Hua, Tianyu

7 publications

NeurIPS 2025 From Replication to Redesign: Exploring Pairwise Comparisons for LLM-Based Peer Review Yaohui Zhang, Haijing Zhang, Wenlong Ji, Tianyu Hua, Nick Haber, Hancheng Cao, Weixin Liang

NeurIPS 2025 ResearchCodeBench: Benchmarking LLMs on Implementing Novel Machine Learning Research Code Tianyu Hua, Harper Hua, Violet Xiang, Benjamin Klieger, Sang T. Truong, Weixin Liang, Fan-Yun Sun, Nick Haber

CoRL 2024 FlowRetrieval: Flow-Guided Data Retrieval for Few-Shot Imitation Learning Li-Heng Lin, Yuchen Cui, Amber Xie, Tianyu Hua, Dorsa Sadigh

ICLR 2023 Self-Supervision Through Random Segments with Autoregressive Coding (RandSAC) Tianyu Hua, Yonglong Tian, Sucheng Ren, Michalis Raptis, Hang Zhao, Leonid Sigal

CVPR 2022 Co-Advise: Cross Inductive Bias Distillation Sucheng Ren, Zhengqi Gao, Tianyu Hua, Zihui Xue, Yonglong Tian, Shengfeng He, Hang Zhao

AAAI 2021 Exploiting Relationship for Complex-Scene Image Generation Tianyu Hua, Hongdong Zheng, Yalong Bai, Wei Zhang, Xiao-Ping Zhang, Tao Mei

ICCV 2021 On Feature Decorrelation in Self-Supervised Learning Tianyu Hua, Wenxiao Wang, Zihui Xue, Sucheng Ren, Yue Wang, Hang Zhao