Qin, Libo

21 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

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

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

AAAI 2025 EXCGEC: A Benchmark for Edit-Wise Explainable Chinese Grammatical Error Correction Jingheng Ye, Shang Qin, Yinghui Li, Xuxin Cheng, Libo Qin, Hai-Tao Zheng, Ying Shen, Peng Xing, Zishan Xu, Guo Cheng, Wenhao Jiang

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

NeurIPS 2025 Noise-Robustness Through Noise: A Framework Combining Asymmetric LoRA with Poisoning MoE Zhaokun Wang, Jinyu Guo, Jingwen Pu, ChenLingFeng, Hongli Pu, Jie Ou, Libo Qin, Wenhong Tian

NeurIPS 2025 Task-Specific Data Selection for Instruction Tuning via Monosemantic Neuronal Activations Da Ma, Gonghu Shang, Zhi Chen, Libo Qin, Yijie Luo, Hongshen Xu, Lei Pan, Shuai Fan, Kai Yu, Lu Chen

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

NeurIPS 2024 Synergistic Dual Spatial-Aware Generation of Image-to-Text and Text-to-Image Yu Zhao, Hao Fei, Xiangtai Li, Libo Qin, Jiayi Ji, Hongyuan Zhu, Meishan Zhang, Min Zhang, Jianguo Wei

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

AAAI 2023 Towards Complex Scenarios: Building End-to-End Task-Oriented Dialogue System Across Multiple Knowledge Bases Libo Qin, Zhouyang Li, Qiying Yu, Lehan Wang, Wanxiang Che

NeurIPS 2022 LasUIE: Unifying Information Extraction with Latent Adaptive Structure-Aware Generative Language Model Hao Fei, Shengqiong Wu, Jingye Li, Bobo Li, Fei Li, Libo Qin, Meishan Zhang, Min Zhang, Tat-Seng Chua

AAAI 2022 Text Is No More Enough! a Benchmark for Profile-Based Spoken Language Understanding Xiao Xu, Libo Qin, Kaiji Chen, Guoxing Wu, Linlin Li, Wanxiang Che

IJCAI 2021 A Survey on Spoken Language Understanding: Recent Advances and New Frontiers Libo Qin, Tianbao Xie, Wanxiang Che, Ting Liu

AAAI 2021 Co-GAT: A Co-Interactive Graph Attention Network for Joint Dialog Act Recognition and Sentiment Classification Libo Qin, Zhouyang Li, Wanxiang Che, Minheng Ni, Ting Liu

IJCAI 2020 CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-Shot Cross-Lingual NLP Libo Qin, Minheng Ni, Yue Zhang, Wanxiang Che

AAAI 2020 DCR-Net: A Deep Co-Interactive Relation Network for Joint Dialog Act Recognition and Sentiment Classification Libo Qin, Wanxiang Che, Yangming Li, Minheng Ni, Ting Liu

IJCAI 2020 Dialogue State Induction Using Neural Latent Variable Models Qingkai Min, Libo Qin, Zhiyang Teng, Xiao Liu, Yue Zhang

AAAI 2020 Span-Based Neural Buffer: Towards Efficient and Effective Utilization of Long-Distance Context for Neural Sequence Models Yangming Li, Kaisheng Yao, Libo Qin, Shuang Peng, Yijia Liu, Xiaolong Li