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ORCIDBibTeX records: Guosheng Yin
@article{DBLP:journals/nn/FengCYY25,
author = {Yushi Feng and
Tsai Hor Chan and
Guosheng Yin and
Lequan Yu},
title = {Democratizing large language model-based graph data augmentation via
latent knowledge graphs},
journal = {Neural Networks},
volume = {191},
pages = {107777},
year = {2025},
url = {https://doi.org/10.1016/j.neunet.2025.107777},
doi = {10.1016/J.NEUNET.2025.107777},
timestamp = {Tue, 19 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/FengCYY25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ChanZYY25,
author = {Tsai Hor Chan and
Dora Yan Zhang and
Guosheng Yin and
Lequan Yu},
title = {Feature Preserving Shrinkage on Bayesian Neural Networks Via the {R2D2}
Prior},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {47},
number = {9},
pages = {7987--8000},
year = {2025},
url = {https://doi.org/10.1109/TPAMI.2025.3572766},
doi = {10.1109/TPAMI.2025.3572766},
timestamp = {Thu, 21 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/ChanZYY25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/HuTLY25,
author = {Min Hu and
Zhizhong Tan and
Bin Liu and
Guosheng Yin},
title = {Graph Portfolio: High-Frequency Factor Predictors via Heterogeneous
Continual GNNs},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {37},
number = {7},
pages = {4104--4116},
year = {2025},
url = {https://doi.org/10.1109/TKDE.2025.3566111},
doi = {10.1109/TKDE.2025.3566111},
timestamp = {Sun, 06 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/HuTLY25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LinFXRLY025,
author = {Yukang Lin and
Hokit Fung and
Jianjin Xu and
Zeping Ren and
Adela S. M. Lau and
Guosheng Yin and
Xiu Li},
title = {MVPortrait: Text-Guided Motion and Emotion Control for Multi-view
Vivid Portrait Animation},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2025, Nashville, TN, USA, June 11-15, 2025},
pages = {26242--26252},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2025},
url = {https://openaccess.thecvf.com/content/CVPR2025/html/Lin\_MVPortrait\_Text-Guided\_Motion\_and\_Emotion\_Control\_for\_Multi-view\_Vivid\_Portrait\_CVPR\_2025\_paper.html},
doi = {10.1109/CVPR52734.2025.02444},
timestamp = {Wed, 20 Aug 2025 10:18:56 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/LinFXRLY025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiuLLXYL25,
author = {Bin Liu and
Yu Liu and
Zhiqian Li and
Jianghong Xiao and
Guosheng Yin and
Huazhen Lin},
editor = {Yizhou Sun and
Flavio Chierichetti and
Hady W. Lauw and
Claudia Perlich and
Wee Hyong Tok and
Andrew Tomkins},
title = {Automatic Radiotherapy Treatment Planning with Deep Functional Reinforcement
Learning},
booktitle = {Proceedings of the 31st {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, V.1, {KDD} 2025, Toronto, ON, Canada, August 3-7,
2025},
pages = {2426--2435},
publisher = {{ACM}},
year = {2025},
url = {https://doi.org/10.1145/3690624.3709430},
doi = {10.1145/3690624.3709430},
timestamp = {Tue, 13 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiuLLXYL25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-13555,
author = {Yushi Feng and
Tsai Hor Chan and
Guosheng Yin and
Lequan Yu},
title = {Democratizing Large Language Model-Based Graph Data Augmentation via
Latent Knowledge Graphs},
journal = {CoRR},
volume = {abs/2502.13555},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.13555},
doi = {10.48550/ARXIV.2502.13555},
eprinttype = {arXiv},
eprint = {2502.13555},
timestamp = {Wed, 19 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-13555.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2503-19383,
author = {Yukang Lin and
Hokit Fung and
Jianjin Xu and
Zeping Ren and
Adela S. M. Lau and
Guosheng Yin and
Xiu Li},
title = {MVPortrait: Text-Guided Motion and Emotion Control for Multi-view
Vivid Portrait Animation},
journal = {CoRR},
volume = {abs/2503.19383},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2503.19383},
doi = {10.48550/ARXIV.2503.19383},
eprinttype = {arXiv},
eprint = {2503.19383},
timestamp = {Sat, 19 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2503-19383.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-18280,
author = {Tsai Hor Chan and
Dora Yan Zhang and
Guosheng Yin and
Lequan Yu},
title = {Feature Preserving Shrinkage on Bayesian Neural Networks via the {R2D2}
Prior},
journal = {CoRR},
volume = {abs/2505.18280},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.18280},
doi = {10.48550/ARXIV.2505.18280},
eprinttype = {arXiv},
eprint = {2505.18280},
timestamp = {Thu, 26 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-18280.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/ChanYBY24,
author = {Tsai Hor Chan and
