Chung-Wei Lee

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 41

Top Topics

Stochastic Games

Top Venues

Publications

Yang Cai, Gabriele Farina, Julien Grand-Clément, Christian Kroer, Chung-Wei Lee, Haipeng Luo, Weiqiang Zheng
Fast Last-Iterate Convergence of Learning in Games Requires Forgetful Algorithms. CoRR (2024)
Gabriele Farina, Julien Grand-Clément, Christian Kroer, Chung-Wei Lee, Haipeng Luo
Regret Matching+: (In)Stability and Fast Convergence in Games. CoRR (2023)
Gabriele Farina, Julien Grand-Clément, Christian Kroer, Chung-Wei Lee, Haipeng Luo
Regret Matching+: (In)Stability and Fast Convergence in Games. NeurIPS (2023)
Chung-Wei Lee, Qinghua Liu, Yasin Abbasi-Yadkori, Chi Jin, Tor Lattimore, Csaba Szepesvári
Context-lumpable stochastic bandits. CoRR (2023)
Yang Cai, Gabriele Farina, Julien Grand-Clément, Christian Kroer, Chung-Wei Lee, Haipeng Luo, Weiqiang Zheng
Last-Iterate Convergence Properties of Regret-Matching Algorithms in Games. CoRR (2023)
Chung-Wei Lee, Pavlos Anastasios Apostolopulos, Igor L. Markov
Practical Knowledge Distillation: Using DNNs to Beat DNNs. CoRR (2023)
Chung-Wei Lee, Qinghua Liu, Yasin Abbasi-Yadkori, Chi Jin, Tor Lattimore, Csaba Szepesvári
Context-lumpable stochastic bandits. NeurIPS (2023)
Gabriele Farina, Ioannis Anagnostides, Haipeng Luo, Chung-Wei Lee, Christian Kroer, Tuomas Sandholm
Near-Optimal No-Regret Learning Dynamics for General Convex Games. NeurIPS (2022)
Ioannis Anagnostides, Gabriele Farina, Christian Kroer, Chung-Wei Lee, Haipeng Luo, Tuomas Sandholm
Uncoupled Learning Dynamics with O(log T) Swap Regret in Multiplayer Games. CoRR (2022)
Gabriele Farina, Christian Kroer, Chung-Wei Lee, Haipeng Luo
Clairvoyant Regret Minimization: Equivalence with Nemirovski's Conceptual Prox Method and Extension to General Convex Games. CoRR (2022)
Gabriele Farina, Chung-Wei Lee, Haipeng Luo, Christian Kroer
Kernelized Multiplicative Weights for 0/1-Polyhedral Games: Bridging the Gap Between Learning in Extensive-Form and Normal-Form Games. ICML (2022)
Ioannis Anagnostides, Gabriele Farina, Christian Kroer, Chung-Wei Lee, Haipeng Luo, Tuomas Sandholm
Swap Regret in Multiplayer Games. NeurIPS (2022)
Gabriele Farina, Ioannis Anagnostides, Haipeng Luo, Chung-Wei Lee, Christian Kroer, Tuomas Sandholm
Near-Optimal No-Regret Learning for General Convex Games. CoRR (2022)
Gabriele Farina, Chung-Wei Lee, Haipeng Luo, Christian Kroer
Kernelized Multiplicative Weights for 0/1-Polyhedral Games: Bridging the Gap Between Learning in Extensive-Form and Normal-Form Games. CoRR (2022)
Haipeng Luo, Chen-Yu Wei, Chung-Wei Lee
Policy Optimization in Adversarial MDPs: Improved Exploration via Dilated Bonuses. NeurIPS (2021)
Chung-Wei Lee, Haipeng Luo, Chen-Yu Wei, Mengxiao Zhang, Xiaojin Zhang
Achieving Near Instance-Optimality and Minimax-Optimality in Stochastic and Adversarial Linear Bandits Simultaneously. ICML (2021)
Haipeng Luo, Chen-Yu Wei, Chung-Wei Lee
Policy Optimization in Adversarial MDPs: Improved Exploration via Dilated Bonuses. CoRR (2021)
Chung-Wei Lee, Christian Kroer, Haipeng Luo
Last-iterate Convergence in Extensive-Form Games. CoRR (2021)
Chen-Yu Wei, Chung-Wei Lee, Mengxiao Zhang, Haipeng Luo
Last-iterate Convergence of Decentralized Optimistic Gradient Descent/Ascent in Infinite-horizon Competitive Markov Games. CoRR (2021)
Chen-Yu Wei, Chung-Wei Lee, Mengxiao Zhang, Haipeng Luo
Linear Last-iterate Convergence in Constrained Saddle-point Optimization. ICLR (2021)
