Guo, Jiawei

9 publications

ICLR 2026 IV-Bench: A Benchmark for Image-Grounded Video Perception and Reasoning in Multimodal LLMs David Ma, Yuanxing Zhang, JinCheng Ren, Jiawei Guo, Yifan Yao, Zhenlin Wei, Zhenzhu Yang, Zhongyuan Peng, Boyu Feng, Jun Ma, 顾潇, King Zhu, Zhoufutu Wen, Yancheng He, Meng Cao, Wangchunshu Zhou, Shiwen Ni, Jiaheng Liu, Wenhao Huang, Ge Zhang, Xiaojie Jin

ICLR 2026 ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding David Ma, Huaqing Yuan, Xingjian Wang, Qianbo Zang, Tianci Liu, Xinyang He, Yanbin Wei, Jiawei Guo, Nijiahui, Zhenzhu Yang, Meng Cao, Shanghaoran Quan, Yizhi Li, Wangchunshu Zhou, Jiaheng Liu, Wenhao Huang, Ge Zhang, Shiwen Ni, Xiaojie Jin

ICLRW 2025 AutoKaggle: A Multi-Agent Framework for Autonomous Data Science Competitions Ziming Li, Qianbo Zang, David Ma, Jiawei Guo, Tianyu Zheng, Minghao Liu, Xinyao Niu, Yue Wang, Jian Yang, Jiaheng Liu, Wanjun Zhong, Wangchunshu Zhou, Stephen Huang, Ge Zhang

ICLRW 2025 CodeEditorBench: Evaluating Code Editing Capability of LLMs Jiawei Guo, Ziming Li, Xueling Liu, Kaijing Ma, Tianyu Zheng, Zhouliang Yu, Ding Pan, Yizhi Li, Ruibo Liu, Yue Wang, Shuyue Guo, Xingwei Qu, Xiang Yue, Ge Zhang, Wenhu Chen, Jie Fu

ICLR 2025 Diffusion Transformer Captures Spatial-Temporal Dependencies: A Theory for Gaussian Process Data Hengyu Fu, Zehao Dou, Jiawei Guo, Mengdi Wang, Minshuo Chen

ICLRW 2025 I-SHEEP: Self-Alignment of LLM from Scratch Through an Iterative Self-Enhancement Paradigm Yiming Liang, Xingwei Qu, Tianyu Zheng, Jiawei Guo, Xeron Du, Zhenzhu Yang, Jiaheng Liu, Chenghua Lin, Ge Zhang, Lei Ma, Stephen Huang, Jiajun Zhang

ICLRW 2025 Kun: Answer Polishment for Chinese Self-Alignment with Instruction Back-Translation Tianyu Zheng, Shuyue Guo, Xingwei Qu, Jiawei Guo, Xeron Du, Chenghua Lin, Stephen Huang, Jie Fu, Ge Zhang

NeurIPS 2025 ToxicTextCLIP: Text-Based Poisoning and Backdoor Attacks on CLIP Pre-Training Xin Yao, Haiyang Zhao, Yimin Chen, Jiawei Guo, Kecheng Huang, Ming Zhao

ICML 2024 ACE: Off-Policy Actor-Critic with Causality-Aware Entropy Regularization Tianying Ji, Yongyuan Liang, Yan Zeng, Yu Luo, Guowei Xu, Jiawei Guo, Ruijie Zheng, Furong Huang, Fuchun Sun, Huazhe Xu