| 2026 | AAAI | LogicCat: A Chain-of-Thought Text-to-SQL Benchmark for Complex Reasoning. | Liutao, Xutao Mao, Dixuan Zhang, Yifan Li, Haixin Liu, Lulu Kong, Jiaming Hou, Rui Li, YunLong Li, Aoze Zheng, Zhiqiang Zhang, Zhewei Luo, Hongying Zan, Kunli Zhang, Min Peng |
| 2026 | AAAI | HyperGLLM: An Efficient Framework for Endpoint Threat Detection via Hypergraph-Enhanced Large Language Models. | Hongyi Zhou, Jianfeng Pan, Min Peng, Shaomang Huang, Hanzhong Zheng |
| 2026 | ACL | TaxPraBen: A Scalable Benchmark for Structured Evaluation of LLMs in Chinese Real-World Tax Practice. | Gang Hu, Yating Chen, Haiyan Ding, Wang Gao, Jiajia Huang, Min Peng, Qianqian Xie, Kun Yue |
| 2026 | WWW | Plan Then Retrieve: Reinforcement Learning-Guided Complex Reasoning over Knowledge Graphs. | Yanlin Song, Ben Liu, Vctor Gutirrez-Basulto, Zhiwei Hu, Qianqian Xie, Min Peng, Sophia Ananiadou, Jeff Z. Pan |
| 2025 | ACL | Towards Explainable Temporal Reasoning in Large Language Models: A Structure-Aware Generative Framework. | Zihao Jiang, Ben Liu, Miao Peng, Wenjie Xu, Yao Xiao, Zhenyan Shan, Min Peng |
| 2025 | APSEC | FixConsult: Leveraging External Defect Knowledge Driven Natural Language Suggestions Generation for Software Vulnerability Repair. | Gang Hu, Linhui Geng, Jiayao Jin, Xiaoshu Sun, Min Peng |
| 2025 | APSEC | A Multi-Model Hybrid Framework Leveraging Query Expansion without Fine-Tuning for Zero-Shot Cross-Domain Code Search. | Gang Hu, Jiayao Jin, Fan Su, Linhui Geng, Fei Yang, Min Peng |
| 2025 | COLING | DialogueMMT: Dialogue Scenes Understanding Enhanced Multi-modal Multi-task Tuning for Emotion Recognition in Conversations. | Chenyuan He, Senbin Zhu, Hongde Liu, Fei Gao, Yuxiang Jia, Hongying Zan, Min Peng |
| 2025 | COLING | Filter-then-Generate: Large Language Models with Structure-Text Adapter for Knowledge Graph Completion. | Ben Liu, Jihai Zhang, Fangquan Lin, Cheng Yang, Min Peng |
| 2025 | COLING | CaDRL: Document-level Relation Extraction via Context-aware Differentiable Rule Learning. | Kunli Zhang, Pengcheng Wu, Bohan Yu, Kejun Wu, Aoze Zheng, Xiyang Huang, Chenkang Zhu, Min Peng, Hongying Zan, Yu Song |
| 2025 | COLING | GenWebNovel: A Genre-oriented Corpus of Entities in Chinese Web Novels. | Hanjie Zhao, Yuchen Yan, Senbin Zhu, Hongde Liu, Yuxiang Jia, Hongying Zan, Min Peng |
| 2025 | COLING | SILC-EFSA: Self-aware In-context Learning Correction for Entity-level Financial Sentiment Analysis. | Senbin Zhu, Chenyuan He, Hongde Liu, Pengcheng Dong, Hanjie Zhao, Yuchen Yan, Yuxiang Jia, Hongying Zan, Min Peng |
| 2025 | EMNLP | BiasFilter: An Inference-Time Debiasing Framework for Large Language Models. | Xiaoqing Cheng, Ruizhe Chen, Hongying Zan, Yuxiang Jia, Min Peng |
| 2025 | EMNLP | Task-aware Contrastive Mixture of Experts for Quadruple Extraction in Conversations with Code-like Replies and Non-opinion Detection. | Chenyuan He, Yuxiang Jia, Fei Gao, Senbin Zhu, Hongde Liu, Hongying Zan, Min Peng |
| 2025 | EMNLP | JOLT-SQL: Joint Loss Tuning of Text-to-SQL with Confusion-aware Noisy Schema Sampling. | Jinwang Song, Hongying Zan, Kunli Zhang, Lingling Mu, Yingjie Han, Haobo Hua, Min Peng |
