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ORCIDBibTeX records: Yada Zhu
@inproceedings{DBLP:conf/acl/Fang0QGZ25,
author = {Wei Fang and
Yang Zhang and
Kaizhi Qian and
James R. Glass and
Yada Zhu},
editor = {Wanxiang Che and
Joyce Nabende and
Ekaterina Shutova and
Mohammad Taher Pilehvar},
title = {{PLAY2PROMPT:} Zero-shot Tool Instruction Optimization for {LLM} Agents
via Tool Play},
booktitle = {Findings of the Association for Computational Linguistics, {ACL} 2025,
Vienna, Austria, July 27 - August 1, 2025},
pages = {26274--26290},
publisher = {Association for Computational Linguistics},
year = {2025},
url = {https://aclanthology.org/2025.findings-acl.1347/},
timestamp = {Mon, 28 Jul 2025 15:13:54 +0200},
biburl = {https://dblp.org/rec/conf/acl/Fang0QGZ25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WangL0SLZ25,
author = {Song Wang and
Junhong Lin and
Xiaojie Guo and
Julian Shun and
Jundong Li and
Yada Zhu},
title = {Reasoning of Large Language Models over Knowledge Graphs with Super-Relations},
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=rTCJ29pkuA},
timestamp = {Tue, 17 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WangL0SLZ25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/ZhangTKAHRSMZ25,
author = {Bing Zhang and
Mikio Takeuchi and
Ryo Kawahara and
Shubhi Asthana and
Md. Maruf Hossain and
Guang{-}Jie Ren and
Kate Soule and
Yifan Mai and
Yada Zhu},
editor = {Weizhu Chen and
Yi Yang and
Mohammad Kachuee and
Xue{-}Yong Fu},
title = {Evaluating Large Language Models with Enterprise Benchmarks},
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 3: Industry Track, Albuquerque,
New Mexico, USA, April 30, 2025},
pages = {485--505},
publisher = {Association for Computational Linguistics},
year = {2025},
url = {https://doi.org/10.18653/v1/2025.naacl-industry.40},
doi = {10.18653/V1/2025.NAACL-INDUSTRY.40},
timestamp = {Mon, 28 Jul 2025 10:29:35 +0200},
biburl = {https://dblp.org/rec/conf/naacl/ZhangTKAHRSMZ25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-08942,
author = {Zihao Li and
Xiao Lin and
Zhining Liu and
Jiaru Zou and
Ziwei Wu and
Lecheng Zheng and
Dongqi Fu and
Yada Zhu and
Hendrik F. Hamann and
Hanghang Tong and
Jingrui He},
title = {Language in the Flow of Time: Time-Series-Paired Texts Weaved into
a Unified Temporal Narrative},
journal = {CoRR},
volume = {abs/2502.08942},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.08942},
doi = {10.48550/ARXIV.2502.08942},
eprinttype = {arXiv},
eprint = {2502.08942},
timestamp = {Tue, 08 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-08942.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2503-14432,
author = {Wei Fang and
Yang Zhang and
Kaizhi Qian and
James Glass and
Yada Zhu},
title = {{PLAY2PROMPT:} Zero-shot Tool Instruction Optimization for {LLM} Agents
via Tool Play},
journal = {CoRR},
volume = {abs/2503.14432},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2503.14432},
doi = {10.48550/ARXIV.2503.14432},
eprinttype = {arXiv},
eprint = {2503.14432},
timestamp = {Thu, 10 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2503-14432.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2503-22166,
author = {Song Wang and
Junhong Lin and
Xiaojie Guo and
Julian Shun and
Jundong Li and
Yada Zhu},
title = {Reasoning of Large Language Models over Knowledge Graphs with Super-Relations},
journal = {CoRR},
volume = {abs/2503.22166},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2503.22166},
doi = {10.48550/ARXIV.2503.22166},
eprinttype = {arXiv},
eprint = {2503.22166},
timestamp = {Tue, 17 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2503-22166.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2504-01346,
author = {Jiaru Zou and
Dongqi Fu and
Sirui Chen and
Xinrui He and
Zihao Li and
Yada Zhu and
Jiawei Han and
Jingrui He},
title = {{GTR:} Graph-Table-RAG for Cross-Table Question Answering},
journal = {CoRR},
volume = {abs/2504.01346},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2504.01346},
doi = {10.48550/ARXIV.2504.01346},
eprinttype = {arXiv},
eprint = {2504.01346},
timestamp = {Tue, 08 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2504-01346.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2504-07394,
author = {Dongqi Fu and
Yada Zhu and
Zhining Liu and
Lecheng Zheng and
Xiao Lin and
Zihao Li and
Liri Fang and
Katherine Tieu and
Onkar Bhardwaj and
Kommy Weldemariam and
Hanghang Tong and
Hendrik F. Hamann and
Jingrui He},
title = {ClimateBench-M: {A} Multi-Modal Climate Data Benchmark with a Simple
Generative Method},
journal = {CoRR},
volume = {abs/2504.07394},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2504.07394},
doi = {10.48550/ARXIV.2504.07394},
eprinttype = {arXiv},
eprint = {2504.07394},
timestamp = {Tue, 08 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2504-07394.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-17451,
author = {Zhining Liu and
Zihao Li and
Ze Yang and
Tianxin Wei and
Jian Kang and
Yada Zhu and
Hendrik F. Hamann and
Jingrui He and
Hanghang Tong},
title = {{CLIMB:} Class-imbalanced Learning Benchmark on Tabular Data},
journal = {CoRR},
volume = {abs/2505.17451},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.17451},
doi = {10.48550/ARXIV.2505.17451},
eprinttype = {arXiv},
eprint = {2505.17451},
timestamp = {Tue, 08 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-17451.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-18442,
author = {Zhining Liu and
Ze Yang and
Xiao Lin and
Ruizhong Qiu and
Tianxin Wei and
Yada Zhu and
Hendrik F. Hamann and
Jingrui He and
Hanghang Tong},
title = {Breaking Silos: Adaptive Model Fusion Unlocks Better Time Series Forecasting},
journal = {CoRR},
volume = {abs/2505.18442},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.18442},
doi = {10.48550/ARXIV.2505.18442},
eprinttype = {arXiv},
eprint = {2505.18442},
timestamp = {Thu, 26 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-18442.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/FengJZT24,
author = {Shengyu Feng and
Baoyu Jing and
