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ORCIDBibTeX records: Xia Ning
@article{DBLP:journals/ijgi/TangZDTYXN25,
author = {Jianbo Tang and
Tianyu Zhang and
Junjie Ding and
Ke Tao and
Chen Yang and
Jianbing Xiang and
Xia Ning},
title = {Three-Dimensional Outdoor Pedestrian Road Network Map Construction
Based on Crowdsourced Trajectory Data},
journal = {{ISPRS} Int. J. Geo Inf.},
volume = {14},
number = {4},
pages = {175},
year = {2025},
url = {https://doi.org/10.3390/ijgi14040175},
doi = {10.3390/IJGI14040175},
timestamp = {Fri, 09 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijgi/TangZDTYXN25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmi/AllenPPNS25,
author = {Katie S. Allen and
Seho Park and
John Price and
Xia Ning and
Titus Schleyer},
title = {Using a statewide health information exchange to enhance {COVID} research
and surveillance: The impact of information fragmentation},
journal = {Int. J. Medical Informatics},
volume = {203},
pages = {105971},
year = {2025},
url = {https://doi.org/10.1016/j.ijmedinf.2025.105971},
doi = {10.1016/J.IJMEDINF.2025.105971},
timestamp = {Wed, 02 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijmi/AllenPPNS25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/DuPN25,
author = {Hanwen Du and
Bo Peng and
Xia Ning},
editor = {Wanxiang Che and
Joyce Nabende and
Ekaterina Shutova and
Mohammad Taher Pilehvar},
title = {Planning with Diffusion Models for Target-Oriented Dialogue Systems},
booktitle = {Proceedings of the 63rd Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2025, Vienna, Austria,
July 27 - August 1, 2025},
pages = {20307--20329},
publisher = {Association for Computational Linguistics},
year = {2025},
url = {https://aclanthology.org/2025.acl-long.993/},
timestamp = {Thu, 24 Jul 2025 21:25:39 +0200},
biburl = {https://dblp.org/rec/conf/acl/DuPN25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/DeyHN25,
author = {Vishal Dey and
Xiao Hu and
Xia Ning},
editor = {Wanxiang Che and
Joyce Nabende and
Ekaterina Shutova and
Mohammad Taher Pilehvar},
title = {{\textbackslash}mathttGeLLM{\({^3}\)}O: Generalizing Large Language
Models for Multi-property Molecule Optimization},
booktitle = {Proceedings of the 63rd Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2025, Vienna, Austria,
July 27 - August 1, 2025},
pages = {25192--25221},
publisher = {Association for Computational Linguistics},
year = {2025},
url = {https://aclanthology.org/2025.acl-long.1225/},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/DeyHN25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChenCNZWYLLWLDX25,
author = {Ziru Chen and
Shijie Chen and
Yuting Ning and
Qianheng Zhang and
Boshi Wang and
Botao Yu and
Yifei Li and
Zeyi Liao and
Chen Wei and
Zitong Lu and
Vishal Dey and
Mingyi Xue and
Frazier N. Baker and
Benjamin Burns and
Daniel Adu{-}Ampratwum and
Xuhui Huang and
Xia Ning and
Song Gao and
Yu Su and
Huan Sun},
title = {ScienceAgentBench: Toward Rigorous Assessment of Language Agents for
Data-Driven Scientific Discovery},
booktitle = {The Thirteenth International Conference on Learning Representations,
{ICLR} 2025, Singapore, April 24-28, 2025},
publisher = {OpenReview.net},
year = {2025},
url = {https://openreview.net/forum?id=6z4YKr0GK6},
timestamp = {Tue, 01 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ChenCNZWYLLWLDX25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/DuPN25,
author = {Hanwen Du and
Bo Peng and
Xia Ning},
editor = {Luis Chiruzzo and
Alan Ritter and
Lu Wang},
title = {{SAPIENT:} Mastering Multi-turn Conversational Recommendation with
Strategic Planning and Monte Carlo Tree Search},
booktitle = {Proceedings of the 2025 Conference of the Nations of the Americas
Chapter of the Association for Computational Linguistics: Human Language
Technologies, {NAACL} 2025 - Volume 1: Long Papers, Albuquerque, New
Mexico, USA, April 29 - May 4, 2025},
pages = {2629--2648},
publisher = {Association for Computational Linguistics},
year = {2025},
url = {https://doi.org/10.18653/v1/2025.naacl-long.133},
doi = {10.18653/V1/2025.NAACL-LONG.133},
timestamp = {Thu, 14 Aug 2025 11:28:41 +0200},
biburl = {https://dblp.org/rec/conf/naacl/DuPN25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/AverlyN25,
author = {Reza Averly and
Xia Ning},
editor = {Luis Chiruzzo and
Alan Ritter and
Lu Wang},
title = {Entity Decomposition with Filtering: {A} Zero-Shot Clinical Named
Entity Recognition Framework},
booktitle = {Proceedings of the 2025 Conference of the Nations of the Americas
Chapter of the Association for Computational Linguistics: Human Language
Technologies, {NAACL} 2025 - Volume 1: Long Papers, Albuquerque, New
Mexico, USA, April 29 - May 4, 2025},
pages = {2935--2951},
publisher = {Association for Computational Linguistics},
year = {2025},
url = {https://doi.org/10.18653/v1/2025.naacl-long.150},
doi = {10.18653/V1/2025.NAACL-LONG.150},
timestamp = {Fri, 13 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/AverlyN25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/YuBCHGANS25,
author = {Botao Yu and
Frazier N. Baker and
Ziru Chen and
Garrett Herb and
Boyu Gou and
Daniel Adu{-}Ampratwum and
Xia Ning and
Huan Sun},
editor = {Luis Chiruzzo and
Alan Ritter and
Lu Wang},
title = {Tooling or Not Tooling? The Impact of Tools on Language Agents for
Chemistry Problem Solving},
booktitle = {Findings of the Association for Computational Linguistics: {NAACL}
2025, Albuquerque, New Mexico, USA, April 29 - May 4, 2025},
pages = {7620--7640},
publisher = {Association for Computational Linguistics},
year = {2025},
url = {https://doi.org/10.18653/v1/2025.findings-naacl.424},
doi = {10.18653/V1/2025.FINDINGS-NAACL.424},
timestamp = {Thu, 14 Aug 2025 11:29:01 +0200},
biburl = {https://dblp.org/rec/conf/naacl/YuBCHGANS25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-06027,
author = {Ziqi Chen and
Bo Peng and
Tianhua Zhai and
Daniel Adu{-}Ampratwum and
Xia Ning},
title = {Generating 3D Binding Molecules Using Shape-Conditioned Diffusion
Models with Guidance},
journal = {CoRR},
volume = {abs/2502.06027},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.06027},
doi = {10.48550/ARXIV.2502.06027},
eprinttype = {arXiv},
eprint = {2502.06027},
timestamp = {Wed, 12 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-06027.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-13398,
author = {Vishal Dey and
Xiao Hu and
Xia Ning},
title = {GeLLM\({}^{\mbox{3}}\)O: Generalizing Large Language Models for Multi-property
Molecule Optimization},
journal = {CoRR},
volume = {abs/2502.13398},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.13398},
doi = {10.48550/ARXIV.2502.13398},
eprinttype = {arXiv},
eprint = {2502.13398},
timestamp = {Fri, 04 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-13398.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-13959,
author = {Reza Averly and
Frazier N. Baker and
Xia Ning},
title = {{LIDDIA:} Language-based Intelligent Drug Discovery Agent},
journal = {CoRR},
volume = {abs/2502.13959},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.13959},
doi = {10.48550/ARXIV.2502.13959},
eprinttype = {arXiv},
eprint = {2502.13959},
timestamp = {Wed, 19 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-13959.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2504-16858,
author = {Hanwen Du and
Bo Peng and
Xia Ning},
title = {Planning with Diffusion Models for Target-Oriented Dialogue Systems},
journal = {CoRR},
volume = {abs/2504.16858},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2504.16858},
doi = {10.48550/ARXIV.2504.16858},
eprinttype = {arXiv},
eprint = {2504.16858},
timestamp = {Fri, 23 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2504-16858.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-17316,
author = {Jiachen Jiang and
Jinxin Zhou and
Bo Peng and
Xia Ning and
Zhihui Zhu},
title = {Analyzing Fine-Grained Alignment and Enhancing Vision Understanding
in Multimodal Language Models},
journal = {CoRR},
volume = {abs/2505.17316},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.17316},
doi = {10.48550/ARXIV.2505.17316},
eprinttype = {arXiv},
eprint = {2505.17316},
timestamp = {Thu, 26 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-17316.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-23721,
author = {Sean Current and
Ziqi Chen and
Daniel Adu{-}Ampratwum and
Xia Ning and
Srinivasan Parthasarathy},
title = {DiffER: Categorical Diffusion for Chemical Retrosynthesis},
journal = {CoRR},
volume = {abs/2505.23721},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.23721},
doi = {10.48550/ARXIV.2505.23721},
eprinttype = {arXiv},
eprint = {2505.23721},
