Wu, Pei-Yuan

9 publications

ICLRW 2025 CAPM: Fast and Robust Verification on Maxpool-Based CNN via Dual Network Jia-Hau Bai, Chi-Ting Liu, Yu Wang, Fu-Chieh Chang, Pei-Yuan Wu

TMLR 2025 Leveraging Unlabeled Data Sharing Through Kernel Function Approximation in Offline Reinforcement Learning Yen Ru Lai, Fu-Chieh Chang, Pei-Yuan Wu

ICLRW 2025 RL-STaR: Theoretical Analysis of Reinforcement Learning Frameworks for Self-Taught Reasoner Fu-Chieh Chang, Yu-Ting Lee, Hui-Ying Shih, Yi Hsuan Tseng, Pei-Yuan Wu

ICLRW 2025 Unraveling Arithmetic in Large Language Models: The Role of Algebraic Structures Fu-Chieh Chang, You-Chen Lin, Pei-Yuan Wu

ICMLW 2024 ECO: Efficient Computational Optimization for Exact Machine Unlearning in Deep Neural Networks Yu-Ting Huang, Pei-Yuan Wu, Chuan-Ju Wang

NeurIPSW 2024 Thermal and Energy Management with Fan Control Through Offline Meta-Reinforcement Learning Shao-Yu Yen, Yen Ru Lai, Fu-Chieh Chang, Pei-Yuan Wu

AISTATS 2023 Sample Complexity of Kernel-Based Q-Learning Sing-Yuan Yeh, Fu-Chieh Chang, Chang-Wei Yueh, Pei-Yuan Wu, Alberto Bernacchia, Sattar Vakili

NeurIPSW 2022 Gradient Descent: Robustness to Adversarial Corruption Fu-Chieh Chang, Farhang Nabiei, Pei-Yuan Wu, Alexandru Cioba, Sattar Vakili, Alberto Bernacchia

CVPRW 2020 NTIRE 2020 Challenge on NonHomogeneous Dehazing Codruta O. Ancuti, Cosmin Ancuti, Florin-Alexandru Vasluianu, Radu Timofte, Jing Liu, Haiyan Wu, Yuan Xie, Yanyun Qu, Lizhuang Ma, Ziling Huang, Qili Deng, Ju-Chin Chao, Tsung-Shan Yang, Peng-Wen Chen, Po-Min Hsu, Tzu-Yi Liao, Chung-En Sun, Pei-Yuan Wu, Jeonghyeok Do, Jongmin Park, Munchurl Kim, Kareem M. Metwaly, Xuelu Li, Tiantong Guo, Vishal Monga, Mingzhao Yu, Venkateswararao Cherukuri, Shiue-Yuan Chuang, Tsung-Nan Lin, David Lee, Jerome Chang, Zhan-Han Wang, Yu-Bang Chang, Chang-Hong Lin, Yu Dong, Hongyu Zhou, Xiangzhen Kong, Sourya Dipta Das, Saikat Dutta, Xuan Zhao, Bing Ouyang, Dennis Estrada, Meiqi Wang, Tianqi Su, Siyi Chen, Bangyong Sun, Vincent Jacob Whannou de Dravo, Zhe Yu, Pratik Narang, Aryan Mehra, Navaneeth Raghunath, Murari Mandal