Yada Zhu and
Hanghang Tong},
title = {ArieL: Adversarial Graph Contrastive Learning},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {18},
number = {4},
pages = {82:1--82:22},
year = {2024},
url = {https://doi.org/10.1145/3638054},
doi = {10.1145/3638054},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/FengJZT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/JingYDPZ0T24,
author = {Baoyu Jing and
Yuchen Yan and
Kaize Ding and
Chanyoung Park and
Yada Zhu and
Huan Liu and
Hanghang Tong},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Sterling: Synergistic Representation Learning on Bipartite Graphs},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {12976--12984},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i12.29195},
doi = {10.1609/AAAI.V38I12.29195},
timestamp = {Mon, 03 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/JingYDPZ0T24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/KangLZHGCRFK24,
author = {Junmo Kang and
Hongyin Luo and
Yada Zhu and
Jacob A. Hansen and
James R. Glass and
David D. Cox and
Alan Ritter and
Rog{\'{e}}rio Feris and
Leonid Karlinsky},
editor = {Lun{-}Wei Ku and
Andre Martins and
Vivek Srikumar},
title = {Self-Specialization: Uncovering Latent Expertise within Large Language
Models},
booktitle = {Findings of the Association for Computational Linguistics, {ACL} 2024,
Bangkok, Thailand and virtual meeting, August 11-16, 2024},
pages = {2681--2706},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.findings-acl.157},
doi = {10.18653/V1/2024.FINDINGS-ACL.157},
timestamp = {Tue, 24 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/KangLZHGCRFK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/Lin0Z0ZS24,
author = {Junhong Lin and
Xiaojie Guo and
Shuaicheng Zhang and
Dawei Zhou and
Yada Zhu and
Julian Shun},
editor = {Wei Ding and
Chang{-}Tien Lu and
Fusheng Wang and
Liping Di and
Kesheng Wu and
Jun Huan and
Raghu Nambiar and
Jundong Li and
Filip Ilievski and
Ricardo Baeza{-}Yates and
Xiaohua Hu},
title = {UnifiedGT: Towards a Universal Framework of Transformers in Large-Scale
Graph Learning},
booktitle = {{IEEE} International Conference on Big Data, BigData 2024, Washington,
DC, USA, December 15-18, 2024},
pages = {1057--1066},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/BigData62323.2024.10825327},
doi = {10.1109/BIGDATA62323.2024.10825327},
timestamp = {Tue, 25 Feb 2025 08:17:20 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/Lin0Z0ZS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaif/LinGZMAS24,
author = {Junhong Lin and
Xiaojie Guo and
Yada Zhu and
Samuel Mitchell and
Erik Altman and
Julian Shun},
title = {FraudGT: {A} Simple, Effective, and Efficient Graph Transformer for
Financial Fraud Detection},
booktitle = {Proceedings of the 5th {ACM} International Conference on {AI} in Finance,
{ICAIF} 2024, Brooklyn, NY, USA, November 14-17, 2024},
pages = {292--300},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3677052.3698648},
doi = {10.1145/3677052.3698648},
timestamp = {Mon, 02 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaif/LinGZMAS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/Zheng0TXZH24,
author = {Lecheng Zheng and
Dawei Zhou and
Hanghang Tong and
Jiejun Xu and
Yada Zhu and
Jingrui He},
title = {Fairgen: Towards Fair Graph Generation},
booktitle = {40th {IEEE} International Conference on Data Engineering, {ICDE} 2024,
Utrecht, The Netherlands, May 13-16, 2024},
pages = {2285--2297},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICDE60146.2024.00181},
doi = {10.1109/ICDE60146.2024.00181},
timestamp = {Mon, 29 Jul 2024 14:11:15 +0200},
biburl = {https://dblp.org/rec/conf/icde/Zheng0TXZH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BanAWZWTH24,
author = {Yikun Ban and
Ishika Agarwal and
Ziwei Wu and
Yada Zhu and
Kommy Weldemariam and
Hanghang Tong and
Jingrui He},
title = {Neural Active Learning Beyond Bandits},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=g1S72T3FGc},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BanAWZWTH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhangD0ZLL24,
author = {Binchi Zhang and
Yushun Dong and
Chen Chen and
Yada Zhu and
Minnan Luo and
Jundong Li},
title = {Adversarial Attacks on Fairness of Graph Neural Networks},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=q3KNrmW6Ql},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ZhangD0ZLL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0002QZYZ0ZWHT24,
author = {Zhining Liu and
Ruizhong Qiu and
Zhichen Zeng and
Hyunsik Yoo and
David Zhou and
Zhe Xu and
Yada Zhu and
Kommy Weldemariam and
Jingrui He and
Hanghang Tong},
title = {Class-Imbalanced Graph Learning without Class Rebalancing},
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=pPnkpvBeZN},
timestamp = {Wed, 22 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0002QZYZ0ZWHT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Tsiourvas0PCZ24,
author = {Asterios Tsiourvas and
Wei Sun and
Georgia Perakis and
Pin{-}Yu Chen and
Yada Zhu},
title = {Learning Optimal Projection for Forecast Reconciliation of Hierarchical
Time Series},
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=55HfvJ6lDB},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Tsiourvas0PCZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0001QZZHT24,
author = {Zhining Liu and
Ruizhong Qiu and
Zhichen Zeng and
Yada Zhu and
Hendrik F. Hamann and
Hanghang Tong},
editor = {Ricardo Baeza{-}Yates and
Francesco Bonchi},
title = {{AIM:} Attributing, Interpreting, Mitigating Data Unfairness},
booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},
pages = {2014--2025},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3637528.3671797},
doi = {10.1145/3637528.3671797},
timestamp = {Wed, 22 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/0001QZZHT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangJDZCZF0024,
author = {Haohui Wang and
Baoyu Jing and
Kaize Ding and
Yada Zhu and
Wei Cheng and
Si Zhang and
Yonghui Fan and
Liqing Zhang and
Dawei Zhou},
