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ORCIDBibTeX records: Nevin Lianwen Zhang
@inproceedings{DBLP:conf/coling/Zhao0HYLHZL24,
author = {Yingxiu Zhao and
Bowen Yu and
Binyuan Hui and
Haiyang Yu and
Minghao Li and
Fei Huang and
Nevin L. Zhang and
Yongbin Li},
editor = {Nicoletta Calzolari and
Min{-}Yen Kan and
V{\'{e}}ronique Hoste and
Alessandro Lenci and
Sakriani Sakti and
Nianwen Xue},
title = {Tree-Instruct: {A} Preliminary Study of the Intrinsic Relationship
between Complexity and Alignment},
booktitle = {Proceedings of the 2024 Joint International Conference on Computational
Linguistics, Language Resources and Evaluation, {LREC/COLING} 2024,
20-25 May, 2024, Torino, Italy},
pages = {16776--16789},
publisher = {{ELRA} and {ICCL}},
year = {2024},
url = {https://aclanthology.org/2024.lrec-main.1460},
timestamp = {Thu, 20 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/Zhao0HYLHZL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-14619,
author = {Xingzhi Zhou and
Zhiliang Tian and
Ka Chun Cheung and
Simon See and
Nevin L. Zhang},
title = {Resilient Practical Test-Time Adaptation: Soft Batch Normalization
Alignment and Entropy-driven Memory Bank},
journal = {CoRR},
volume = {abs/2401.14619},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.14619},
doi = {10.48550/ARXIV.2401.14619},
eprinttype = {arXiv},
eprint = {2401.14619},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-14619.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-10510,
author = {Xingzhi Zhou and
Xin Dong and
Chunhao Li and
Yuning Bai and
Yulong Xu and
Ka Chun Cheung and
Simon See and
Xinpeng Song and
Runshun Zhang and
Xuezhong Zhou and
Nevin L. Zhang},
title = {{TCM-FTP:} Fine-Tuning Large Language Models for Herbal Prescription
Prediction},
journal = {CoRR},
volume = {abs/2407.10510},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.10510},
doi = {10.48550/ARXIV.2407.10510},
eprinttype = {arXiv},
eprint = {2407.10510},
timestamp = {Fri, 16 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-10510.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LeeKHHKCZ23,
author = {Dongkyu Lee and
Gyeonghun Kim and
Janghoon Han and
Taesuk Hong and
Yireun Kim and
Stanley Jungkyu Choi and
Nevin L. Zhang},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Local Temperature Beam Search: Avoid Neural Text DeGeneration via
Enhanced Calibration},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023,
Toronto, Canada, July 9-14, 2023},
pages = {9903--9915},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-acl.628},
doi = {10.18653/V1/2023.FINDINGS-ACL.628},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/LeeKHHKCZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/Zhao0LYLWHLZ23,
author = {Yingxiu Zhao and
Bowen Yu and
Bowen Li and
Haiyang Yu and
Jinyang Li and
Chao Wang and
Fei Huang and
Yongbin Li and
Nevin L. Zhang},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Causal Document-Grounded Dialogue Pre-training},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {7160--7174},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.443},
doi = {10.18653/V1/2023.EMNLP-MAIN.443},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/Zhao0LYLWHLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Xie0CZ23,
author = {Weiyan Xie and
Xiao{-}Hui Li and
Caleb Chen Cao and
Nevin L. Zhang},
title = {ViT-CX: Causal Explanation of Vision Transformers},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {1569--1577},
publisher = {ijcai.org},
year = {2023},
url = {https://doi.org/10.24963/ijcai.2023/174},
doi = {10.24963/IJCAI.2023/174},
timestamp = {Mon, 28 Aug 2023 17:23:07 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/Xie0CZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Xie0LPCZ23,
author = {Weiyan Xie and
Xiao{-}Hui Li and
Zhi Lin and
Leonard K. M. Poon and
Caleb Chen Cao and
Nevin L. Zhang},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Two-stage holistic and contrastive explanation of image classification},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {2335--2345},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/xie23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/uai/Xie0LPCZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-07888,
author = {Han Gao and
Kaican Li and
Yongxiang Huang and
Luning Wang and
Caleb Chen Cao and
Nevin L. Zhang},
title = {Contrastive Domain Generalization via Logit Attribution Matching},
journal = {CoRR},
volume = {abs/2305.07888},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.07888},
doi = {10.48550/ARXIV.2305.07888},
eprinttype = {arXiv},
eprint = {2305.07888},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-07888.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-10927,
author = {Yingxiu Zhao and
Bowen Yu and
Haiyang Yu and
Bowen Li and
Jinyang Li and
Chao Wang and
Fei Huang and
Yongbin Li and
Nevin L. Zhang},
title = {Causal Document-Grounded Dialogue Pre-training},
journal = {CoRR},
volume = {abs/2305.10927},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.10927},
doi = {10.48550/ARXIV.2305.10927},
eprinttype = {arXiv},
eprint = {2305.10927},
timestamp = {Sat, 26 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-10927.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-06339,
author = {Weiyan Xie and
Xiao{-}Hui Li and
Zhi Lin and
Leonard K. M. Poon and
Caleb Chen Cao and
Nevin L. Zhang},
title = {Two-Stage Holistic and Contrastive Explanation of Image Classification},
journal = {CoRR},
volume = {abs/2306.06339},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.06339},
doi = {10.48550/ARXIV.2306.06339},
eprinttype = {arXiv},
eprint = {2306.06339},
timestamp = {Fri, 16 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-06339.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-06825,
author = {Nevin L. Zhang and
Kaican Li and
Han Gao and
Weiyan Xie and
Zhi Lin and
Zhenguo Li and
Luning Wang and
Yongxiang Huang},
title = {A Causal Framework to Unify Common Domain Generalization Approaches},
journal = {CoRR},
volume = {abs/2307.06825},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.06825},
doi = {10.48550/ARXIV.2307.06825},
eprinttype = {arXiv},
eprint = {2307.06825},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-06825.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-05696,
author = {Yingxiu Zhao and
Bowen Yu and
Binyuan Hui and
Haiyang Yu and
Fei Huang and
Yongbin Li and
Nevin L. Zhang},
title = {A Preliminary Study of the Intrinsic Relationship between Complexity
and Alignment},
journal = {CoRR},
volume = {abs/2308.05696},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.05696},
doi = {10.48550/ARXIV.2308.05696},
eprinttype = {arXiv},
eprint = {2308.05696},
timestamp = {Sat, 26 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-05696.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-06622,
author = {Kaican Li and
Yifan Zhang and
Lanqing Hong and
Zhenguo Li and
Nevin L. Zhang},
title = {Robustness May be More Brittle than We Think under Different Degrees
of Distribution Shifts},
journal = {CoRR},
volume = {abs/2310.06622},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.06622},
doi = {10.48550/ARXIV.2310.06622},
eprinttype = {arXiv},
eprint = {2310.06622},
timestamp = {Tue, 24 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-06622.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhaoTYZLSSZ22,
author = {Yingxiu Zhao and
Zhiliang Tian and
Huaxiu Yao and
Yinhe Zheng and
Dongkyu Lee and
Yiping Song and
Jian Sun and
Nevin L. Zhang},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {Improving Meta-learning for Low-resource Text Classification and Generation
via Memory Imitation},
booktitle = {Proceedings of the 60th Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2022, Dublin, Ireland,
May 22-27, 2022},
pages = {583--595},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.acl-long.44},
doi = {10.18653/V1/2022.ACL-LONG.44},
timestamp = {Tue, 14 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/ZhaoTYZLSSZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/TianWWSTLZ22,
author = {Zhiliang Tian and
Zhihua Wen and
Zhenghao Wu and
Yiping Song and
Jintao Tang and
Dongsheng Li and
Nevin L. Zhang},
editor = {Arnab Bhattacharya and
Janice Lee and
Mong Li and
Divyakant Agrawal and
P. Krishna Reddy and
Mukesh K. Mohania and
Anirban Mondal and
Vikram Goyal and
Rage Uday Kiran},
title = {Emotion-Aware Multimodal Pre-training for Image-Grounded Emotional
Response Generation},
booktitle = {Database Systems for Advanced Applications - 27th International Conference,
{DASFAA} 2022, Virtual Event, April 11-14, 2022, Proceedings, Part
{III}},
series = {Lecture Notes in Computer Science},
volume = {13247},
pages = {3--19},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-00129-1\_1},
doi = {10.1007/978-3-031-00129-1\_1},
timestamp = {Fri, 21 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/TianWWSTLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZhaoZ0TLSLZ22,
author = {Yingxiu Zhao and
Yinhe Zheng and
Bowen Yu and
Zhiliang Tian and
Dongkyu Lee and
Jian Sun and
Yongbin Li and
Nevin L. Zhang},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Semi-Supervised Lifelong Language Learning},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022},
pages = {3937--3951},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-emnlp.290},
doi = {10.18653/V1/2022.FINDINGS-EMNLP.290},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ZhaoZ0TLSLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/TianWSZLZLZ22,
author = {Zhiliang Tian and
Yinliang Wang and
Yiping Song and
Chi Zhang and
Dongkyu Lee and
Yingxiu Zhao and
Dongsheng Li and
Nevin L. Zhang},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Empathetic and Emotionally Positive Conversation Systems with an Emotion-specific
Query-Response Memory},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022},
pages = {6364--6376},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-emnlp.475},
doi = {10.18653/V1/2022.FINDINGS-EMNLP.475},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/TianWSZLZLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LeeCZ22,
author = {Dongkyu Lee and
Ka Chun Cheung and
Nevin L. Zhang},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Adaptive Label Smoothing with Self-Knowledge in Natural Language Generation},
booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
December 7-11, 2022},
pages = {9781--9792},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-main.664},
doi = {10.18653/V1/2022.EMNLP-MAIN.664},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/LeeCZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LeeTZCZ22,
author = {Dongkyu Lee and
Zhiliang Tian and
Yingxiu Zhao and
Ka Chun Cheung and
Nevin Lianwen Zhang},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Hard Gate Knowledge Distillation - Leverage Calibration for Robust
and Reliable Language Model},
booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
December 7-11, 2022},
pages = {9793--9803},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-main.665},
doi = {10.18653/V1/2022.EMNLP-MAIN.665},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/LeeTZCZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ZhaoZTGSZ22,
author = {Yingxiu Zhao and
Yinhe Zheng and
Zhiliang Tian and
Chang Gao and
Jian Sun and
Nevin L. Zhang},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Prompt Conditioned {VAE:} Enhancing Generative Replay for Lifelong
Learning in Task-Oriented Dialogue},
booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
December 7-11, 2022},
pages = {11153--11169},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-main.766},
doi = {10.18653/V1/2022.EMNLP-MAIN.766},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ZhaoZTGSZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TianZHWZH22,
author = {Zhiliang Tian and
Yingxiu Zhao and
Ziyue Huang and
Yu{-}Xiang Wang and
Nevin L. Zhang and
He He},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {SeqPATE: Differentially Private Text Generation via Knowledge Distillation},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/480045ad846b44bf31441c1f1d9dd768-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TianZHWZH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-08813,
author = {Nevin L. Zhang and
Weiyan Xie and
Zhi Lin and
Guanfang Dong and
Xiao{-}Hui Li and
Caleb Chen Cao and
Yunpeng Wang},
title = {Example Perplexity},
journal = {CoRR},
volume = {abs/2203.08813},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.08813},
doi = {10.48550/ARXIV.2203.08813},
eprinttype = {arXiv},
eprint = {2203.08813},
timestamp = {Mon, 28 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-08813.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-11670,
author = {Yingxiu Zhao and
Zhiliang Tian and
Huaxiu Yao and
Yinhe Zheng and
Dongkyu Lee and
Yiping Song and
Jian Sun and
Nevin L. Zhang},
title = {Improving Meta-learning for Low-resource Text Classification and Generation
via Memory Imitation},
journal = {CoRR},
volume = {abs/2203.11670},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.11670},
doi = {10.48550/ARXIV.2203.11670},
eprinttype = {arXiv},
eprint = {2203.11670},
timestamp = {Tue, 14 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-11670.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-13364,
author = {Xingzhi Zhou and
Nevin L. Zhang},
title = {Deep Clustering with Features from Self-Supervised Pretraining},
journal = {CoRR},
volume = {abs/2207.13364},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.13364},
doi = {10.48550/ARXIV.2207.13364},
eprinttype = {arXiv},
eprint = {2207.13364},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-13364.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-07783,
author = {Yingxiu Zhao and
Yinhe Zheng and
Zhiliang Tian and
Chang Gao and
Bowen Yu and
Haiyang Yu and
Yongbin Li and
Jian Sun and
Nevin L. Zhang},
title = {Prompt Conditioned {VAE:} Enhancing Generative Replay for Lifelong
Learning in Task-Oriented Dialogue},
journal = {CoRR},
volume = {abs/2210.07783},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.07783},
doi = {10.48550/ARXIV.2210.07783},
eprinttype = {arXiv},
eprint = {2210.07783},
timestamp = {Tue, 14 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-07783.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-12427,
author = {Dongkyu Lee and
Zhiliang Tian and
Yingxiu Zhao and
Ka Chun Cheung and
Nevin L. Zhang},
title = {Hard Gate Knowledge Distillation - Leverage Calibration for Robust
and Reliable Language Model},
journal = {CoRR},
volume = {abs/2210.12427},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.12427},
doi = {10.48550/ARXIV.2210.12427},
eprinttype = {arXiv},
eprint = {2210.12427},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-12427.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-13459,
author = {Dongkyu Lee and
Ka Chun Cheung and
Nevin L. Zhang},
title = {Adaptive Label Smoothing with Self-Knowledge in Natural Language Generation},
journal = {CoRR},
volume = {abs/2210.13459},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.13459},
doi = {10.48550/ARXIV.2210.13459},
eprinttype = {arXiv},
eprint = {2210.13459},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-13459.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-03064,
author = {Weiyan Xie and
Xiao{-}Hui Li and
Caleb Chen Cao and
Nevin L. Zhang},
title = {ViT-CX: Causal Explanation of Vision Transformers},
journal = {CoRR},
volume = {abs/2211.03064},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.03064},
doi = {10.48550/ARXIV.2211.03064},
eprinttype = {arXiv},
eprint = {2211.03064},
timestamp = {Wed, 09 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-03064.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-13050,
author = {Yingxiu Zhao and
Yinhe Zheng and
Bowen Yu and
Zhiliang Tian and
Dongkyu Lee and
Jian Sun and
Haiyang Yu and
Yongbin Li and
Nevin L. Zhang},
title = {Semi-Supervised Lifelong Language Learning},
journal = {CoRR},
volume = {abs/2211.13050},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.13050},
doi = {10.48550/ARXIV.2211.13050},
eprinttype = {arXiv},
eprint = {2211.13050},
timestamp = {Tue, 14 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-13050.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/TianBZLSZ21,
author = {Zhiliang Tian and
Wei Bi and
Zihan Zhang and
Dongkyu Lee and
Yiping Song and
Nevin L. Zhang},
title = {Learning from My Friends: Few-Shot Personalized Conversation Systems
via Social Networks},
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 = {13907--13915},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i15.17638},
doi = {10.1609/AAAI.V35I15.17638},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/TianBZLSZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/XueSW0ZQZL20,
author = {Lanqing Xue and
Kaitao Song and
Duocai Wu and
Xu Tan and
Nevin L. Zhang and
Tao Qin and
Wei{-}Qiang Zhang and
Tie{-}Yan Liu},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {DeepRapper: Neural Rap Generation with Rhyme and Rhythm Modeling},
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 = {69--81},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-long.6},
doi = {10.18653/V1/2021.ACL-LONG.6},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/XueSW0ZQZL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LeeTXZ20,
author = {Dongkyu Lee and
Zhiliang Tian and
Lanqing Xue and
Nevin L. Zhang},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {Enhancing Content Preservation in Text Style Transfer Using Reverse
Attention and Conditional Layer Normalization},
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 = {93--102},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-long.8},
doi = {10.18653/V1/2021.ACL-LONG.8},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/LeeTXZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-10323,
author = {Zhiliang Tian and
Wei Bi and
Zihan Zhang and
Dongkyu Lee and
Yiping Song and
Nevin L. Zhang},
title = {Learning from My Friends: Few-Shot Personalized Conversation Systems
via Social Networks},
journal = {CoRR},
volume = {abs/2105.10323},
year = {2021},
url = {https://arxiv.org/abs/2105.10323},
eprinttype = {arXiv},
eprint = {2105.10323},
timestamp = {Mon, 31 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-10323.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-01875,
author = {Lanqing Xue and
Kaitao Song and
Duocai Wu and
Xu Tan and
Nevin L. Zhang and
Tao Qin and
Wei{-}Qiang Zhang and
Tie{-}Yan Liu},
title = {DeepRapper: Neural Rap Generation with Rhyme and Rhythm Modeling},
journal = {CoRR},
volume = {abs/2107.01875},
year = {2021},
url = {https://arxiv.org/abs/2107.01875},
eprinttype = {arXiv},
eprint = {2107.01875},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-01875.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-00449,
author = {Dongkyu Lee and
Zhiliang Tian and
Lanqing Xue and
Nevin L. Zhang},
title = {Enhancing Content Preservation in Text Style Transfer Using Reverse
Attention and Conditional Layer Normalization},
journal = {CoRR},
volume = {abs/2108.00449},
year = {2021},
url = {https://arxiv.org/abs/2108.00449},
eprinttype = {arXiv},
eprint = {2108.00449},
timestamp = {Thu, 05 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-00449.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XueLZ20,
author = {Lanqing Xue and
Xiaopeng Li and
Nevin L. Zhang},
title = {Not All Attention Is Needed: Gated Attention Network for Sequence
Data},
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 = {6550--6557},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.6129},
doi = {10.1609/AAAI.V34I04.6129},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/XueLZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/TianBLXSLZ20,
author = {Zhiliang Tian and
Wei Bi and
Dongkyu Lee and
Lanqing Xue and
Yiping Song and
Xiaojiang Liu and
Nevin L. Zhang},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {Response-Anticipated Memory for On-Demand Knowledge Integration in
Response Generation},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {650--659},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.61},
doi = {10.18653/V1/2020.ACL-MAIN.61},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/TianBLXSLZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/KhawarPZ20,
author = {Farhan Khawar and
Leonard K. M. Poon and
Nevin L. Zhang},
editor = {Yennun Huang and
Irwin King and
Tie{-}Yan Liu and
Maarten van Steen},
title = {Learning the Structure of Auto-Encoding Recommenders},
booktitle = {{WWW} '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020},
pages = {519--529},
publisher = {{ACM} / {IW3C2}},
year = {2020},
