End-to-End Task-Oriented Dialogue System with Distantly Supervised Knowledge Base Retriever. - Libo Qin 001; Yijia Liu; Wanxiang Che; Haoyang Wen; Ting Liu 001 (CCL, 2018)

Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation. - Haoyang Wen; Yijia Liu; Wanxiang Che; Libo Qin 001; Ting Liu 001 (COLING, 2018)

A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding. - Libo Qin 001; Wanxiang Che; Yangming Li; Haoyang Wen; Ting Liu 001 (EMNLP/IJCNLP (1), 2019)

Entity-Consistent End-to-end Task-Oriented Dialogue System with KB Retriever. - Libo Qin 001; Yijia Liu; Wanxiang Che; Haoyang Wen; Yangming Li; Ting Liu 001 (EMNLP/IJCNLP (1), 2019)

Span-Based Neural Buffer: Towards Efficient and Effective Utilization of Long-Distance Context for Neural Sequence Models. - Yangming Li; Kaisheng Yao; Libo Qin 001; Shuang Peng 009; Yijia Liu; Xiaolong Li 005 (AAAI, 2020)

DCR-Net: A Deep Co-Interactive Relation Network for Joint Dialog Act Recognition and Sentiment Classification. - Libo Qin 001; Wanxiang Che; Yangming Li; Minheng Ni; Ting Liu 001 (AAAI, 2020)

Slot-consistent NLG for Task-oriented Dialogue Systems with Iterative Rectification Network. - Yangming Li; Kaisheng Yao; Libo Qin 001; Wanxiang Che; Xiaolong Li 005; Ting Liu 001 (ACL, 2020)

Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog. - Libo Qin 001; Xiao Xu 005; Wanxiang Che; Yue Zhang 004; Ting Liu 001 (ACL, 2020)

Towards Fine-Grained Transfer: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling. - Libo Qin 001; Xiao Xu 005; Wanxiang Che; Ting Liu 001 (EMNLP (Findings), 2020)

Dialogue State Induction Using Neural Latent Variable Models. - Qingkai Min; Libo Qin 001; Zhiyang Teng; Xiao Liu 029; Yue Zhang 004 (IJCAI, 2020)

CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-Shot Cross-Lingual NLP. - Libo Qin 001; Minheng Ni; Yue Zhang 004; Wanxiang Che (IJCAI, 2020)

TD-GIN: Token-level Dynamic Graph-Interactive Network for Joint Multiple Intent Detection and Slot Filling. - Libo Qin 001; Xiao Xu 005; Wanxiang Che; Ting Liu 001 (CoRR, 2020)

Multi-Domain Spoken Language Understanding Using Domain- and Task-Aware Parameterization. - Libo Qin 001; Minheng Ni; Yue Zhang 004; Wanxiang Che; Yangming Li; Ting Liu 001 (CoRR, 2020)

N-LTP: A Open-source Neural Chinese Language Technology Platform with Pretrained Models. - Wanxiang Che; Yunlong Feng; Libo Qin 001; Ting Liu 001 (CoRR, 2020)

Co-GAT: A Co-Interactive Graph Attention Network for Joint Dialog Act Recognition and Sentiment Classification. - Libo Qin 001; Zhouyang Li; Wanxiang Che; Minheng Ni; Ting Liu 001 (AAAI, 2021)

Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization. - Xiachong Feng; Xiaocheng Feng; Libo Qin 001; Bing Qin 001; Ting Liu 001 (ACL/IJCNLP (1), 2021)

GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling. - Libo Qin 001; Fuxuan Wei; Tianbao Xie; Xiao Xu 005; Wanxiang Che; Ting Liu 001 (ACL/IJCNLP (1), 2021)

N-LTP: An Open-source Neural Language Technology Platform for Chinese. - Wanxiang Che; Yunlong Feng; Libo Qin 001; Ting Liu 001 (EMNLP (Demos), 2021)