timestamp = {Sun, 29 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-23721.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-23987,
author = {Vishal Dey and
Xiao Hu and
Xia Ning},
title = {Large Language Models for Controllable Multi-property Multi-objective
Molecule Optimization},
journal = {CoRR},
volume = {abs/2505.23987},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.23987},
doi = {10.48550/ARXIV.2505.23987},
eprinttype = {arXiv},
eprint = {2505.23987},
timestamp = {Fri, 04 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-23987.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2506-08140,
author = {Yifei Li and
Hanane Nour Moussa and
Ziru Chen and
Shijie Chen and
Botao Yu and
Mingyi Xue and
Benjamin Burns and
Tzu{-}Yao Chiu and
Vishal Dey and
Zitong Lu and
Chen Wei and
Qianheng Zhang and
Tianyu Zhang and
Song Gao and
Xuhui Huang and
Xia Ning and
Nesreen K. Ahmed and
Ali Payani and
Huan Sun},
title = {AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists},
journal = {CoRR},
volume = {abs/2506.08140},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2506.08140},
doi = {10.48550/ARXIV.2506.08140},
eprinttype = {arXiv},
eprint = {2506.08140},
timestamp = {Mon, 07 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2506-08140.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2506-09048,
author = {Yuxin Dong and
Jiachen Jiang and
Zhihui Zhu and
Xia Ning},
title = {Understanding Task Vectors in In-Context Learning: Emergence, Functionality,
and Limitations},
journal = {CoRR},
volume = {abs/2506.09048},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2506.09048},
doi = {10.48550/ARXIV.2506.09048},
eprinttype = {arXiv},
eprint = {2506.09048},
timestamp = {Tue, 08 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2506-09048.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/PengPN24,
author = {Bo Peng and
Srinivasan Parthasarathy and
Xia Ning},
title = {Intention enhanced mixed attentive model for session-based recommendation},
journal = {Data Min. Knowl. Discov.},
volume = {38},
number = {4},
pages = {2032--2061},
year = {2024},
url = {https://doi.org/10.1007/s10618-024-01023-0},
doi = {10.1007/S10618-024-01023-0},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/PengPN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcheminf/DeyN24,
author = {Vishal Dey and
Xia Ning},
title = {Enhancing molecular property prediction with auxiliary learning and
task-specific adaptation},
journal = {J. Cheminformatics},
volume = {16},
number = {1},
pages = {85},
year = {2024},
url = {https://doi.org/10.1186/s13321-024-00880-7},
doi = {10.1186/S13321-024-00880-7},
timestamp = {Tue, 01 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcheminf/DeyN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/DeyN24,
author = {Vishal Dey and
Xia Ning},
title = {Improving Anticancer Drug Selection and Prioritization via Neural
Learning to Rank},
journal = {J. Chem. Inf. Model.},
volume = {64},
number = {10},
pages = {4071--4088},
year = {2024},
url = {https://doi.org/10.1021/acs.jcim.3c01060},
doi = {10.1021/ACS.JCIM.3C01060},
timestamp = {Tue, 01 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcisd/DeyN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/BakerCAN24,
author = {Frazier N. Baker and
Ziqi Chen and
Daniel Adu{-}Ampratwum and
Xia Ning},
title = {RLSynC: Offline-Online Reinforcement Learning for Synthon Completion},
journal = {J. Chem. Inf. Model.},
volume = {64},
number = {17},
pages = {6723--6735},
year = {2024},
url = {https://doi.org/10.1021/acs.jcim.4c00554},
doi = {10.1021/ACS.JCIM.4C00554},
timestamp = {Mon, 09 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcisd/BakerCAN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/LuoZGHZYN24,
author = {Cheng Luo and
Yueting Zhang and
Jiayi Guo and
Yuxin Hu and
Guangyao Zhou and
Hongjian You and
Xia Ning},
title = {{SAR-CDSS:} {A} Semi-Supervised Cross-Domain Object Detection from
Optical to {SAR} Domain},
journal = {Remote. Sens.},
volume = {16},
number = {6},
pages = {940},
year = {2024},
url = {https://doi.org/10.3390/rs16060940},
doi = {10.3390/RS16060940},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/LuoZGHZYN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/PengCPN24,
author = {Bo Peng and
Ziqi Chen and
Srinivasan Parthasarathy and
Xia Ning},
title = {Modeling Sequences as Star Graphs to Address Over-Smoothing in Self-Attentive
Sequential Recommendation},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {18},
number = {8},
pages = {207:1--207:24},
year = {2024},
url = {https://doi.org/10.1145/3676560},
doi = {10.1145/3676560},
timestamp = {Thu, 03 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/PengCPN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0009LC0N24,
author = {Bo Peng and
Xinyi Ling and
Ziru Chen and
Huan Sun and
Xia Ning},
title = {eCeLLM: Generalizing Large Language Models for E-commerce from Large-scale,
High-quality Instruction Data},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=LWRI4uPG2X},
timestamp = {Mon, 02 Sep 2024 16:45:29 +0200},
biburl = {https://dblp.org/rec/conf/icml/0009LC0N24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-16299,
author = {Vishal Dey and
Xia Ning},
title = {Enhancing Molecular Property Prediction with Auxiliary Learning and
Task-Specific Adaptation},
journal = {CoRR},
volume = {abs/2401.16299},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.16299},
doi = {10.48550/ARXIV.2401.16299},
eprinttype = {arXiv},
eprint = {2401.16299},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-16299.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-08831,
author = {Bo Peng and
Xinyi Ling and
Ziru Chen and
Huan Sun and
Xia Ning},
title = {eCeLLM: Generalizing Large Language Models for E-commerce from Large-scale,
High-quality Instruction Data},
journal = {CoRR},
volume = {abs/2402.08831},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.08831},
doi = {10.48550/ARXIV.2402.08831},
eprinttype = {arXiv},
eprint = {2402.08831},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-08831.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-09391,
author = {Botao Yu and
Frazier N. Baker and
Ziqi Chen and
Xia Ning and
Huan Sun},
title = {LlaSMol: Advancing Large Language Models for Chemistry with a Large-Scale,
Comprehensive, High-Quality Instruction Tuning Dataset},
journal = {CoRR},
volume = {abs/2402.09391},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.09391},
doi = {10.48550/ARXIV.2402.09391},
eprinttype = {arXiv},
eprint = {2402.09391},
timestamp = {Thu, 14 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-09391.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-04629,
author = {Reza Averly and
Xia Ning},
title = {Entity Decomposition with Filtering: {A} Zero-Shot Clinical Named
Entity Recognition Framework},
journal = {CoRR},
volume = {abs/2407.04629},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.04629},
doi = {10.48550/ARXIV.2407.04629},
eprinttype = {arXiv},
eprint = {2407.04629},
timestamp = {Mon, 12 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-04629.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-05080,
author = {Ziru Chen and
Shijie Chen and
Yuting Ning and
Qianheng Zhang and
Boshi Wang and
Botao Yu and
Yifei Li and
Zeyi Liao and
Chen Wei and
Zitong Lu and
Vishal Dey and
Mingyi Xue and
Frazier N. Baker and
Benjamin Burns and
Daniel Adu{-}Ampratwum and
Xuhui Huang and
Xia Ning and
Song Gao and
Yu Su and
Huan Sun},
title = {ScienceAgentBench: Toward Rigorous Assessment of Language Agents for
Data-Driven Scientific Discovery},
journal = {CoRR},
volume = {abs/2410.05080},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.05080},
doi = {10.48550/ARXIV.2410.05080},
eprinttype = {arXiv},
eprint = {2410.05080},
timestamp = {Tue, 01 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-05080.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-09580,
author = {Hanwen Du and
Bo Peng and
Xia Ning},
title = {{SAPIENT:} Mastering Multi-turn Conversational Recommendation with
Strategic Planning and Monte Carlo Tree Search},
journal = {CoRR},
volume = {abs/2410.09580},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.09580},
doi = {10.48550/ARXIV.2410.09580},
eprinttype = {arXiv},
eprint = {2410.09580},
timestamp = {Fri, 22 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-09580.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-17337,
author = {Xinyi Ling and
Bo Peng and
Hanwen Du and
Zhihui Zhu and
Xia Ning},
title = {Captions Speak Louder than Images {(CASLIE):} Generalizing Foundation
Models for E-commerce from High-quality Multimodal Instruction Data},
journal = {CoRR},
