Fast Last-Iterate Convergence of Learning in Games Requires Forgetful Algorithms - Yang Cai; Gabriele Farina; Julien Grand-Clément; Christian Kroer; Chung-Wei Lee; Haipeng Luo; Weiqiang Zheng (CoRR, 2024)

Regret Matching+: (In)Stability and Fast Convergence in Games - Gabriele Farina; Julien Grand-Clément; Christian Kroer; Chung-Wei Lee; Haipeng Luo (Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023, 2023)

Context-lumpable stochastic bandits - Chung-Wei Lee; Qinghua Liu; Yasin Abbasi-Yadkori; Chi Jin; Tor Lattimore; Csaba Szepesvári (Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023, 2023)

Practical Knowledge Distillation: Using DNNs to Beat DNNs - Chung-Wei Lee; Pavlos Athanasios Apostolopulos; Igor L. Markov (CoRR, 2023)

Regret Matching+: (In)Stability and Fast Convergence in Games - Gabriele Farina; Julien Grand-Clément; Christian Kroer; Chung-Wei Lee; Haipeng Luo (CoRR, 2023)

Context-lumpable stochastic bandits - Chung-Wei Lee; Qinghua Liu; Yasin Abbasi-Yadkori; Chi Jin; Tor Lattimore; Csaba Szepesvári (CoRR, 2023)

Last-Iterate Convergence Properties of Regret-Matching Algorithms in Games - Yang Cai; Gabriele Farina; Julien Grand-Clément; Christian Kroer; Chung-Wei Lee; Haipeng Luo; Weiqiang Zheng (CoRR, 2023)

Kernelized Multiplicative Weights for 0/1-Polyhedral Games: Bridging the Gap Between Learning in Extensive-Form and Normal-Form Games - Gabriele Farina; Chung-Wei Lee; Haipeng Luo; Christian Kroer (International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA, 2022)

Uncoupled Learning Dynamics with O(log T) Swap Regret in Multiplayer Games - Ioannis Anagnostides; Gabriele Farina; Christian Kroer; Chung-Wei Lee; Haipeng Luo; Tuomas Sandholm (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, 2022)

Near-Optimal No-Regret Learning Dynamics for General Convex Games - Gabriele Farina; Ioannis Anagnostides; Haipeng Luo; Chung-Wei Lee; Christian Kroer; Tuomas Sandholm (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, 2022)

Kernelized Multiplicative Weights for 0/1-Polyhedral Games: Bridging the Gap Between Learning in Extensive-Form and Normal-Form Games - Gabriele Farina; Chung-Wei Lee; Haipeng Luo; Christian Kroer (CoRR, 2022)

Uncoupled Learning Dynamics with O(log T) Swap Regret in Multiplayer Games - Ioannis Anagnostides; Gabriele Farina; Christian Kroer; Chung-Wei Lee; Haipeng Luo; Tuomas Sandholm (CoRR, 2022)

Near-Optimal No-Regret Learning for General Convex Games - Gabriele Farina; Ioannis Anagnostides; Haipeng Luo; Chung-Wei Lee; Christian Kroer; Tuomas Sandholm (CoRR, 2022)

Clairvoyant Regret Minimization: Equivalence with Nemirovski's Conceptual Prox Method and Extension to General Convex Games - Gabriele Farina; Christian Kroer; Chung-Wei Lee; Haipeng Luo (CoRR, 2022)

Last-iterate Convergence of Decentralized Optimistic Gradient Descent/Ascent in Infinite-horizon Competitive Markov Games - Chen-Yu Wei; Chung-Wei Lee; Mengxiao Zhang; Haipeng Luo (Conference on Learning Theory, COLT 2021, 15-19 August 2021, Boulder, Colorado, USA, 2021)

Linear Last-iterate Convergence in Constrained Saddle-point Optimization - Chen-Yu Wei; Chung-Wei Lee; Mengxiao Zhang; Haipeng Luo (9th International Conference on Learning Representations, ICLR 2021, Virtual Event, Austria, May 3-7, 2021, 2021)

