Publication Combinatorial Causal Bandits without Graph Skeleton Shi Feng, Nuoya Xiong, Wei Chen Proceedings of the 16th Asian Conference on Machine Learning (ACML) | December 2024
Publication Food Choice Mimicry on a Large University Campus Kristina Gligorić, A. Chiolero, Emre Kiciman, Ryen W. White, Eric Horvitz, R. West PNAS Nexus | December 2024
Publication Efficacy of a conversational chatbot for cigarette smoking cessation: Protocol of the QuitBot full-scale randomized controlled trial Jonathan B Bricker, Brianna M Sullivan, Kristin E Mull, Juan M. Lavista Ferres, Margarita Santiago-Torres Contemporary Clinical Trials | December 2024 Project
Publication Efficient and Optimal Policy Gradient Algorithm for Corrupted Multi-armed Bandits Jiayuan Liu, Siwei Wang, Zhixuan Fang The 24th International Conference on Autonomous Agents and Multi-Agent Systems | December 2024
Publication Query-Efficient Correlation Clustering with Noisy Oracle Yuko Kuroki, Atsushi Miyauchi, Francesco Bonchi, Wei Chen NeurIPS 2024 | December 2024
Publication Compositional Generalization Across Distributional Shifts with Sparse Tree Operations Paul Smolensky, Jianfeng Gao, Roland Fernandez Neural Information Processing Systems | December 2024
Publication ALPINE: Unveiling the Planning Capability of Autoregressive Learning in Language Models Siwei Wang, Yifei Shen, Shi Feng, Haoran Sun, Shang-Hua Teng, Wei Chen NeurIPS 2024 | December 2024
Publication Balance Reward and Safety Optimization for Safe Reinforcement Learning: A Perspective of Gradient Manipulation Shangding Gu, Hong Cheng, Hang Dong, Bo Qiao, Si Qin, Qingwei Lin 林庆维 December 2024
Publication Adam with model exponential moving average is effective for nonconvex optimization Kwangjun Ahn, Ashok Cutkosky NeurIPS 2024 | December 2024
Publication MMLU-CF: A Contamination-free Multi-task Language Understanding Benchmark Qihao Zhao, Yangyu Huang, Tengchao Lv, Lei Cui, Furu Wei, Qinzheng Sun, Ying Xin, Shaoguang Mao, Xin Zhang, Qiufeng Yin, Scarlett Li December 2024 December 2024 Github