volume = {abs/2410.17337},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.17337},
doi = {10.48550/ARXIV.2410.17337},
eprinttype = {arXiv},
eprint = {2410.17337},
timestamp = {Wed, 27 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-17337.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2411-03320,
author = {Xiao Hu and
Ziqi Chen and
Bo Peng and
Daniel Adu{-}Ampratwum and
Xia Ning},
title = {log-RRIM: Yield Prediction via Local-to-global Reaction Representation
Learning and Interaction Modeling},
journal = {CoRR},
volume = {abs/2411.03320},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2411.03320},
doi = {10.48550/ARXIV.2411.03320},
eprinttype = {arXiv},
eprint = {2411.03320},
timestamp = {Wed, 01 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2411-03320.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2411-07228,
author = {Botao Yu and
Frazier N. Baker and
Ziru Chen and
Garrett Herb and
Boyu Gou and
Daniel Adu{-}Ampratwum and
Xia Ning and
Huan Sun},
title = {Tooling or Not Tooling? The Impact of Tools on Language Agents for
Chemistry Problem Solving},
journal = {CoRR},
volume = {abs/2411.07228},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2411.07228},
doi = {10.48550/ARXIV.2411.07228},
eprinttype = {arXiv},
eprint = {2411.07228},
timestamp = {Fri, 04 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2411-07228.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/ChenZGECJGNCM23,
author = {Ziqi Chen and
Baoyi Zhang and
Hongyu Guo and
Prashant S. Emani and
Trevor Clancy and
Chongming Jiang and
Mark Gerstein and
Xia Ning and
Chao Cheng and
Martin Renqiang Min},
title = {Binding peptide generation for {MHC} Class {I} proteins with deep
reinforcement learning},
journal = {Bioinform.},
volume = {39},
number = {2},
year = {2023},
url = {https://doi.org/10.1093/bioinformatics/btad055},
doi = {10.1093/BIOINFORMATICS/BTAD055},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/ChenZGECJGNCM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/PengRPN23,
author = {Bo Peng and
Zhiyun Ren and
Srinivasan Parthasarathy and
Xia Ning},
title = {M\({}^{\mbox{2}}\): Mixed Models With Preferences, Popularities and
Transitions for Next-Basket Recommendation},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {4},
pages = {4033--4046},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2022.3142773},
doi = {10.1109/TKDE.2022.3142773},
timestamp = {Wed, 10 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/PengRPN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bcb/SahaSPN23,
author = {Arpita Saha and
Maggie Samaan and
Bo Peng and
Xia Ning},
editor = {May D. Wang and
Byung{-}Jun Yoon},
title = {A Multi-Layered {GRU} Model for {COVID-19} Patient Representation
and Phenotyping from Large-Scale {EHR} Data},
booktitle = {Proceedings of the 14th {ACM} International Conference on Bioinformatics,
Computational Biology, and Health Informatics, {BCB} 2023, Houston,
TX, USA, September 3-6, 2023},
pages = {21:1--21:6},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3584371.3612986},
doi = {10.1145/3584371.3612986},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bcb/SahaSPN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/PengR0N23,
author = {Bo Peng and
Zhiyun Ren and
Srinivasan Parthasarathy and
Xia Ning},
title = {{HAM:} Hybrid Associations Models for Sequential Recommendation (Extended
abstract)},
booktitle = {39th {IEEE} International Conference on Data Engineering, {ICDE} 2023,
Anaheim, CA, USA, April 3-7, 2023},
pages = {3873--3874},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDE55515.2023.00363},
doi = {10.1109/ICDE55515.2023.00363},
timestamp = {Wed, 10 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/PengR0N23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recomb/ChenMGCCN23,
author = {Ziqi Chen and
Martin Renqiang Min and
Hongyu Guo and
Chao Cheng and
Trevor Clancy and
Xia Ning},
editor = {Haixu Tang},
title = {T-Cell Receptor Optimization with Reinforcement Learning and Mutation
Polices for Precision Immunotherapy},
booktitle = {Research in Computational Molecular Biology - 27th Annual International
Conference, {RECOMB} 2023, Istanbul, Turkey, April 16-19, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13976},
pages = {174--191},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-29119-7\_11},
doi = {10.1007/978-3-031-29119-7\_11},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recomb/ChenMGCCN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-02162,
author = {Ziqi Chen and
Martin Renqiang Min and
Hongyu Guo and
Chao Cheng and
Trevor Clancy and
Xia Ning},
title = {T-Cell Receptor Optimization with Reinforcement Learning and Mutation
Policies for Precesion Immunotherapy},
journal = {CoRR},
volume = {abs/2303.02162},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.02162},
doi = {10.48550/ARXIV.2303.02162},
eprinttype = {arXiv},
eprint = {2303.02162},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-02162.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-17771,
author = {Vishal Dey and
Xia Ning},
title = {Precision Anti-Cancer Drug Selection via Neural Ranking},
journal = {CoRR},
volume = {abs/2306.17771},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.17771},
doi = {10.48550/ARXIV.2306.17771},
eprinttype = {arXiv},
eprint = {2306.17771},
timestamp = {Mon, 03 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-17771.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-11890,
author = {Ziqi Chen and
Bo Peng and
Srinivasan Parthasarathy and
Xia Ning},
title = {Shape-conditioned 3D Molecule Generation via Equivariant Diffusion
Models},
journal = {CoRR},
volume = {abs/2308.11890},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.11890},
doi = {10.48550/ARXIV.2308.11890},
eprinttype = {arXiv},
eprint = {2308.11890},
timestamp = {Wed, 10 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-11890.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-02671,
author = {Frazier N. Baker and
Ziqi Chen and
Xia Ning},
title = {RLSynC: Offline-Online Reinforcement Learning for Synthon Completion},
journal = {CoRR},
volume = {abs/2309.02671},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.02671},
doi = {10.48550/ARXIV.2309.02671},
eprinttype = {arXiv},
eprint = {2309.02671},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-02671.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-10195,
author = {Bo Peng and
Srinivasan Parthasarathy and
Xia Ning},
title = {Multi-modality Meets Re-learning: Mitigating Negative Transfer in
Sequential Recommendation},
journal = {CoRR},
volume = {abs/2309.10195},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.10195},
doi = {10.48550/ARXIV.2309.10195},
eprinttype = {arXiv},
eprint = {2309.10195},
timestamp = {Wed, 10 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-10195.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-01612,
author = {Bo Peng and
Ben Burns and
Ziqi Chen and
Srinivasan Parthasarathy and
Xia Ning},
title = {Towards Efficient and Effective Adaptation of Large Language Models
for Sequential Recommendation},
journal = {CoRR},
volume = {abs/2310.01612},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.01612},
doi = {10.48550/ARXIV.2310.01612},
eprinttype = {arXiv},
eprint = {2310.01612},
timestamp = {Wed, 10 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-01612.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-13725,
author = {Patrick J. Lawrence and
Xia Ning},
title = {Enhancing drug and cell line representations via contrastive learning
for improved anti-cancer drug prioritization},
journal = {CoRR},
volume = {abs/2310.13725},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.13725},
doi = {10.48550/ARXIV.2310.13725},
eprinttype = {arXiv},
eprint = {2310.13725},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-13725.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-15211,
author = {Shunian Xiang and
Patrick J. Lawrence and
Bo Peng and
Chienwei Chiang and
Dokyoon Kim and
Li Shen and
Xia Ning},
title = {Modeling Path Importance for Effective Alzheimer's Disease Drug Repurposing},
journal = {CoRR},
volume = {abs/2310.15211},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.15211},
doi = {10.48550/ARXIV.2310.15211},
eprinttype = {arXiv},
eprint = {2310.15211},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-15211.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-07742,
author = {Bo Peng and
Ziqi Chen and
Srinivasan Parthasarathy and
Xia Ning},
title = {Modeling Sequences as Star Graphs to Address Over-smoothing in Self-attentive
Sequential Recommendation},
journal = {CoRR},
volume = {abs/2311.07742},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.07742},