url = {https://doi.org/10.1145/3366423.3380135},
doi = {10.1145/3366423.3380135},
timestamp = {Fri, 25 Dec 2020 01:14:58 +0100},
biburl = {https://dblp.org/rec/conf/www/KhawarPZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-06128,
author = {Zhiliang Tian and
Wei Bi and
Dongkyu Lee and
Lanqing Xue and
Yiping Song and
Xiaojiang Liu and
Nevin L. Zhang},
title = {Response-Anticipated Memory for On-Demand Knowledge Integration in
Response Generation},
journal = {CoRR},
volume = {abs/2005.06128},
year = {2020},
url = {https://arxiv.org/abs/2005.06128},
eprinttype = {arXiv},
eprint = {2005.06128},
timestamp = {Thu, 14 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-06128.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-05163,
author = {Leonard K. M. Poon and
Nevin L. Zhang and
Haoran Xie and
Gary Cheng},
title = {Handling Collocations in Hierarchical Latent Tree Analysis for Topic
Modeling},
journal = {CoRR},
volume = {abs/2007.05163},
year = {2020},
url = {https://arxiv.org/abs/2007.05163},
eprinttype = {arXiv},
eprint = {2007.05163},
timestamp = {Mon, 20 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-05163.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-07956,
author = {Farhan Khawar and
Leonard Kin Man Poon and
Nevin Lianwen Zhang},
title = {Learning the Structure of Auto-Encoding Recommenders},
journal = {CoRR},
volume = {abs/2008.07956},
year = {2020},
url = {https://arxiv.org/abs/2008.07956},
eprinttype = {arXiv},
eprint = {2008.07956},
timestamp = {Fri, 21 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-07956.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/TianBLZ19,
author = {Zhiliang Tian and
Wei Bi and
Xiaopeng Li and
Nevin L. Zhang},
editor = {Anna Korhonen and
David R. Traum and
Llu{\'{\i}}s M{\`{a}}rquez},
title = {Learning to Abstract for Memory-augmented Conversational Response
Generation},
booktitle = {Proceedings of the 57th Conference of the Association for Computational
Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
Volume 1: Long Papers},
pages = {3816--3825},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-1371},
doi = {10.18653/V1/P19-1371},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/TianBLZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecir/KhawarZ19,
author = {Farhan Khawar and
Nevin L. Zhang},
editor = {Leif Azzopardi and
Benno Stein and
Norbert Fuhr and
Philipp Mayr and
Claudia Hauff and
Djoerd Hiemstra},
title = {Conformative Filtering for Implicit Feedback Data},
booktitle = {Advances in Information Retrieval - 41st European Conference on {IR}
Research, {ECIR} 2019, Cologne, Germany, April 14-18, 2019, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11437},
pages = {164--178},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-15712-8\_11},
doi = {10.1007/978-3-030-15712-8\_11},
timestamp = {Fri, 25 Dec 2020 01:14:14 +0100},
biburl = {https://dblp.org/rec/conf/ecir/KhawarZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecsqaru/ChenCZ19,
author = {Peixian Chen and
Zhourong Chen and
Nevin L. Zhang},
editor = {Gabriele Kern{-}Isberner and
Zoran Ognjanovic},
title = {A Novel Document Generation Process for Topic Detection Based on Hierarchical
Latent Tree Models},
booktitle = {Symbolic and Quantitative Approaches to Reasoning with Uncertainty,
15th European Conference, {ECSQARU} 2019, Belgrade, Serbia, September
18-20, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11726},
pages = {265--276},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29765-7\_22},
doi = {10.1007/978-3-030-29765-7\_22},
timestamp = {Fri, 22 Nov 2019 13:23:56 +0100},
biburl = {https://dblp.org/rec/conf/ecsqaru/ChenCZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecsqaru/ChenLTZ19,
author = {Zhourong Chen and
Xiaopeng Li and
Zhiliang Tian and
Nevin L. Zhang},
editor = {Gabriele Kern{-}Isberner and
Zoran Ognjanovic},
title = {Fast Structure Learning for Deep Feedforward Networks via Tree Skeleton
Expansion},
booktitle = {Symbolic and Quantitative Approaches to Reasoning with Uncertainty,
15th European Conference, {ECSQARU} 2019, Belgrade, Serbia, September
18-20, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11726},
pages = {277--289},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29765-7\_23},
doi = {10.1007/978-3-030-29765-7\_23},
timestamp = {Fri, 22 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecsqaru/ChenLTZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/KhawarZ19,
author = {Farhan Khawar and
Nevin L. Zhang},
title = {Modeling Multidimensional User Preferences for Collaborative Filtering},
booktitle = {35th {IEEE} International Conference on Data Engineering, {ICDE} 2019,
Macao, China, April 8-11, 2019},
pages = {1618--1621},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDE.2019.00156},
doi = {10.1109/ICDE.2019.00156},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/icde/KhawarZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LiCPZ19,
author = {Xiaopeng Li and
Zhourong Chen and
Leonard K. M. Poon and
Nevin L. Zhang},
title = {Learning Latent Superstructures in Variational Autoencoders for Deep
Multidimensional Clustering},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=SJgNwi09Km},
timestamp = {Thu, 25 Jul 2019 13:03:15 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LiCPZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/KhawarZ19,
author = {Farhan Khawar and
Nevin L. Zhang},
editor = {Benjamin Piwowarski and
Max Chevalier and
{\'{E}}ric Gaussier and
Yoelle Maarek and
Jian{-}Yun Nie and
Falk Scholer},
title = {Cleaned Similarity for Better Memory-Based Recommenders},
booktitle = {Proceedings of the 42nd International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2019, Paris,
France, July 21-25, 2019},
pages = {1193--1196},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3331184.3331310},
doi = {10.1145/3331184.3331310},
timestamp = {Sun, 21 Jul 2019 17:52:47 +0200},
biburl = {https://dblp.org/rec/conf/sigir/KhawarZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-07370,
author = {Farhan Khawar and
Nevin L. Zhang},
title = {Cleaned Similarity for Better Memory-Based Recommenders},
journal = {CoRR},
volume = {abs/1905.07370},
year = {2019},
url = {http://arxiv.org/abs/1905.07370},
eprinttype = {arXiv},
eprint = {1905.07370},
timestamp = {Tue, 28 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-07370.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-00349,
author = {Lanqing Xue and
Xiaopeng Li and
Nevin L. Zhang},
title = {Not All Attention Is Needed: Gated Attention Network for Sequence
Data},
journal = {CoRR},
volume = {abs/1912.00349},
year = {2019},
url = {http://arxiv.org/abs/1912.00349},
eprinttype = {arXiv},
eprint = {1912.00349},
timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-00349.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/PoonLZ18,
author = {Leonard K. M. Poon and
April H. Liu and
Nevin L. Zhang},
title = {{UC-LTM:} Unidimensional clustering using latent tree models for discrete
data},
journal = {Int. J. Approx. Reason.},
volume = {92},
pages = {392--409},
year = {2018},
url = {https://doi.org/10.1016/j.ijar.2017.10.020},
doi = {10.1016/J.IJAR.2017.10.020},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/PoonLZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiCZ18,
author = {Xiaopeng Li and
Zhourong Chen and
Nevin L. Zhang},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Building Sparse Deep Feedforward Networks using Tree Receptive Fields},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {5045--5051},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/700},
doi = {10.24963/IJCAI.2018/700},
timestamp = {Tue, 20 Aug 2019 16:19:08 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LiCZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-05206,
author = {Xiaopeng Li and
Zhourong Chen and
Nevin L. Zhang},
title = {Latent Tree Variational Autoencoder for Joint Representation Learning
and Multidimensional Clustering},
journal = {CoRR},
volume = {abs/1803.05206},
year = {2018},
url = {http://arxiv.org/abs/1803.05206},
eprinttype = {arXiv},
eprint = {1803.05206},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-05206.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-05209,
author = {Xiaopeng Li and
Zhourong Chen and
Nevin L. Zhang},
title = {Building Sparse Deep Feedforward Networks using Tree Receptive Fields},
journal = {CoRR},
volume = {abs/1803.05209},
year = {2018},
url = {http://arxiv.org/abs/1803.05209},
eprinttype = {arXiv},
eprint = {1803.05209},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-05209.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-06120,
author = {Zhourong Chen and
Xiaopeng Li and
Nevin L. Zhang},
title = {Learning Sparse Deep Feedforward Networks via Tree Skeleton Expansion},
journal = {CoRR},
volume = {abs/1803.06120},
year = {2018},
url = {http://arxiv.org/abs/1803.06120},
eprinttype = {arXiv},
eprint = {1803.06120},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-06120.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-02056,
author = {Farhan Khawar and
Nevin L. Zhang},
title = {Learning Hierarchical Item Categories from Implicit Feedback Data
for Efficient Recommendations and Browsing},
journal = {CoRR},
volume = {abs/1806.02056},
year = {2018},
url = {http://arxiv.org/abs/1806.02056},
eprinttype = {arXiv},
eprint = {1806.02056},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-02056.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-09371,
author = {Farhan Khawar and
Nevin L. Zhang},
title = {Matrix Factorization Equals Efficient Co-occurrence Representation},
journal = {CoRR},
volume = {abs/1808.09371},
year = {2018},
url = {http://arxiv.org/abs/1808.09371},
eprinttype = {arXiv},
eprint = {1808.09371},
timestamp = {Mon, 03 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-09371.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-09785,
author = {Farhan Khawar and
Nevin L. Zhang},
title = {Using Taste Groups for Collaborative Filtering},
journal = {CoRR},
volume = {abs/1808.09785},
year = {2018},
url = {http://arxiv.org/abs/1808.09785},
eprinttype = {arXiv},
eprint = {1808.09785},
timestamp = {Mon, 03 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-09785.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/ChenZLPCK17,
author = {Peixian Chen and
Nevin L. Zhang and
Tengfei Liu and
Leonard K. M. Poon and