Don't be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue System. - Libo Qin 001; Tianbao Xie; Shijue Huang; Qiguang Chen; Xiao Xu 005; Wanxiang Che (EMNLP (1), 2021)

A Co-Interactive Transformer for Joint Slot Filling and Intent Detection. - Libo Qin 001; Tailu Liu; Wanxiang Che; Bingbing Kang; Sendong Zhao; Ting Liu 001 (ICASSP, 2021)

Injecting Word Information with Multi-Level Word Adapter for Chinese Spoken Language Understanding. - Dechuan Teng; Libo Qin 001; Wanxiang Che; Sendong Zhao; Ting Liu 001 (ICASSP, 2021)

A Survey on Spoken Language Understanding: Recent Advances and New Frontiers. - Libo Qin 001; Tianbao Xie; Wanxiang Che; Ting Liu 001 (IJCAI, 2021)

NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation. - Kaustubh D. Dhole; Varun Gangal; Sebastian Gehrmann; Aadesh Gupta; Zhenhao Li; Saad Mahamood; Abinaya Mahendiran; Simon Mille; Ashish Srivastava; Samson Tan; Tongshuang Wu; Jascha Sohl-Dickstein; et al. (CoRR, 2021)

Knowing Where to Leverage: Context-Aware Graph Convolutional Network With an Adaptive Fusion Layer for Contextual Spoken Language Understanding. - Libo Qin 001; Wanxiang Che; Minheng Ni; Yangming Li; Ting Liu 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Text Is No More Enough! A Benchmark for Profile-Based Spoken Language Understanding. - Xiao Xu 005; Libo Qin 001; Kaiji Chen; Guoxing Wu; Linlin Li 001; Wanxiang Che (AAAI, 2022)

GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding. - Libo Qin 001; Qiguang Chen; Tianbao Xie; Qixin Li; Jian-Guang Lou; Wanxiang Che; Min-Yen Kan (ACL (1), 2022)

CGIM: A Cycle Guided Interactive Learning Model for Consistency Identification in Task-oriented Dialogue. - Libo Qin 001; Qiguang Chen; Tianbao Xie; Qian Liu; Shijue Huang; Wanxiang Che; Zhou Yu (COLING, 2022)

UniDU: Towards A Unified Generative Dialogue Understanding Framework. - Zhi Chen 006; Lu Chen 002; Bei Chen; Libo Qin 001; Yuncong Liu; Su Zhu; Jian-Guang Lou; Kai Yu 004 (SIGDIAL, 2022)

Towards Event-level Causal Relation Identification. - Chuang Fan; Daoxing Liu; Libo Qin 001; Yue Zhang 004; Ruifeng Xu 001 (SIGIR, 2022)

Multi-domain Spoken Language Understanding Using Domain- and Task-aware Parameterization. - Libo Qin 001; Fuxuan Wei; Minheng Ni; Yue Zhang 004; Wanxiang Che; Yangming Li; Ting Liu 001 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2022)

Towards Complex Scenarios: Building End-to-End Task-Oriented Dialogue System across Multiple Knowledge Bases. - Libo Qin 001; Zhouyang Li; Qiying Yu; Lehan Wang; Wanxiang Che (AAAI, 2023)

OpenSLU: A Unified, Modularized, and Extensible Toolkit for Spoken Language Understanding. - Libo Qin 001; Qiguang Chen; Xiao Xu 005; Yunlong Feng; Wanxiang Che (ACL (demo), 2023)

MMSD2.0: Towards a Reliable Multi-modal Sarcasm Detection System. - Libo Qin 001; Shijue Huang; Qiguang Chen; Chenran Cai; Yudi Zhang; Bin Liang 004; Wanxiang Che; Ruifeng Xu 001 (ACL (Findings), 2023)

CLIPText: A New Paradigm for Zero-shot Text Classification. - Libo Qin 001; Weiyun Wang; Qiguang Chen; Wanxiang Che (ACL (Findings), 2023)

Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages. - Libo Qin 001; Qiguang Chen; Fuxuan Wei; Shijue Huang; Wanxiang Che (EMNLP, 2023)

End-to-end Task-oriented Dialogue: A Survey of Tasks, Methods, and Future Directions. - Libo Qin 001; Wenbo Pan; Qiguang Chen; Lizi Liao; Zhou Yu; Yue Zhang 004; Wanxiang Che; Min Li 007 (EMNLP, 2023)

Improving Few-Shot and Zero-Shot Entity Linking with Coarse-to-Fine Lexicon-Based Retriever. - Shijue Huang; Bingbing Wang; Libo Qin 001; Qin Zhao; Ruifeng Xu 001 (NLPCC (3), 2023)

HIT-SCIR at MMNLU-22: Consistency Regularization for Multilingual Spoken Language Understanding. - Bo Zheng 010; Zhouyang Li; Fuxuan Wei; Qiguang Chen; Libo Qin 001; Wanxiang Che (CoRR, 2023)

A Preliminary Evaluation of ChatGPT for Zero-shot Dialogue Understanding. - Wenbo Pan; Qiguang Chen; Xiao Xu 005; Wanxiang Che; Libo Qin 001 (CoRR, 2023)

DTIAM: A unified framework for predicting drug-target interactions, binding affinities and activation/inhibition mechanisms. - Zhangli Lu; Chuqi Lei; Kaili Wang; Libo Qin 001; Jing Tang 002; Min Li 007 (CoRR, 2023)

Modularized Pre-Training for End-to-End Task-Oriented Dialogue. - Libo Qin 001; Xiao Xu 005; Lehan Wang; Yue Zhang 004; Wanxiang Che (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

M³CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought. - Qiguang Chen; Libo Qin 001; Jin Zhang; Zhi Chen 006; Xiao Xu 005; Wanxiang Che (ACL (1), 2024)

AutoCAP: Towards Automatic Cross-lingual Alignment Planning for Zero-shot Chain-of-Thought. - Yongheng Zhang 001; Qiguang Chen; Min Li 007; Wanxiang Che; Libo Qin 001 (ACL (Findings), 2024)

Self-chats from Large Language Models Make Small Emotional Support Chatbot Better. - Zhonghua Zheng; Lizi Liao; Yang Deng 002; Libo Qin 001; Liqiang Nie (ACL (1), 2024)

A Two-Stage Framework with Self-Supervised Distillation for Cross-Domain Text Classification. - Yunlong Feng; Bohan Li; Libo Qin 001; Xiao Xu 005; Wanxiang Che (LREC/COLING, 2024)

Improving Language Model Reasoning with Self-motivated Learning. - Yunlong Feng; Yang Xu 049; Libo Qin 001; Yasheng Wang; Wanxiang Che (LREC/COLING, 2024)

Self-Constructed Context Decompilation with Fined-grained Alignment Enhancement. - Yunlong Feng; Dechuan Teng; Yang Xu 049; Honglin Mu; Xiao Xu 005; Libo Qin 001; Qingfu Zhu; Wanxiang Che (EMNLP (Findings), 2024)

Python is Not Always the Best Choice: Embracing Multilingual Program of Thoughts. - Xianzhen Luo; Qingfu Zhu; Zhiming Zhang; Libo Qin 001; Xuanyu Zhang; Qing Yang 033; Dongliang Xu; Wanxiang Che (EMNLP, 2024)

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 001; Dongliang Xu; Qing Yang 033; Hongtao Liu; Bing Qin 001 (EMNLP, 2024)

Wrong-of-Thought: An Integrated Reasoning Framework with Multi-Perspective Verification and Wrong Information. - Yongheng Zhang 001; Qiguang Chen; Jingxuan Zhou; Peng Wang 168; Jiasheng Si; Jin Wang; Wenpeng Lu; Libo Qin 001 (EMNLP (Findings), 2024)