Achieving Near Instance-Optimality and Minimax-Optimality in Stochastic and Adversarial Linear Bandits Simultaneously - Chung-Wei Lee; Haipeng Luo; Chen-Yu Wei; Mengxiao Zhang; Xiaojin Zhang (Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event, 2021)

Last-iterate Convergence in Extensive-Form Games - Chung-Wei Lee; Christian Kroer; Haipeng Luo (Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual, 2021)

Policy Optimization in Adversarial MDPs: Improved Exploration via Dilated Bonuses - Haipeng Luo; Chen-Yu Wei; Chung-Wei Lee (Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual, 2021)

Last-iterate Convergence of Decentralized Optimistic Gradient Descent/Ascent in Infinite-horizon Competitive Markov Games - Chen-Yu Wei; Chung-Wei Lee; Mengxiao Zhang; Haipeng Luo (CoRR, 2021)

Achieving Near Instance-Optimality and Minimax-Optimality in Stochastic and Adversarial Linear Bandits Simultaneously - Chung-Wei Lee; Haipeng Luo; Chen-Yu Wei; Mengxiao Zhang; Xiaojin Zhang (CoRR, 2021)

Last-iterate Convergence in Extensive-Form Games - Chung-Wei Lee; Christian Kroer; Haipeng Luo (CoRR, 2021)

Policy Optimization in Adversarial MDPs: Improved Exploration via Dilated Bonuses - Haipeng Luo; Chen-Yu Wei; Chung-Wei Lee (CoRR, 2021)

A Closer Look at Small-loss Bounds for Bandits with Graph Feedback - Chung-Wei Lee; Haipeng Luo; Mengxiao Zhang (Conference on Learning Theory, COLT 2020, 9-12 July 2020, Virtual Event [Graz, Austria], 2020)

Multiphase Computed Tomographic Angiography with Bone Subtraction Using 3D Multichannel Convolution Neural Networks\(^*\) - Adam Huang; Wen-Hsiang Cheng; Chung-Wei Lee; Chung-Yi Yang; Hon-Man Liu (42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, EMBC 2020, Montreal, QC, Canada, July 20-24, 2020, 2020)

Bias no more: high-probability data-dependent regret bounds for adversarial bandits and MDPs - Chung-Wei Lee; Haipeng Luo; Chen-Yu Wei; Mengxiao Zhang (Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual, 2020)

A Closer Look at Small-loss Bounds for Bandits with Graph Feedback - Chung-Wei Lee; Haipeng Luo; Mengxiao Zhang (CoRR, 2020)

Bias no more: high-probability data-dependent regret bounds for adversarial bandits and MDPs - Chung-Wei Lee; Haipeng Luo; Chen-Yu Wei; Mengxiao Zhang (CoRR, 2020)

Linear Last-iterate Convergence for Matrix Games and Stochastic Games - Chung-Wei Lee; Haipeng Luo; Chen-Yu Wei; Mengxiao Zhang (CoRR, 2020)

Achieving Optimal Dynamic Regret for Non-stationary Bandits without Prior Information - Peter Auer; Yifang Chen; Pratik Gajane; Chung-Wei Lee; Haipeng Luo; Ronald Ortner; Chen-Yu Wei (Conference on Learning Theory, COLT 2019, 25-28 June 2019, Phoenix, AZ, USA, 2019)

A New Algorithm for Non-stationary Contextual Bandits: Efficient, Optimal and Parameter-free - Yifang Chen; Chung-Wei Lee; Haipeng Luo; Chen-Yu Wei (Conference on Learning Theory, COLT 2019, 25-28 June 2019, Phoenix, AZ, USA, 2019)

Volume Visualization for Improving CT Lung Nodule Detection - Adam Huang; Chung-Wei Lee; Chung-Yi Yang; Hon-Man Liu (41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019, Berlin, Germany, July 23-27, 2019, 2019)