Guosheng Yin and
Kyongtae Bae and
Lequan Yu},
title = {Multi-task heterogeneous graph learning on electronic health records},
journal = {Neural Networks},
volume = {180},
pages = {106644},
year = {2024},
url = {https://doi.org/10.1016/j.neunet.2024.106644},
doi = {10.1016/J.NEUNET.2024.106644},
timestamp = {Fri, 20 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/ChanYBY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HeLY24,
author = {Jiujun He and
Bin Liu and
Guosheng Yin},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Enhancing Semi-supervised Domain Adaptation via Effective Target Labeling},
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 = {12385--12393},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i11.29130},
doi = {10.1609/AAAI.V38I11.29130},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HeLY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/ChenCYJY24,
author = {Yihang Chen and
Tsai Hor Chan and
Guosheng Yin and
Yuming Jiang and
Lequan Yu},
editor = {Ales Leonardis and
Elisa Ricci and
Stefan Roth and
Olga Russakovsky and
Torsten Sattler and
G{\"{u}}l Varol},
title = {cDP-MIL: Robust Multiple Instance Learning via Cascaded Dirichlet
Process},
booktitle = {Computer Vision - {ECCV} 2024 - 18th European Conference, Milan, Italy,
September 29-October 4, 2024, Proceedings, Part {LIV}},
series = {Lecture Notes in Computer Science},
volume = {15112},
pages = {232--250},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-72949-2\_14},
doi = {10.1007/978-3-031-72949-2\_14},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eccv/ChenCYJY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbk/LiuYHY24,
author = {Chen Liu and
Lequan Yu and
Kai Han and
Guosheng Yin},
editor = {Victor S. Sheng and
Chindo Hicks and
Charles Ling and
Vijay Raghavan and
Xindong Wu},
title = {{GAM-GCN:} Decomposing Graph Convolutional Networks via Generalized
Additive Models},
booktitle = {{IEEE} International Conference on Knowledge Graph, {ICKG} 2023, Shanghai,
China, December 1-2, 2023},
pages = {202--210},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICKG63256.2024.00033},
doi = {10.1109/ICKG63256.2024.00033},
timestamp = {Fri, 28 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icbk/LiuYHY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TanHLY24,
author = {Zhizhong Tan and
Min Hu and
Bin Liu and
Guosheng Yin},
editor = {Elena Baralis and
Kun Zhang and
Ernesto Damiani and
M{\'{e}}rouane Debbah and
Panos Kalnis and
Xindong Wu},
title = {Futures Quantitative Investment With Heterogeneous Continual Graph
Neural Network},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2024, Abu Dhabi,
United Arab Emirates, December 9-12, 2024},
pages = {851--856},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICDM59182.2024.00104},
doi = {10.1109/ICDM59182.2024.00104},
timestamp = {Tue, 24 Jun 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/TanHLY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-11448,
author = {Yihang Chen and
Tsai Hor Chan and
Guosheng Yin and
Yuming Jiang and
Lequan Yu},
title = {cDP-MIL: Robust Multiple Instance Learning via Cascaded Dirichlet
Process},
journal = {CoRR},
volume = {abs/2407.11448},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.11448},
doi = {10.48550/ARXIV.2407.11448},
eprinttype = {arXiv},
eprint = {2407.11448},
timestamp = {Tue, 18 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-11448.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-07569,
author = {Tsai Hor Chan and
Guosheng Yin and
Kyongtae Bae and
Lequan Yu},
title = {Multi-task Heterogeneous Graph Learning on Electronic Health Records},
journal = {CoRR},
volume = {abs/2408.07569},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.07569},
doi = {10.48550/ARXIV.2408.07569},
eprinttype = {arXiv},
eprint = {2408.07569},
timestamp = {Mon, 23 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-07569.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-07138,
author = {Lu Wei and
Yi Huang and
Guosheng Yin and
Fode Zhang and
Manxue Zhang and
Bin Liu},
title = {Diagnosis and Pathogenic Analysis of Autism Spectrum Disorder Using
Fused Brain Connection Graph},
journal = {CoRR},
volume = {abs/2410.07138},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.07138},
doi = {10.48550/ARXIV.2410.07138},
eprinttype = {arXiv},
eprint = {2410.07138},
timestamp = {Fri, 29 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-07138.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cstat/HeLYW23,
author = {Baihua He and
Yanyan Liu and
Guosheng Yin and
Yuanshan Wu},
title = {Model aggregation for doubly divided data with large size and large
dimension},
journal = {Comput. Stat.},
volume = {38},
number = {1},
pages = {509--529},
