Chen, Fan

18 publications

CVPRW 2025 Beyond Raw Videos: Understanding Edited Videos with Large Multimodal Model Lu Xu, Sijie Zhu, Chunyuan Li, Chia-Wen Kuo, Fan Chen, Xinyao Wang, Guang Chen, Dawei Du, Ye Yuan, Longyin Wen

ICCV 2025 D-Attn: Decomposed Attention for Large Vision-and-Language Model Chia-Wen Kuo, Sijie Zhu, Fan Chen, Xiaohui Shen, Longyin Wen

COLT 2025 Decision Making in Changing Environments: Robustness, Query-Based Learning, and Differential Privacy Fan Chen, Alexander Rakhlin

ICLR 2025 Multi-Reward as Condition for Instruction-Based Image Editing Xin Gu, Ming Li, Libo Zhang, Fan Chen, Longyin Wen, Tiejian Luo, Sijie Zhu

NeurIPS 2025 Outcome-Based Online Reinforcement Learning: Algorithms and Fundamental Limits Fan Chen, Zeyu Jia, Alexander Rakhlin, Tengyang Xie

ICCV 2025 SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Ming Li, Xin Gu, Fan Chen, Xiaoying Xing, Longyin Wen, Chen Chen, Sijie Zhu

NeurIPS 2025 Trajectory Bellman Residual Minimization: A Simple Value-Based Method for LLM Reasoning Yurun Yuan, Fan Chen, Zeyu Jia, Alexander Rakhlin, Tengyang Xie

NeurIPS 2024 Assouad, Fano, and Le Cam with Interaction: A Unifying Lower Bound Framework and Characterization for Bandit Learnability Fan Chen, Dylan J. Foster, Yanjun Han, Jian Qian, Alexander Rakhlin, Yunbei Xu

NeurIPS 2024 CuMo: Scaling Multimodal LLM with Co-Upcycled Mixture-of-Experts Jiachen Li, Xinyao Wang, Sijie Zhu, Chia-Wen Kuo, Lu Xu, Fan Chen, Jitesh Jain, Humphrey Shi, Longyin Wen

ICLR 2024 LLMCarbon: Modeling the End-to-End Carbon Footprint of Large Language Models Ahmad Faiz, Sotaro Kaneda, Ruhan Wang, Rita Chukwunyere Osi, Prateek Sharma, Fan Chen, Lei Jiang

COLT 2024 Near-Optimal Learning and Planning in Separated Latent MDPs Fan Chen, Constantinos Daskalakis, Noah Golowich, Alexander Rakhlin

ICCV 2023 ENVIDR: Implicit Differentiable Renderer with Neural Environment Lighting Ruofan Liang, Huiting Chen, Chunlin Li, Fan Chen, Selvakumar Panneer, Nandita Vijaykumar

JMLR 2023 Entropic Fictitious Play for Mean Field Optimization Problem Fan Chen, Zhenjie Ren, Songbo Wang

ICML 2023 Lower Bounds for Learning in Revealing POMDPs Fan Chen, Huan Wang, Caiming Xiong, Song Mei, Yu Bai

ICLR 2023 Partially Observable RL with B-Stability: Unified Structural Condition and Sharp Sample-Efficient Algorithms Fan Chen, Yu Bai, Song Mei

NeurIPS 2023 Transformers as Statisticians: Provable In-Context Learning with In-Context Algorithm Selection Yu Bai, Fan Chen, Huan Wang, Caiming Xiong, Song Mei

ICMLW 2023 Transformers as Statisticians: Provable In-Context Learning with In-Context Algorithm Selection Yu Bai, Fan Chen, Huan Wang, Caiming Xiong, Song Mei

NeurIPS 2022 A Near-Optimal Primal-Dual Method for Off-Policy Learning in CMDP Fan Chen, Junyu Zhang, Zaiwen Wen