Zhourong Chen and
Farhan Khawar},
title = {Latent tree models for hierarchical topic detection},
journal = {Artif. Intell.},
volume = {250},
pages = {105--124},
year = {2017},
url = {https://doi.org/10.1016/j.artint.2017.06.004},
doi = {10.1016/J.ARTINT.2017.06.004},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ai/ChenZLPCK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChenZYC17,
author = {Zhourong Chen and
Nevin L. Zhang and
Dit{-}Yan Yeung and
Peixian Chen},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Sparse Boltzmann Machines with Structure Learning as Applied to Text
Analysis},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {1805--1811},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10773},
doi = {10.1609/AAAI.V31I1.10773},
timestamp = {Mon, 04 Sep 2023 14:40:32 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChenZYC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangP17,
author = {Nevin L. Zhang and
Leonard K. M. Poon},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Latent Tree Analysis},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {4891--4898},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.11144},
doi = {10.1609/AAAI.V31I1.11144},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apweb/PoonLCZ17,
author = {Leonard K. M. Poon and
Chun Fai Leung and
Peixian Chen and
Nevin L. Zhang},
editor = {Lei Chen and
Christian S. Jensen and
Cyrus Shahabi and
Xiaochun Yang and
Xiang Lian},
title = {Topic Browsing System for Research Papers Based on Hierarchical Latent
Tree Analysis},
booktitle = {Web and Big Data - First International Joint Conference, APWeb-WAIM
2017, Beijing, China, July 7-9, 2017, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10367},
pages = {341--344},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-63564-4\_32},
doi = {10.1007/978-3-319-63564-4\_32},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/apweb/PoonLCZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmbd/PoonLZ17,
author = {Leonard K. M. Poon and
Chun Fai Leung and
Nevin L. Zhang},
editor = {Ying Tan and
Hideyuki Takagi and
Yuhui Shi},
title = {Mining Textual Reviews with Hierarchical Latent Tree Analysis},
booktitle = {Data Mining and Big Data - Second International Conference, {DMBD}
2017, Fukuoka, Japan, July 27 - August 1, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10387},
pages = {401--408},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-61845-6\_40},
doi = {10.1007/978-3-319-61845-6\_40},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/dmbd/PoonLZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KhawarZY17,
author = {Farhan Khawar and
Nevin L. Zhang and
Jinxing Yu},
title = {Conformative Filtering for Implicit Feedback Data},
journal = {CoRR},
volume = {abs/1704.01889},
year = {2017},
url = {http://arxiv.org/abs/1704.01889},
eprinttype = {arXiv},
eprint = {1704.01889},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KhawarZY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-04116,
author = {Peixian Chen and
Zhourong Chen and
Nevin L. Zhang},
title = {Document Generation with Hierarchical Latent Tree Models},
journal = {CoRR},
volume = {abs/1712.04116},
year = {2017},
url = {http://arxiv.org/abs/1712.04116},
eprinttype = {arXiv},
eprint = {1712.04116},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-04116.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChenZPC16,
author = {Peixian Chen and
Nevin L. Zhang and
Leonard K. M. Poon and
Zhourong Chen},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Progressive {EM} for Latent Tree Models and Hierarchical Topic Detection},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {1498--1504},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10196},
doi = {10.1609/AAAI.V30I1.10196},
timestamp = {Mon, 04 Sep 2023 15:08:28 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChenZPC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FuZCCJGCZ16,
author = {Chen Fu and
Nevin L. Zhang and
Bao Xin Chen and
Zhourong Chen and
Xiang Lan Jin and
Rong Juan Guo and
Zhi Gang Chen and
Yun Ling Zhang},
title = {Identification and classification of {TCM} syndrome types among patients
with vascular mild cognitive impairment using latent tree analysis},
journal = {CoRR},
volume = {abs/1601.06923},
year = {2016},
url = {http://arxiv.org/abs/1601.06923},
eprinttype = {arXiv},
eprint = {1601.06923},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FuZCCJGCZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenZLPC16,
author = {Peixian Chen and
Nevin L. Zhang and
Tengfei Liu and
Leonard K. M. Poon and
Zhourong Chen},
title = {Latent Tree Models for Hierarchical Topic Detection},
journal = {CoRR},
volume = {abs/1605.06650},
year = {2016},
url = {http://arxiv.org/abs/1605.06650},
eprinttype = {arXiv},
eprint = {1605.06650},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenZLPC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenZYC16,
author = {Zhourong Chen and
Nevin L. Zhang and
Dit{-}Yan Yeung and
Peixian Chen},
title = {Sparse Boltzmann Machines with Structure Learning as Applied to Text
Analysis},
journal = {CoRR},
volume = {abs/1609.05294},
year = {2016},
url = {http://arxiv.org/abs/1609.05294},
eprinttype = {arXiv},
eprint = {1609.05294},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenZYC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PoonZ16,
author = {Leonard K. M. Poon and
Nevin L. Zhang},
title = {Topic Browsing for Research Papers with Hierarchical Latent Tree Analysis},
journal = {CoRR},
volume = {abs/1609.09188},
year = {2016},
url = {http://arxiv.org/abs/1609.09188},
eprinttype = {arXiv},
eprint = {1609.09188},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PoonZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangP16,
author = {Nevin L. Zhang and
Leonard K. M. Poon},
title = {Latent Tree Analysis},
journal = {CoRR},
volume = {abs/1610.00085},
year = {2016},
url = {http://arxiv.org/abs/1610.00085},
eprinttype = {arXiv},
eprint = {1610.00085},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhangP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiuZCLPW15,
author = {Tengfei Liu and
Nevin Lianwen Zhang and
Peixian Chen and
April Hua Liu and
Leonard K. M. Poon and
Yi Wang},
title = {Greedy learning of latent tree models for multidimensional clustering},
journal = {Mach. Learn.},
volume = {98},
number = {1-2},
pages = {301--330},
year = {2015},
url = {https://doi.org/10.1007/s10994-013-5393-0},
doi = {10.1007/S10994-013-5393-0},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LiuZCLPW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiuPZ15,
author = {April H. Liu and
Leonard K. M. Poon and
Nevin Lianwen Zhang},
editor = {Blai Bonet and
Sven Koenig},
title = {Unidimensional Clustering of Discrete Data Using Latent Tree Models},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {2771--2777},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9593},
doi = {10.1609/AAAI.V29I1.9593},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiuPZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ChenWZY15,
author = {Peixian Chen and
Naiyan Wang and
Nevin L. Zhang and
Dit{-}Yan Yeung},
title = {Bayesian adaptive matrix factorization with automatic model selection},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2015, Boston, MA, USA, June 7-12, 2015},
pages = {1284--1292},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/CVPR.2015.7298733},
doi = {10.1109/CVPR.2015.7298733},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/ChenWZY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenZPC15,
author = {Peixian Chen and
Nevin L. Zhang and
Leonard K. M. Poon and
Zhourong Chen},
title = {Progressive {EM} for Latent Tree Models and Hierarchical Topic Detection},
journal = {CoRR},
volume = {abs/1508.00973},
year = {2015},
url = {http://arxiv.org/abs/1508.00973},
eprinttype = {arXiv},
eprint = {1508.00973},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenZPC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LiuPLZ14,
author = {April H. Liu and
Leonard K. M. Poon and
Tengfei Liu and
Nevin Lianwen Zhang},
title = {Latent tree models for rounding in spectral clustering},
journal = {Neurocomputing},
volume = {144},
pages = {448--462},
year = {2014},
url = {https://doi.org/10.1016/j.neucom.2014.04.030},
doi = {10.1016/J.NEUCOM.2014.04.030},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/LiuPLZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/ZhangWC14,
author = {Nevin Lianwen Zhang and
Xiaofei Wang and
Peixian Chen},
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {A Study of Recently Discovered Equalities about Latent Tree Models
Using Inverse Edges},
booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
pages = {567--580},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0\_37},
doi = {10.1007/978-3-319-11433-0\_37},
timestamp = {Tue, 14 May 2019 10:00:39 +0200},
biburl = {https://dblp.org/rec/conf/pgm/ZhangWC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiuZC14,
author = {Tengfei Liu and
Nevin Lianwen Zhang and
Peixian Chen},
editor = {Toon Calders and
Floriana Esposito and
Eyke H{\"{u}}llermeier and
Rosa Meo},
title = {Hierarchical Latent Tree Analysis for Topic Detection},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8725},
pages = {256--272},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-44851-9\_17},
doi = {10.1007/978-3-662-44851-9\_17},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LiuZC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/uai/2014,
editor = {Nevin L. Zhang and
Jin Tian},
title = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27,
2014},
publisher = {{AUAI} Press},
year = {2014},
url = {https://dslpitt.org/uai/displayArticles.jsp?mmnu=1\&\#38;smnu=1\&\#38;proceeding\_id=30},
isbn = {978-0-9749039-1-0},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/2014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangZC14,
author = {Yi Wang and
Nevin Lianwen Zhang and
Tao Chen},
title = {Latent Tree Models and Approximate Inference in Bayesian Networks},
journal = {CoRR},
volume = {abs/1401.3429},
year = {2014},
url = {http://arxiv.org/abs/1401.3429},
eprinttype = {arXiv},
eprint = {1401.3429},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangZC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MouradSZLL14,