year = {2023},
url = {https://doi.org/10.1007/s00180-022-01242-3},
doi = {10.1007/S00180-022-01242-3},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cstat/HeLYW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/YuLNY23,
author = {Chao Yu and
Jiming Liu and
Shamim Nemati and
Guosheng Yin},
title = {Reinforcement Learning in Healthcare: {A} Survey},
journal = {{ACM} Comput. Surv.},
volume = {55},
number = {2},
pages = {5:1--5:36},
year = {2023},
url = {https://doi.org/10.1145/3477600},
doi = {10.1145/3477600},
timestamp = {Sun, 23 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csur/YuLNY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dint/ChanWSY23,
author = {Tsai Hor Chan and
Chi Ho Wong and
Jiajun Shen and
Guosheng Yin},
title = {Source-Aware Embedding Training on Heterogeneous Information Networks},
journal = {Data Intell.},
volume = {5},
number = {3},
pages = {611--635},
year = {2023},
url = {https://doi.org/10.1162/dint\_a\_00200},
doi = {10.1162/DINT\_A\_00200},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dint/ChanWSY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/LiuY23,
author = {Bin Liu and
Guosheng Yin},
title = {Graphmax for Text Generation},
journal = {J. Artif. Intell. Res.},
volume = {78},
pages = {823--848},
year = {2023},
url = {https://doi.org/10.1613/jair.1.15280},
doi = {10.1613/JAIR.1.15280},
timestamp = {Mon, 11 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/LiuY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcgs/GuY23,
author = {Jiaqi Gu and
Guosheng Yin},
title = {Triangular Concordance Learning of Networks},
journal = {J. Comput. Graph. Stat.},
volume = {32},
number = {2},
pages = {434--447},
year = {2023},
url = {https://doi.org/10.1080/10618600.2022.2099405},
doi = {10.1080/10618600.2022.2099405},
timestamp = {Mon, 08 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcgs/GuY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ChanCMYY23,
author = {Tsai Hor Chan and
Fernando Julio Cendra and
Lan Ma and
Guosheng Yin and
Lequan Yu},
title = {Histopathology Whole Slide Image Analysis with Heterogeneous Graph
Representation Learning},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {15661--15670},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.01503},
doi = {10.1109/CVPR52729.2023.01503},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/ChanCMYY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiuHLHZY23,
author = {Bin Liu and
Jiujun He and
Ziyuan Li and
Xiaoyang Huang and
Xiang Zhang and
Guosheng Yin},
title = {Interpret {ESG} Rating's Impact on the Industrial Chain Using Graph
Neural Networks},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {6076--6084},
publisher = {ijcai.org},
year = {2023},
url = {https://doi.org/10.24963/ijcai.2023/674},
doi = {10.24963/IJCAI.2023/674},
timestamp = {Tue, 15 Oct 2024 16:43:28 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LiuHLHZY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GuY23,
author = {Jiaqi Gu and
Guosheng Yin},
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 = {3D-Polishing for Triangular Mesh Compression of Point Cloud Data},
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 = {557--566},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599239},
doi = {10.1145/3580305.3599239},
timestamp = {Mon, 08 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/GuY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChanLSYY23,
author = {Tsai Hor Chan and
Kin Wai Lau and
Jiajun Shen and
Guosheng Yin and
Lequan Yu},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Adaptive Uncertainty Estimation via High-Dimensional Testing on Latent
Representations},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/7da558c6bd476ba77f5ba712626bba1a-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChanLSYY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-04189,
author = {Tsai Hor Chan and
Fernando Julio Cendra and
Lan Ma and
Guosheng Yin and
Lequan Yu},
title = {Histopathology Whole Slide Image Analysis with Heterogeneous Graph
Representation Learning},
journal = {CoRR},
volume = {abs/2307.04189},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.04189},
doi = {10.48550/ARXIV.2307.04189},
eprinttype = {arXiv},
eprint = {2307.04189},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-04189.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-04336,
author = {Tsai Hor Chan and
Chi Ho Wong and
Jiajun Shen and
Guosheng Yin},
title = {Source-Aware Embedding Training on Heterogeneous Information Networks},
journal = {CoRR},
volume = {abs/2307.04336},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.04336},
doi = {10.48550/ARXIV.2307.04336},
eprinttype = {arXiv},