editor = {Ricardo Baeza{-}Yates and
Francesco Bonchi},
title = {Mastering Long-Tail Complexity on Graphs: Characterization, Learning,
and Generalization},
booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},
pages = {3045--3056},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3637528.3671880},
doi = {10.1145/3637528.3671880},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WangJDZCZF0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/ZhouZAKZ24,
author = {Yue Zhou and
Yada Zhu and
Diego Antognini and
Yoon Kim and
Yang Zhang},
editor = {Kevin Duh and
Helena G{\'{o}}mez{-}Adorno and
Steven Bethard},
title = {Paraphrase and Solve: Exploring and Exploiting the Impact of Surface
Form on Mathematical Reasoning in Large Language Models},
booktitle = {Proceedings of the 2024 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies
(Volume 1: Long Papers), {NAACL} 2024, Mexico City, Mexico, June 16-21,
2024},
pages = {2793--2804},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.naacl-long.153},
doi = {10.18653/V1/2024.NAACL-LONG.153},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/ZhouZAKZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TieuFZHH24,
author = {Katherine Tieu and
Dongqi Fu and
Yada Zhu and
Hendrik F. Hamann and
Jingrui He},
editor = {Amir Globersons and
Lester Mackey and
Danielle Belgrave and
Angela Fan and
Ulrich Paquet and
Jakub M. Tomczak and
Cheng Zhang},
title = {Temporal Graph Neural Tangent Kernel with Graphon-Guaranteed},
booktitle = {Advances in Neural Information Processing Systems 38: Annual Conference
on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver,
BC, Canada, December 10 - 15, 2024},
year = {2024},
url = {http://papers.nips.cc/paper\_files/paper/2024/hash/abd3c6b90e474ec50a52c446926b00be-Abstract-Conference.html},
timestamp = {Thu, 13 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TieuFZHH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-11500,
author = {Yue Zhou and
Yada Zhu and
Diego Antognini and
Yoon Kim and
Yang Zhang},
title = {Paraphrase and Solve: Exploring and Exploiting the Impact of Surface
Form on Mathematical Reasoning in Large Language Models},
journal = {CoRR},
volume = {abs/2404.11500},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.11500},
doi = {10.48550/ARXIV.2404.11500},
eprinttype = {arXiv},
eprint = {2404.11500},
timestamp = {Thu, 24 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-11500.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-12522,
author = {Yikun Ban and
Ishika Agarwal and
Ziwei Wu and
Yada Zhu and
Kommy Weldemariam and
Hanghang Tong and
Jingrui He},
title = {Neural Active Learning Beyond Bandits},
journal = {CoRR},
volume = {abs/2404.12522},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.12522},
doi = {10.48550/ARXIV.2404.12522},
eprinttype = {arXiv},
eprint = {2404.12522},
timestamp = {Wed, 22 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-12522.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-08819,
author = {Zhining Liu and
Ruizhong Qiu and
Zhichen Zeng and
Yada Zhu and
Hendrik F. Hamann and
Hanghang Tong},
title = {{AIM:} Attributing, Interpreting, Mitigating Data Unfairness},
journal = {CoRR},
volume = {abs/2406.08819},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.08819},
doi = {10.48550/ARXIV.2406.08819},
eprinttype = {arXiv},
eprint = {2406.08819},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-08819.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-10916,
author = {Junhong Lin and
Xiaojie Guo and
Shuaicheng Zhang and
Dawei Zhou and
Yada Zhu and
Julian Shun},
title = {When Heterophily Meets Heterogeneity: New Graph Benchmarks and Effective
Methods},
journal = {CoRR},
volume = {abs/2407.10916},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.10916},
doi = {10.48550/ARXIV.2407.10916},
eprinttype = {arXiv},
eprint = {2407.10916},
timestamp = {Tue, 03 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-10916.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-04254,
author = {Dongqi Fu and
Yada Zhu and
Hanghang Tong and
Kommy Weldemariam and
Onkar Bhardwaj and
Jingrui He},
title = {Generating Fine-Grained Causality in Climate Time Series Data for
Forecasting and Anomaly Detection},
journal = {CoRR},
volume = {abs/2408.04254},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.04254},
doi = {10.48550/ARXIV.2408.04254},
eprinttype = {arXiv},
eprint = {2408.04254},
timestamp = {Fri, 13 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-04254.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-12857,
author = {Bing Zhang and
Mikio Takeuchi and
Ryo Kawahara and
Shubhi Asthana and
Md. Maruf Hossain and
Guang{-}Jie Ren and
Kate Soule and
Yada Zhu},
title = {Enterprise Benchmarks for Large Language Model Evaluation},
journal = {CoRR},
volume = {abs/2410.12857},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.12857},
doi = {10.48550/ARXIV.2410.12857},
eprinttype = {arXiv},
eprint = {2410.12857},
timestamp = {Sat, 31 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-12857.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaif/ZhangZ023,
author = {Shuaicheng Zhang and
Yada Zhu and
Dawei Zhou},
title = {TGEditor: Task-Guided Graph Editing for Augmenting Temporal Financial
Transaction Networks},
booktitle = {4th {ACM} International Conference on {AI} in Finance, {ICAIF} 2023,
Brooklyn, NY, USA, November 27-29, 2023},
pages = {219--226},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604237.3626883},
doi = {10.1145/3604237.3626883},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaif/ZhangZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaif/YuanZ0023,
author = {Zixuan Yuan and
Yada Zhu and
Wei Zhang and
Hui Xiong},
title = {Earnings Call Analysis Using a Sparse Attention Based Encoder and
Multi-Source Counterfactual Augmentation},
booktitle = {4th {ACM} International Conference on {AI} in Finance, {ICAIF} 2023,
Brooklyn, NY, USA, November 27-29, 2023},
pages = {331--339},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604237.3626839},