doi = {10.48550/ARXIV.2311.07742},
eprinttype = {arXiv},
eprint = {2311.07742},
timestamp = {Wed, 10 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-07742.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/TarumiTQNRBRSK22,
author = {Shinji Tarumi and
Wataru Takeuchi and
Rong Qi and
Xia Ning and
Laura Ruppert and
Hideyuki Ban and
Daniel H. Robertson and
Titus Schleyer and
Kensaku Kawamoto},
title = {Predicting pharmacotherapeutic outcomes for type 2 diabetes: An evaluation
of three approaches to leveraging electronic health record data from
multiple sources},
journal = {J. Biomed. Informatics},
volume = {129},
pages = {104001},
year = {2022},
url = {https://doi.org/10.1016/j.jbi.2022.104001},
doi = {10.1016/J.JBI.2022.104001},
timestamp = {Wed, 27 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/TarumiTQNRBRSK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/PengRPN22,
author = {Bo Peng and
Zhiyun Ren and
Srinivasan Parthasarathy and
Xia Ning},
title = {{\textdollar}{\textbackslash}mathop \{{\textbackslash}mathtt \{HAM\}\}{\textdollar}HAM:
Hybrid Associations Models for Sequential Recommendation},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {34},
number = {10},
pages = {4838--4853},
year = {2022},
url = {https://doi.org/10.1109/TKDE.2021.3049692},
doi = {10.1109/TKDE.2021.3049692},
timestamp = {Wed, 10 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/PengRPN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/PalaLNKS22,
author = {Daniele Pala and
Brian Lee and
Xia Ning and
Dokyoon Kim and
Li Shen},
editor = {Donald A. Adjeroh and
Qi Long and
Xinghua Mindy Shi and
Fei Guo and
Xiaohua Hu and
Srinivas Aluru and
Giri Narasimhan and
Jianxin Wang and
Mingon Kang and
Ananda Mondal and
Jin Liu},
title = {Mediation Analysis and Mixed-Effects Models for the Identification
of Stage-specific Imaging Genetics Patterns in Alzheimer's Disease},
booktitle = {{IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2022, Las Vegas, NV, USA, December 6-8, 2022},
pages = {2667--2673},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BIBM55620.2022.9995405},
doi = {10.1109/BIBM55620.2022.9995405},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bibm/PalaLNKS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/sp/NikolakopoulosNDK22,
author = {Athanasios N. Nikolakopoulos and
Xia Ning and
Christian Desrosiers and
George Karypis},
editor = {Francesco Ricci and
Lior Rokach and
Bracha Shapira},
title = {Trust Your Neighbors: {A} Comprehensive Survey of Neighborhood-Based
Methods for Recommender Systems},
booktitle = {Recommender Systems Handbook},
pages = {39--89},
publisher = {Springer {US}},
year = {2022},
url = {https://doi.org/10.1007/978-1-0716-2197-4\_2},
doi = {10.1007/978-1-0716-2197-4\_2},
timestamp = {Tue, 10 Jan 2023 15:33:11 +0100},
biburl = {https://dblp.org/rec/reference/sp/NikolakopoulosNDK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-01875,
author = {Bo Peng and
Chang{-}Yu Tai and
Srinivasan Parthasarathy and
Xia Ning},
title = {Prospective Preference Enhanced Mixed Attentive Model for Session-based
Recommendation},
journal = {CoRR},
volume = {abs/2206.01875},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.01875},
doi = {10.48550/ARXIV.2206.01875},
eprinttype = {arXiv},
eprint = {2206.01875},
timestamp = {Wed, 10 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-01875.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-04882,
author = {Ziqi Chen and
Oluwatosin R. Ayinde and
James R. Fuchs and
Huan Sun and
Xia Ning},
title = {G\({}^{\mbox{2}}\)Retro: Two-Step Graph Generative Models for Retrosynthesis
Prediction},
journal = {CoRR},
volume = {abs/2206.04882},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.04882},
doi = {10.48550/ARXIV.2206.04882},
eprinttype = {arXiv},
eprint = {2206.04882},
timestamp = {Thu, 15 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-04882.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-07997,
author = {Bo Peng and
Srinivasan Parthasarathy and
Xia Ning},
title = {Recursive Attentive Methods with Reused Item Representations for Sequential
Recommendation},
journal = {CoRR},
volume = {abs/2209.07997},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.07997},
doi = {10.48550/ARXIV.2209.07997},
eprinttype = {arXiv},
eprint = {2209.07997},
timestamp = {Wed, 10 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-07997.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aci/HillVNS21,
author = {Jordan R. Hill and
Shyam Visweswaran and
Xia Ning and
Titus K. Schleyer},
title = {Use, Impact, Weaknesses, and Advanced Features of Search Functions
for Clinical Use in Electronic Health Records: {A} Scoping Review},
journal = {Appl. Clin. Inform.},
volume = {12},
number = {3},
pages = {417--428},
year = {2021},
url = {https://doi.org/10.1055/s-0041-1730033},
doi = {10.1055/S-0041-1730033},
timestamp = {Tue, 08 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aci/HillVNS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/RenPSN21,
author = {Zhiyun Ren and
Bo Peng and
Titus K. Schleyer and
Xia Ning},
title = {Hybrid collaborative filtering methods for recommending search terms
to clinicians},
journal = {J. Biomed. Informatics},
volume = {113},
pages = {103635},
year = {2021},
url = {https://doi.org/10.1016/j.jbi.2020.103635},
doi = {10.1016/J.JBI.2020.103635},
timestamp = {Wed, 10 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/RenPSN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ChenMPN21,
author = {Ziqi Chen and
Martin Renqiang Min and
Srinivasan Parthasarathy and
Xia Ning},
title = {A deep generative model for molecule optimization via one fragment
modification},
journal = {Nat. Mach. Intell.},
volume = {3},
number = {12},
pages = {1040--1049},
year = {2021},
url = {https://doi.org/10.1038/s42256-021-00410-2},
doi = {10.1038/S42256-021-00410-2},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/ChenMPN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sosym/NairNH21,
author = {Arvind Nair and
Xia Ning and
James H. Hill},
title = {Using recommender systems to improve proactive modeling},
journal = {Softw. Syst. Model.},
volume = {20},
number = {4},
pages = {1159--1181},
year = {2021},
url = {https://doi.org/10.1007/s10270-020-00841-2},
doi = {10.1007/S10270-020-00841-2},
timestamp = {Fri, 03 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sosym/NairNH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/LawrenceN21,
author = {Patrick J. Lawrence and
Xia Ning},
title = {Improving {MHC} Class {I} Antigen Processing Prediction via Representation
Learning and Cleavage Site-Specific Kernels},
booktitle = {{AMIA} 2021, American Medical Informatics Association Annual Symposium,
San Diego, CA, USA, October 30, 2021 - November 3, 2021},
publisher = {{AMIA}},
year = {2021},
url = {https://knowledge.amia.org/74229-amia-1.4622266/t004-1.4626008/t004-1.4626009/3577427-1.4626238/3577551-1.4626235},
timestamp = {Wed, 17 Apr 2024 11:46:53 +0200},
biburl = {https://dblp.org/rec/conf/amia/LawrenceN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieeesec/LiuLXNL21,
author = {Jie Liu and
Jiawen Liu and
Zhen Xie and
Xia Ning and
Dong Li},
title = {Flame: {A} Self-Adaptive Auto-Labeling System for Heterogeneous Mobile
Processors},
booktitle = {6th {IEEE/ACM} Symposium on Edge Computing, {SEC} 2021, San Jose,
CA, USA, December 14-17, 2021},
pages = {80--93},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1145/3453142.3493611},
doi = {10.1145/3453142.3493611},
timestamp = {Tue, 22 Feb 2022 17:23:29 +0100},
biburl = {https://dblp.org/rec/conf/ieeesec/LiuLXNL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-04584,
author = {Athanasios N. Nikolakopoulos and
Xia Ning and
Christian Desrosiers and
George Karypis},
title = {Trust your neighbors: {A} comprehensive survey of neighborhood-based
methods for recommender systems},
journal = {CoRR},
volume = {abs/2109.04584},
year = {2021},
url = {https://arxiv.org/abs/2109.04584},
eprinttype = {arXiv},
eprint = {2109.04584},
timestamp = {Tue, 21 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-04584.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-07439,
author = {Vishal Dey and
Raghu Machiraju and
Xia Ning},
title = {Improving Compound Activity Classification via Deep Transfer and Representation
Learning},
journal = {CoRR},
volume = {abs/2111.07439},
year = {2021},
url = {https://arxiv.org/abs/2111.07439},
eprinttype = {arXiv},
eprint = {2111.07439},
timestamp = {Tue, 16 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-07439.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcbdd/ChiangSLN20,
author = {Wen{-}Hao Chiang and