eprint = {2307.04336},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-04336.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-16587,
author = {Tsai Hor Chan and
Kin Wai Lau and
Jiajun Shen and
Guosheng Yin and
Lequan Yu},
title = {Adaptive Uncertainty Estimation via High-Dimensional Testing on Latent
Representations},
journal = {CoRR},
volume = {abs/2310.16587},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.16587},
doi = {10.48550/ARXIV.2310.16587},
eprinttype = {arXiv},
eprint = {2310.16587},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-16587.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/GanYZ22,
author = {Dailin Gan and
Guosheng Yin and
Yan Dora Zhang},
title = {The {GR2D2} estimator for the precision matrices},
journal = {Briefings Bioinform.},
volume = {23},
number = {6},
year = {2022},
url = {https://doi.org/10.1093/bib/bbac426},
doi = {10.1093/BIB/BBAC426},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bib/GanYZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/technometrics/JinYYJ22,
author = {Huaqing Jin and
Guosheng Yin and
Binhang Yuan and
Fei Jiang},
title = {Bayesian Hierarchical Model for Change Point Detection in Multivariate
Sequences},
journal = {Technometrics},
volume = {64},
number = {2},
pages = {177--186},
year = {2022},
url = {https://doi.org/10.1080/00401706.2021.1927848},
doi = {10.1080/00401706.2021.1927848},
timestamp = {Tue, 06 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/technometrics/JinYYJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/TanLY22,
author = {Zhuo Tan and
Bin Liu and
Guosheng Yin},
editor = {Shusaku Tsumoto and
Yukio Ohsawa and
Lei Chen and
Dirk Van den Poel and
Xiaohua Hu and
Yoichi Motomura and
Takuya Takagi and
Lingfei Wu and
Ying Xie and
Akihiro Abe and
Vijay Raghavan},
title = {Asymmetric Self-Supervised Graph Neural Networks},
booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
Japan, December 17-20, 2022},
pages = {1369--1376},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BigData55660.2022.10021033},
doi = {10.1109/BIGDATA55660.2022.10021033},
timestamp = {Thu, 20 Mar 2025 21:08:37 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/TanLY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/DuJYY22,
author = {Wenbin Du and
Huaqing Jin and
Chao Yu and
Guosheng Yin},
editor = {Shusaku Tsumoto and
Yukio Ohsawa and
Lei Chen and
Dirk Van den Poel and
Xiaohua Hu and
Yoichi Motomura and
Takuya Takagi and
Lingfei Wu and
Ying Xie and
Akihiro Abe and
Vijay Raghavan},
title = {Deep Reinforcement Learning for Bandit Arm Localization},
booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
Japan, December 17-20, 2022},
pages = {5243--5252},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BigData55660.2022.10020647},
doi = {10.1109/BIGDATA55660.2022.10020647},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/DuJYY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbk/ChanWSY22,
author = {Tsai Hor Chan and
Chi Ho Wong and
Jiajun Shen and
Guosheng Yin},
editor = {Peipei Li and
Kui Yu and
Nitesh V. Chawla and
Ronen Feldman and
Qing Li and
Xindong Wu},
title = {{SUMSHINE:} Scalable Unsupervised Multi-Source Heterogeneous Information
Network Embeddings},
booktitle = {{IEEE} International Conference on Knowledge Graph, {ICKG} 2022, Orlando,
FL, USA, November 30 - Dec. 1, 2022},
pages = {32--39},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICKG55886.2022.00012},
doi = {10.1109/ICKG55886.2022.00012},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbk/ChanWSY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuY21,
author = {Jiaqi Gu and
Guosheng Yin},
editor = {Marina Meila and
Tong Zhang},
title = {Crystallization Learning with the Delaunay Triangulation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3854--3863},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/gu21a.html},
timestamp = {Mon, 08 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GuY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LiuCGY21,
author = {Chen Liu and
Jinze Cui and
Dailin Gan and
Guosheng Yin},
editor = {Marleen de Bruijne and
Philippe C. Cattin and
St{\'{e}}phane Cotin and
Nicolas Padoy and
Stefanie Speidel and
Yefeng Zheng and
Caroline Essert},
title = {Beyond {COVID-19} Diagnosis: Prognosis with Hierarchical Graph Representation
Learning},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2021 - 24th International Conference, Strasbourg, France, September
27 - October 1, 2021, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {12907},
pages = {283--292},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87234-2\_27},
doi = {10.1007/978-3-030-87234-2\_27},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/LiuCGY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-00153,
author = {Liu Bin and
