| 2026 | AAAI | Aware First, Think Less: Dynamic Boundary Self-Awareness Drives Significant Gains in Reasoning Efficiency in Large Language Models. | Qiguang Chen, Dengyun Peng, Jinhao Liu, Huikang Su, Jiannan Guan, Libo Qin, Wanxiang Che |
| 2026 | AAAI | Beware of Reasoning Overconfidence: Pitfalls in the Reasoning Process for Multi-solution Tasks. | Jiannan Guan, Qiguang Chen, Libo Qin, Dengyun Peng, Jinhao Liu, Liangyu Huo, Jian Xie, Wanxiang Che |
| 2026 | AAAI | Let's Think with Images Efficiently! An Interleaved-Modal Chain-of-Thought Reasoning Framework with Dynamic and Precise Visual Thoughts. | Xu Liu, Yongheng Zhang, Qiguang Chen, Yao Li, Sheng Wang, Libo Qin |
| 2026 | ACL | OMIBench: Benchmarking Olympiad-Level Multi-Image Reasoning in Large Vision-Language Models. | Qiguang Chen, Chengyu Luan, Jiajun Wu, Qiming Yu, Yi Yang, Yizhuo Li, Jingqi Tong, Xiachong Feng, Libo Qin, Wanxiang Che |
| 2026 | ACL | SAVOIR: Learning Social Savoir-Faire via Shapley-based Reward Attribution. | Xiachong Feng, Yi Jiang, Xiaocheng Feng, Deyi Yin, Libo Qin, Yangfan Ye, Lei Huang, Weitao Ma, Yuxuan Gu, Chonghan Qin, Bing Qin, Lingpeng Kong |
| 2026 | ACL | Stratagem: Learning Transferable Reasoning via Trajectory-Modulated Game Self-Play. | Xiachong Feng, Deyi Yin, Xiaocheng Feng, Yi Jiang, Libo Qin, Yangfan Ye, Lei Huang, Weitao Ma, Qiming Li, Yuxuan Gu, Bing Qin, Lingpeng Kong |
| 2026 | ACL | Unlocking Multilingual Reasoning Capability of LLMs and LVLMs through Representation Engineering. | Qiming Li, Xiaocheng Feng, Yixuan Ma, Ruihan Chen, Zihe Tong, Zekai Ye, Xiachong Feng, Libo Qin, Haoyu Ren, Kun Chen, Yunfei Lu, Dandan Tu, Bing Qin |
| 2026 | ACL | Less Languages, Less Tokens: An Efficient Unified Logic Cross-lingual Chain-of-Thought Reasoning Framework. | Chenyuan Zhang, Qiguang Chen, Xie Chen, Zhuotao Tian, Bowen Xing, Meishan Zhang, Libo Qin, Baotian Hu, Min Zhang |
| 2026 | ACL | Bridging Reasoning and Action: Hybrid LLM-RL Framework for Efficient Cross-Domain Task-Oriented Dialogue. | Yangyang Zhao, Linfan Dai, Li Cai, Bowen Xing, Libo Qin |
| 2025 | AAAI | 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 |
| 2025 | AAAI | 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 |
| 2025 | AAAI | 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 |
| 2025 | ACL | CCHall: A Novel Benchmark for Joint Cross-Lingual and Cross-Modal Hallucinations Detection in Large Language Models. | Yongheng Zhang, Xu Liu, Ruoxi Zhou, Qiguang Chen, Hao Fei, Wenpeng Lu, Libo Qin |
| 2025 | ACL | What are the Essential Factors in Crafting Effective Long Context Multi-Hop Instruction Datasets? Insights and Best Practices. | Zhi Chen, Qiguang Chen, Libo Qin, Qipeng Guo, Haijun Lv, Yicheng Zou, Hang Yan, Kai Chen, Dahua Lin |
| 2025 | ACL | HASH-RAG: Bridging Deep Hashing with Retriever for Efficient, Fine Retrieval and Augmented Generation. | Jinyu Guo, Xunlei Chen, Qiyang Xia, Zhaokun Wang, Jie Ou, Libo Qin, Shunyu Yao, Wenhong Tian |
| 2025 | ACL | MLDebugging: Towards Benchmarking Code Debugging Across Multi-Library Scenarios. | Jinyang Huang, Xiachong Feng, Qiguang Chen, Hanjie Zhao, Zihui Cheng, Jiesong Bai, Jingxuan Zhou, Min Li, Libo Qin |
| 2025 | ACL | Rethinking the Roles of Large Language Models in Chinese Grammatical Error Correction. | Yinghui Li, Shang Qin, Jingheng Ye, Haojing Huang, Yangning Li, Shu-Yu Guo, Libo Qin, Xuming Hu, Wenhao Jiang, Hai-Tao Zheng, Philip S. Yu |