Li Shen and
Lang Li and
Xia Ning},
title = {Drug-drug interaction prediction based on co-medication patterns and
graph matching},
journal = {Int. J. Comput. Biol. Drug Des.},
volume = {13},
number = {1},
pages = {36--57},
year = {2020},
url = {https://doi.org/10.1504/IJCBDD.2020.105093},
doi = {10.1504/IJCBDD.2020.105093},
timestamp = {Thu, 07 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcbdd/ChiangSLN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/midm/NingZWZM20,
author = {Xia Ning and
Chi Zhang and
Kai Wang and
Zhongming Zhao and
Ewy A. Math{\'{e}}},
title = {Correction to: The International Conference on Intelligent Biology
and Medicine 2019: computational methods for drug interactions},
journal = {{BMC} Medical Informatics Decis. Mak.},
volume = {20},
number = {1},
pages = {77},
year = {2020},
url = {https://doi.org/10.1186/s12911-020-1096-1},
doi = {10.1186/S12911-020-1096-1},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/midm/NingZWZM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/midm/PengYRSSN20,
author = {Bo Peng and
Xiaohui Yao and
Shannon L. Risacher and
Andrew J. Saykin and
Li Shen and
Xia Ning},
title = {Cognitive biomarker prioritization in Alzheimer's Disease using brain
morphometric data},
journal = {{BMC} Medical Informatics Decis. Mak.},
volume = {20},
number = {1},
pages = {319},
year = {2020},
url = {https://doi.org/10.1186/s12911-020-01339-z},
doi = {10.1186/S12911-020-01339-Z},
timestamp = {Wed, 10 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/midm/PengYRSSN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/midm/YaoTSQZNLS20,
author = {Xiaohui Yao and
Tiffany Tsang and
Qing Sun and
Sara K. Quinney and
Pengyue Zhang and
Xia Ning and
Lang Li and
Li Shen},
title = {Mining and visualizing high-order directional drug interaction effects
using the {FAERS} database},
journal = {{BMC} Medical Informatics Decis. Mak.},
volume = {20-S},
number = {2},
pages = {50},
year = {2020},
url = {https://doi.org/10.1186/s12911-020-1053-z},
doi = {10.1186/S12911-020-1053-Z},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/midm/YaoTSQZNLS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/midm/NingZWZM20a,
author = {Xia Ning and
Chi Zhang and
Kai Wang and
Zhongming Zhao and
Ewy A. Math{\'{e}}},
title = {The International Conference on Intelligent Biology and Medicine 2019:
computational methods for drug interactions},
journal = {{BMC} Medical Informatics Decis. Mak.},
volume = {20-S},
number = {2},
pages = {51},
year = {2020},
url = {https://doi.org/10.1186/s12911-020-1051-1},
doi = {10.1186/S12911-020-1051-1},
timestamp = {Tue, 17 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/midm/NingZWZM20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcbb/HeLN20,
author = {Yicheng He and
Junfeng Liu and
Xia Ning},
title = {Drug Selection via Joint Push and Learning to Rank},
journal = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
volume = {17},
number = {1},
pages = {110--123},
year = {2020},
url = {https://doi.org/10.1109/TCBB.2018.2848908},
doi = {10.1109/TCBB.2018.2848908},
timestamp = {Mon, 03 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcbb/HeLN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-07699,
author = {Bo Peng and
Xiaohui Yao and
Shannon L. Risacher and
Andrew J. Saykin and
Li Shen and
Xia Ning},
title = {Personalized Prioritization of Cognitive Biomarkers in Alzheimer's
Disease via Learning to Rank using Brain Morphometric Data},
journal = {CoRR},
volume = {abs/2002.07699},
year = {2020},
url = {https://arxiv.org/abs/2002.07699},
eprinttype = {arXiv},
eprint = {2002.07699},
timestamp = {Wed, 10 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-07699.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-11890,
author = {Bo Peng and
Zhiyun Ren and
Srinivasan Parthasarathy and
Xia Ning},
title = {{HAM:} Hybrid Associations Model with Pooling for Sequential Recommendation},
journal = {CoRR},
volume = {abs/2002.11890},
year = {2020},
url = {https://arxiv.org/abs/2002.11890},
eprinttype = {arXiv},
eprint = {2002.11890},
timestamp = {Wed, 10 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-11890.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-01646,
author = {Bo Peng and
Zhiyun Ren and
Srinivasan Parthasarathy and
Xia Ning},
title = {M2pht: Mixed Models with Preferences and Hybrid Transitions for Next-Basket
Recommendation},
journal = {CoRR},
volume = {abs/2004.01646},
year = {2020},
url = {https://arxiv.org/abs/2004.01646},
eprinttype = {arXiv},
eprint = {2004.01646},
timestamp = {Wed, 10 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-01646.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-01193,
author = {Zhiyun Ren and
Bo Peng and
Titus K. Schleyer and
Xia Ning},
title = {Hybrid Collaborative Filtering Models for Clinical Search Recommendation},
journal = {CoRR},
volume = {abs/2008.01193},
year = {2020},
url = {https://arxiv.org/abs/2008.01193},
eprinttype = {arXiv},
eprint = {2008.01193},
timestamp = {Wed, 10 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-01193.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-05399,
author = {Ziwei Fan and
Evan Burgun and
Zhiyun Ren and
Titus Schleyer and
Xia Ning},
title = {Improving information retrieval from electronic health records using
dynamic and multi-collaborative filtering},
journal = {CoRR},
volume = {abs/2008.05399},
year = {2020},
url = {https://arxiv.org/abs/2008.05399},
eprinttype = {arXiv},
eprint = {2008.05399},
timestamp = {Mon, 03 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-05399.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-11238,
author = {Vishal Dey and
Peter Krasniak and
Minh Nguyen and
Clara Lee and
Xia Ning},
title = {Understanding Breast Implant Illness via Social Media Data Analysis},
journal = {CoRR},
volume = {abs/2008.11238},
year = {2020},
url = {https://arxiv.org/abs/2008.11238},
eprinttype = {arXiv},
eprint = {2008.11238},
timestamp = {Fri, 28 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-11238.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-02840,
author = {Ziqi Chen and
Martin Renqiang Min and
Xia Ning},
title = {Ranking-based Convolutional Neural Network Models for Peptide-MHC
Binding Prediction},
journal = {CoRR},
volume = {abs/2012.02840},
year = {2020},
url = {https://arxiv.org/abs/2012.02840},
eprinttype = {arXiv},
eprint = {2012.02840},
timestamp = {Wed, 09 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-02840.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-04231,
author = {Ziqi Chen and
Martin Renqiang Min and
Srinivasan Parthasarathy and
Xia Ning},
title = {Molecule Optimization via Fragment-based Generative Models},
journal = {CoRR},
volume = {abs/2012.04231},
year = {2020},
url = {https://arxiv.org/abs/2012.04231},
eprinttype = {arXiv},
eprint = {2012.04231},
timestamp = {Wed, 09 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-04231.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/ChasiotiYZLQNLS19,
author = {Danai Chasioti and
Xiaohui Yao and
Pengyue Zhang and
Samuel Lerner and
Sara K. Quinney and
Xia Ning and
Lang Li and
Li Shen},
title = {Mining Directional Drug Interaction Effects on Myopathy Using the
{FAERS} Database},
journal = {{IEEE} J. Biomed. Health Informatics},
volume = {23},
number = {5},
pages = {2156--2163},
year = {2019},
url = {https://doi.org/10.1109/JBHI.2018.2874533},
doi = {10.1109/JBHI.2018.2874533},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/titb/ChasiotiYZLQNLS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bcb/PengN19,
author = {Bo Peng and
Xia Ning},
editor = {Xinghua Mindy Shi and
Michael Buck and
Jian Ma and
Pierangelo Veltri},
title = {Deep Learning for High-Order Drug-Drug Interaction Prediction},
booktitle = {Proceedings of the 10th {ACM} International Conference on Bioinformatics,
Computational Biology and Health Informatics, {BCB} 2019, Niagara
Falls, NY, USA, September 7-10, 2019},
pages = {197--206},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3307339.3342136},
doi = {10.1145/3307339.3342136},
timestamp = {Wed, 10 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bcb/PengN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bhi/PengYRSSN19,
author = {Bo Peng and
Xiaohui Yao and
Shannon L. Risacher and
Andrew J. Saykin and
Li Shen and
Xia Ning},
title = {Prioritization of Cognitive Assessments in Alzheimer's Disease via
Learning to Rank using Brain Morphometric Data},
booktitle = {2019 {IEEE} {EMBS} International Conference on Biomedical {\&}
Health Informatics, {BHI} 2019, Chicago, IL, USA, May 19-22, 2019},
pages = {1--4},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BHI.2019.8834618},