doi = {10.1145/3604237.3626839},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaif/YuanZ0023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaif/ChenBZM23,
author = {Wenyu Chen and
Riade Benbaki and
Yada Zhu and
Rahul Mazumder},
title = {Dynamic Covariance Estimation under Structural Assumptions via a Joint
Optimization Approach},
booktitle = {4th {ACM} International Conference on {AI} in Finance, {ICAIF} 2023,
Brooklyn, NY, USA, November 27-29, 2023},
pages = {445--453},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604237.3626885},
doi = {10.1145/3604237.3626885},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaif/ChenBZM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangYQZGMT23,
author = {Dingsu Wang and
Yuchen Yan and
Ruizhong Qiu and
Yada Zhu and
Kaiyu Guan and
Andrew Margenot and
Hanghang Tong},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {Networked Time Series Imputation via Position-aware Graph Enhanced
Variational Autoencoders},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {2256--2268},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599444},
doi = {10.1145/3580305.3599444},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WangYQZGMT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhengZH23,
author = {Lecheng Zheng and
Yada Zhu and
Jingrui He},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Fairness-aware Multi-view Clustering},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {856--864},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch96},
doi = {10.1137/1.9781611977653.CH96},
timestamp = {Tue, 11 Feb 2025 13:56:08 +0100},
biburl = {https://dblp.org/rec/conf/sdm/ZhengZH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-05428,
author = {Baoyu Jing and
Yuchen Yan and
Kaize Ding and
Chanyoung Park and
Yada Zhu and
Huan Liu and
Hanghang Tong},
title = {{STERLING:} Synergistic Representation Learning on Bipartite Graphs},
journal = {CoRR},
volume = {abs/2302.05428},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.05428},
doi = {10.48550/ARXIV.2302.05428},
eprinttype = {arXiv},
eprint = {2302.05428},
timestamp = {Mon, 03 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-05428.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-05788,
author = {Lecheng Zheng and
Yada Zhu and
Jingrui He},
title = {Fairness-aware Multi-view Clustering},
journal = {CoRR},
volume = {abs/2302.05788},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.05788},
doi = {10.48550/ARXIV.2302.05788},
eprinttype = {arXiv},
eprint = {2302.05788},
timestamp = {Sun, 19 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-05788.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-17743,
author = {Lecheng Zheng and
Dawei Zhou and
Hanghang Tong and
Jiejun Xu and
Yada Zhu and
Jingrui He},
title = {FairGen: Towards Fair Graph Generation},
journal = {CoRR},
volume = {abs/2303.17743},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.17743},
doi = {10.48550/ARXIV.2303.17743},
eprinttype = {arXiv},
eprint = {2303.17743},
timestamp = {Mon, 17 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-17743.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-09938,
author = {Haohui Wang and
Baoyu Jing and
Kaize Ding and
Yada Zhu and
Dawei Zhou},
title = {Characterizing Long-Tail Categories on Graphs},
journal = {CoRR},
volume = {abs/2305.09938},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.09938},
doi = {10.48550/ARXIV.2305.09938},
eprinttype = {arXiv},
eprint = {2305.09938},
timestamp = {Wed, 24 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-09938.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-18612,
author = {Dingsu Wang and
Yuchen Yan and
Ruizhong Qiu and
Yada Zhu and
Kaiyu Guan and
Andrew J. Margenot and
Hanghang Tong},
title = {Networked Time Series Imputation via Position-aware Graph Enhanced
Variational Autoencoders},
journal = {CoRR},
volume = {abs/2305.18612},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.18612},
doi = {10.48550/ARXIV.2305.18612},
eprinttype = {arXiv},
eprint = {2305.18612},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-18612.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-14181,
author = {Zhining Liu and
Zhichen Zeng and
Ruizhong Qiu and
Hyunsik Yoo and
David Zhou and
Zhe Xu and
Yada Zhu and
Kommy Weldemariam and
Jingrui He and
Hanghang Tong},
title = {Topological Augmentation for Class-Imbalanced Node Classification},
journal = {CoRR},
volume = {abs/2308.14181},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.14181},
doi = {10.48550/ARXIV.2308.14181},
eprinttype = {arXiv},
eprint = {2308.14181},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-14181.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-00160,
author = {Junmo Kang and
Hongyin Luo and
Yada Zhu and
James R. Glass and
David D. Cox and
Alan Ritter and
Rog{\'{e}}rio Feris and
Leonid Karlinsky},
title = {Self-Specialization: Uncovering Latent Expertise within Large Language
Models},
journal = {CoRR},
volume = {abs/2310.00160},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.00160},
doi = {10.48550/ARXIV.2310.00160},
eprinttype = {arXiv},
eprint = {2310.00160},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-00160.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-13822,
author = {Binchi Zhang and
Yushun Dong and
Chen Chen and
Yada Zhu and
Minnan Luo and
Jundong Li},
title = {Adversarial Attacks on Fairness of Graph Neural Networks},
journal = {CoRR},
volume = {abs/2310.13822},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.13822},
doi = {10.48550/ARXIV.2310.13822},
eprinttype = {arXiv},
eprint = {2310.13822},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-13822.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaif/0001ZLL22,
author = {Di Chen and
Yada Zhu and
Miao Liu and
Jianbo Li},
editor = {Daniele Magazzeni and
Senthil Kumar and
Rahul Savani and
Renyuan Xu and
Carmine Ventre and
Blanka Horvath and
Ruimeng Hu and
Tucker Balch and
Francesca Toni},
title = {Cost-Efficient Reinforcement Learning for Optimal Trade Execution
on Dynamic Market Environment},
booktitle = {3rd {ACM} International Conference on {AI} in Finance, {ICAIF} 2022,
New York, NY, USA, November 2-4, 2022},
pages = {386--393},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3533271.3561761},
doi = {10.1145/3533271.3561761},
timestamp = {Fri, 25 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaif/0001ZLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaif/IbrahimCZCZM22,
author = {Shibal Ibrahim and
Wenyu Chen and
Yada Zhu and
Pin{-}Yu Chen and
Yang Zhang and
Rahul Mazumder},
editor = {Daniele Magazzeni and
Senthil Kumar and
Rahul Savani and
Renyuan Xu and
Carmine Ventre and
Blanka Horvath and
Ruimeng Hu and
Tucker Balch and
Francesca Toni},
title = {Knowledge Graph Guided Simultaneous Forecasting and Network Learning
for Multivariate Financial Time Series},
booktitle = {3rd {ACM} International Conference on {AI} in Finance, {ICAIF} 2022,
New York, NY, USA, November 2-4, 2022},
pages = {480--488},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3533271.3561702},
doi = {10.1145/3533271.3561702},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaif/IbrahimCZCZM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhengXZH22,
author = {Lecheng Zheng and
Jinjun Xiong and
Yada Zhu and
Jingrui He},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Contrastive Learning with Complex Heterogeneity},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {2594--2604},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539311},
doi = {10.1145/3534678.3539311},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhengXZH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/WangYXZT22,
author = {Yaojing Wang and
Yuan Yao and
Feng Xu and
Yada Zhu and
Hanghang Tong},
editor = {K. Selcuk Candan and
Huan Liu and
Leman Akoglu and
Xin Luna Dong and
Jiliang Tang},
title = {Structure Meets Sequences: Predicting Network of Co-evolving Sequences},
booktitle = {{WSDM} '22: The Fifteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25,
2022},
pages = {1090--1098},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3488560.3498411},
doi = {10.1145/3488560.3498411},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/WangYXZT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/FengJZT22,
author = {Shengyu Feng and
Baoyu Jing and
Yada Zhu and
Hanghang Tong},
editor = {Fr{\'{e}}d{\'{e}}rique Laforest and
Rapha{\"{e}}l Troncy and
Elena Simperl and
Deepak Agarwal and
Aristides Gionis and
Ivan Herman and
Lionel M{\'{e}}dini},
title = {Adversarial Graph Contrastive Learning with Information Regularization},
booktitle = {{WWW} '22: The {ACM} Web Conference 2022, Virtual Event, Lyon, France,
April 25 - 29, 2022},
pages = {1362--1371},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3485447.3512183},
doi = {10.1145/3485447.3512183},
timestamp = {Sun, 19 Jan 2025 13:09:58 +0100},
biburl = {https://dblp.org/rec/conf/www/FengJZT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-06491,
author = {Shengyu Feng and
Baoyu Jing and
Yada Zhu and
Hanghang Tong},
title = {Adversarial Graph Contrastive Learning with Information Regularization},
journal = {CoRR},
volume = {abs/2202.06491},
year = {2022},
url = {https://arxiv.org/abs/2202.06491},
eprinttype = {arXiv},
eprint = {2202.06491},
timestamp = {Fri, 18 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-06491.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-00006,
author = {Baoyu Jing and
Yuchen Yan and
Yada Zhu and
Hanghang Tong},
title = {{COIN:} Co-Cluster Infomax for Bipartite Graphs},
journal = {CoRR},
volume = {abs/2206.00006},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.00006},
doi = {10.48550/ARXIV.2206.00006},
eprinttype = {arXiv},
eprint = {2206.00006},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-00006.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-06956,
author = {Shengyu Feng and
Baoyu Jing and
Yada Zhu and
Hanghang Tong},
title = {{ARIEL:} Adversarial Graph Contrastive Learning},
journal = {CoRR},
volume = {abs/2208.06956},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.06956},
doi = {10.48550/ARXIV.2208.06956},
eprinttype = {arXiv},
eprint = {2208.06956},
timestamp = {Wed, 17 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-06956.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-13525,
author = {Baoyu Jing and
Si Zhang and
Yada Zhu and
Bin Peng and
Kaiyu Guan and
Andrew Margenot and
Hanghang Tong},
title = {Retrieval Based Time Series Forecasting},
journal = {CoRR},
volume = {abs/2209.13525},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.13525},
doi = {10.48550/ARXIV.2209.13525},
eprinttype = {arXiv},
eprint = {2209.13525},
timestamp = {Thu, 06 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-13525.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEscc/SanzZ21,
author = {Jorge L. C. Sanz and
Yada Zhu},
editor = {Barbara Carminati and
Carl K. Chang and
Ernesto Daminai and
Shuigung Deng and
Wei Tan and
Zhongjie Wang and
Robert Ward and
Jia Zhang},
title = {Toward Scalable Artificial Intelligence in Finance},
booktitle = {{IEEE} International Conference on Services Computing, {SCC} 2021,
Chicago, IL, USA, September 5-10, 2021},
pages = {460--469},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/SCC53864.2021.00067},
doi = {10.1109/SCC53864.2021.00067},
timestamp = {Mon, 21 Oct 2024 07:58:42 +0200},
biburl = {https://dblp.org/rec/conf/IEEEscc/SanzZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiZZH21,
author = {Jianbo Li and
Lecheng Zheng and
Yada Zhu and
Jingrui He},
title = {Outlier Impact Characterization for Time Series Data},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {11595--11603},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i13.17379},
doi = {10.1609/AAAI.V35I13.17379},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiZZH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhangHZYCZ20,
author = {Wei Zhang and
Ziming Huang and
Yada Zhu and
Guangnan Ye and
Xiaodong Cui and
Fan Zhang},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {On Sample Based Explanation Methods for {NLP:} Faithfulness, Efficiency