| 2025 | ICASSP | Learning from Reconstruction: A Two-Stage Global-to-Local Framework for Temporal Knowledge Graph Completion. | Wenjie Xu, Kai Liu, Zihao Jiang, Mengting Song, Boyi Zhang, Min Peng |
| 2025 | WWW | Untitled record | Ben Liu, Jihai Zhang, Fangquan Lin, Xu Jia, Min Peng |
| 2025 | WWW | SymAgent: A Neural-Symbolic Self-Learning Agent Framework for Complex Reasoning over Knowledge Graphs. | Ben Liu, Jihai Zhang, Fangquan Lin, Cheng Yang, Min Peng, Wotao Yin |
| 2025 | WWW | Optimizing Discriminative Vision-Language Models for Efficient Multimodal Intent Recognition. | Jinwang Song, Zhongtian Hua, Hongying Zan, Yingjie Han, Min Peng |
| 2025 | WISE | Boosting Pre-trained Language Models for Temporal Knowledge Graph Reasoning via Joint Structure and Recurring Patterns. | Zihao Jiang, Miao Peng, Wenjie Xu, Ben Liu, Yao Xiao, Kai Liu, Min Peng |
| 2024 | ACL | HealMe: Harnessing Cognitive Reframing in Large Language Models for Psychotherapy. | Mengxi Xiao, Qianqian Xie, Ziyan Kuang, Zhicheng Liu, Kailai Yang, Min Peng, Weiguang Han, Jimin Huang |
| 2024 | ESEM | Unsupervised and Supervised Co-learning for Comment-based Codebase Refining and its Application in Code Search. | Gang Hu, Xiaoqin Zeng, Wanlong Yu, Min Peng, Mengting Yuan, Liang Duan |
| 2024 | IJCNN | Clarified Aggregation and Predictive Modeling (CAPM): High-Interpretability Framework for Inductive Link Prediction. | Mengxi Xiao, Ben Liu, Miao Peng, Wenjie Xu, Min Peng |
| 2024 | KDD | Dlares or Dollars? Unraveling the Bilingual Prowess of Financial LLMs Between Spanish and English. | Xiao Zhang, Ruoyu Xiang, Chenhan Yuan, Duanyu Feng, Weiguang Han, Alejandro Lopez-Lira, Xiao-Yang Liu, Meikang Qiu, Sophia Ananiadou, Min Peng, Jimin Huang, Qianqian Xie |
| 2024 | NAACL | Deja vu: Contrastive Historical Modeling with Prefix-tuning for Temporal Knowledge Graph Reasoning. | Miao Peng, Ben Liu, Wenjie Xu, Zihao Jiang, Jiahui Zhu, Min Peng |
| 2024 | WWW | UniLP: Unified Topology-aware Generative Framework for Link Prediction in Knowledge Graph. | Ben Liu, Miao Peng, Wenjie Xu, Xu Jia, Min Peng |
| 2024 | WISE | TAKE: Tracing Associative Empathy Keywords for Generating Empathetic Responses Based on Graph Attention. | Kai Liu, Mengting Song, Wenjie Xu, Keyao Li, Min Peng, Gang Tian |
| 2024 | WISE | NLWM: A Robust, Efficient and High-Quality Watermark for Large Language Models. | Mengting Song, Ziyuan Li, Kai Liu, Min Peng, Gang Tian |
| 2023 | AAAI | Efficient End-to-End Video Question Answering with Pyramidal Multimodal Transformer. | Min Peng, Chongyang Wang, Yu Shi, Xiang-Dong Zhou |
| 2023 | ACL | Pre-trained Language Model with Prompts for Temporal Knowledge Graph Completion. | Wenjie Xu, Ben Liu, Miao Peng, Xu Jia, Min Peng |
| 2023 | APWEB | Reliability Scheduling Algorithm for Heterogeneous Multi-verified Time Systems. | Fang Liu, Xing Gao, Di Cheng, Min Peng, Yanxiang He |
| 2023 | ICASSP | A Benchmark for Evaluating Robustness of Spoken Language Understanding Models in Slot Filling. | Meizheng Peng, Xu Jia, Min Peng |