| 2025 | ACL | Accelerating Adaptive Retrieval Augmented Generation via Instruction-Driven Representation Reduction of Retrieval Overlaps. | Jie Ou, Jinyu Guo, Shuaihong Jiang, Zhaokun Wang, Libo Qin, Shunyu Yao, Wenhong Tian |
| 2025 | ACL | X-WebAgentBench: A Multilingual Interactive Web Benchmark for Evaluating Global Agentic System. | Peng Wang, Ruihan Tao, Qiguang Chen, Mengkang Hu, Libo Qin |
| 2025 | ACL | CSTree-SRI: Introspection-Driven Cognitive Semantic Tree for Multi-Turn Question Answering over Extra-Long Contexts. | Zhaowen Wang, Xiang Wei, Kangshao Du, Yiting Zhang, Libo Qin, Yingjie Xia, Li Kuang |
| 2025 | ACL | LESA: Learnable LLM Layer Scaling-Up. | Yifei Yang, Zouying Cao, Xinbei Ma, Yao Yao, Zhi Chen, Libo Qin, Hai Zhao |
| 2025 | ACL | CC-Tuning: A Cross-Lingual Connection Mechanism for Improving Joint Multilingual Supervised Fine-Tuning. | Yangfan Ye, Xiaocheng Feng, Zekun Yuan, Xiachong Feng, Libo Qin, Lei Huang, Weitao Ma, Yichong Huang, Zhirui Zhang, Yunfei Lu, Xiaohui Yan, Duyu Tang, Dandan Tu, Bing Qin |
| 2025 | ACL | CLAIM: Mitigating Multilingual Object Hallucination in Large Vision-Language Models with Cross-Lingual Attention Intervention. | Zekai Ye, Qiming Li, Xiaocheng Feng, Libo Qin, Yichong Huang, Baohang Li, Kui Jiang, Yang Xiang, Zhirui Zhang, Yunfei Lu, Duyu Tang, Dandan Tu, Bing Qin |
| 2025 | ACL | An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite Individuals. | Yangyang Zhao, Ben Niu, Libo Qin, Shihan Wang |
| 2025 | COLING | Can Large Language Models Understand You Better? An MBTI Personality Detection Dataset Aligned with Population Traits. | Bohan Li, Jiannan Guan, Longxu Dou, Yunlong Feng, Dingzirui Wang, Yang Xu, Enbo Wang, Qiguang Chen, Bichen Wang, Xiao Xu, Yimeng Zhang, Libo Qin, Yanyan Zhao, Qingfu Zhu, Wanxiang Che |
| 2025 | EMNLP | DLPO: Towards a Robust, Efficient, and Generalizable Prompt Optimization Framework from a Deep-Learning Perspective. | Dengyun Peng, Yuhang Zhou, Qiguang Chen, Jinhao Liu, Jingjing Chen, Libo Qin, Wanxiang Che |
| 2025 | EMNLP | Semantic-Aware Action Space Compression via LLM-DRL Synergy for Efficient Task-oriented Dialogue Policy Exploration. | Yangyang Zhao, Ben Niu, Yuxuan Tan, Shihan Wang, Libo Qin |
| 2025 | EMNLP | Chain of Strategy Optimization Makes Large Language Models Better Emotional Supporter. | Weixiang Zhao, Xingyu Sui, Xinyang Han, Yang Deng, Yulin Hu, Jiahe Guo, Libo Qin, Qianyun Du, Shijin Wang, Yanyan Zhao, Bing Qin, Ting Liu |
| 2025 | ICASSP | CroPrompt: Cross-task Interactive Prompting for Zero-shot Spoken Language Understanding. | Libo Qin, Fuxuan Wei, Qiguang Chen, Jingxuan Zhou, Shijue Huang, Jiasheng Si, Wenpeng Lu, Wanxiang Che |
| 2025 | IJCAI | 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 |
| 2025 | NAACL | Stealthy Jailbreak Attacks on Large Language Models via Benign Data Mirroring. | Honglin Mu, Han He, Yuxin Zhou, Yunlong Feng, Yang Xu, Libo Qin, Xiaoming Shi, Zeming Liu, Xudong Han, Qi Shi, Qingfu Zhu, Wanxiang Che |
| 2024 | ACL | M³CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought. | Qiguang Chen, Libo Qin, Jin Zhang, Zhi Chen, Xiao Xu, Wanxiang Che |
| 2024 | ACL | AutoCAP: Towards Automatic Cross-lingual Alignment Planning for Zero-shot Chain-of-Thought. | Yongheng Zhang, Qiguang Chen, Min Li, Wanxiang Che, Libo Qin |