author = {Rapha{\"{e}}l Mourad and
Christine Sinoquet and
Nevin Lianwen Zhang and
Tengfei Liu and
Philippe Leray},
title = {A Survey on Latent Tree Models and Applications},
journal = {CoRR},
volume = {abs/1402.0577},
year = {2014},
url = {http://arxiv.org/abs/1402.0577},
eprinttype = {arXiv},
eprint = {1402.0577},
timestamp = {Tue, 30 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MouradSZLL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangFLPCCZ14,
author = {Nevin Lianwen Zhang and
Chen Fu and
Tengfei Liu and
Kin Man Poon and
Peixian Chen and
Bao Xin Chen and
Yun Ling Zhang},
title = {An Evidence-Based Approach to Patient Classification in Traditional
Chinese Medicine based on Latent Tree Analysis},
journal = {CoRR},
volume = {abs/1410.7140},
year = {2014},
url = {http://arxiv.org/abs/1410.7140},
eprinttype = {arXiv},
eprint = {1410.7140},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhangFLPCCZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/PoonZLL13,
author = {Leonard K. M. Poon and
Nevin Lianwen Zhang and
Tengfei Liu and
April H. Liu},
title = {Model-based clustering of high-dimensional data: Variable selection
versus facet determination},
journal = {Int. J. Approx. Reason.},
volume = {54},
number = {1},
pages = {196--215},
year = {2013},
url = {https://doi.org/10.1016/j.ijar.2012.08.001},
doi = {10.1016/J.IJAR.2012.08.001},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/PoonZLL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/WangZCP13,
author = {Yi Wang and
Nevin Lianwen Zhang and
Tao Chen and
Leonard K. M. Poon},
title = {{LTC:} {A} latent tree approach to classification},
journal = {Int. J. Approx. Reason.},
volume = {54},
number = {4},
pages = {560--572},
year = {2013},
url = {https://doi.org/10.1016/j.ijar.2012.06.024},
doi = {10.1016/J.IJAR.2012.06.024},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijar/WangZCP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/MouradSZLL13,
author = {Rapha{\"{e}}l Mourad and
Christine Sinoquet and
Nevin Lianwen Zhang and
Tengfei Liu and
Philippe Leray},
title = {A Survey on Latent Tree Models and Applications},
journal = {J. Artif. Intell. Res.},
volume = {47},
pages = {157--203},
year = {2013},
url = {https://doi.org/10.1613/jair.3879},
doi = {10.1613/JAIR.3879},
timestamp = {Tue, 30 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jair/MouradSZLL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-0578,
author = {Tomas Kocka and
Nevin Lianwen Zhang},
title = {Dimension Correction for Hierarchical Latent Class Models},
journal = {CoRR},
volume = {abs/1301.0578},
year = {2013},
url = {http://arxiv.org/abs/1301.0578},
eprinttype = {arXiv},
eprint = {1301.0578},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-0578.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-6751,
author = {Nevin Lianwen Zhang and
Stephen S. Lee and
Weihong Zhang},
title = {A Method for Speeding Up Value Iteration in Partially Observable Markov
Decision Processes},
journal = {CoRR},
volume = {abs/1301.6751},
year = {2013},
url = {http://arxiv.org/abs/1301.6751},
eprinttype = {arXiv},
eprint = {1301.6751},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-6751.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-7416,
author = {Nevin Lianwen Zhang},
title = {Probabilistic Inference in Influence Diagrams},
journal = {CoRR},
volume = {abs/1301.7416},
year = {2013},
url = {http://arxiv.org/abs/1301.7416},
eprinttype = {arXiv},
eprint = {1301.7416},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-7416.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-7417,
author = {Nevin Lianwen Zhang and
Stephen S. Lee},
title = {Planning with Partially Observable Markov Decision Processes: Advances
in Exact Solution Method},
journal = {CoRR},
volume = {abs/1301.7417},
year = {2013},
url = {http://arxiv.org/abs/1301.7417},
eprinttype = {arXiv},
eprint = {1301.7417},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-7417.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1302-1525,
author = {Anthony R. Cassandra and
Michael L. Littman and
Nevin Lianwen Zhang},
title = {Incremental Pruning: {A} Simple, Fast, Exact Method for Partially
Observable Markov Decision Processes},
journal = {CoRR},
volume = {abs/1302.1525},
year = {2013},
url = {http://arxiv.org/abs/1302.1525},
eprinttype = {arXiv},
eprint = {1302.1525},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1302-1525.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1302-1573,
author = {Nevin Lianwen Zhang and
Wenju Liu},
title = {Region-Based Approximations for Planning in Stochastic Domains},
journal = {CoRR},
volume = {abs/1302.1573},
year = {2013},
url = {http://arxiv.org/abs/1302.1573},
eprinttype = {arXiv},
eprint = {1302.1573},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1302-1573.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1302-1574,
author = {Nevin Lianwen Zhang and
Li Yan},
title = {Independence of Causal Influence and Clique Tree Propagation},
journal = {CoRR},
volume = {abs/1302.1574},
year = {2013},
url = {http://arxiv.org/abs/1302.1574},
eprinttype = {arXiv},
eprint = {1302.1574},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1302-1574.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1302-1575,
author = {Nevin Lianwen Zhang and
Weihong Zhang},
title = {Fast Value Iteration for Goal-Directed Markov Decision Processes},
journal = {CoRR},
volume = {abs/1302.1575},
year = {2013},
url = {http://arxiv.org/abs/1302.1575},
eprinttype = {arXiv},
eprint = {1302.1575},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1302-1575.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1302-4993,
author = {Nevin Lianwen Zhang},
title = {Inference with Causal Independence in the {CPSC} Network},
journal = {CoRR},
volume = {abs/1302.4993},
year = {2013},
url = {http://arxiv.org/abs/1302.4993},
eprinttype = {arXiv},
eprint = {1302.4993},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1302-4993.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1302-6840,
author = {Runping Qi and
Nevin Lianwen Zhang and
David L. Poole},
title = {Solving Asymmetric Decision Problems with Influence Diagrams},
journal = {CoRR},
volume = {abs/1302.6840},
year = {2013},
url = {http://arxiv.org/abs/1302.6840},
eprinttype = {arXiv},
eprint = {1302.6840},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1302-6840.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1302-6855,
author = {Nevin Lianwen Zhang and
David L. Poole},
title = {Inter-causal Independence and Heterogeneous Factorization},
journal = {CoRR},
volume = {abs/1302.6855},
year = {2013},
url = {http://arxiv.org/abs/1302.6855},
eprinttype = {arXiv},
eprint = {1302.6855},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1302-6855.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1303-1502,
author = {Nevin Lianwen Zhang and
Runping Qi and
David L. Poole},
title = {Incremental computation of the value of perfect information in stepwise-decomposable
influence diagrams},
journal = {CoRR},
volume = {abs/1303.1502},
year = {2013},
url = {http://arxiv.org/abs/1303.1502},
eprinttype = {arXiv},
eprint = {1303.1502},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1303-1502.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1303-5440,
author = {Nevin Lianwen Zhang and
David L. Poole},
title = {Sidestepping the Triangulation Problem in Bayesian Net Computations},
journal = {CoRR},
volume = {abs/1303.5440},
year = {2013},
url = {http://arxiv.org/abs/1303.5440},
eprinttype = {arXiv},
eprint = {1303.5440},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1303-5440.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/ChenZLPW12,
author = {Tao Chen and
Nevin Lianwen Zhang and
Tengfei Liu and
Kin Man Poon and
Yi Wang},
title = {Model-based multidimensional clustering of categorical data},
journal = {Artif. Intell.},
volume = {176},
number = {1},
pages = {2246--2269},
year = {2012},
url = {https://doi.org/10.1016/j.artint.2011.09.003},
doi = {10.1016/J.ARTINT.2011.09.003},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/ChenZLPW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/PoonLLZ12,
author = {Leonard K. M. Poon and
April H. Liu and
Tengfei Liu and
Nevin Lianwen Zhang},
editor = {Nando de Freitas and
Kevin P. Murphy},
title = {A Model-Based Approach to Rounding in Spectral Clustering},
booktitle = {Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial
Intelligence, Catalina Island, CA, USA, August 14-18, 2012},
pages = {685--694},
publisher = {{AUAI} Press},
year = {2012},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2332\&\#38;proceeding\_id=28},
timestamp = {Mon, 23 Nov 2020 08:36:48 +0100},
biburl = {https://dblp.org/rec/conf/uai/PoonLLZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1210-4883,
author = {Leonard K. M. Poon and
April H. Liu and
Tengfei Liu and
Nevin Lianwen Zhang},
title = {A Model-Based Approach to Rounding in Spectral Clustering},
journal = {CoRR},
volume = {abs/1210.4883},
year = {2012},
url = {http://arxiv.org/abs/1210.4883},
eprinttype = {arXiv},
eprint = {1210.4883},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1210-4883.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecsqaru/WangZCP11,
author = {Yi Wang and
Nevin Lianwen Zhang and
Tao Chen and
Leonard K. M. Poon},
editor = {Weiru Liu},
title = {Latent Tree Classifier},
booktitle = {Symbolic and Quantitative Approaches to Reasoning with Uncertainty
- 11th European Conference, {ECSQARU} 2011, Belfast, UK, June 29-July
1, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6717},
pages = {410--421},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-22152-1\_35},
doi = {10.1007/978-3-642-22152-1\_35},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecsqaru/WangZCP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/multiclust/LiuZP0L11,
author = {Tengfei Liu and
Nevin Lianwen Zhang and
Kin Man Poon and
Yi Wang and
Hua Liu},
editor = {Emmanuel M{\"{u}}ller and
Stephan G{\"{u}}nnemann and
Ira Assent and
Thomas Seidl},
title = {Fast Multidimensional Clustering of Categorical Data},
booktitle = {Proceedings of the 2nd MultiClust Workshop: Discovering, Summarizing
and Using Multiple Clusterings, Athens, Greece, September 5, 2011,
in conjunction with {ECML/PKDD} 2011},
series = {{CEUR} Workshop Proceedings},
volume = {772},
pages = {19--30},
publisher = {CEUR-WS.org},