| 2023 | ICIP | Multi-Semantic Alignment Co-Reasoning Network for Video Question Answering. | Min Peng, Liangchen Liu, Zhenghao Li, Yu Shi, Xiangdong Zhou |
| 2023 | IJCNN | Two-Stream Heterogeneous Graph Network with Dynamic Interactive Learning for Video Question Answering. | Min Peng, Xiaohu Shao, Yu Shi, Xiangdong Zhou |
| 2023 | KDD | Select and Trade: Towards Unified Pair Trading with Hierarchical Reinforcement Learning. | Weiguang Han, Boyi Zhang, Qianqian Xie, Min Peng, Yanzhao Lai, Jimin Huang |
| 2022 | ASPDAC | Lamina: Low Overhead Wear Leveling for NVM with Bounded Tail. | Jiacheng Huang, Min Peng, Libing Wu, Chun Jason Xue, Qingan Li |
| 2022 | DAC | GLite: a fast and efficient automatic graph-level optimizer for large-scale DNNs. | Jiaqi Li, Min Peng, Qingan Li, Meizheng Peng, Mengting Yuan |
| 2022 | EMNLP | SMiLE: Schema-augmented Multi-level Contrastive Learning for Knowledge Graph Link Prediction. | Miao Peng, Ben Liu, Qianqian Xie, Wenjie Xu, Hua Wang, Min Peng |
| 2022 | IJCAI | Multilevel Hierarchical Network with Multiscale Sampling for Video Question Answering. | Min Peng, Chongyang Wang, Yuan Gao, Yu Shi, Xiang-Dong Zhou |
| 2022 | IJCNN | DGR: Decomposition Graph Reconstruction for Question Understanding. | Weiguang Han, Jimin Huang, Qianqian Xie, Min Peng |
| 2021 | ACL | Graph Relational Topic Model with Higher-order Graph Attention Auto-encoders. | Qianqian Xie, Jimin Huang, Pan Du, Min Peng |
| 2021 | IJCNN | DCEN: A Decoupled Context Enhanced Network For Few-shot Slot Tagging. | Youliang Yuan, Jiaxin Pan, Xu Jia, Luchen Liu, Min Peng |
| 2021 | ISPA | Software-Hardware Co-Optimization for CNNs Based on Reconfigurable Devices. | Fang Liu, Zimeng Fan, Yanxiang He, Min Peng |
| 2021 | NAACL | Inductive Topic Variational Graph Auto-Encoder for Text Classification. | Qianqian Xie, Jimin Huang, Pan Du, Min Peng, Jian-Yun Nie |
| 2021 | WWW | Graph Topic Neural Network for Document Representation. | Qianqian Xie, Jimin Huang, Pan Du, Min Peng, Jian-Yun Nie |
| 2021 | WISE | A Dual Reinforcement Network for Classical and Modern Chinese Text Style Transfer. | Minzhang Xu, Min Peng, Fang Liu |
| 2020 | IJCNN | Hierarchical Embedding for Code Search in Software Q&A Sites. | Ruitong Li, Gang Hu, Min Peng |
| 2020 | ISPA | A cross-blockchain based distributed crowdsouring system for Internet of Things. | Min Peng, QinYang Miao, Hui Lin, Xiaoding Wang |
| 2020 | WWW | FakeFinder: Twitter Fake News Detection on Mobile. | Lin Tian, Xiuzhen Zhang, Min Peng |
| 2019 | ACII | A Novel Apex-Time Network for Cross-Dataset Micro-Expression Recognition. | Min Peng, Chongyang Wang, Tao Bi, Yu Shi, Xiangdong Zhou, Tong Chen |
| 2019 | ACII | Learning Temporal and Bodily Attention in Protective Movement Behavior Detection. | Chongyang Wang, Min Peng, Temitayo A. Olugbade, Nicholas D. Lane, Amanda C. de C. Williams, Nadia Bianchi-Berthouze |
| 2019 | ICDM | Discriminative Regularized Deep Generative Models for Semi-Supervised Learning. | Qianqian Xie, Jimin Huang, Min Peng, Yihan Zhang, Kaifei Peng, Hua Wang |