and Semantic Evaluation},
booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural
Language Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), Virtual
Event, August 1-6, 2021},
pages = {5399--5411},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-long.419},
doi = {10.18653/V1/2021.ACL-LONG.419},
timestamp = {Tue, 30 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ZhangHZYCZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaif/ZhuCZGL21,
author = {Yada Zhu and
Wenyu Chen and
Yang Zhang and
Tian Gao and
Jianbo Li},
editor = {Anisoara Calinescu and
Lukasz Szpruch},
title = {Probabilistic framework for modeling event shocks to financial time
series},
booktitle = {ICAIF'21: 2nd {ACM} International Conference on {AI} in Finance, Virtual
Event, November 3 - 5, 2021},
pages = {42:1--42:8},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3490354.3494407},
doi = {10.1145/3490354.3494407},
timestamp = {Sun, 19 Jan 2025 13:25:17 +0100},
biburl = {https://dblp.org/rec/conf/icaif/ZhuCZGL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/JingTZ21,
author = {Baoyu Jing and
Hanghang Tong and
Yada Zhu},
editor = {Jure Leskovec and
Marko Grobelnik and
Marc Najork and
Jie Tang and
Leila Zia},
title = {Network of Tensor Time Series},
booktitle = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,
April 19-23, 2021},
pages = {2425--2437},
publisher = {{ACM} / {IW3C2}},
year = {2021},
url = {https://doi.org/10.1145/3442381.3449969},
doi = {10.1145/3442381.3449969},
timestamp = {Sun, 19 Jan 2025 13:10:03 +0100},
biburl = {https://dblp.org/rec/conf/www/JingTZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-07736,
author = {Baoyu Jing and
Hanghang Tong and
Yada Zhu},
title = {Network of Tensor Time Series},
journal = {CoRR},
volume = {abs/2102.07736},
year = {2021},
url = {https://arxiv.org/abs/2102.07736},
eprinttype = {arXiv},
eprint = {2102.07736},
timestamp = {Thu, 18 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-07736.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-09401,
author = {Lecheng Zheng and
Yada Zhu and
Jingrui He and
Jinjun Xiong},
title = {Heterogeneous Contrastive Learning},
journal = {CoRR},
volume = {abs/2105.09401},
year = {2021},
url = {https://arxiv.org/abs/2105.09401},
eprinttype = {arXiv},
eprint = {2105.09401},
timestamp = {Mon, 31 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-09401.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-04753,
author = {Wei Zhang and
Ziming Huang and
Yada Zhu and
Guangnan Ye and
Xiaodong Cui and
Fan Zhang},
title = {On Sample Based Explanation Methods for {NLP:} Efficiency, Faithfulness,
and Semantic Evaluation},
journal = {CoRR},
volume = {abs/2106.04753},
year = {2021},
url = {https://arxiv.org/abs/2106.04753},
eprinttype = {arXiv},
eprint = {2106.04753},
timestamp = {Thu, 18 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-04753.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-00963,
author = {Zixuan Yuan and
Yada Zhu and
Wei Zhang and
Ziming Huang and
Guangnan Ye and
Hui Xiong},
title = {Multi-Domain Transformer-Based Counterfactual Augmentation for Earnings
Call Analysis},
journal = {CoRR},
volume = {abs/2112.00963},
year = {2021},
url = {https://arxiv.org/abs/2112.00963},
eprinttype = {arXiv},
eprint = {2112.00963},
timestamp = {Tue, 07 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-00963.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YePWCZXL20,
author = {Yunan Ye and
Hengzhi Pei and
Boxin Wang and
Pin{-}Yu Chen and
Yada Zhu and
Ju Xiao and
Bo Li},
title = {Reinforcement-Learning Based Portfolio Management with Augmented Asset
Movement Prediction States},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {1112--1119},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i01.5462},
doi = {10.1609/AAAI.V34I01.5462},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YePWCZXL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0001ZZGH20,
author = {Zhining Liu and
Dawei Zhou and
Yada Zhu and
Jinjie Gu and
Jingrui He},
title = {Towards Fine-Grained Temporal Network Representation via Time-Reinforced
Random Walk},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {4973--4980},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.5936},
doi = {10.1609/AAAI.V34I04.5936},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/0001ZZGH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ChenZCG20,
author = {Di Chen and
Yada Zhu and
Xiaodong Cui and
Carla P. Gomes},
editor = {Christian Bessiere},
title = {Task-Based Learning via Task-Oriented Prediction Network with Applications
in Finance},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {4476--4482},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/617},
doi = {10.24963/IJCAI.2020/617},
timestamp = {Tue, 15 Oct 2024 16:43:28 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ChenZCG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhouZZLH20,
author = {Dawei Zhou and
Lecheng Zheng and
Yada Zhu and
Jianbo Li and
Jingrui He},
editor = {Yennun Huang and
Irwin King and
Tie{-}Yan Liu and
Maarten van Steen},
title = {Domain Adaptive Multi-Modality Neural Attention Network for Financial
Forecasting},
booktitle = {{WWW} '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020},
pages = {2230--2240},
publisher = {{ACM} / {IW3C2}},
year = {2020},
url = {https://doi.org/10.1145/3366423.3380288},
doi = {10.1145/3366423.3380288},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/ZhouZZLH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-05780,
author = {Yunan Ye and
Hengzhi Pei and
Boxin Wang and
Pin{-}Yu Chen and
Yada Zhu and
Jun Xiao and
Bo Li},
title = {Reinforcement-Learning based Portfolio Management with Augmented Asset
Movement Prediction States},
journal = {CoRR},
volume = {abs/2002.05780},
year = {2020},
url = {https://arxiv.org/abs/2002.05780},
eprinttype = {arXiv},
eprint = {2002.05780},
timestamp = {Wed, 18 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-05780.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhangTXZ19,