year = {2011},
url = {https://ceur-ws.org/Vol-772/multiclust2011-paper4.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:03 +0100},
biburl = {https://dblp.org/rec/conf/multiclust/LiuZP0L11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ZhangZC11,
author = {Nevin Lianwen Zhang and
Runsun Zhang and
Tao Chen},
editor = {Longbing Cao and
Joshua Zhexue Huang and
James Bailey and
Yun Sing Koh and
Jun Luo},
title = {Discovery of Regularities in the Use of Herbs in Traditional Chinese
Medicine Prescriptions},
booktitle = {New Frontiers in Applied Data Mining - {PAKDD} 2011 International
Workshops, Shenzhen, China, May 24-27, 2011, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {7104},
pages = {353--360},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-28320-8\_30},
doi = {10.1007/978-3-642-28320-8\_30},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/ZhangZC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1106-0251,
author = {Nevin Lianwen Zhang and
Weihong Zhang},
title = {Speeding Up the Convergence of Value Iteration in Partially Observable
Markov Decision Processes},
journal = {CoRR},
volume = {abs/1106.0251},
year = {2011},
url = {http://arxiv.org/abs/1106.0251},
eprinttype = {arXiv},
eprint = {1106.0251},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1106-0251.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1106-4864,
author = {David L. Poole and
Nevin Lianwen Zhang},
title = {Exploiting Contextual Independence In Probabilistic Inference},
journal = {CoRR},
volume = {abs/1106.4864},
year = {2011},
url = {http://arxiv.org/abs/1106.4864},
eprinttype = {arXiv},
eprint = {1106.4864},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1106-4864.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1107-0027,
author = {Tomas Kocka and
Nevin Lianwen Zhang},
title = {Effective Dimensions of Hierarchical Latent Class Models},
journal = {CoRR},
volume = {abs/1107.0027},
year = {2011},
url = {http://arxiv.org/abs/1107.0027},
eprinttype = {arXiv},
eprint = {1107.0027},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1107-0027.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1107-0042,
author = {Nevin Lianwen Zhang and
Weihong Zhang},
title = {Restricted Value Iteration: Theory and Algorithms},
journal = {CoRR},
volume = {abs/1107.0042},
year = {2011},
url = {http://arxiv.org/abs/1107.0042},
eprinttype = {arXiv},
eprint = {1107.0042},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1107-0042.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/ZhangY10,
author = {Nevin L. Zhang and
Shihong Yuan},
title = {Statistical truths in traditional Chinese medicine theories},
booktitle = {2010 {IEEE} International Conference on Bioinformatics and Biomedicine
Workshops, {BIBMW} 2010, Hong Kong, December 18, 2010},
pages = {631--634},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/BIBMW.2010.5703875},
doi = {10.1109/BIBMW.2010.5703875},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/ZhangY10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PoonZCW10,
author = {Leonard K. M. Poon and
Nevin Lianwen Zhang and
Tao Chen and
Yi Wang},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {Variable Selection in Model-Based Clustering: To Do or To Facilitate},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {887--894},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/26.pdf},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PoonZCW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/jsai/ChenZW10,
author = {Tao Chen and
Nevin Lianwen Zhang and
Yi Wang},
editor = {Takashi Onada and
Daisuke Bekki and
Eric McCready},
title = {The Role of Operation Granularity in Search-Based Learning of Latent
Tree Models},
booktitle = {New Frontiers in Artificial Intelligence - JSAI-isAI 2010 Workshops,
LENLS, JURISIN, AMBN, ISS, Tokyo, Japan, November 18-19, 2010, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {6797},
pages = {219--231},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-25655-4\_20},
doi = {10.1007/978-3-642-25655-4\_20},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/jsai/ChenZW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/ZhangYCW08,
author = {Nevin Lianwen Zhang and
Shihong Yuan and
Tao Chen and
Yi Wang},
title = {Latent tree models and diagnosis in traditional Chinese medicine},
journal = {Artif. Intell. Medicine},
volume = {42},
number = {3},
pages = {229--245},
year = {2008},
url = {https://doi.org/10.1016/j.artmed.2007.10.004},
doi = {10.1016/J.ARTMED.2007.10.004},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/artmed/ZhangYCW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/WangZC08,
author = {Yi Wang and
Nevin Lianwen Zhang and
Tao Chen},
title = {Latent Tree Models and Approximate Inference in Bayesian Networks},
journal = {J. Artif. Intell. Res.},
volume = {32},
pages = {879--900},
year = {2008},
url = {https://doi.org/10.1613/jair.2530},
doi = {10.1613/JAIR.2530},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jair/WangZC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jossac/Zhang0C08,
author = {Nevin Lianwen Zhang and
Yi Wang and
Tao Chen},
title = {Discovery of latent structures: Experience with the CoIL Challenge
2000 data set},
journal = {J. Syst. Sci. Complex.},
volume = {21},
number = {2},
pages = {172--183},
year = {2008},
url = {https://doi.org/10.1007/s11424-008-9101-2},
doi = {10.1007/S11424-008-9101-2},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jossac/Zhang0C08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangZC08,
author = {Yi Wang and
Nevin Lianwen Zhang and
Tao Chen},
editor = {Dieter Fox and
Carla P. Gomes},
title = {Latent Tree Models and Approximate Inference in Bayesian Networks},
booktitle = {Proceedings of the Twenty-Third {AAAI} Conference on Artificial Intelligence,
{AAAI} 2008, Chicago, Illinois, USA, July 13-17, 2008},
pages = {1112--1118},
publisher = {{AAAI} Press},
year = {2008},
url = {http://www.aaai.org/Library/AAAI/2008/aaai08-176.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WangZC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sfsc/Zhang08,
author = {Nevin Lianwen Zhang},
editor = {Ronald R. Yager and
Liping Liu},
title = {Weights of Evidence and Internal Conflict for Support Functions},
booktitle = {Classic Works of the Dempster-Shafer Theory of Belief Functions},
series = {Studies in Fuzziness and Soft Computing},
volume = {219},
pages = {411--418},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-44792-4\_15},
doi = {10.1007/978-3-540-44792-4\_15},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sfsc/Zhang08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/ZhangYCW07,
author = {Nevin Lianwen Zhang and
Shihong Yuan and
Tao Chen and
Yi Wang},
editor = {Riccardo Bellazzi and
Ameen Abu{-}Hanna and
Jim Hunter},
title = {Hierarchical Latent Class Models and Statistical Foundation for Traditional
Chinese Medicine},
booktitle = {Artificial Intelligence in Medicine, 11th Conference on Artificial
Intelligence in Medicine, {AIME} 2007, Amsterdam, The Netherlands,
July 7-11, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4594},
pages = {139--143},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73599-1\_15},
doi = {10.1007/978-3-540-73599-1\_15},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aime/ZhangYCW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/Zhang07,
author = {Nevin Lianwen Zhang},
editor = {Yong Shi and
G. Dick van Albada and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Discovering Latent Structures: Experience with the CoIL Challenge
2000 Data Set},
booktitle = {Computational Science - {ICCS} 2007, 7th International Conference,
Beijing, China, May 27 - 30, 2007, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {4490},
pages = {26--34},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72590-9\_4},
doi = {10.1007/978-3-540-72590-9\_4},
timestamp = {Tue, 08 Nov 2022 08:34:37 +0100},
biburl = {https://dblp.org/rec/conf/iccS/Zhang07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isaim/ChenZ06,
author = {Tao Chen and
Nevin Lianwen Zhang},
title = {Quartet-Based Learning of Hierarchical Latent Class Models: Discovery
of Shallow Latent Variables},
booktitle = {International Symposium on Artificial Intelligence and Mathematics,
AI{\&}Math 2006, Fort Lauderdale, Florida, USA, January 4-6, 2006},
year = {2006},
url = {http://anytime.cs.umass.edu/aimath06/proceedings/P17.pdf},
timestamp = {Tue, 08 Feb 2022 09:27:30 +0100},
biburl = {https://dblp.org/rec/conf/isaim/ChenZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/ChenZ06,
author = {Tao Chen and
Nevin Lianwen Zhang},
editor = {Milan Studen{\'{y}} and
Jir{\'{\i}} Vomlel},
title = {Quartet-Based Learning of Shallow Latent Variables},
booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September
2006, Prague, Czech Republic. Electronic Proceedings},
pages = {59--66},
year = {2006},
url = {http://www.utia.cas.cz/files/mtr/pgm06/10\_paper.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pgm/ChenZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/WangZ06,
author = {Yi Wang and
Nevin Lianwen Zhang},
editor = {Milan Studen{\'{y}} and
Jir{\'{\i}} Vomlel},
title = {Severity of Local Maxima for the {EM} Algorithm: Experiences with
Hierarchical Latent Class Models},
booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September
2006, Prague, Czech Republic. Electronic Proceedings},
pages = {301--308},
year = {2006},
url = {http://www.utia.cas.cz/files/mtr/pgm06/9\_paper.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pgm/WangZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/NielsenZ05,
author = {Thomas D. Nielsen and
Nevin Lianwen Zhang},
title = {Special Issue on {ECSQARU-2003:} The Seventh European Conference on
Symbolic and Quantitative Approaches to Reasoning with Uncertainty:
Message from the Guest Editors},
journal = {Int. J. Approx. Reason.},
volume = {38},
number = {3},
pages = {215--216},
year = {2005},
url = {https://doi.org/10.1016/j.ijar.2004.07.002},
doi = {10.1016/J.IJAR.2004.07.002},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/NielsenZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/ChenKZ05,
author = {Tao Chen and
Tom{\'{a}}s Kocka and
Nevin Lianwen Zhang},
title = {Effective dimensions of partially observed polytrees},
journal = {Int. J. Approx. Reason.},
volume = {38},