Extractive Medical Entity Disambiguation with Memory Mechanism and Memorized Entity Information. - Guobiao Zhang; Xueping Peng; Tao Shen 001; Guodong Long; Jiasheng Si; Libo Qin 001; Wenpeng Lu (EMNLP (Findings), 2024)

Breaking Language Barriers: Cross-Lingual Continual Pre-Training at Scale. - Wenzhen Zheng; Wenbo Pan; Xu Xu; Libo Qin 001; Li Yue 010; Ming Zhou (EMNLP, 2024)

SDIF-DA: A Shallow-to-Deep Interaction Framework with Data Augmentation for Multi-Modal Intent Detection. - Shijue Huang; Libo Qin 001; Bingbing Wang; Geng Tu; Ruifeng Xu 001 (ICASSP, 2024)

Pro-HAN: A Heterogeneous Graph Attention Network for Profile-based Spoken Language Understanding. - Dechuan Teng; Chunlin Lu; Xiao Xu 005; Wanxiang Che; Libo Qin 001 (ICASSP, 2024)

LabCLIP: Label-Enhanced Clip for Improving Zero-Shot Text Classification. - Yongheng Zhang 001; Peng Wang 168; Qiguang Chen; Jingxuan Zhou; Yongmei Wang; Min Li 007; Libo Qin 001 (ICASSP, 2024)

Decoupling Breaks Data Barriers: A Decoupled Pre-training Framework for Multi-intent Spoken Language Understanding. - Libo Qin 001; Qiguang Chen; Jingxuan Zhou; Qinzheng Li; Chunlin Lu; Wanxiang Che (IJCAI, 2024)

What Factors Affect Multi-Modal In-Context Learning? An In-Depth Exploration. - Libo Qin 001; Qiguang Chen; Hao Fei 003; Zhi Chen 006; Min Li 007; Wanxiang Che (NeurIPS, 2024)

Unlocking the Capabilities of Thought: A Reasoning Boundary Framework to Quantify and Optimize Chain-of-Thought. - Qiguang Chen; Libo Qin 001; Jiaqi Wang 012; Jingxuan Zhou; Wanxiang Che (NeurIPS, 2024)

MultiPoT: Multilingual Program of Thoughts Harnesses Multiple Programming Languages. - Xianzhen Luo; Qingfu Zhu; Zhiming Zhang; Libo Qin 001; Xu Wang; Qing Yang 033; Dongliang Xu; Wanxiang Che (CoRR, 2024)

Rethinking the Roles of Large Language Models in Chinese Grammatical Error Correction. - Yinghui Li; Shang Qin; Jingheng Ye; Shirong Ma; Yangning Li; Libo Qin 001; Xuming Hu; Wenhao Jiang; Hai-Tao Zheng 002; Philip S. Yu (CoRR, 2024)

Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers. - Libo Qin 001; Qiguang Chen; Yuhang Zhou; Zhi Chen 006; Yinghui Li; Lizi Liao; Min Li 007; Wanxiang Che; Philip S. Yu (CoRR, 2024)

Large Language Models Meet NLP: A Survey. - Libo Qin 001; Qiguang Chen; Xiachong Feng; Yang Wu 010; Yongheng Zhang 001; Yinghui Li; Min Li 007; Wanxiang Che; Philip S. Yu (CoRR, 2024)

M3CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought. - Qiguang Chen; Libo Qin 001; Jin Zhang; Zhi Chen 006; Xiao Xu 005; Wanxiang Che (CoRR, 2024)

EXCGEC: A Benchmark of Edit-wise Explainable Chinese Grammatical Error Correction. - Jingheng Ye; Shang Qin; Yinghui Li; Xuxin Cheng; Libo Qin 001; Hai-Tao Zheng 002; Peng Xing; Zishan Xu; Guo Cheng; Zhao Wei (CoRR, 2024)