Wang Liang and
Guosheng Yin},
title = {A Graph Total Variation Regularized Softmax for Text Generation},
journal = {CoRR},
volume = {abs/2101.00153},
year = {2021},
url = {https://arxiv.org/abs/2101.00153},
eprinttype = {arXiv},
eprint = {2101.00153},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-00153.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-07436,
author = {Zhuo Tan and
Bin Liu and
Guosheng Yin},
title = {Asymmetric Graph Representation Learning},
journal = {CoRR},
volume = {abs/2110.07436},
year = {2021},
url = {https://arxiv.org/abs/2110.07436},
eprinttype = {arXiv},
eprint = {2110.07436},
timestamp = {Tue, 07 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-07436.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/LiuY20,
author = {Yehong Liu and
Guosheng Yin},
title = {The Delaunay triangulation learner and its ensembles},
journal = {Comput. Stat. Data Anal.},
volume = {152},
pages = {107030},
year = {2020},
url = {https://doi.org/10.1016/j.csda.2020.107030},
doi = {10.1016/J.CSDA.2020.107030},
timestamp = {Sat, 19 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csda/LiuY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HeLWYZ20,
author = {Baihua He and
Yanyan Liu and
Yuanshan Wu and
Guosheng Yin and
Xingqiu Zhao},
title = {Functional Martingale Residual Process for High-Dimensional Cox Regression
with Model Averaging},
journal = {J. Mach. Learn. Res.},
volume = {21},
pages = {207:1--207:37},
year = {2020},
url = {https://jmlr.org/papers/v21/19-829.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HeLWYZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/ZhangZY20,
author = {Aijun Zhang and
Hengtao Zhang and
Guosheng Yin},
title = {Adaptive iterative Hessian sketch via A-optimal subsampling},
journal = {Stat. Comput.},
volume = {30},
number = {4},
pages = {1075--1090},
year = {2020},
url = {https://doi.org/10.1007/s11222-020-09936-8},
doi = {10.1007/S11222-020-09936-8},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sac/ZhangZY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/LiuWY20,
author = {Bin Liu and
Liang Wang and
Guosheng Yin},
editor = {Donia Scott and
N{\'{u}}ria Bel and
Chengqing Zong},
title = {Learning distributed sentence vectors with bi-directional 3D convolutions},
booktitle = {Proceedings of the 28th International Conference on Computational
Linguistics, {COLING} 2020, Barcelona, Spain (Online), December 8-13,
2020},
pages = {6820--6830},
publisher = {International Committee on Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.coling-main.601},
doi = {10.18653/V1/2020.COLING-MAIN.601},
timestamp = {Tue, 07 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/coling/LiuWY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpcct/MaLQCY20,
author = {Dan Ma and
Bin Liu and
Xiyu Qiao and
Danni Cao and
Guosheng Yin},
title = {Coarse-To-Fine Framework For Music Generation via Generative Adversarial
Networks},
booktitle = {{HPCCT} {\&} {BDAI} 2020: 4th High Performance Computing and Cluster
Technologies Conference {\&} 3rd International Conference on Big
Data and Artificial Intelligence, Qingdao, China, July, 2020},
pages = {192--198},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3409501.3409534},
doi = {10.1145/3409501.3409534},
timestamp = {Fri, 02 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpcct/MaLQCY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/LiuY20,
author = {Bin Liu and
Guosheng Yin},
editor = {Jimmy X. Huang and
Yi Chang and
Xueqi Cheng and
Jaap Kamps and
Vanessa Murdock and
Ji{-}Rong Wen and
Yiqun Liu},
title = {Chinese Document Classification with Bi-directional Convolutional
Language Model},
booktitle = {Proceedings of the 43rd International {ACM} {SIGIR} conference on
research and development in Information Retrieval, {SIGIR} 2020, Virtual
Event, China, July 25-30, 2020},
pages = {1785--1788},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3397271.3401248},
doi = {10.1145/3397271.3401248},
timestamp = {Sun, 19 Jan 2025 13:11:10 +0100},
biburl = {https://dblp.org/rec/conf/sigir/LiuY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-05220,
author = {Chen Liu and
Jiaqi Fan and
Guosheng Yin},
title = {Efficient Unpaired Image Dehazing with Cyclic Perceptual-Depth Supervision},
journal = {CoRR},
volume = {abs/2007.05220},
year = {2020},
url = {https://arxiv.org/abs/2007.05220},
eprinttype = {arXiv},
eprint = {2007.05220},
timestamp = {Wed, 22 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-05220.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/JiangYD19,
author = {Fei Jiang and
Guosheng Yin and
Francesca Dominici},
title = {Bayesian Model Selection Approach to Multiple Change-Points Detection