| 2024 | ACL | Self-chats from Large Language Models Make Small Emotional Support Chatbot Better. | Zhonghua Zheng, Lizi Liao, Yang Deng, Libo Qin, Liqiang Nie |
| 2024 | COLING | A Two-Stage Framework with Self-Supervised Distillation for Cross-Domain Text Classification. | Yunlong Feng, Bohan Li, Libo Qin, Xiao Xu, Wanxiang Che |
| 2024 | COLING | Improving Language Model Reasoning with Self-motivated Learning. | Yunlong Feng, Yang Xu, Libo Qin, Yasheng Wang, Wanxiang Che |
| 2024 | EMNLP | Self-Constructed Context Decompilation with Fined-grained Alignment Enhancement. | Yunlong Feng, Dechuan Teng, Yang Xu, Honglin Mu, Xiao Xu, Libo Qin, Qingfu Zhu, Wanxiang Che |
| 2024 | EMNLP | Python is Not Always the Best Choice: Embracing Multilingual Program of Thoughts. | Xianzhen Luo, Qingfu Zhu, Zhiming Zhang, Libo Qin, Xuanyu Zhang, Qing Yang, Dongliang Xu, Wanxiang Che |
| 2024 | EMNLP | GlobeSumm: A Challenging Benchmark Towards Unifying Multi-lingual, Cross-lingual and Multi-document News Summarization. | Yangfan Ye, Xiachong Feng, Xiaocheng Feng, Weitao Ma, Libo Qin, Dongliang Xu, Qing Yang, Hongtao Liu, Bing Qin |
| 2024 | EMNLP | Wrong-of-Thought: An Integrated Reasoning Framework with Multi-Perspective Verification and Wrong Information. | Yongheng Zhang, Qiguang Chen, Jingxuan Zhou, Peng Wang, Jiasheng Si, Jin Wang, Wenpeng Lu, Libo Qin |
| 2024 | EMNLP | Extractive Medical Entity Disambiguation with Memory Mechanism and Memorized Entity Information. | Guobiao Zhang, Xueping Peng, Tao Shen, Guodong Long, Jiasheng Si, Libo Qin, Wenpeng Lu |
| 2024 | EMNLP | Breaking Language Barriers: Cross-Lingual Continual Pre-Training at Scale. | Wenzhen Zheng, Wenbo Pan, Xu Xu, Libo Qin, Li Yue, Ming Zhou |
| 2024 | ICASSP | SDIF-DA: A Shallow-to-Deep Interaction Framework with Data Augmentation for Multi-Modal Intent Detection. | Shijue Huang, Libo Qin, Bingbing Wang, Geng Tu, Ruifeng Xu |
| 2024 | ICASSP | Pro-HAN: A Heterogeneous Graph Attention Network for Profile-based Spoken Language Understanding. | Dechuan Teng, Chunlin Lu, Xiao Xu, Wanxiang Che, Libo Qin |
| 2024 | ICASSP | LabCLIP: Label-Enhanced Clip for Improving Zero-Shot Text Classification. | Yongheng Zhang, Peng Wang, Qiguang Chen, Jingxuan Zhou, Yongmei Wang, Min Li, Libo Qin |
| 2024 | IJCAI | 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 |
| 2023 | AAAI | 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 |
| 2023 | ACL | OpenSLU: A Unified, Modularized, and Extensible Toolkit for Spoken Language Understanding. | Libo Qin, Qiguang Chen, Xiao Xu, Yunlong Feng, Wanxiang Che |
| 2023 | ACL | MMSD2.0: Towards a Reliable Multi-modal Sarcasm Detection System. | Libo Qin, Shijue Huang, Qiguang Chen, Chenran Cai, Yudi Zhang, Bin Liang, Wanxiang Che, Ruifeng Xu |
| 2023 | ACL | CLIPText: A New Paradigm for Zero-shot Text Classification. | Libo Qin, Weiyun Wang, Qiguang Chen, Wanxiang Che |
| 2023 | ACL | GLUE-X: Evaluating Natural Language Understanding Models from an Out-of-Distribution Generalization Perspective. | Linyi Yang, Shuibai Zhang, Libo Qin, Yafu Li, Yidong Wang, Hanmeng Liu, Jindong Wang, Xing Xie, Yue Zhang |
| 2023 | EMNLP | Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages. | Libo Qin, Qiguang Chen, Fuxuan Wei, Shijue Huang, Wanxiang Che |