| 2019 | IJCNN | Dilated Convolutional Networks Incorporating Soft Entity Type Constraints for Distant Supervised Relation Extraction. | Min Peng, Weilong Hu, Gang Tian, Bin Wang, Hua Wang, Gang Wang |
| 2019 | IJCNN | Discriminative Regularization with Conditional Generative Adversarial Nets for Semi-Supervised Learning. | Qianqian Xie, Min Peng, Jimin Huang, Bin Wang, Hua Wang |
| 2019 | WISE | Pattern Filtering Attention for Distant Supervised Relation Extraction via Online Clustering. | Min Peng, Qingwen Liao, Weilong Hu, Gang Tian, Hua Wang, Yanchun Zhang |
| 2018 | ACL | Neural Sparse Topical Coding. | Min Peng, Qianqian Xie, Hua Wang, Yanchun Zhang, Xiuzhen Zhang, Jimin Huang, Gang Tian |
| 2018 | CSCWD | Emerging Topic Detection from Microblog Streams Based on Emerging Pattern Mining. | Min Peng, Shuang Ouyang, Jiahui Zhu, Jiajia Huang, Hua Wang, Jianming Yong |
| 2018 | CSCWD | Block Bayesian Sparse Topical Coding. | Min Peng, Hongliang Shi, Qianqian Xie, Yihan Zhang, Hua Wang, Zhaoyunfei Li, Jianming Yong |
| 2018 | WISE | Topic-Net Conversation Model. | Min Peng, Dian Chen, Qianqian Xie, Yanchun Zhang, Hua Wang, Gang Hu, Wang Gao, Yihan Zhang |
| 2017 | VTC | AAOG: Anti-Addiction on Online Gaming Leveraging CSI from Commodity WiFi Devices. | Yu Fu, Min Peng, Qing F. Zhou |
| 2017 | WISE | Topic Detection with Locally Weighted Semi-supervised Collective Learning. | Ye Wang, Yong Quan, Bin Zhou, Yanchun Zhang, Min Peng |
| 2016 | WISE | Improving Distant Supervision of Relation Extraction with Unsupervised Methods. | Min Peng, Jimin Huang, Zhaoyu Sun, Shizhong Wang, Hua Wang, Guangping Zhuo, Gang Tian |
| 2015 | CIKM | Topic Detection from Large Scale of Microblog Stream with High Utility Pattern Clustering. | Jiajia Huang, Min Peng, Hua Wang |
| 2015 | CIKM | Central Topic Model for Event-oriented Topics Mining in Microblog Stream. | Min Peng, Jiahui Zhu, Xuhui Li, Jiajia Huang, Hua Wang, Yanchun Zhang |
| 2013 | WISE | High Quality Microblog Extraction Based on Multiple Features Fusion and Time-Frequency Transformation. | Min Peng, Jiajia Huang, Hui Fu, Jiahui Zhu, Li Zhou, Yanxiang He, Fei Li |
| 2013 | WISE | Co-Learning Ranking for Query-Based Retrieval. | Min Peng, Jiajia Huang, Jiahui Zhu, Li Zhou, Hui Fu, Yanxiang He, Fei Li |
| 2011 | GLOBECOM | Novel path protection scheme for multi-domain networks. | Feng Xu, Feng Gu, Hamed M. K. Alazemi, Min Peng, Nasir Ghani |
| 2010 | GLOBECOM | Conflict Avoidance between Mobility Robustness Optimization and Mobility Load Balancing. | Zhiqiang Liu, Peilin Hong, Kaiping Xue, Min Peng |
| 2010 | HPSR | Advanced crankback provisioning for multi-domain networks. | Feng Xu, Min Peng, Mostafa Esmaeili, Nasir Ghani |
| 2008 | AINA | Wireless Service Attributes Classification and Matching Mechanism Based on Decision Tree. | Min Peng, Laurence Tianruo Yang, Wuqing Zhao, Naixue Xiong |
| 2008 | CSCWD | Authorization approaches for advanced permission-role assignments. | Hua Wang, Jianming Yong, Jiuyong Li, Min Peng |
| 2008 | GPC | The Weighted Shortest Path Search in Mobile GIS Services. | Min Peng, Naixue Xiong, Gang Xie, Laurence Tianruo Yang |