author = {Rui Zhang and
Hanghang Tong and
Yinglong Xia and
Yada Zhu},
editor = {Wenwu Zhu and
Dacheng Tao and
Xueqi Cheng and
Peng Cui and
Elke A. Rundensteiner and
David Carmel and
Qi He and
Jeffrey Xu Yu},
title = {Robust Embedded Deep K-means Clustering},
booktitle = {Proceedings of the 28th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7,
2019},
pages = {1181--1190},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3357384.3357985},
doi = {10.1145/3357384.3357985},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/ZhangTXZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-09357,
author = {Di Chen and
Yada Zhu and
Xiaodong Cui and
Carla P. Gomes},
title = {Task-Based Learning via Task-Oriented Prediction Network},
journal = {CoRR},
volume = {abs/1910.09357},
year = {2019},
url = {http://arxiv.org/abs/1910.09357},
eprinttype = {arXiv},
eprint = {1910.09357},
timestamp = {Wed, 10 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-09357.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/YangTZH18,
author = {Pei Yang and
Qi Tan and
Yada Zhu and
Jingrui He},
title = {Heterogeneous representation learning with separable structured sparsity
regularization},
journal = {Knowl. Inf. Syst.},
volume = {55},
number = {3},
pages = {671--694},
year = {2018},
url = {https://doi.org/10.1007/s10115-017-1094-5},
doi = {10.1007/S10115-017-1094-5},
timestamp = {Mon, 10 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/YangTZH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhuLHQD18,
author = {Yada Zhu and
Jianbo Li and
Jingrui He and
Brian Leo Quanz and
Ajay A. Deshpande},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {A Local Algorithm for Product Return Prediction in E-Commerce},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {3718--3724},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/517},
doi = {10.24963/IJCAI.2018/517},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhuLHQD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiHZ18,
author = {Jianbo Li and
Jingrui He and
Yada Zhu},
editor = {Yike Guo and
Faisal Farooq},
title = {E-tail Product Return Prediction via Hypergraph-based Local Graph
Cut},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {519--527},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3219829},
doi = {10.1145/3219819.3219829},
timestamp = {Wed, 21 Nov 2018 12:44:27 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LiHZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/snam/ZhuH18,
author = {Yada Zhu and
Jingrui He},
editor = {Reda Alhajj and
Jon G. Rokne},
title = {Social Phishing},
booktitle = {Encyclopedia of Social Network Analysis and Mining, 2nd Edition},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-1-4939-7131-2\_290},
doi = {10.1007/978-1-4939-7131-2\_290},
timestamp = {Wed, 04 May 2022 13:01:02 +0200},
biburl = {https://dblp.org/rec/reference/snam/ZhuH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiHZ17,
author = {Jianbo Li and
Jingrui He and
Yada Zhu},
editor = {Vijay Raghavan and
Srinivas Aluru and
George Karypis and
Lucio Miele and
Xindong Wu},
title = {HiMuV: Hierarchical Framework for Modeling Multi-modality Multi-resolution
Data},
booktitle = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,
New Orleans, LA, USA, November 18-21, 2017},
pages = {267--276},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDM.2017.36},
doi = {10.1109/ICDM.2017.36},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiHZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YangZH17,
author = {Hongxia Yang and
Yada Zhu and
Jingrui He},
title = {Local Algorithm for User Action Prediction Towards Display Ads},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {2091--2099},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098089},
doi = {10.1145/3097983.3098089},
timestamp = {Fri, 25 Dec 2020 01:14:16 +0100},
biburl = {https://dblp.org/rec/conf/kdd/YangZH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhuLH17,
author = {Yada Zhu and
Jianbo Li and
Jingrui He},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Learning from Multi-Modality Multi-Resolution Data: an Optimization
Approach},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {714--722},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.80},
doi = {10.1137/1.9781611974973.80},
timestamp = {Fri, 04 Oct 2019 16:19:51 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhuLH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhuH16,
author = {Yada Zhu and
Jingrui He},
title = {Co-Clustering Structural Temporal Data with Applications to Semiconductor
Manufacturing},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {10},
number = {4},
pages = {43:1--43:18},
year = {2016},
url = {https://doi.org/10.1145/2875427},
doi = {10.1145/2875427},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/ZhuH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/YangDZH16,
author = {Pei Yang and
Hasan Davulcu and
Yada Zhu and
Jingrui He},
title = {A Generalized Hierarchical Multi-Latent Space Model for Heterogeneous
Learning},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {28},
number = {12},
pages = {3154--3168},
year = {2016},
url = {https://doi.org/10.1109/TKDE.2016.2611514},
doi = {10.1109/TKDE.2016.2611514},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/YangDZH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/ZhuHL15,
author = {Yada Zhu and
Jingrui He and
Richard D. Lawrence},
title = {A general framework for predictive tensor modeling with domain knowledge},
journal = {Data Min. Knowl. Discov.},
volume = {29},
number = {6},
pages = {1709--1732},
year = {2015},
url = {https://doi.org/10.1007/s10618-014-0392-8},
doi = {10.1007/S10618-014-0392-8},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/ZhuHL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/PhanZ15,
author = {Dzung T. Phan and
Yada Zhu},
title = {Multi-stage optimization for periodic inspection planning of geo-distributed
infrastructure systems},
journal = {Eur. J. Oper. Res.},
volume = {245},
number = {3},