| 2023 | EMNLP | End-to-end Task-oriented Dialogue: A Survey of Tasks, Methods, and Future Directions. | Libo Qin, Wenbo Pan, Qiguang Chen, Lizi Liao, Zhou Yu, Yue Zhang, Wanxiang Che, Min Li |
| 2022 | AAAI | 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 |
| 2022 | ACL | GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding. | Libo Qin, Qiguang Chen, Tianbao Xie, Qixin Li, Jian-Guang Lou, Wanxiang Che, Min-Yen Kan |
| 2022 | COLING | CGIM: A Cycle Guided Interactive Learning Model for Consistency Identification in Task-oriented Dialogue. | Libo Qin, Qiguang Chen, Tianbao Xie, Qian Liu, Shijue Huang, Wanxiang Che, Zhou Yu |
| 2022 | SIGIR | Towards Event-level Causal Relation Identification. | Chuang Fan, Daoxing Liu, Libo Qin, Yue Zhang, Ruifeng Xu |
| 2022 | SIGdial | UniDU: Towards A Unified Generative Dialogue Understanding Framework. | Zhi Chen, Lu Chen, Bei Chen, Libo Qin, Yuncong Liu, Su Zhu, Jian-Guang Lou, Kai Yu |
| 2021 | AAAI | 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 |
| 2021 | ACL | Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization. | Xiachong Feng, Xiaocheng Feng, Libo Qin, Bing Qin, Ting Liu |
| 2021 | ACL | GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling. | Libo Qin, Fuxuan Wei, Tianbao Xie, Xiao Xu, Wanxiang Che, Ting Liu |
| 2021 | EMNLP | N-LTP: An Open-source Neural Language Technology Platform for Chinese. | Wanxiang Che, Yunlong Feng, Libo Qin, Ting Liu |
| 2021 | EMNLP | Don't be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue System. | Libo Qin, Tianbao Xie, Shijue Huang, Qiguang Chen, Xiao Xu, Wanxiang Che |
| 2021 | ICASSP | A Co-Interactive Transformer for Joint Slot Filling and Intent Detection. | Libo Qin, Tailu Liu, Wanxiang Che, Bingbing Kang, Sendong Zhao, Ting Liu |
| 2021 | ICASSP | Injecting Word Information with Multi-Level Word Adapter for Chinese Spoken Language Understanding. | Dechuan Teng, Libo Qin, Wanxiang Che, Sendong Zhao, Ting Liu |
| 2021 | IJCAI | A Survey on Spoken Language Understanding: Recent Advances and New Frontiers. | Libo Qin, Tianbao Xie, Wanxiang Che, Ting Liu |
| 2020 | AAAI | 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 |
| 2020 | AAAI | 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 |
| 2020 | ACL | Slot-consistent NLG for Task-oriented Dialogue Systems with Iterative Rectification Network. | Yangming Li, Kaisheng Yao, Libo Qin, Wanxiang Che, Xiaolong Li, Ting Liu |
| 2020 | ACL | Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog. | Libo Qin, Xiao Xu, Wanxiang Che, Yue Zhang, Ting Liu |
| 2020 | EMNLP | Towards Fine-Grained Transfer: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling. | Libo Qin, Xiao Xu, Wanxiang Che, Ting Liu |
| 2020 | IJCAI | Dialogue State Induction Using Neural Latent Variable Models. | Qingkai Min, Libo Qin, Zhiyang Teng, Xiao Liu, Yue Zhang |
| 2020 | IJCAI | CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-Shot Cross-Lingual NLP. | Libo Qin, Minheng Ni, Yue Zhang, Wanxiang Che |
| 2019 | EMNLP | A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding. | Libo Qin, Wanxiang Che, Yangming Li, Haoyang Wen, Ting Liu |
| 2019 | EMNLP | Entity-Consistent End-to-end Task-Oriented Dialogue System with KB Retriever. | Libo Qin, Yijia Liu, Wanxiang Che, Haoyang Wen, Yangming Li, Ting Liu |
| 2018 | COLING | Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation. | Haoyang Wen, Yijia Liu, Wanxiang Che, Libo Qin, Ting Liu |