Du, Xinya

11 publications

ICML 2025 $\mathcal{Vista}\mathcal{DPO}$: Video Hierarchical Spatial-Temporal Direct Preference Optimization for Large Video Models Haojian Huang, Haodong Chen, Shengqiong Wu, Meng Luo, Jinlan Fu, Xinya Du, Hanwang Zhang, Hao Fei

ICLR 2025 DSBench: How Far Are Data Science Agents from Becoming Data Science Experts? Liqiang Jing, Zhehui Huang, Xiaoyang Wang, Wenlin Yao, Wenhao Yu, Kaixin Ma, Hongming Zhang, Xinya Du, Dong Yu

TMLR 2025 FGAIF: Aligning Large Vision-Language Models with Fine-Grained AI Feedback Liqiang Jing, Xinya Du

TMLR 2025 SFT or RL? an Early Investigation into Training R1-like Reasoning Large Vision-Language Models Hardy Chen, Haoqin Tu, Fali Wang, Hui Liu, Xianfeng Tang, Xinya Du, Yuyin Zhou, Cihang Xie

NeurIPS 2024 IQA-EVAL: Automatic Evaluation of Human-Model Interactive Question Answering Ruosen Li, Ruochen Li, Barry Wang, Xinya Du

ICMLW 2024 Large Language Models for Automated Open-Domain Scientific Hypotheses Discovery Zonglin Yang, Xinya Du, Junxian Li, Jie Zheng, Soujanya Poria, Erik Cambria

NeurIPS 2024 MEQA: A Benchmark for Multi-Hop Event-Centric Question Answering with Explanations Ruosen Li, Zimu Wang, Son Quoc Tran, Lei Xia, Xinya Du

AAAI 2024 Making Natural Language Reasoning Explainable and Faithful Xinya Du

TMLR 2024 PRD: Peer Rank and Discussion Improve Large Language Model Based Evaluations Ruosen Li, Teerth Patel, Xinya Du

NeurIPSW 2024 VIA: A Spatiotemporal Video Adaptation Framework for Global and Local Video Editing Jing Gu, Yuwei Fang, Ivan Skorokhodov, Peter Wonka, Xinya Du, Sergey Tulyakov, Xin Eric Wang

ICLR 2023 Logical Entity Representation in Knowledge-Graphs for Differentiable Rule Learning Chi Han, Qizheng He, Charles Yu, Xinya Du, Hanghang Tong, Heng Ji