Chen, Guanyu

9 publications

TMLR 2026 Reconciling In-Context and In-Weight Learning via Dual Representation Space Encoding Guanyu Chen, Ruichen Wang, Tianren Zhang, Feng Chen

ICLR 2026 TrajTok: What Makes for a Good Trajectory Tokenizer in Behavior Generation? Zhiyuan Zhang, Xiaosong Jia, Guanyu Chen, Qifeng Li, Zuxuan Wu, Yu-Gang Jiang, Junchi Yan

ICCV 2025 OURO: A Self-Bootstrapped Framework for Enhancing Multimodal Scene Understanding Tianrun Xu, Guanyu Chen, Ye Li, Yuxin Xi, Zeyu Mu, Ruichen Wang, Tianren Zhang, Haichuan Gao, Feng Chen

NeurIPS 2025 Uncertainty-Informed Meta Pseudo Labeling for Surrogate Modeling with Limited Labeled Data Xingyu Ren, Pengwei Liu, Pengkai Wang, Guanyu Chen, Qinxin Wu, Dong Ni

ICML 2025 When Do Neural Networks Learn World Models? Tianren Zhang, Guanyu Chen, Feng Chen

ICLRW 2025 When Do Neural Networks Learn World Models? Tianren Zhang, Guanyu Chen, Feng Chen

ICML 2024 Feature Contamination: Neural Networks Learn Uncorrelated Features and Fail to Generalize Tianren Zhang, Chujie Zhao, Guanyu Chen, Yizhou Jiang, Feng Chen

TMLR 2024 M$^3$PL: Identifying and Exploiting View Bias of Prompt Learning Chujie Zhao, Tianren Zhang, Guanyu Chen, Yizhou Jiang, Feng Chen

ICCVW 2019 Instance-Based Video Search via Multi-Task Retrieval and Re-Ranking Zhicheng Zhao, Guanyu Chen, Chong Chen, Xinyu Li, Xuanlu Xiang, Yanyun Zhao, Fei Su