pages = {797--804},
year = {2015},
url = {https://doi.org/10.1016/j.ejor.2015.03.038},
doi = {10.1016/J.EJOR.2015.03.038},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/PhanZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccad/ZhuX15,
author = {Yada Zhu and
Jinjun Xiong},
editor = {Diana Marculescu and
Frank Liu},
title = {Modern Big Data Analytics for "Old-fashioned" Semiconductor
Industry Applications},
booktitle = {Proceedings of the {IEEE/ACM} International Conference on Computer-Aided
Design, {ICCAD} 2015, Austin, TX, USA, November 2-6, 2015},
pages = {776--780},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICCAD.2015.7372649},
doi = {10.1109/ICCAD.2015.7372649},
timestamp = {Mon, 26 Jun 2023 16:43:56 +0200},
biburl = {https://dblp.org/rec/conf/iccad/ZhuX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhuYH15,
author = {Yada Zhu and
Hongxia Yang and
Jingrui He},
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {Co-Clustering based Dual Prediction for Cargo Pricing Optimization},
booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
pages = {1583--1592},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2783258.2783337},
doi = {10.1145/2783258.2783337},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhuYH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/technometrics/ZhuYH14,
author = {Yada Zhu and
Emmanuel Yashchin and
Jonathan R. M. Hosking},
title = {Parametric Estimation for Window Censored Recurrence Data},
journal = {Technometrics},
volume = {56},
number = {1},
pages = {55--66},
year = {2014},
url = {https://doi.org/10.1080/00401706.2013.804442},
doi = {10.1080/00401706.2013.804442},
timestamp = {Thu, 24 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/technometrics/ZhuYH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhuH14,
author = {Yada Zhu and
Jingrui He},
editor = {Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {Co-Clustering Structural Temporal Data with Applications to Semiconductor
Manufacturing},
booktitle = {2014 {IEEE} International Conference on Data Mining, {ICDM} 2014,
Shenzhen, China, December 14-17, 2014},
pages = {1121--1126},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDM.2014.17},
doi = {10.1109/ICDM.2014.17},
timestamp = {Fri, 28 Feb 2025 17:23:41 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhuH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/snam/HeZ14,
author = {Jingrui He and
Yada Zhu},
title = {Social Engineering/Phishing},
booktitle = {Encyclopedia of Social Network Analysis and Mining},
pages = {1777--1783},
year = {2014},
url = {https://doi.org/10.1007/978-1-4614-6170-8\_290},
doi = {10.1007/978-1-4614-6170-8\_290},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/snam/HeZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhuHL12,
author = {Yada Zhu and
Jingrui He and
Rick Lawrence},
editor = {J{\"{o}}rg Hoffmann and
Bart Selman},
title = {Hierarchical Modeling with Tensor Inputs},
booktitle = {Proceedings of the Twenty-Sixth {AAAI} Conference on Artificial Intelligence,
July 22-26, 2012, Toronto, Ontario, Canada},
pages = {1233--1239},
publisher = {{AAAI} Press},
year = {2012},
url = {https://doi.org/10.1609/aaai.v26i1.8283},
doi = {10.1609/AAAI.V26I1.8283},
timestamp = {Mon, 04 Sep 2023 15:56:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhuHL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HeZ12,
author = {Jingrui He and
Yada Zhu},
editor = {Mohammed Javeed Zaki and
Arno Siebes and
Jeffrey Xu Yu and
Bart Goethals and
Geoffrey I. Webb and
Xindong Wu},
title = {Hierarchical Multi-task Learning with Application to Wafer Quality
Prediction},
booktitle = {12th {IEEE} International Conference on Data Mining, {ICDM} 2012,
Brussels, Belgium, December 10-13, 2012},
pages = {290--298},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDM.2012.63},
doi = {10.1109/ICDM.2012.63},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HeZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/anor/ZhuLYXE11,
author = {Yada Zhu and
Mingyu Li and
Christina M. Young and
Minge Xie and
Elsayed A. Elsayed},
title = {Impact of measurement error on container inspection policies at port-of-entry},
journal = {Ann. Oper. Res.},
volume = {187},
number = {1},
pages = {23--43},
year = {2011},
url = {https://doi.org/10.1007/s10479-010-0681-6},
doi = {10.1007/S10479-010-0681-6},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/anor/ZhuLYXE11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/ZhuELC10,
author = {Yada Zhu and
Elsayed A. Elsayed and
Haitao Liao and
Ling{-}Yau Chan},
title = {Availability optimization of systems subject to competing risk},
journal = {Eur. J. Oper. Res.},
volume = {202},
number = {3},
pages = {781--788},
year = {2010},
url = {https://doi.org/10.1016/j.ejor.2009.06.008},
doi = {10.1016/J.EJOR.2009.06.008},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/ZhuELC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tase/YoungLZXEA10,
author = {Christina M. Young and
Mingyu Li and
Yada Zhu and
Minge Xie and
Elsayed A. Elsayed and
T. Asamov},
title = {Multiobjective Optimization of a Port-of-Entry Inspection Policy},
journal = {{IEEE} Trans Autom. Sci. Eng.},
volume = {7},
number = {2},
pages = {392--400},
year = {2010},
url = {https://doi.org/10.1109/TASE.2009.2022172},
doi = {10.1109/TASE.2009.2022172},
timestamp = {Thu, 02 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tase/YoungLZXEA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tase/ElsayedYXZZ09,
author = {Elsayed A. Elsayed and
Christina M. Young and
Minge Xie and
Hao Zhang and
Yada Zhu},
title = {Port-of-Entry Inspection: Sensor Deployment Policy Optimization},
journal = {{IEEE} Trans Autom. Sci. Eng.},
volume = {6},
number = {2},
pages = {265--276},
year = {2009},
url = {https://doi.org/10.1109/TASE.2008.2003348},
doi = {10.1109/TASE.2008.2003348},
timestamp = {Thu, 02 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tase/ElsayedYXZZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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