doi = {10.1109/BHI.2019.8834618},
timestamp = {Wed, 10 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bhi/PengYRSSN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/RenNLR19,
author = {Zhiyun Ren and
Xia Ning and
Andrew S. Lan and
Huzefa Rangwala},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Grade Prediction with Neural Collaborative Filtering},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {1--10},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00014},
doi = {10.1109/DSAA.2019.00014},
timestamp = {Thu, 06 Feb 2020 15:53:51 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/RenNLR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RenNLR19,
author = {Zhiyun Ren and
Xia Ning and
Andrew S. Lan and
Huzefa Rangwala},
editor = {Michel C. Desmarais and
Collin F. Lynch and
Agathe Merceron and
Roger Nkambou},
title = {Grade Prediction Based on Cumulative Knowledge and Co-taken Courses},
booktitle = {Proceedings of the 12th International Conference on Educational Data
Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2019},
url = {https://drive.google.com/file/d/1EcgvJCfFfgX2xkY21aUSE9uwoe-UBEqK},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/RenNLR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/FanBSN19,
author = {Ziwei Fan and
Evan Burgun and
Titus Schleyer and
Xia Ning},
title = {Improving information retrieval from electronic health records using
dynamic and multi-collaborative filtering},
booktitle = {2019 {IEEE} International Conference on Healthcare Informatics, {ICHI}
2019, Xi'an, China, June 10-13, 2019},
pages = {1--3},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICHI.2019.8904731},
doi = {10.1109/ICHI.2019.8904731},
timestamp = {Mon, 03 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ichi/FanBSN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/PengRY0S0N19,
author = {Bo Peng and
Zhiyun Ren and
Xiaohui Yao and
Kefei Liu and
Andrew J. Saykin and
Li Shen and
Xia Ning},
editor = {Dajiang Zhu and
Jingwen Yan and
Heng Huang and
Li Shen and
Paul M. Thompson and
Carl{-}Fredrik Westin and
Xavier Pennec and
Sarang C. Joshi and
Mads Nielsen and
Tom Fletcher and
Stanley Durrleman and
Stefan Sommer},
title = {Prioritizing Amyloid Imaging Biomarkers in Alzheimer's Disease via
Learning to Rank},
booktitle = {Multimodal Brain Image Analysis and Mathematical Foundations of Computational
Anatomy - 4th International Workshop, {MBIA} 2019, and 7th International
Workshop, {MFCA} 2019, Held in Conjunction with {MICCAI} 2019, Shenzhen,
China, October 17, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11846},
pages = {139--148},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-33226-6\_16},
doi = {10.1007/978-3-030-33226-6\_16},
timestamp = {Wed, 10 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/PengRY0S0N19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-08675,
author = {Wen{-}Hao Chiang and
Li Shen and
Lang Li and
Xia Ning},
title = {Drug-drug interaction prediction based on co-medication patterns and
graph matching},
journal = {CoRR},
volume = {abs/1902.08675},
year = {2019},
url = {http://arxiv.org/abs/1902.08675},
eprinttype = {arXiv},
eprint = {1902.08675},
timestamp = {Tue, 22 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-08675.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-06910,
author = {Bo Peng and
Renqiang Min and
Xia Ning},
title = {CNN-based Dual-Chain Models for Knowledge Graph Learning},
journal = {CoRR},
volume = {abs/1911.06910},
year = {2019},
url = {http://arxiv.org/abs/1911.06910},
eprinttype = {arXiv},
eprint = {1911.06910},
timestamp = {Wed, 10 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-06910.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jhir/ChiangSSLN18,
author = {Wen{-}Hao Chiang and
Titus Schleyer and
Li Shen and
Lang Li and
Xia Ning},
title = {Pattern Discovery from High-Order Drug-Drug Interaction Relations},
journal = {J. Heal. Informatics Res.},
volume = {2},
number = {3},
pages = {272--304},
year = {2018},
url = {https://doi.org/10.1007/s41666-018-0020-2},
doi = {10.1007/S41666-018-0020-2},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jhir/ChiangSSLN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csedu/AchesonN18,
author = {Lingma Lu Acheson and
Xia Ning},
editor = {Bruce M. McLaren and
Rob Reilly and
Susan Zvacek and
James Onohuome Uhomoibhi},
title = {Enhance E-Learning through Data Mining for Personalized Intervention},
booktitle = {Proceedings of the 10th International Conference on Computer Supported
Education, {CSEDU} 2018, Funchal, Madeira, Portugal, March 15-17,
2018, Volume 1},
pages = {461--465},
publisher = {SciTePress},
year = {2018},
url = {https://doi.org/10.5220/0006793304610465},
doi = {10.5220/0006793304610465},
timestamp = {Wed, 09 May 2018 16:57:24 +0200},
biburl = {https://dblp.org/rec/conf/csedu/AchesonN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RenNR18,
author = {Zhiyun Ren and
Xia Ning and
Huzefa Rangwala},
editor = {Martin Ester and
Dino Pedreschi},
title = {{ALE:} Additive Latent Effect Models for Grade Prediction},
booktitle = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
{SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
Diego, CA, {USA}},
pages = {477--485},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.54},
doi = {10.1137/1.9781611975321.54},
timestamp = {Sun, 13 May 2018 11:47:13 +0200},
biburl = {https://dblp.org/rec/conf/sdm/RenNR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-05535,
author = {Zhiyun Ren and
Xia Ning and
Huzefa Rangwala},
title = {{ALE:} Additive Latent Effect Models for Grade Prediction},
journal = {CoRR},
volume = {abs/1801.05535},
year = {2018},
url = {http://arxiv.org/abs/1801.05535},
eprinttype = {arXiv},
eprint = {1801.05535},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-05535.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-07691,
author = {Yicheng He and
Junfeng Liu and
Lijun Cheng and
Xia Ning},
title = {Drug Selection via Joint Push and Learning to Rank},
journal = {CoRR},
volume = {abs/1801.07691},
year = {2018},
url = {http://arxiv.org/abs/1801.07691},
eprinttype = {arXiv},
eprint = {1801.07691},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-07691.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-03185,
author = {Wen{-}Hao Chiang and
Li Shen and
Lang Li and
Xia Ning},
title = {Drug Recommendation toward Safe Polypharmacy},
journal = {CoRR},
volume = {abs/1803.03185},
year = {2018},
url = {http://arxiv.org/abs/1803.03185},
eprinttype = {arXiv},
eprint = {1803.03185},
timestamp = {Tue, 22 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-03185.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/LiuN17,
author = {Junfeng Liu and
Xia Ning},
title = {Multi-Assay-Based Compound Prioritization via Assistance Utilization:
{A} Machine Learning Framework},
journal = {J. Chem. Inf. Model.},
volume = {57},
number = {3},
pages = {484--498},
year = {2017},
url = {https://doi.org/10.1021/acs.jcim.6b00737},
doi = {10.1021/ACS.JCIM.6B00737},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcisd/LiuN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/LiuN17a,
author = {Junfeng Liu and
Xia Ning},
title = {Differential Compound Prioritization via Bidirectional Selectivity
Push with Power},
journal = {J. Chem. Inf. Model.},
volume = {57},
number = {12},
pages = {2958--2975},
year = {2017},
url = {https://doi.org/10.1021/acs.jcim.7b00552},
doi = {10.1021/ACS.JCIM.7B00552},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcisd/LiuN17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bcb/LiuN17,
author = {Junfeng Liu and
Xia Ning},
editor = {Nurit Haspel and
Lenore J. Cowen and
Amarda Shehu and
Tamer Kahveci and
Giuseppe Pozzi},
title = {Differential Compound Prioritization via Bi-Directional Selectivity
Push with Power},
booktitle = {Proceedings of the 8th {ACM} International Conference on Bioinformatics,
Computational Biology, and Health Informatics, {BCB} 2017, Boston,
MA, USA, August 20-23, 2017},
pages = {394--399},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3107411.3107486},
doi = {10.1145/3107411.3107486},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bcb/LiuN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RenNR17,
author = {Zhiyun Ren and
Xia Ning and
Huzefa Rangwala},
editor = {Xiangen Hu and
Tiffany Barnes and
Arnon Hershkovitz and
Luc Paquette},
title = {Grade Prediction with Temporal Course-wise Influence},
booktitle = {Proceedings of the 10th International Conference on Educational Data
Mining, {EDM} 2017, Wuhan, Hubei, China, June 25-28, 2017},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2017},
