Chen, Qiguang

13 publications

ICLR 2026 Can LLMs Refuse Questions They Do Not Know? Measuring Knowledge-Aware Refusal in Factual Tasks Wenbo Pan, Jie Xu, Qiguang Chen, Junhao Dong, Libo Qin, Xinfeng Li, Yu Haining, Xiaohua Jia

NeurIPS 2025 Boundary-to-Region Supervision for Offline Safe Reinforcement Learning Huikang Su, Dengyun Peng, Zifeng Zhuang, YuHan Liu, Qiguang Chen, Donglin Wang, Qinghe Liu

AAAI 2025 CoMT: A Novel Benchmark for Chain of Multi-Modal Thought on Large Vision-Language Models Zihui Cheng, Qiguang Chen, Jin Zhang, Hao Fei, Xiaocheng Feng, Wanxiang Che, Min Li, Libo Qin

TMLR 2025 DivIL: Unveiling and Addressing Over-Invariance for Out-of- Distribution Generalization Jiaqi Wang, Yuhang Zhou, Zhixiong Zhang, Qiguang Chen, Yongqiang Chen, James Cheng

AAAI 2025 Divide-Solve-Combine: An Interpretable and Accurate Prompting Framework for Zero-Shot Multi-Intent Detection Libo Qin, Qiguang Chen, Jingxuan Zhou, Jin Wang, Hao Fei, Wanxiang Che, Min Li

IJCAI 2025 Improving Consistency Identification in Task-Oriented Dialogue Through Multi-Agent Collaboration Peng Wang, Shuo Li, Ruoxi Zhou, Qiguang Chen, Xiao Xu, Hao Fei, Dagang Li, Wanxiang Che, Libo Qin

ICLRW 2025 Text2World: Benchmarking Large Language Models for Symbolic World Model Generation Mengkang Hu, Tianxing Chen, Yude Zou, Yuheng Lei, Qiguang Chen, Ming Li, Qiwei Liang, Yao Mu, Hongyuan Zhang, Wenqi Shao, Ping Luo

ICML 2025 The Hidden Dimensions of LLM Alignment: A Multi-Dimensional Analysis of Orthogonal Safety Directions Wenbo Pan, Zhichao Liu, Qiguang Chen, Xiangyang Zhou, Yu Haining, Xiaohua Jia

NeurIPS 2025 Visual Thoughts: A Unified Perspective of Understanding Multimodal Chain-of-Thought Zihui Cheng, Qiguang Chen, Xiao Xu, Jiaqi Wang, Weiyun Wang, Hao Fei, Yidong Wang, Alex Jinpeng Wang, Zhi Chen, Wanxiang Che, Libo Qin

IJCAI 2024 Decoupling Breaks Data Barriers: A Decoupled Pre-Training Framework for Multi-Intent Spoken Language Understanding Libo Qin, Qiguang Chen, Jingxuan Zhou, Qinzheng Li, Chunlin Lu, Wanxiang Che

ICLR 2024 Tree-Planner: Efficient Close-Loop Task Planning with Large Language Models Mengkang Hu, Yao Mu, Xinmiao Chelsey Yu, Mingyu Ding, Shiguang Wu, Wenqi Shao, Qiguang Chen, Bin Wang, Yu Qiao, Ping Luo

NeurIPS 2024 Unlocking the Capabilities of Thought: A Reasoning Boundary Framework to Quantify and Optimize Chain-of-Thought Qiguang Chen, Libo Qin, Jiaqi Wang, Jinxuan Zhou, Wanxiang Che

NeurIPS 2024 What Factors Affect Multi-Modal In-Context Learning? an In-Depth Exploration Libo Qin, Qiguang Chen, Hao Fei, Zhi Chen, Min Li, Wanxiang Che