What are the Essential Factors in Crafting Effective Long Context Multi-Hop Instruction Datasets? Insights and Best Practices. - Zhi Chen 006; Qiguang Chen; Libo Qin 001; Qipeng Guo; Haijun Lv; Yicheng Zou; Wanxiang Che; Hang Yan 001; Kai Chen 026; Dahua Lin (CoRR, 2024)

Unlocking the Capabilities of Thought: A Reasoning Boundary Framework to Quantify and Optimize Chain-of-Thought. - Qiguang Chen; Libo Qin 001; Jiaqi Wang 012; Jinxuan Zhou; Wanxiang Che (CoRR, 2024)

KVSharer: Efficient Inference via Layer-Wise Dissimilar KV Cache Sharing. - Yifei Yang; Zouying Cao; Qiguang Chen; Libo Qin 001; Dongjie Yang; Hai Zhao 001; Zhi Chen 006 (CoRR, 2024)

Exploring Multi-Grained Concept Annotations for Multimodal Large Language Models. - Xiao Xu 005; Tianhao Niu; Yuxi Xie; Libo Qin 001; Wanxiang Che; Min-Yen Kan (CoRR, 2024)

XTransplant: A Probe into the Upper Bound Performance of Multilingual Capability and Culture Adaptability in LLMs via Mutual Cross-lingual Feed-forward Transplantation. - Yangfan Ye; Xiaocheng Feng; Xiachong Feng; Libo Qin 001; Yichong Huang; Lei Huang 021; Weitao Ma; Zhirui Zhang; Yunfei Lu; Xiaohui Yan; Duyu Tang; Dandan Tu; et al. (CoRR, 2024)

Divide-Solve-Combine: An Interpretable and Accurate Prompting Framework for Zero-shot Multi-Intent Detection. - Libo Qin 001; Qiguang Chen; Jingxuan Zhou; Jin Wang; Hao Fei 003; Wanxiang Che; Min Li 007 (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 003; Xiaocheng Feng; Wanxiang Che; Min Li 007; Libo Qin 001 (AAAI, 2025)

EXCGEC: A Benchmark for Edit-Wise Explainable Chinese Grammatical Error Correction. - Jingheng Ye; Shang Qin; Yinghui Li; Xuxin Cheng; Libo Qin 001; Hai-Tao Zheng 002; Ying Shen 001; Peng Xing; Zishan Xu; Guo Cheng; Wenhao Jiang (AAAI, 2025)

CCHall: A Novel Benchmark for Joint Cross-Lingual and Cross-Modal Hallucinations Detection in Large Language Models. - Yongheng Zhang 001; Xu Liu; Ruoxi Zhou; Qiguang Chen; Hao Fei 003; Wenpeng Lu; Libo Qin 001 (ACL (1), 2025)

What are the Essential Factors in Crafting Effective Long Context Multi-Hop Instruction Datasets? Insights and Best Practices. - Zhi Chen 006; Qiguang Chen; Libo Qin 001; Qipeng Guo; Haijun Lv; Yicheng Zou; Hang Yan 001; Kai Chen 026; Dahua Lin (ACL (1), 2025)

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 001; Shunyu Yao; Wenhong Tian (ACL (Findings), 2025)

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 007; Libo Qin 001 (ACL (Findings), 2025)

Accelerating Adaptive Retrieval Augmented Generation via Instruction-Driven Representation Reduction of Retrieval Overlaps. - Jie Ou; Jinyu Guo; Shuaihong Jiang; Zhaokun Wang; Libo Qin 001; Shunyu Yao; Wenhong Tian (ACL (Findings), 2025)

X-WebAgentBench: A Multilingual Interactive Web Benchmark for Evaluating Global Agentic System. - Peng Wang 168; Ruihan Tao; Qiguang Chen; Mengkang Hu; Libo Qin 001 (ACL (Findings), 2025)

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 001; Yingjie Xia; Li Kuang (ACL (1), 2025)

LESA: Learnable LLM Layer Scaling-Up. - Yifei Yang; Zouying Cao; Xinbei Ma; Yao Yao; Zhi Chen 006; Libo Qin 001; Hai Zhao 001 (ACL (1), 2025)

