Shao, Shuai

16 publications

ICLR 2026 Towards Self-Evolving Agent Benchmarks : Validatable Agent Trajectory via Test-Time Exploration Dadi Guo, Tianyi Zhou, Dongrui Liu, Chen Qian, Qihan Ren, Shuai Shao, Zhiyuan Fan, Yi R. Fung, Kun Wang, Linfeng Zhang, Jing Shao

ICLR 2026 Your Agent May Misevolve: Emergent Risks in Self-Evolving LLM Agents Shuai Shao, Qihan Ren, Dongrui Liu, Chen Qian, Boyi Wei, Dadi Guo, Yang JingYi, Xinhao Song, Linfeng Zhang, Weinan Zhang, Jing Shao

NeurIPS 2025 AgentNet: Decentralized Evolutionary Coordination for LLM-Based Multi-Agent Systems Yingxuan Yang, Huacan Chai, Shuai Shao, Yuanyi Song, Siyuan Qi, Renting Rui, Weinan Zhang

AAAI 2025 Excluding the Impossible for Open Vocabulary Semantic Segmentation Shiyuan Zhao, Baodi Liu, Yu Bai, Weifeng Liu, Shuai Shao

ICML 2025 Extreme Value Policy Optimization for Safe Reinforcement Learning Shiqing Gao, Yihang Zhou, Shuai Shao, Haoyu Luo, Yiheng Bing, Jiaxin Ding, Luoyi Fu, Xinbing Wang

TMLR 2025 Preference Discerning with LLM-Enhanced Generative Retrieval Fabian Paischer, Liu Yang, Linfeng Liu, Shuai Shao, Kaveh Hassani, Jiacheng Li, Ricky T. Q. Chen, Zhang Gabriel Li, Xiaoli Gao, Wei Shao, Xue Feng, Nima Noorshams, Sem Park, Bo Long, Hamid Eghbalzadeh

NeurIPS 2025 RiOSWorld: Benchmarking the Risk of Multimodal Computer-Use Agents Yang JingYi, Shuai Shao, Dongrui Liu, Jing Shao

TMLR 2025 Unifying Generative and Dense Retrieval for Sequential Recommendation Liu Yang, Fabian Paischer, Kaveh Hassani, Jiacheng Li, Shuai Shao, Zhang Gabriel Li, Yun He, Xue Feng, Nima Noorshams, Sem Park, Bo Long, Robert D Nowak, Xiaoli Gao, Hamid Eghbalzadeh

AAAI 2024 Collaborative Consortium of Foundation Models for Open-World Few-Shot Learning Shuai Shao, Yu Bai, Yan Wang, Baodi Liu, Bin Liu

CVPR 2024 DeIL: Direct-and-Inverse CLIP for Open-World Few-Shot Learning Shuai Shao, Yu Bai, Yan Wang, Baodi Liu, Yicong Zhou

AAAI 2024 EVE: Efficient Vision-Language Pre-Training with Masked Prediction and Modality-Aware MoE Junyi Chen, Longteng Guo, Jia Sun, Shuai Shao, Zehuan Yuan, Liang Lin, Dongyu Zhang

NeurIPS 2023 Algorithm Selection for Deep Active Learning with Imbalanced Datasets Jifan Zhang, Shuai Shao, Saurabh Verma, Robert Nowak

ICCV 2019 Objects365: A Large-Scale, High-Quality Dataset for Object Detection Shuai Shao, Zeming Li, Tianyuan Zhang, Chao Peng, Gang Yu, Xiangyu Zhang, Jing Li, Jian Sun

AAAI 2019 Scene Text Detection with Supervised Pyramid Context Network Enze Xie, Yuhang Zang, Shuai Shao, Gang Yu, Cong Yao, Guangyao Li

CVPR 2019 Shape Robust Text Detection with Progressive Scale Expansion Network Wenhai Wang, Enze Xie, Xiang Li, Wenbo Hou, Tong Lu, Gang Yu, Shuai Shao

CVPR 2018 Repulsion Loss: Detecting Pedestrians in a Crowd Xinlong Wang, Tete Xiao, Yuning Jiang, Shuai Shao, Jian Sun, Chunhua Shen