number = {3},
pages = {311--332},
year = {2005},
url = {https://doi.org/10.1016/j.ijar.2004.05.008},
doi = {10.1016/J.IJAR.2004.05.008},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/ChenKZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/ZhangZ05,
author = {Weihong Zhang and
Nevin Lianwen Zhang},
title = {Restricted Value Iteration: Theory and Algorithms},
journal = {J. Artif. Intell. Res.},
volume = {23},
pages = {123--165},
year = {2005},
url = {https://doi.org/10.1613/jair.1379},
doi = {10.1613/JAIR.1379},
timestamp = {Mon, 21 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/ZhangZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/ZhangNJ04,
author = {Nevin Lianwen Zhang and
Thomas D. Nielsen and
Finn Verner Jensen},
title = {Latent variable discovery in classification models},
journal = {Artif. Intell. Medicine},
volume = {30},
number = {3},
pages = {283--299},
year = {2004},
url = {https://doi.org/10.1016/j.artmed.2003.11.004},
doi = {10.1016/J.ARTMED.2003.11.004},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/ZhangNJ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/ZhangK04,
author = {Nevin Lianwen Zhang and
Tom{\'{a}}s Kocka},
title = {Effective Dimensions of Hierarchical Latent Class Models},
journal = {J. Artif. Intell. Res.},
volume = {21},
pages = {1--17},
year = {2004},
url = {https://doi.org/10.1613/jair.1311},
doi = {10.1613/JAIR.1311},
timestamp = {Mon, 21 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/ZhangK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Zhang04,
author = {Nevin Lianwen Zhang},
title = {Hierarchical Latent Class Models for Cluster Analysis},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {697--723},
year = {2004},
url = {https://jmlr.org/papers/volume5/zhang04a/zhang04a.pdf},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Zhang04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icai/ChoiZY04,
author = {Samuel P. M. Choi and
Nevin Lianwen Zhang and
Dit{-}Yan Yeung},
editor = {Hamid R. Arabnia and
Youngsong Mun},
title = {Reinforcement Learning in Episodic Non-stationary Markovian Environments},
booktitle = {Proceedings of the International Conference on Artificial Intelligence,
{IC-AI} '04, Volume 2 {\&} Proceedings of the International Conference
on Machine Learning; Models, Technologies {\&} Applications, {MLMTA}
'04, June 21-24, 2004, Las Vegas, Nevada, {USA}},
pages = {752--758},
publisher = {{CSREA} Press},
year = {2004},
timestamp = {Fri, 19 Nov 2004 15:01:48 +0100},
biburl = {https://dblp.org/rec/conf/icai/ChoiZY04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/ZhangK04,
author = {Nevin Lianwen Zhang and
Tom{\'{a}}s Kocka},
title = {Efficient Learning of Hierarchical Latent Class Models},
booktitle = {16th {IEEE} International Conference on Tools with Artificial Intelligence
{(ICTAI} 2004), 15-17 November 2004, Boca Raton, FL, {USA}},
pages = {585--593},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ICTAI.2004.55},
doi = {10.1109/ICTAI.2004.55},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/ZhangK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/PooleZ03,
author = {David L. Poole and
Nevin Lianwen Zhang},
title = {Exploiting Contextual Independence In Probabilistic Inference},
journal = {J. Artif. Intell. Res.},
volume = {18},
pages = {263--313},
year = {2003},
url = {https://doi.org/10.1613/jair.1122},
doi = {10.1613/JAIR.1122},
timestamp = {Mon, 21 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/PooleZ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecsqaru/KockaZ03,
author = {Tom{\'{a}}s Kocka and
Nevin Lianwen Zhang},
editor = {Thomas D. Nielsen and
Nevin Lianwen Zhang},
title = {Effective Dimensions of Partially Observed Polytrees},
booktitle = {Symbolic and Quantitative Approaches to Reasoning with Uncertainty,
7th European Conference, {ECSQARU} 2003, Aalborg, Denmark, July 2-5,
2003. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2711},
pages = {184--195},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-45062-7\_15},
doi = {10.1007/978-3-540-45062-7\_15},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecsqaru/KockaZ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ecsqaru/2003,
editor = {Thomas D. Nielsen and
Nevin Lianwen Zhang},
title = {Symbolic and Quantitative Approaches to Reasoning with Uncertainty,
7th European Conference, {ECSQARU} 2003, Aalborg, Denmark, July 2-5,
2003. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2711},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/b11792},
doi = {10.1007/B11792},
isbn = {3-540-40494-5},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecsqaru/2003.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijitdm/Zhang02,
author = {Nevin Lianwen Zhang},
title = {Inference in Bayesian Networks: The Role of Context-Specific Independence},
journal = {Int. J. Inf. Technol. Decis. Mak.},
volume = {1},
number = {1},
pages = {91--119},
year = {2002},
url = {https://doi.org/10.1142/S0219622002000099},
doi = {10.1142/S0219622002000099},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijitdm/Zhang02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Zhang02,
author = {Nevin Lianwen Zhang},
editor = {Rina Dechter and
Michael J. Kearns and
Richard S. Sutton},
title = {Hierarchical Latent Class Models for Cluster Analysis},
booktitle = {Proceedings of the Eighteenth National Conference on Artificial Intelligence
and Fourteenth Conference on Innovative Applications of Artificial
Intelligence, July 28 - August 1, 2002, Edmonton, Alberta, Canada},
pages = {230--237},
publisher = {{AAAI} Press / The {MIT} Press},
year = {2002},
url = {http://www.aaai.org/Library/AAAI/2002/aaai02-036.php},
timestamp = {Tue, 05 Sep 2023 09:10:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Zhang02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangZ02,
author = {Weihong Zhang and
Nevin Lianwen Zhang},
editor = {Rina Dechter and
Michael J. Kearns and
Richard S. Sutton},
title = {Value Iteration Working with Belief Subset},
booktitle = {Proceedings of the Eighteenth National Conference on Artificial Intelligence
and Fourteenth Conference on Innovative Applications of Artificial
Intelligence, July 28 - August 1, 2002, Edmonton, Alberta, Canada},
pages = {307--313},
publisher = {{AAAI} Press / The {MIT} Press},
year = {2002},
url = {http://www.aaai.org/Library/AAAI/2002/aaai02-047.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangZ02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isaim/ZhangZ02,
author = {Weihong Zhang and
Nevin Lianwen Zhang},
title = {An Alternative Formulation of Dynamic-Programming Updates for POMDPs},
booktitle = {International Symposium on Artificial Intelligence and Mathematics,
AI{\&}M 2002, Fort Lauderdale, Florida, USA, January 2-4, 2002},
year = {2002},
url = {http://rutcor.rutgers.edu/\%7Eamai/aimath02/PAPERS/34.ps},
timestamp = {Tue, 08 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isaim/ZhangZ02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KockaZ02,
author = {Tom{\'{a}}s Kocka and
Nevin Lianwen Zhang},
editor = {Adnan Darwiche and
Nir Friedman},
title = {Dimension Correction for Hierarchical Latent Class Models},
booktitle = {{UAI} '02, Proceedings of the 18th Conference in Uncertainty in Artificial
Intelligence, University of Alberta, Edmonton, Alberta, Canada, August
1-4, 2002},
pages = {267--274},
publisher = {Morgan Kaufmann},
year = {2002},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=869\&\#38;proceeding\_id=18},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/KockaZ02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/ZhangZ01,
author = {Nevin Lianwen Zhang and
Weihong Zhang},
title = {Speeding Up the Convergence of Value Iteration in Partially Observable
Markov Decision Processes},
journal = {J. Artif. Intell. Res.},
volume = {14},
pages = {29--51},
year = {2001},
url = {https://doi.org/10.1613/jair.761},
doi = {10.1613/JAIR.761},
timestamp = {Mon, 21 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/ZhangZ01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChoiZY01,
author = {Samuel Ping{-}Man Choi and
Nevin Lianwen Zhang and
Dit{-}Yan Yeung},
editor = {Thomas S. Richardson and
Tommi S. Jaakkola},
title = {Solving Hidden-Mode Markov Decision Problems},
booktitle = {Proceedings of the Eighth International Workshop on Artificial Intelligence
and Statistics, {AISTATS} 2001, Key West, Florida, USA, January 4-7,
2001},
pages = {49--56},
publisher = {Society for Artificial Intelligence and Statistics},
year = {2001},
url = {https://proceedings.mlr.press/r3/choi01a.html},
timestamp = {Fri, 05 Jul 2024 15:47:03 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ChoiZY01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecsqaru/ZhangZ01,
author = {Nevin Lianwen Zhang and
Weihong Zhang},
editor = {Salem Benferhat and
Philippe Besnard},
title = {Space-Progressive Value Iteration: An Anytime Algorithm for a Class
of POMDPs},
booktitle = {Symbolic and Quantitative Approaches to Reasoning with Uncertainty,
6th European Conference, {ECSQARU} 2001, Toulouse, France, September
19-21, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2143},
pages = {72--83},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44652-4\_8},
doi = {10.1007/3-540-44652-4\_8},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecsqaru/ZhangZ01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/seqlearn/ChoiYZ01,
author = {Samuel P. M. Choi and
Dit{-}Yan Yeung and
Nevin Lianwen Zhang},
editor = {Ron Sun and
C. Lee Giles},
title = {Hidden-Mode Markov Decision Processes for Nonstationary Sequential
Decision Making},
booktitle = {Sequence Learning - Paradigms, Algorithms, and Applications},
series = {Lecture Notes in Computer Science},
volume = {1828},
pages = {264--287},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44565-X\_12},
doi = {10.1007/3-540-44565-X\_12},
timestamp = {Sun, 25 Oct 2020 23:14:05 +0100},
biburl = {https://dblp.org/rec/conf/seqlearn/ChoiYZ01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhangP99,
author = {Nevin Lianwen Zhang and
David L. Poole},
editor = {Thomas Dean},
title = {On the Role of Context-Specific Independence in Probabilistic Inference},
booktitle = {Proceedings of the Sixteenth International Joint Conference on Artificial
Intelligence, {IJCAI} 99, Stockholm, Sweden, July 31 - August 6, 1999.