CC-Tuning: A Cross-Lingual Connection Mechanism for Improving Joint Multilingual Supervised Fine-Tuning. - Yangfan Ye; Xiaocheng Feng; Zekun Yuan; Xiachong Feng; Libo Qin 001; Lei Huang 021; Weitao Ma; Yichong Huang; Zhirui Zhang; Yunfei Lu; Xiaohui Yan; Duyu Tang; et al. (ACL (1), 2025)

CLAIM: Mitigating Multilingual Object Hallucination in Large Vision-Language Models with Cross-Lingual Attention Intervention. - Zekai Ye; Qiming Li; Xiaocheng Feng; Libo Qin 001; Yichong Huang; Baohang Li; Kui Jiang; Yang Xiang; Zhirui Zhang; Yunfei Lu; Duyu Tang; Dandan Tu; et al. (ACL (1), 2025)

An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite Individuals. - Yangyang Zhao; Ben Niu; Libo Qin 001; Shihan Wang 001 (ACL (1), 2025)

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 049; Enbo Wang; Qiguang Chen; Bichen Wang; Xiao Xu 005; Yimeng Zhang; Libo Qin 001; et al. (COLING, 2025)

CroPrompt: Cross-task Interactive Prompting for Zero-shot Spoken Language Understanding. - Libo Qin 001; Fuxuan Wei; Qiguang Chen; Jingxuan Zhou; Shijue Huang; Jiasheng Si; Wenpeng Lu; Wanxiang Che (ICASSP, 2025)

Stealthy Jailbreak Attacks on Large Language Models via Benign Data Mirroring. - Honglin Mu; Han He; Yuxin Zhou; Yunlong Feng; Yang Xu 049; Libo Qin 001; Xiaoming Shi; Zeming Liu; Xudong Han; Qi Shi 002; Qingfu Zhu; Wanxiang Che (NAACL (Long Papers), 2025)

Large Language Model for Medical Images: A Survey of Taxonomy, Systematic Review, and Future Trends. - Peng Wang 168; Wenpeng Lu; Chunlin Lu; Ruoxi Zhou; Min Li 007; Libo Qin 001 (Big Data Min. Anal., 2025)

A survey of multilingual large language models. - Libo Qin 001; Qiguang Chen; Yuhang Zhou; Zhi Chen 006; Yinghui Li; Lizi Liao; Min Li 007; Wanxiang Che; Philip S. Yu (Patterns, 2025)

ECM: A Unified Electronic Circuit Model for Explaining the Emergence of In-Context Learning and Chain-of-Thought in Large Language Model. - Qiguang Chen; Libo Qin 001; Jinhao Liu; Dengyun Peng; Jiaqi Wang 012; Mengkang Hu; Zhi Chen 006; Wanxiang Che; Ting Liu 001 (CoRR, 2025)

TextAtlas5M: A Large-scale Dataset for Dense Text Image Generation. - Alex Jinpeng Wang; Dongxing Mao; Jiawei Zhang; Weiming Han; Zhuobai Dong; Linjie Li; Yiqi Lin; Zhengyuan Yang; Libo Qin 001; Fuwei Zhang; Lijuan Wang; Min Li 007 (CoRR, 2025)

Chain of Strategy Optimization Makes Large Language Models Better Emotional Supporter. - Weixiang Zhao; Xingyu Sui; Xinyang Han; Yang Deng 002; Yulin Hu; Jiahe Guo; Libo Qin 001; Qianyun Du; Shijin Wang 001; Yanyan Zhao; Bing Qin 001; Ting Liu 001 (CoRR, 2025)

Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models. - Qiguang Chen; Libo Qin 001; Jinhao Liu; Dengyun Peng; Jiannan Guan; Peng Wang 168; Mengkang Hu; Yuhang Zhou; Te Gao; Wanxiang Che (CoRR, 2025)