with Non-Local Prior Distributions},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {5},
pages = {48:1--48:17},
year = {2019},
url = {https://doi.org/10.1145/3340804},
doi = {10.1145/3340804},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/JiangYD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbk/LiuY19,
author = {Yehong Liu and
Guosheng Yin},
editor = {Yunjun Gao and
Ralf M{\"{o}}ller and
Xindong Wu and
Ramamohanarao Kotagiri},
title = {Nonparametric Functional Approximation with Delaunay Triangulation
Learner},
booktitle = {2019 {IEEE} International Conference on Big Knowledge, {ICBK} 2019,
Beijing, China, November 10-11, 2019},
pages = {167--174},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICBK.2019.00030},
doi = {10.1109/ICBK.2019.00030},
timestamp = {Tue, 21 Jan 2020 16:26:02 +0100},
biburl = {https://dblp.org/rec/conf/icbk/LiuY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuY19,
author = {Jiaqi Gu and
Guosheng Yin},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Fast Algorithm for Generalized Multinomial Models with Ranking Data},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {2445--2453},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/gu19a.html},
timestamp = {Mon, 08 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GuY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangY19,
author = {Chenyang Zhang and
Guosheng Yin},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Fast and Stable Maximum Likelihood Estimation for Incomplete Multinomial
Models},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {7463--7471},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/zhang19o.html},
timestamp = {Tue, 11 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhangY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-07627,
author = {Aijun Zhang and
Hengtao Zhang and
Guosheng Yin},
title = {Adaptive Iterative Hessian Sketch via A-Optimal Subsampling},
journal = {CoRR},
volume = {abs/1902.07627},
year = {2019},
url = {http://arxiv.org/abs/1902.07627},
eprinttype = {arXiv},
eprint = {1902.07627},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-07627.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-00350,
author = {Yehong Liu and
Guosheng Yin},
title = {Nonparametric Functional Approximation with Delaunay Triangulation},
journal = {CoRR},
volume = {abs/1906.00350},
year = {2019},
url = {http://arxiv.org/abs/1906.00350},
eprinttype = {arXiv},
eprint = {1906.00350},
timestamp = {Fri, 14 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-00350.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-04115,
author = {Bin Liu and
Guosheng Yin and
Wenbin Du},
title = {Text classification with pixel embedding},
journal = {CoRR},
volume = {abs/1911.04115},
year = {2019},
url = {http://arxiv.org/abs/1911.04115},
eprinttype = {arXiv},
eprint = {1911.04115},
timestamp = {Tue, 07 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-04115.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/DongY18,
author = {Fanghu Dong and
Guosheng Yin},
title = {Maximum likelihood estimation for incomplete multinomial data via
the weaver algorithm},
journal = {Stat. Comput.},
volume = {28},
number = {5},
pages = {1095--1117},
year = {2018},
url = {https://doi.org/10.1007/s11222-017-9782-2},
doi = {10.1007/S11222-017-9782-2},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sac/DongY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JiangYD18,
author = {Fei Jiang and
Guosheng Yin and
Francesca Dominici},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Bayesian Model Selection Approach to Boundary Detection with Non-Local
Priors},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {1978--1987},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/7b13b2203029ed80337f27127a9f1d28-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/JiangYD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-01000,
author = {Fei Jiang and
Guosheng Yin},
title = {Bayesian Outdoor Defect Detection},
journal = {CoRR},
volume = {abs/1809.01000},
year = {2018},
url = {http://arxiv.org/abs/1809.01000},
eprinttype = {arXiv},
eprint = {1809.01000},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-01000.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/LinLZY16,
author = {Ruitao Lin and
Zhongying Liu and
Shurong Zheng and
Guosheng Yin},
title = {Power computation for hypothesis testing with high-dimensional covariance
matrices},
journal = {Comput. Stat. Data Anal.},
volume = {104},
pages = {10--23},
year = {2016},
url = {https://doi.org/10.1016/j.csda.2016.05.008},
doi = {10.1016/J.CSDA.2016.05.008},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csda/LinLZY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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