2 Volumes, 1450 pages},
pages = {1288--1293},
publisher = {Morgan Kaufmann},
year = {1999},
url = {http://ijcai.org/Proceedings/99-2/Papers/088.pdf},
timestamp = {Tue, 20 Aug 2019 16:18:16 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhangP99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChoiYZ99,
author = {Samuel P. M. Choi and
Dit{-}Yan Yeung and
Nevin Lianwen Zhang},
editor = {Sara A. Solla and
Todd K. Leen and
Klaus{-}Robert M{\"{u}}ller},
title = {An Environment Model for Nonstationary Reinforcement Learning},
booktitle = {Advances in Neural Information Processing Systems 12, {[NIPS} Conference,
Denver, Colorado, USA, November 29 - December 4, 1999]},
pages = {987--993},
publisher = {The {MIT} Press},
year = {1999},
url = {http://papers.nips.cc/paper/1665-an-environment-model-for-nonstationary-reinforcement-learning},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChoiYZ99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZhangLZ99,
author = {Nevin Lianwen Zhang and
Stephen S. Lee and
Weihong Zhang},
editor = {Kathryn B. Laskey and
Henri Prade},
title = {A Method for Speeding Up Value Iteration in Partially Observable Markov
Decision Processes},
booktitle = {{UAI} '99: Proceedings of the Fifteenth Conference on Uncertainty
in Artificial Intelligence, Stockholm, Sweden, July 30 - August 1,
1999},
pages = {696--703},
publisher = {Morgan Kaufmann},
year = {1999},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=225\&\#38;proceeding\_id=15},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ZhangLZ99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/Zhang98,
author = {Nevin Lianwen Zhang},
title = {Computational Properties of Two Exact Algorithms for Bayesian Networks},
journal = {Appl. Intell.},
volume = {9},
number = {2},
pages = {173--183},
year = {1998},
url = {https://doi.org/10.1023/A:1008272220579},
doi = {10.1023/A:1008272220579},
timestamp = {Wed, 14 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/Zhang98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ci/Zhang98,
author = {Nevin Lianwen Zhang},
title = {Probabilistic Inference in Influence Diagrams},
journal = {Comput. Intell.},
volume = {14},
number = {4},
pages = {475--497},
year = {1998},
url = {https://doi.org/10.1111/0824-7935.00073},
doi = {10.1111/0824-7935.00073},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ci/Zhang98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/ZhangY98,
author = {Nevin Lianwen Zhang and
Li Yan},
title = {Independence of causal influence and clique tree propagation},
journal = {Int. J. Approx. Reason.},
volume = {19},
number = {3-4},
pages = {335--349},
year = {1998},
url = {https://doi.org/10.1016/S0888-613X(98)10014-2},
doi = {10.1016/S0888-613X(98)10014-2},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/ZhangY98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pricai/Zhang98,
author = {Nevin Lianwen Zhang},
editor = {Hing{-}Yan Lee and
Hiroshi Motoda},
title = {Context-Specific Independence, Decomposition of Conditional Probabilities,
and Inference in Bayesian Networks},
booktitle = {PRICAI'98, Topics in Artificial Intelligence, 5th Pacific Rim International
Conference on Artificial Intelligence, Singapore, November 22-27,
1998, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1531},
pages = {411--423},
publisher = {Springer},
year = {1998},
url = {https://doi.org/10.1007/BFb0095288},
doi = {10.1007/BFB0095288},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/pricai/Zhang98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Zhang98,
author = {Nevin Lianwen Zhang},
editor = {Gregory F. Cooper and
Seraf{\'{\i}}n Moral},
title = {Probabilistic Inference in Influence Diagrams},
booktitle = {{UAI} '98: Proceedings of the Fourteenth Conference on Uncertainty
in Artificial Intelligence, University of Wisconsin Business School,
Madison, Wisconsin, USA, July 24-26, 1998},
pages = {514--522},
publisher = {Morgan Kaufmann},
year = {1998},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=286\&\#38;proceeding\_id=14},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/Zhang98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZhangL98,
author = {Nevin Lianwen Zhang and
Stephen S. Lee},
editor = {Gregory F. Cooper and
Seraf{\'{\i}}n Moral},
title = {Planning with Partially Observable Markov Decision Processes: Advances
in Exact Solution Method},
booktitle = {{UAI} '98: Proceedings of the Fourteenth Conference on Uncertainty
in Artificial Intelligence, University of Wisconsin Business School,
Madison, Wisconsin, USA, July 24-26, 1998},
pages = {523--530},
publisher = {Morgan Kaufmann},
year = {1998},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=287\&\#38;proceeding\_id=14},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ZhangL98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/ZhangL97,
author = {Nevin Lianwen Zhang and
Wenju Liu},
title = {A Model Approximation Scheme for Planning in Partially Observable
Stochastic Domains},
journal = {J. Artif. Intell. Res.},
volume = {7},
pages = {199--230},
year = {1997},
url = {https://doi.org/10.1613/jair.419},
doi = {10.1613/JAIR.419},
timestamp = {Mon, 21 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/ZhangL97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/CassandraLZ97,
author = {Anthony R. Cassandra and
Michael L. Littman and
Nevin Lianwen Zhang},
editor = {Dan Geiger and
Prakash P. Shenoy},
title = {Incremental Pruning: {A} Simple, Fast, Exact Method for Partially
Observable Markov Decision Processes},
booktitle = {{UAI} '97: Proceedings of the Thirteenth Conference on Uncertainty
in Artificial Intelligence, Brown University, Providence, Rhode Island,
USA, August 1-3, 1997},
pages = {54--61},
publisher = {Morgan Kaufmann},
year = {1997},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=295\&\#38;proceeding\_id=13},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/CassandraLZ97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZhangL97,
author = {Nevin Lianwen Zhang and
Wenju Liu},
editor = {Dan Geiger and
Prakash P. Shenoy},
title = {Region-Based Approximations for Planning in Stochastic Domains},
booktitle = {{UAI} '97: Proceedings of the Thirteenth Conference on Uncertainty
in Artificial Intelligence, Brown University, Providence, Rhode Island,
USA, August 1-3, 1997},
pages = {472--480},
publisher = {Morgan Kaufmann},
year = {1997},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=343\&\#38;proceeding\_id=13},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ZhangL97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZhangY97,
author = {Nevin Lianwen Zhang and
Li Yan},
editor = {Dan Geiger and
Prakash P. Shenoy},
title = {Independence of Causal Influence and Clique Tree Propagation},
booktitle = {{UAI} '97: Proceedings of the Thirteenth Conference on Uncertainty
in Artificial Intelligence, Brown University, Providence, Rhode Island,
USA, August 1-3, 1997},
pages = {481--488},
publisher = {Morgan Kaufmann},
year = {1997},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=344\&\#38;proceeding\_id=13},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ZhangY97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZhangZ97,
author = {Nevin Lianwen Zhang and
Weihong Zhang},
editor = {Dan Geiger and
Prakash P. Shenoy},
title = {Fast Value Iteration for Goal-Directed Markov Decision Processes},
booktitle = {{UAI} '97: Proceedings of the Thirteenth Conference on Uncertainty
in Artificial Intelligence, Brown University, Providence, Rhode Island,
USA, August 1-3, 1997},
pages = {489--494},
publisher = {Morgan Kaufmann},
year = {1997},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=345\&\#38;proceeding\_id=13},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ZhangZ97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/cs-AI-9711103,
author = {Nevin Lianwen Zhang and
Wenju Liu},
title = {A Model Approximation Scheme for Planning in Partially Observable
Stochastic Domains},
journal = {CoRR},
volume = {cs.AI/9711103},
year = {1997},
url = {https://arxiv.org/abs/cs/9711103},
timestamp = {Fri, 10 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/cs-AI-9711103.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/Zhang96,
author = {Nevin Lianwen Zhang},
title = {Irrelevance and ParameterLearning in Bayesian Networks},
journal = {Artif. Intell.},
volume = {88},
number = {1-2},
pages = {359--373},
year = {1996},
url = {https://doi.org/10.1016/S0004-3702(96)00035-5},
doi = {10.1016/S0004-3702(96)00035-5},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/Zhang96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/ZhangP96,
author = {Nevin Lianwen Zhang and
David L. Poole},
title = {Exploiting Causal Independence in Bayesian Network Inference},
journal = {J. Artif. Intell. Res.},
volume = {5},
pages = {301--328},
year = {1996},
url = {https://doi.org/10.1613/jair.305},
doi = {10.1613/JAIR.305},
timestamp = {Mon, 21 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/ZhangP96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/cs-AI-9612101,
author = {Nevin Lianwen Zhang and
David L. Poole},
title = {Exploiting Causal Independence in Bayesian Network Inference},
journal = {CoRR},
volume = {cs.AI/9612101},
year = {1996},
url = {https://arxiv.org/abs/cs/9612101},
timestamp = {Fri, 10 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/cs-AI-9612101.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Zhang95,
author = {Nevin Lianwen Zhang},
editor = {Philippe Besnard and
Steve Hanks},
title = {Inference with Causal Independence in the {CPSC} Network},
booktitle = {{UAI} '95: Proceedings of the Eleventh Annual Conference on Uncertainty
in Artificial Intelligence, Montreal, Quebec, Canada, August 18-20,
1995},
pages = {582--589},
publisher = {Morgan Kaufmann},
year = {1995},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=479\&\#38;proceeding\_id=11},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/Zhang95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/ZhangQP94,
author = {Nevin Lianwen Zhang and
Runping Qi and
David L. Poole},
title = {A computational theory of decision networks},
journal = {Int. J. Approx. Reason.},
volume = {11},
number = {2},
pages = {83--158},
year = {1994},
url = {https://doi.org/10.1016/0888-613X(94)90026-4},
doi = {10.1016/0888-613X(94)90026-4},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/ZhangQP94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/QiZP94,
author = {Runping Qi and
Nevin Lianwen Zhang and
David L. Poole},
editor = {Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
David Poole},
title = {Solving Asymmetric Decision Problems with Influence Diagrams},
booktitle = {{UAI} '94: Proceedings of the Tenth Annual Conference on Uncertainty
in Artificial Intelligence, Seattle, Washington, USA, July 29-31,
1994},
pages = {491--497},
publisher = {Morgan Kaufmann},
year = {1994},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=541\&\#38;proceeding\_id=10},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/QiZP94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZhangP94,
author = {Nevin Lianwen Zhang and
David L. Poole},
editor = {Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
David Poole},
title = {Intercausal Independence and Heterogeneous Factorization},
booktitle = {{UAI} '94: Proceedings of the Tenth Annual Conference on Uncertainty
in Artificial Intelligence, Seattle, Washington, USA, July 29-31,
1994},
pages = {606--614},
publisher = {Morgan Kaufmann},
year = {1994},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=556\&\#38;proceeding\_id=10},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ZhangP94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZhangQP93,
author = {Nevin Lianwen Zhang and
Runping Qi and
David L. Poole},
editor = {David Heckerman and
E. H. Mamdani},
title = {Incremental computation of the value of perfect information in stepwise-decomposable
influence diagrams},
booktitle = {{UAI} '93: Proceedings of the Ninth Annual Conference on Uncertainty
in Artificial Intelligence, The Catholic University of America, Providence,
Washington, DC, USA, July 9-11, 1993},
pages = {400--410},
publisher = {Morgan Kaufmann},
year = {1993},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=605\&\#38;proceeding\_id=9},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ZhangQP93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kr/ZhangP92,
author = {Nevin Lianwen Zhang and
David L. Poole},
editor = {Bernhard Nebel and
Charles Rich and
William R. Swartout},
title = {Stepwise-Decomposable Influence Diagrams},
booktitle = {Proceedings of the 3rd International Conference on Principles of Knowledge
Representation and Reasoning (KR'92). Cambridge, MA, USA, October
25-29, 1992},
pages = {141--152},
publisher = {Morgan Kaufmann},
year = {1992},
timestamp = {Fri, 22 Jun 2018 07:35:19 +0200},
biburl = {https://dblp.org/rec/conf/kr/ZhangP92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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