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 001 (CoRR, 2025)

Neuronal Activation States as Sample Embeddings for Data Selection in Task-Specific Instruction Tuning. - Da Ma; Gonghu Shang; Zhi Chen 006; Libo Qin 001; Yijie Luo; Lei Pan; Shuai Fan 005; Lu Chen 002; Kai Yu 004 (CoRR, 2025)

RBF++: Quantifying and Optimizing Reasoning Boundaries across Measurable and Unmeasurable Capabilities for Chain-of-Thought Reasoning. - Qiguang Chen; Libo Qin 001; Jinhao Liu; Yue Liao; Jiaqi Wang 012; Jingxuan Zhou; Wanxiang Che (CoRR, 2025)

Visual Thoughts: A Unified Perspective of Understanding Multimodal Chain-of-Thought. - Zihui Cheng; Qiguang Chen; Xiao Xu 005; Jiaqi Wang 012; Weiyun Wang; Hao Fei 003; Yidong Wang; Alex Jinpeng Wang; Zhi Chen 006; Wanxiang Che; Libo Qin 001 (CoRR, 2025)

Noise-Robustness Through Noise: Asymmetric LoRA Adaption with Poisoning Expert. - Zhaokun Wang; Jinyu Guo; Jingwen Pu; Lingfeng Chen; Hongli Pu; Jie Ou; Libo Qin 001; Wenhong Tian (CoRR, 2025)

Manager: Aggregating Insights from Unimodal Experts in Two-Tower VLMs and MLLMs. - Xiao Xu 005; Libo Qin 001; Wanxiang Che; Min-Yen Kan (CoRR, 2025)

CAI: Caption-Sensitive Attention Intervention for Mitigating Object Hallucination in Large Vision-Language Models. - Qiming Li; Zekai Ye; Xiaocheng Feng; Weihong Zhong; Libo Qin 001; Ruihan Chen; Baohang Li; Kui Jiang; Yaowei Wang; Ting Liu 001; Bing Qin 001 (CoRR, 2025)

AI4Research: A Survey of Artificial Intelligence for Scientific Research. - Qiguang Chen; Ming-Hsuan Yang 001; Libo Qin 001; Jinhao Liu; Zheng Yan; Jiannan Guan; Dengyun Peng; Yiyan Ji; Hanjing Li; Mengkang Hu; Yimeng Zhang; Yihao Liang; et al. (CoRR, 2025)

ViTCoT: Video-Text Interleaved Chain-of-Thought for Boosting Video Understanding in Large Language Models. - Yongheng Zhang 001; Xu Liu; Ruihan Tao; Qiguang Chen; Hao Fei 003; Wanxiang Che; Libo Qin 001 (CoRR, 2025)

MPCC: A Novel Benchmark for Multimodal Planning with Complex Constraints in Multimodal Large Language Models. - Yiyan Ji; Haoran Chen; Qiguang Chen; Chengyue Wu; Libo Qin 001; Wanxiang Che (CoRR, 2025)

Temporal Self-Rewarding Language Models: Decoupling Chosen-Rejected via Past-Future. - Yidong Wang; Xin Wang; Cunxiang Wang; Junfeng Fang; Qiufeng Wang; Jianing Chu; Xuran Meng; Shuxun Yang; Libo Qin 001; Yue Zhang 004; Wei Ye 004; Shikun Zhang (CoRR, 2025)

Aware First, Think Less: Dynamic Boundary Self-Awareness Drives Extreme Reasoning Efficiency in Large Language Models. - Qiguang Chen; Dengyun Peng; Jinhao Liu; HuiKang Su; Jiannan Guan; Libo Qin 001; Wanxiang Che (CoRR, 2025)

MPFToD: a modularized pre-training framework for consistency identification in task-oriented dialogue. - Libo Qin 001; Shijue Huang; Qiguang Chen; Qian Liu; Wanxiang Che; Ruifeng Xu 001 (Frontiers Comput. Sci., 2025)