Curve Fitting Criteria to Determine Arterial Input Function for MR Perfusion Analysis - Adam Huang; Chung-Wei Lee; Hon-Man Liu (16th IEEE International Symposium on Biomedical Imaging, ISBI 2019, Venice, Italy, April 8-11, 2019, 2019)

A New Algorithm for Non-stationary Contextual Bandits: Efficient, Optimal, and Parameter-free - Yifang Chen; Chung-Wei Lee; Haipeng Luo; Chen-Yu Wei (CoRR, 2019)

Multi-Label Zero-Shot Learning With Structured Knowledge Graphs - Chung-Wei Lee; Wei Fang; Chih-Kuan Yeh; Yu-Chiang Frank Wang (2018 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2018, Salt Lake City, UT, USA, June 18-22, 2018, 2018)

Behavioral Intentions Maximization for Multiple Products and Rumors in Online Social Networks - Chung-Wei Lee; Shih-Hsuan Huang; Ming-Jer Tsai (IEEE Global Communications Conference, GLOBECOM 2018, Abu Dhabi, United Arab Emirates, December 9-13, 2018, 2018)

Smooth bandpass empirical mode decomposition with rolling ball sifting for extracting carotid bruits and heart sounds - Adam Huang; Min-Yin Liu; Chung-Wei Lee; Hon-Man Liu (2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Jeju Island, South Korea, July 11-15, 2017, 2017)

The Algorithm of Seed Selection for Maximizing the Behavioral Intentions in Mobile Social Networks - Chung-Wei Lee; Yao-Jen Tang; Jian-Jhih Kuo; Ju-Yi Cheng; Ming-Jer Tsai (2017 IEEE Global Communications Conference, GLOBECOM 2017, Singapore, December 4-8, 2017, 2017)

Energy consumption reduction methods of geographic routing protocols with out-of-date location information in mobile ad hoc networks - Yao-Jen Tang; Chung-Wei Lee; Meng-Han Lin; Bing-Hong Liu; Ming-Jer Tsai (IEEE International Conference on Communications, ICC 2017, Paris, France, May 21-25, 2017, 2017)

Multi-Label Zero-Shot Learning with Structured Knowledge Graphs - Chung-Wei Lee; Wei Fang; Chih-Kuan Yeh; Yu-Chiang Frank Wang (CoRR, 2017)

A Performance Prediction and Analysis Integrated Framework for SpMV on GPUs - Ping Guo; Chung-Wei Lee (International Conference on Computational Science 2016, ICCS 2016, 6-8 June 2016, San Diego, California, USA, 2016)

A Group-Discrimination-Based Access Point Selection for WLAN Fingerprinting Localization - Tsungnan Lin; Shih-Hau Fang; Wei-Han Tseng; Chung-wei Lee; Jeng-Wei Hsieh (IEEE Trans. Veh. Technol., 2014)

A novel clustering-based approach of indoor location fingerprinting - Chung-wei Lee; Tsung-Nan Lin; Shih-Hau Fang; Yen-Chih Chou (24th IEEE Annual International Symposium on Personal, Indoor, and Mobile Radio Communications, PIMRC 2013, London, United Kingdom, September 8-11, 2013, 2013)

Mobile Multimedia Streaming Using Secure Multipath in Wireless Ad Hoc Networks - Lei Chen; Chung-wei Lee (Int. J. Handheld Comput. Res., 2010)

On Concise 3-D Simple Point Characterizations: A Marching Cubes Paradigm - Adam Huang; Hon-Man Liu; Chung-wei Lee; Chung-Yi Yang; Yuk-Ming Tsang (IEEE Trans. Medical Imaging, 2009)

Wireless Transmission Energy Analysis for Interference-Aware and Confidentiality-Enhanced Multipath Routing - Chung-wei Lee (Proceedings of The Eighth IEEE International Symposium on Networking Computing and Applications, NCA 2009, July 9-11, 2009, Cambridge, Massachusetts, USA, 2009)

The Effects of Mobility and Redundancy on Wireless Video Streaming over MANETs - Lei Chen; Chung-wei Lee (22nd International Conference on Advanced Information Networking and Applications, AINA 2008, Workshops Proceedings, GinoWan, Okinawa, Japan, March 25-28, 2008, 2008)

Supporting Multimedia Communication within an 802.11g Ad-hoc Network - Chung-wei Lee; Jonathan C. L. Liu; Kun Chen; Yu-Chee Tseng; Sheng-Po Kuo (Future Generation Communication and Networking, FGCN 2007, Ramada Plaza Jeju, Jeju-Island, Korea, December 6-8, 2007, Proceedings, 2007)

Gene intrusion on a society of Hill-Climbers - Lei Chen; Chung-wei Lee; Wen-Chen Hu (Proceedings of the 44st Annual Southeast Regional Conference, 2006, Melbourne, Florida, USA, March 10-12, 2006, 2006)

Density-based multipath secure communication over mobile ad hoc networks - Lei Chen; Chung-wei Lee; Jyh-haw Yeh (Proceedings of the 44st Annual Southeast Regional Conference, 2006, Melbourne, Florida, USA, March 10-12, 2006, 2006)

Design and simulation of a supplemental protocol for BGP - Jyh-haw Yeh; Wei Zhang; Wen-Chen Hu; Chung-wei Lee (Comput. Networks, 2005)

Enhancing aggregate QoS for video streaming - Chung-wei Lee; Randy Chow; Jonathan C. L. Liu (Comput. Commun., 2005)

Multi-level secure video streaming over SRTP - Lei Chen; Chung-wei Lee (Proceedings of the 43nd Annual Southeast Regional Conference, 2005, Kennesaw, Georgia, Alabama, USA, March 18-20, 2005, Volume 2, 2005)

Neighbor stability routing in MANETs - Lei Chen; Chung-wei Lee (IEEE Wireless Communications and Networking Conference, WCNC 2005, March 13-17, 2005, New Orleans, Louisiana, USA, 2005)

Mobile Commerce Technology - Chung-wei Lee; Wen-Chen Hu; Jyh-haw Yeh (Encyclopedia of Information Science and Technology (5 Volumes), 2005)

World Wide Web Search Technologies - Wen-Chen Hu; Hung-Jen Yang; Jyh-haw Yeh; Chung-wei Lee (Encyclopedia of Information Science and Technology (5 Volumes), 2005)

Trust based adaptive on demand ad hoc routing protocol - Rajiv K. Nekkanti; Chung-wei Lee (Proceedings of the 42nd Annual Southeast Regional Conference, 2004, Huntsville, Alabama, USA, April 2-3, 2004, 2004)

Protecting Internet Public Information Integrity During Transmission - Jyh-haw Yeh; Chung-wei Lee; Wen-Chen Hu (Proceedings of the International Conference on Internet Computing, IC '03, Las Vegas, Nevada, USA, June 23-26, 2003, Volume 1, 2003)

A System Model for Mobile Commerce - Chung-wei Lee; Wen-Chen Hu; Jyh-haw Yeh (23rd International Conference on Distributed Computing Systems Workshops (ICDCS 2003 Workshops), 19-22 May 2003, Providence, RI, USA, 2003)

Traffic Dispersion Strategies for Multimedia Streaming - Randy Chow; Chung-wei Lee; Jonathan C. L. Liu (8th IEEE Workshop on Future Trends of Distributed Computer Systems (FTDCS 2001), 31 October, 2 November 2001, Bologna, Italy, Proceedings, 2001)

Altruistic QoS Routing with Multimedia Dispersion - Chung-wei Lee; Jonathan C. L. Liu; Randy Chow; Richard E. Newman (Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, ICME 2001, August 22-25, 2001, Tokyo, Japan, 2001)

Design and implementation of multimedia conference system on broadcast networks - Jau-Hsiung Huang; Chun-Chuan Yang; Wei-Hsin Tseng; Chung-Wei Lee; Biau-Jwo Tsaur; Lien-Kun Chuang; Wen-Jen Liu (18th Conference on Local Computer Networks, September 19-22, 1993, Minneapolis, Minnesota, USA, Proceedings, 1993)