url = {http://educationaldatamining.org/EDM2017/proc\_files/papers/paper\_42.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/RenNR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/NingSSL17,
author = {Xia Ning and
Titus Schleyer and
Li Shen and
Lang Li},
title = {Pattern Discovery from Directional High-Order Drug-Drug Interaction
Relations},
booktitle = {2017 {IEEE} International Conference on Healthcare Informatics, {ICHI}
2017, Park City, UT, USA, August 23-26, 2017},
pages = {154--162},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICHI.2017.20},
doi = {10.1109/ICHI.2017.20},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ichi/NingSSL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/NingSL17,
author = {Xia Ning and
Li Shen and
Lang Li},
title = {Predicting High-Order Directional Drug-Drug Interaction Relations},
booktitle = {2017 {IEEE} International Conference on Healthcare Informatics, {ICHI}
2017, Park City, UT, USA, August 23-26, 2017},
pages = {556--561},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICHI.2017.76},
doi = {10.1109/ICHI.2017.76},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ichi/NingSL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2017w,
editor = {Raju Gottumukkala and
Xia Ning and
Guozhu Dong and
Vijay Raghavan and
Srinivas Aluru and
George Karypis and
Lucio Miele and
Xindong Wu},
title = {2017 {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops 2017, New Orleans, LA, USA, November 18-21, 2017},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://ieeexplore.ieee.org/xpl/conhome/8211022/proceeding},
isbn = {978-1-5386-3800-2},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/2017w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-05433,
author = {Zhiyun Ren and
Xia Ning and
Huzefa Rangwala},
title = {Grade Prediction with Temporal Course-wise Influence},
journal = {CoRR},
volume = {abs/1709.05433},
year = {2017},
url = {http://arxiv.org/abs/1709.05433},
eprinttype = {arXiv},
eprint = {1709.05433},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-05433.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icac/XuN0RJ16,
author = {Hongteng Xu and
Xia Ning and
Hui Zhang and
Junghwan Rhee and
Guofei Jiang},
editor = {Samuel Kounev and
Holger Giese and
Jie Liu},
title = {PInfer: Learning to Infer Concurrent Request Paths from System Kernel
Events},
booktitle = {2016 {IEEE} International Conference on Autonomic Computing, {ICAC}
2016, Wuerzburg, Germany, July 17-22, 2016},
pages = {199--208},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICAC.2016.38},
doi = {10.1109/ICAC.2016.38},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icac/XuN0RJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BianLN16,
author = {Xiao Bian and
Feng Li and
Xia Ning},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Kernelized Sparse Self-Representation for Clustering and Recommendation},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {10--17},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.2},
doi = {10.1137/1.9781611974348.2},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BianLN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangCHNAPC16,
author = {Baichuan Zhang and
Sutanay Choudhury and
Mohammad Al Hasan and
Xia Ning and
Khushbu Agarwal and
Sumit Purohit and
Paola Gabriela Pesntez Cabrera},
title = {Trust from the past: Bayesian Personalized Ranking based Link Prediction
in Knowledge Graphs},
journal = {CoRR},
volume = {abs/1601.03778},
year = {2016},
url = {http://arxiv.org/abs/1601.03778},
eprinttype = {arXiv},
eprint = {1601.03778},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhangCHNAPC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/WangQLWRNLJ15,
author = {Jun Wang and
Zhiyun Qian and
Zhichun Li and
Zhenyu Wu and
Junghwan Rhee and
Xia Ning and
Peng Liu and
Guofei Jiang},
editor = {Feng Bao and
Steven Miller and
Jianying Zhou and
Gail{-}Joon Ahn},
title = {Discover and Tame Long-running Idling Processes in Enterprise Systems},
booktitle = {Proceedings of the 10th {ACM} Symposium on Information, Computer and
Communications Security, {ASIA} {CCS} '15, Singapore, April 14-17,
2015},
pages = {543--554},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2714576.2714613},
doi = {10.1145/2714576.2714613},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/WangQLWRNLJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LuoXZNZY015,
author = {Dixin Luo and
Hongteng Xu and
Yi Zhen and
Xia Ning and
Hongyuan Zha and
Xiaokang Yang and
Wenjun Zhang},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {Multi-Task Multi-Dimensional Hawkes Processes for Modeling Event Sequences},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {3685--3691},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/518},
timestamp = {Wed, 05 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/LuoXZNZY015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/HuangN15,
author = {Jiaji Huang and
Xia Ning},
editor = {Tru H. Cao and
Ee{-}Peng Lim and
Zhi{-}Hua Zhou and
Tu Bao Ho and
David Wai{-}Lok Cheung and
Hiroshi Motoda},
title = {Latent Space Tracking from Heterogeneous Data with an Application
for Anomaly Detection},
booktitle = {Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia
Conference, {PAKDD} 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9077},
pages = {429--441},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-18038-0\_34},
doi = {10.1007/978-3-319-18038-0\_34},
timestamp = {Tue, 24 Aug 2021 17:53:57 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/HuangN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BianNJ15,
author = {Xiao Bian and
Xia Ning and
Geoff Jiang},
editor = {Annalisa Appice and
Pedro Pereira Rodrigues and
V{\'{\i}}tor Santos Costa and
Jo{\~{a}}o Gama and
Al{\'{\i}}pio Jorge and
Carlos Soares},
title = {Hierarchical Sparse Dictionary Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9285},
pages = {687--700},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23525-7\_42},
doi = {10.1007/978-3-319-23525-7\_42},
timestamp = {Mon, 30 Nov 2020 08:47:26 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BianNJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/premi/NingK15,
author = {Xia Ning and
George Karypis},
editor = {Marzena Kryszkiewicz and
Sanghamitra Bandyopadhyay and
Henryk Rybinski and
Sankar K. Pal},
title = {Recent Advances in Recommender Systems and Future Directions},
booktitle = {Pattern Recognition and Machine Intelligence - 6th International Conference,
PReMI 2015, Warsaw, Poland, June 30 - July 3, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9124},
pages = {3--9},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-19941-2\_1},
doi = {10.1007/978-3-319-19941-2\_1},
timestamp = {Thu, 14 Oct 2021 10:46:31 +0200},
biburl = {https://dblp.org/rec/conf/premi/NingK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LinN15,
author = {Tzu{-}Chun Lin and
Xia Ning},
editor = {David Ben{-}Shimon and
Michael Friedmann and
Lior Rokach and
Bracha Shapira},
title = {Multi-Perspective Modeling for Click Event Prediction},
booktitle = {Proceedings of the 2015 International {ACM} Recommender Systems Challenge,
RecSys Challenge 2015, Vienna, Austria, September 16-20, 2015},
pages = {11:1--11:4},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2813448.2813520},
doi = {10.1145/2813448.2813520},
timestamp = {Tue, 06 Nov 2018 11:07:03 +0100},
biburl = {https://dblp.org/rec/conf/recsys/LinN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/sp/NingDK15,
author = {Xia Ning and
Christian Desrosiers and
George Karypis},
editor = {Francesco Ricci and
Lior Rokach and
Bracha Shapira},
title = {A Comprehensive Survey of Neighborhood-Based Recommendation Methods},
booktitle = {Recommender Systems Handbook},
pages = {37--76},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-1-4899-7637-6\_2},
doi = {10.1007/978-1-4899-7637-6\_2},
timestamp = {Tue, 21 Mar 2023 21:16:16 +0100},
biburl = {https://dblp.org/rec/reference/sp/NingDK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MinNCG14,
author = {Martin Renqiang Min and
Xia Ning and
Chao Cheng and
Mark Gerstein},
title = {Interpretable Sparse High-Order Boltzmann Machines},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {614--622},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/min14.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MinNCG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KabburNK13,
author = {Santosh Kabbur and
Xia Ning and
George Karypis},
editor = {Inderjit S. Dhillon and
Yehuda Koren and
Rayid Ghani and
Ted E. Senator and
Paul Bradley and
Rajesh Parekh and
Jingrui He and
Robert L. Grossman and
Ramasamy Uthurusamy},
title = {{FISM:} factored item similarity models for top-N recommender systems},
booktitle = {The 19th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} 2013, Chicago, IL, USA, August 11-14, 2013},
pages = {659--667},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2487575.2487589},
doi = {10.1145/2487575.2487589},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KabburNK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ZhuangKNHS12,
author = {Fuzhen Zhuang and
George Karypis and
Xia Ning and
Qing He and
Zhongzhi Shi},
title = {Multi-view learning via probabilistic latent semantic analysis},
journal = {Inf. Sci.},
volume = {199},
pages = {20--30},
year = {2012},
url = {https://doi.org/10.1016/j.ins.2012.02.058},
doi = {10.1016/J.INS.2012.02.058},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/ZhuangKNHS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/NingWK12,
author = {Xia Ning and
Michael A. Walters and
George Karypis},
title = {Improved Machine Learning Models for Predicting Selective Compounds},
journal = {J. Chem. Inf. Model.},
volume = {52},
number = {1},
pages = {38--50},
year = {2012},
url = {https://doi.org/10.1021/ci200346b},
doi = {10.1021/CI200346B},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcisd/NingWK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/NingWK12a,
author = {Xia Ning and
Michael A. Walters and
George Karypis},
title = {Improved Machine Learning Models for Predicting Selective Compounds},
journal = {J. Chem. Inf. Model.},
volume = {52},
number = {5},
pages = {1411},
year = {2012},
url = {https://doi.org/10.1021/ci300201j},
doi = {10.1021/CI300201J},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcisd/NingWK12a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/NingK12,
author = {Xia Ning and
George Karypis},
editor = {Padraig Cunningham and
Neil J. Hurley and
Ido Guy and
Sarabjot Singh Anand},
title = {Sparse linear methods with side information for top-n recommendations},
booktitle = {Sixth {ACM} Conference on Recommender Systems, RecSys '12, Dublin,
Ireland, September 9-13, 2012},
pages = {155--162},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2365952.2365983},
doi = {10.1145/2365952.2365983},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/NingK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/NingK12,
author = {Xia Ning and
George Karypis},
editor = {Alain Mille and
Fabien Gandon and
Jacques Misselis and
Michael Rabinovich and
Steffen Staab},
title = {Sparse linear methods with side information for Top-N recommendations},
booktitle = {Proceedings of the 21st World Wide Web Conference, {WWW} 2012, Lyon,
France, April 16-20, 2012 (Companion Volume)},
pages = {581--582},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2187980.2188137},
doi = {10.1145/2187980.2188137},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/NingK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bcb/NingWK11,
author = {Xia Ning and
Michael A. Walters and
George Karypis},
editor = {Robert Grossman and
Andrey Rzhetsky and
Sun Kim and
Wei Wang},
title = {Improved machine learning models for predicting selective compounds},
booktitle = {{ACM} International Conference on Bioinformatics, Computational Biology
and Biomedicine, BCB' 11, Chicago, IL, {USA} - July 31 - August 03,
2011},
pages = {106--115},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2147805.2147817},
doi = {10.1145/2147805.2147817},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bcb/NingWK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/NingK11,
author = {Xia Ning and
George Karypis},
editor = {Diane J. Cook and
Jian Pei and
Wei Wang and
Osmar R. Za{\"{\i}}ane and
Xindong Wu},
title = {{SLIM:} Sparse Linear Methods for Top-N Recommender Systems},
booktitle = {11th {IEEE} International Conference on Data Mining, {ICDM} 2011,
Vancouver, BC, Canada, December 11-14, 2011},
pages = {497--506},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICDM.2011.134},
doi = {10.1109/ICDM.2011.134},
timestamp = {Sat, 01 Mar 2025 10:58:19 +0100},
biburl = {https://dblp.org/rec/conf/icdm/NingK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/NingQ11,
author = {Xia Ning and
Yanjun Qi},
title = {Semi-Supervised Convolution Graph Kernels for Relation Extraction},
booktitle = {Proceedings of the Eleventh {SIAM} International Conference on Data
Mining, {SDM} 2011, April 28-30, 2011, Mesa, Arizona, {USA}},
pages = {510--521},
publisher = {{SIAM} / Omnipress},
year = {2011},
url = {https://doi.org/10.1137/1.9781611972818.44},
doi = {10.1137/1.9781611972818.44},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/NingQ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KuksaQBCWPN10,
author = {Pavel P. Kuksa and
Yanjun Qi and
Bing Bai and
Ronan Collobert and
Jason Weston and
Vladimir Pavlovic and
Xia Ning},
editor = {Jos{\'{e}} L. Balc{\'{a}}zar and
Francesco Bonchi and
Aristides Gionis and
Mich{\`{e}}le Sebag},
title = {Semi-supervised Abstraction-Augmented String Kernel for Multi-level
Bio-Relation Extraction},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML} {PKDD} 2010, Barcelona, Spain, September 20-24, 2010, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6322},
pages = {128--144},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15883-4\_9},
doi = {10.1007/978-3-642-15883-4\_9},
timestamp = {Tue, 11 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KuksaQBCWPN10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/NingK10,
author = {Xia Ning and
George Karypis},
editor = {Masashi Sugiyama and
Qiang Yang},
title = {Multi-task Learning for Recommender System},
booktitle = {Proceedings of the 2nd Asian Conference on Machine Learning, {ACML}
2010, Tokyo, Japan, November 8-10, 2010},
series = {{JMLR} Proceedings},
volume = {13},
pages = {269--284},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v13/ning10a.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/NingK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ads/WaleNK10,
author = {Nikil Wale and
Xia Ning and
George Karypis},
editor = {Charu C. Aggarwal and
Haixun Wang},
title = {Trends in Chemical Graph Data Mining},
booktitle = {Managing and Mining Graph Data},
series = {Advances in Database Systems},
volume = {40},
pages = {581--606},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-1-4419-6045-0\_19},
doi = {10.1007/978-1-4419-6045-0\_19},
timestamp = {Tue, 16 May 2017 14:24:24 +0200},
biburl = {https://dblp.org/rec/series/ads/WaleNK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/NingRK09,
author = {Xia Ning and
Huzefa Rangwala and
George Karypis},
title = {Multi-Assay-Based Structure-Activity Relationship Models: Improving
Structure-Activity Relationship Models by Incorporating Activity Information
from Related Targets},
journal = {J. Chem. Inf. Model.},
volume = {49},
number = {11},
pages = {2444--2456},
year = {2009},
url = {https://doi.org/10.1021/ci900182q},
doi = {10.1021/CI900182Q},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcisd/NingRK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/NingK09,
author = {Xia Ning and
George Karypis},
title = {The Set Classification Problem and Solution Methods},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2009, April 30 - May 2, 2009, Sparks, Nevada, {USA}},
pages = {847--858},
publisher = {{SIAM}},
year = {2009},
url = {https://doi.org/10.1137/1.9781611972795.73},
doi = {10.1137/1.9781611972795.73},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/NingK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/NingK08,
author = {Xia Ning and
George Karypis},
title = {The Set Classification Problem and Solution Methods},
booktitle = {Workshops Proceedings of the 8th {IEEE} International Conference on
Data Mining {(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
pages = {720--729},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDMW.2008.113},
doi = {10.1109/ICDMW.2008.113},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/NingK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pdcat/0002ZN05,
author = {Jianjun Chen and
Yao Zheng and
Xia Ning},
title = {Scalable Parallel Quadrilateral Mesh Generation Coupled with Mesh
Partitioning},
booktitle = {Sixth International Conference on Parallel and Distributed Computing,
Applications and Technologies {(PDCAT} 2005), 5-8 December 2005, Dalian,
China},
pages = {966--970},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/PDCAT.2005.210},
doi = {10.1109/PDCAT.2005.210},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pdcat/0002ZN05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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