Chung-Wei Lee, Haipeng Luo, Chen-Yu Wei, Mengxiao Zhang, Xiaojin Zhang
Achieving Near Instance-Optimality and Minimax-Optimality in Stochastic and Adversarial Linear Bandits Simultaneously. CoRR (2021)
Chung-Wei Lee, Christian Kroer, Haipeng Luo
Last-iterate Convergence in Extensive-Form Games. NeurIPS (2021)
Chen-Yu Wei, Chung-Wei Lee, Mengxiao Zhang, Haipeng Luo
Last-iterate Convergence of Decentralized Optimistic Gradient Descent/Ascent in Infinite-horizon Competitive Markov Games. COLT (2021)
Chung-Wei Lee, Haipeng Luo, Mengxiao Zhang
A Closer Look at Small-loss Bounds for Bandits with Graph Feedback. CoRR (2020)
Chung-Wei Lee, Haipeng Luo, Mengxiao Zhang
A Closer Look at Small-loss Bounds for Bandits with Graph Feedback. COLT (2020)
Chung-Wei Lee, Haipeng Luo, Chen-Yu Wei, Mengxiao Zhang
Bias no more: high-probability data-dependent regret bounds for adversarial bandits and MDPs. CoRR (2020)
Chung-Wei Lee, Haipeng Luo, Chen-Yu Wei, Mengxiao Zhang
Bias no more: high-probability data-dependent regret bounds for adversarial bandits and MDPs. NeurIPS (2020)
Adam Huang, Wen-Hsiang Cheng, Chung-Wei Lee, Chung-Yi Yang, Hon-Man Liu
. EMBC (2020)
Chung-Wei Lee, Haipeng Luo, Chen-Yu Wei, Mengxiao Zhang
Linear Last-iterate Convergence for Matrix Games and Stochastic Games. CoRR (2020)
Adam Huang, Chung-Wei Lee, Chung-Yi Yang, Hon-Man Liu
Volume Visualization for Improving CT Lung Nodule Detection. EMBC (2019)
Peter Auer, Yifang Chen, Pratik Gajane, Chung-Wei Lee, Haipeng Luo, Ronald Ortner, Chen-Yu Wei
Achieving Optimal Dynamic Regret for Non-stationary Bandits without Prior Information. COLT (2019)
Yifang Chen, Chung-Wei Lee, Haipeng Luo, Chen-Yu Wei
A New Algorithm for Non-stationary Contextual Bandits: Efficient, Optimal and Parameter-free. COLT (2019)
Adam Huang, Chung-Wei Lee, Hon-Man Liu
Curve Fitting Criteria to Determine Arterial Input Function for MR Perfusion Analysis. ISBI (2019)
Yifang Chen, Chung-Wei Lee, Haipeng Luo, Chen-Yu Wei
A New Algorithm for Non-stationary Contextual Bandits: Efficient, Optimal, and Parameter-free. CoRR (2019)
Chung-Wei Lee, Shih-Hsuan Huang, Ming-Jer Tsai
Behavioral Intentions Maximization for Multiple Products and Rumors in Online Social Networks. GLOBECOM (2018)
Chung-Wei Lee, Wei Fang, Chih-Kuan Yeh, Yu-Chiang Frank Wang
Multi-Label Zero-Shot Learning With Structured Knowledge Graphs. CVPR (2018)
Chung-Wei Lee, Wei Fang, Chih-Kuan Yeh, Yu-Chiang Frank Wang
Multi-Label Zero-Shot Learning with Structured Knowledge Graphs. CoRR (2017)
Yao-Jen Tang, Chung-Wei Lee, Meng-Han Lin, Bing-Hong Liu, Ming-Jer Tsai
Energy consumption reduction methods of geographic routing protocols with out-of-date location information in mobile ad hoc networks. ICC (2017)
Chung-Wei Lee, Yao-Jen Tang, Jian-Jhih Kuo, Ju-Yi Cheng, Ming-Jer Tsai
The Algorithm of Seed Selection for Maximizing the Behavioral Intentions in Mobile Social Networks. GLOBECOM (2017)
Adam Huang, Min-Yin Liu, Chung-Wei Lee, Hon-Man Liu
Smooth bandpass empirical mode decomposition with rolling ball sifting for extracting carotid bruits and heart sounds. EMBC (2017)
Ping Guo, Chung-Wei Lee
A Performance Prediction and Analysis Integrated Framework for SpMV on GPUs. ICCS (2016)
Jau-Hsiung Huang, Chun-Chuan Yang, Wei-Hsin Tseng, Chung-Wei Lee, Biau-Jwo Tsaur, Lien-Kun Chuang, Wen-Jen Liu
Design and implementation of multimedia conference system on broadcast networks. LCN (1993)