Wee Sun Lee

Cited by

	All	Since 2020
Citations	19743	8424
h-index	62	41
i10-index	123	83

1700

850

425

1275

199819992000200120022003200420052006200720082009201020112012201320142015201620172018201920202021202220232024202579 124 132 133 199 223 307 339 411 382 465 539 543 547 624 669 768 788 752 838 1018 1238 1543 1673 1678 1598 1621 302

Public access

View all

30 articles

1 article

available

not available

Based on funding mandates

Co-authors

David HsuProfessor of Computer Science, National University of SingaporeVerified email at comp.nus.edu.sg
Dell ZhangInstitute of Artificial Intelligence (TeleAI), China TelecomVerified email at ieee.org
Peter BartlettProfessor, EECS and Statistics, UC BerkeleyVerified email at cs.berkeley.edu
Nan YeLecturer, University of QueenslandVerified email at uq.edu.au
Bing LiuDistinguished Professor, University of Illinois at ChicagoVerified email at uic.edu
Hai Leong ChieuDistinguished Member of Technical Staff, DSO National Laboratories, SingaporeVerified email at dso.org.sg
Hwee Tou NgProvost's Chair Professor of Computer Science, National University of SingaporeVerified email at comp.nus.edu.sg
Peter KarkusResearch Scientist, NVIDIA ResearchVerified email at nvidia.com
Haoyu BaiNational University of SingaporeVerified email at comp.nus.edu.sg
Philip S. YuProfessor of Computer Science, University of Illinons at ChicagoVerified email at cs.uic.edu
Zhen ZhangThe University of AdelaideVerified email at adelaide.edu.au
Yuanfu LuoNational University of SingaporeVerified email at comp.nus.edu.sg
Hanna KurniawatiAustralian National UniversityVerified email at anu.edu.au
Xiaoli Li (李晓黎)IEEE Fellow, Dept Head, Institute for Infocomm Research, A*STAR; Adjunct Professor NTUVerified email at i2r.a-star.edu.sg
Daniel DahlmeierSAP SEVerified email at sap.com
Ruidan HeAlibaba DAMO AcademyVerified email at alibaba-inc.com
Robert C. WilliamsonUniversity of TübingenVerified email at uni-tuebingen.de
Yanfei DongNational University of SingaporeVerified email at u.nus.edu
Xiao MaResearch Scientist, TikTokVerified email at bytedance.com
Panpan CAIAssociate Professor, Shanghai Jiao Tong UniversityVerified email at sjtu.edu.cn

Wee Sun Lee

Professor, Department of Computer Science, National University of Singapore

Verified email at comp.nus.edu.sg - Homepage

Machine Learning Planning Under Uncertainty Approximate Inference


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Boosting the margin: A new explanation for the effectiveness of voting methods RE Schapire, Y Freund, P Bartlett, WS Lee The annals of statistics 26 (5), 1651-1686, 1998	3985*	1998
SARSOP: Efficient point-based POMDP planning by approximating optimally reachable belief spaces H Kurniawati, D Hsu, WS Lee Proc. Robotics: Science and Systems, 2008	1241	2008
Building text classifiers using positive and unlabeled examples B Liu, Y Dai, X Li, WS Lee, PS Yu Data Mining, 2003. ICDM 2003. Third IEEE International Conference on, 179-186, 2003	996	2003
Partially supervised classification of text documents B Liu, WS Lee, PS Yu, X Li MACHINE LEARNING-INTERNATIONAL WORKSHOP THEN CONFERENCE-, 387-394, 2002	839	2002
Question classification using support vector machines D Zhang, WS Lee Proceedings of the 26th annual international ACM SIGIR conference on …, 2003	832	2003
DESPOT: Online POMDP planning with regularization A Somani, N Ye, D Hsu, WS Lee Advances in neural information processing systems, 1772-1780, 2013	815	2013
An unsupervised neural attention model for aspect extraction R He, WS Lee, HT Ng, D Dahlmeier Proceedings of the 55th Annual Meeting of the Association for Computational …, 2017	539	2017
Learning with positive and unlabeled examples using weighted logistic regression WS Lee, B Liu MACHINE LEARNING-INTERNATIONAL WORKSHOP THEN CONFERENCE- 20 (1), 448, 2003	529	2003
Intention-aware online POMDP planning for autonomous driving in a crowd H Bai, S Cai, N Ye, D Hsu, WS Lee 2015 ieee international conference on robotics and automation (icra), 454-460, 2015	429	2015
Convolutional sequence to sequence model for human dynamics C Li, Z Zhang, WS Lee, GH Lee Proceedings of the IEEE conference on computer vision and pattern …, 2018	397	2018
Planning under uncertainty for robotic tasks with mixed observability SCW Ong, SW Png, D Hsu, WS Lee The International Journal of Robotics Research 29 (8), 1053, 2010	356	2010
An interactive multi-task learning network for end-to-end aspect-based sentiment analysis R He, WS Lee, HT Ng, D Dahlmeier ACL 2019, 2019	335	2019
Effective Attention Modeling for Aspect-Level Sentiment Classification R He, WS Lee, HT Ng, D Dahlmeier 27th International Conference on Computational Linguistics, 1121-1131, 2018	326*	2018
Intention-aware motion planning T Bandyopadhyay, KS Won, E Frazzoli, D Hsu, WS Lee, D Rus Algorithmic Foundations of Robotics X: Proceedings of the Tenth Workshop on …, 2013	286	2013
Text classification by labeling words B Liu, X Li, WS Lee, PS Yu Aaai 4, 425-430, 2004	281	2004
Exploiting document knowledge for aspect-level sentiment classification R He, WS Lee, HT Ng, D Dahlmeier arXiv preprint arXiv:1806.04346, 2018	236	2018
Large language models as commonsense knowledge for large-scale task planning Z Zhao, WS Lee, D Hsu Advances in Neural Information Processing Systems 36, 2023	221	2023
Porca: Modeling and planning for autonomous driving among many pedestrians Y Luo, P Cai, A Bera, D Hsu, WS Lee, D Manocha IEEE Robotics and Automation Letters 3 (4), 3418-3425, 2018	221	2018
Efficient agnostic learning of neural networks with bounded fan-in WS Lee, PL Bartlett, RC Williamson Information Theory, IEEE Transactions on 42 (6), 2118-2132, 1996	213	1996
QMDP-Net: Deep Learning for Planning under Partial Observability P Karkus, D Hsu, WS Lee Advances in Neural Information Processing Systems, 2017	211	2017

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors