| 2026 | ACL | WSDPO: A Generative Word Sense Disambiguation Framework with Chain-of-Thought and Preference Optimization. | Kunpeng Kang, Shuaimin Li, Kaiyuan Zhang, Luyang Zhang, Jiasheng Si, Bing Xu, Kehai Chen, Muyun Yang, Wenpeng Lu |
| 2026 | ACL | JointCoder: Exploring Automated ICD Coding on Real-World Chinese EHRs with a Multi-Agent Framework. | Kangjun Liu, Zhenyu Li, Jianlei Wang, Hongjiao Guan, Ying Lian, Guoqiang Chen, Tao Xin, Wenpeng Lu |
| 2026 | ACL | Beyond Static Artifacts: An Evolutionary Framework for Synthetic Claim Generation. | Yeqing Teng, Jiasheng Si, Shuxia Lin, Linhai Zhang, Weiyu Zhang, Wenpeng Lu, Deyu Zhou, Xiaoming Wu |
| 2026 | ACL | SOAPTriage: SOAP-Guided Multi-View Clinical Text Modeling Framework for Automated ESI Prediction. | Enming Wang, Jianlei Wang, Xueping Peng, Hongjiao Guan, Yinglong Wang, Sibo Wei, Jianbin Guo, Ruifeng Xu, Wenpeng Lu |
| 2026 | ACL | How Do LLMs and VLMs Understand Viewpoint Rotation Without Vision? An Interpretability Study. | Zhen Yang, Ping Jian, Zhongbin Guo, Zuming Zhang, Chengzhi Li, Yonghong Deng, Xinyue Zhang, Wenpeng Lu |
| 2026 | ACL | Temporal Token Matters: Investigating and Interpreting the Consistency of Temporal Ordering in Large Language Models. | Zhen Yang, Xinyue Zhang, Ping Jian, Chengzhi Li, Zhongbin Guo, Jiaping Feng, Wenpeng Lu |
| 2026 | ACL | D²-RAG: Dual-Decision Retrieval-Augmented Generation via Multi-Dimensional Uncertainty and Utility-Aware Decoding. | Jinshuo Zhang, Xiaoding Zhou, Weiyu Zhang, Guoqiang Chen, Ying Lian, Xiaoyang Meng, Yonghe Chen, Hongjiao Guan, Jiasheng Si, Wenpeng Lu |
| 2026 | PAKDD | Partial Multi-label Learning via Label Anchor Graph. | Jinfu Fan, Fuyu Qi, Linqing Huang, Jian Feng, Zhiyong Li, Qingkai Bu, Wenpeng Lu |
| 2026 | PAKDD | Nonlinear Characteristic-Driven Partial Multi-label Learning. | Fuyu Qi, Linqing Huang, Jian Feng, Zhiyong Li, Qingkai Bu, Wenpeng Lu, Jinfu Fan |
| 2026 | WWW | ContiGuard: A Framework for Continual Toxicity Detection Against Evolving Evasive Perturbations. | Hankun Kang, Xin Miao, Jianhao Chen, Jintao Wen, Mayi Xu, Weiyu Zhang, Wenpeng Lu, Tieyun Qian |
| 2026 | SIGIR | Depression Detection from Social Media: A Mutual Guidance Multi-modal Network with Complementary Graph Learning. | Guocheng Hu, Chaoqun Zheng, Ruifan Zuo, Fengling Li, Dan Shi, Xiaofeng Qu, Wenpeng Lu |
| 2026 | SIGIR | RES-MR: Risk-Aware Reasoning for Explainable and Safe Medication Recommendation. | Cong Wang, Jin Li, Shoujin Wang, Yishuo Li, Huilin Gu, Wenpeng Lu |
| 2025 | AAAI | Learning Together Securely: Prototype-Based Federated Multi-Modal Hashing for Safe and Efficient Multi-Modal Retrieval. | Ruifan Zuo, Chaoqun Zheng, Lei Zhu, Wenpeng Lu, Yuanyuan Xiang, Zhao Li, Xiaofeng Qu |
| 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 | COLING | A Chain-of-Task Framework for Instruction Tuning of LLMs Based on Chinese Grammatical Error Correction. | Xinpeng Liu, Bing Xu, Muyun Yang, Hailong Cao, Conghui Zhu, Tiejun Zhao, Wenpeng Lu |
| 2025 | EMNLP | A Survey on Training-free Alignment of Large Language Models. | Birong Pan, Yongqi Li, Weiyu Zhang, Wenpeng Lu, Mayi Xu, Shen Zhou, Yuanyuan Zhu, Ming Zhong, Tieyun Qian |
| 2025 | EMNLP | Constructing Your Model's Value Distinction: Towards LLM Alignment with Anchor Words Tuning. | Zhen Yang, Ping Jian, Chengzhi Li, Chenxu Wang, Xinyue Zhang, Wenpeng Lu |
| 2025 | EMNLP | RoDEval: A Robust Word Sense Disambiguation Evaluation Framework for Large Language Models. | Luyang Zhang, Shuaimin Li, Yishuo Li, Kunpeng Kang, Kaiyuan Zhang, Cong Wang, Wenpeng Lu |
| 2025 | EMNLP | MADAWSD: Multi-Agent Debate Framework for Adversarial Word Sense Disambiguation. | Kaiyuan Zhang, Qian Liu, Luyang Zhang, Chaoqun Zheng, Shuaimin Li, Bing Xu, Muyun Yang, Xinxiao Qiao, Wenpeng Lu |
| 2025 | EMNLP | Plan Dynamically, Express Rhetorically: A Debate-Driven Rhetorical Framework for Argumentative Writing. | Xueguan Zhao, Wenpeng Lu, Chaoqun Zheng, Weiyu Zhang, Jiasheng Si, Deyu Zhou |
| 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 | ICASSP | HiRes: Hierarchical Feature Optimization and Rescorer for Automatic ICD Coding. | Zhenpeng Liang, Hongjiao Guan, Wenpeng Lu, Xueping Peng, Bing Xu, Muyun Yang |
| 2025 | IJCAI | FS-KEN: Few-shot Knowledge Graph Reasoning by Adversarial Negative Enhancing. | Lingyuan Meng, Ke Liang, Zeyu Zhu, Xinwang Liu, Wenpeng Lu |
| 2025 | IJCNN | Improving Medical Question Summarization through Re-ranking. | Sibo Wei, Xueping Peng, Yan Jiang, Zhao Li, Yan Liu, Zhiqiang Wang, Wenpeng Lu |
| 2025 | KDD | ALSA: Context-Sensitive Prompt Privacy Preservation in Large Language Models. | Hongru Ma, Wenpeng Lu, Yanjie Liang, Tianyi Wang, Qi Zhang, Yingjie Zhu, Jiasheng Si |
| 2025 | PAKDD | A Novel Framework for Multi-hop Reasoning via Alternate Entity and Sequence Generation. | Yong Shang, Weiyu Zhang, Huiting Li, Yang Liu, Wenpeng Lu |
| 2025 | PAKDD | MedConMA: A Confidence-Driven Multi-agent Framework for Medical Q&A. | Rui Wang, Yonghe Chen, Weiyu Zhang, Jiasheng Si, Hongjiao Guan, Xueping Peng, Wenpeng Lu |
| 2025 | WWW | Time-aware Medication Recommendation via Intervention of Dynamic Treatment Regimes. | Yishuo Li, Qi Zhang, Wenpeng Lu, Xueping Peng, Weiyu Zhang, Jiasheng Si, Yongshun Gong, Liang Hu |
| 2024 | ACL | CHECKWHY: Causal Fact Verification via Argument Structure. | Jiasheng Si, Yibo Zhao, Yingjie Zhu, Haiyang Zhu, Wenpeng Lu, Deyu Zhou |
| 2024 | CIKM | Spatio-temporal Graph Normalizing Flow for Probabilistic Traffic Prediction. | Yang An, Zhibin Li, Wei Liu, Haoliang Sun, Meng Chen, Wenpeng Lu, Yongshun Gong |
| 2024 | CIKM | Time-Series Representation Learning via Dual Reference Contrasting. | Rui Yu, Yongshun Gong, Shoujin Wang, Jiasheng Si, Xueping Peng, Bing Xu, Wenpeng Lu |
| 2024 | COLING | Medical Entity Disambiguation with Medical Mention Relation and Fine-grained Entity Knowledge. | Wenpeng Lu, Guobiao Zhang, Xueping Peng, Hongjiao Guan, Shoujin Wang |
| 2024 | CSCWD | Significance-aware Medication Recommendation with Medication Representation Learning. | Yishuo Li, Zhufeng Shao, Weimin Chen, Shoujin Wang, Yuehan Du, Wenpeng Lu |
| 2024 | CSCWD | Collaborative Prediction of Drug-target Interaction using Sequence-based CNN and Transformer. | Huiting Li, Weiyu Zhang, Yong Shang, Wenpeng Lu |
| 2024 | CSCWD | Multi-view Contrastive Learning for Medical Question Summarization. | Sibo Wei, Xueping Peng, Hongjiao Guan, Lina Geng, Ping Jian, Hao Wu, Wenpeng Lu |
| 2024 | CSCWD | Multi-Channel Hypergraph Network for Sequential Diagnosis Prediction in Healthcare. | Xin Zhang, Xueping Peng, Weimin Chen, Weiyu Zhang, Xiaoqiang Ren, Wenpeng Lu |
| 2024 | CSCWD | Thinking the Importance of Patient's Chief Complaint in TCM Syndrome Differentiation. | Zhizhuo Zhao, Xueping Peng, Yong Li, Hao Wu, Weiyu Zhang, Wenpeng Lu |
| 2024 | EMNLP | Self-Evaluation of Large Language Model based on Glass-box Features. | Hui Huang, Yingqi Qu, Jing Liu, Muyun Yang, Bing Xu, Tiejun Zhao, Wenpeng Lu |
| 2024 | EMNLP | Denoising Rationalization for Multi-hop Fact Verification via Multi-granular Explainer. | Jiasheng Si, Yingjie Zhu, Wenpeng Lu, Deyu Zhou |
| 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 | ICASSP | Filter-Enhanced Hypergraph Transformer for Multi-Behavior Sequential Recommendation. | Zhufeng Shao, Shoujin Wang, Wenpeng Lu, Weiyu Zhang, Hongjiao Guan, Long Zhao |
| 2024 | IJCNN | Semantic Reconstruction Guided Missing Cross-modal Hashing. | Yafang Li, Chaoqun Zheng, Ruifan Zuo, Wenpeng Lu |
| 2023 | CSCWD | Unsupervised Graph Neural Network with Self-Expressive Attention for Community Detection. | Xu Sun, Weiyu Zhang, Xinchao Guo, Wenpeng Lu |
| 2023 | DASFAA | Intention-Aware User Modeling for Personalized News Recommendation. | Rongyao Wang, Shoujin Wang, Wenpeng Lu, Xueping Peng, Weiyu Zhang, Chaoqun Zheng, Xinxiao Qiao |
| 2023 | ICCV | Knowledge-Aware Prompt Tuning for Generalizable Vision-Language Models. | Baoshuo Kan, Teng Wang, Wenpeng Lu, Xiantong Zhen, Weili Guan, Feng Zheng |
| 2023 | ICPADS | Fusion of Dynamic Hypergraph and Clinical Event for Sequential Diagnosis Prediction. | Xin Zhang, Xueping Peng, Hongjiao Guan, Long Zhao, Xinxiao Qiao, Wenpeng Lu |
| 2023 | IJCNN | Multi-view Feature Fusion Based on Self-attention Mechanism for Drug-drug Interaction Prediction. | Hui Han, Weiyu Zhang, Xu Sun, Wenpeng Lu |
| 2022 | COLING | Word Sense Disambiguation with Knowledge-Enhanced and Local Self-Attention-based Extractive Sense Comprehension. | Guobiao Zhang, Wenpeng Lu, Xueping Peng, Shoujin Wang, Baoshuo Kan, Rui Yu |
| 2022 | DSAA | A Systematical Evaluation for Next-Basket Recommendation Algorithms. | Zhufeng Shao, Shoujin Wang, Qian Zhang, Wenpeng Lu, Zhao Li, Xueping Peng |
| 2022 | ICASSP | News Recommendation Via Multi-Interest News Sequence Modelling. | Rongyao Wang, Shoujin Wang, Wenpeng Lu, Xueping Peng |
| 2022 | ICONIP | Variational Graph Embedding for Community Detection. | Xu Sun, Weiyu Zhang, Zhengkai Wang, Wenpeng Lu |
| 2022 | IJCNN | A Model for COVID-19 Prediction Based on Spatio-temporal Convolutional Network. | Zhengkai Wang, Weiyu Zhang, Zhongxiu Xia, Wenpeng Lu |
| 2022 | IJCNN | Correlation Encoder-Decoder Model for Text Generation. | Xu Zhang, Yifeng Li, Xueping Peng, Xinxiao Qiao, Hui Zhang, Wenpeng Lu |
| 2022 | IJCNN | Chinese Sentence Matching with Multiple Alignments and Feature Augmentation. | Youhui Zuo, Xueping Peng, Wenpeng Lu, Shoujin Wang, Zhao Li, Weiyu Zhang, Yi Zhai |
| 2022 | KSEM | Word Sense Disambiguation Based on Memory Enhancement Mechanism. | Baoshuo Kan, Wenpeng Lu, Xueping Peng, Shoujin Wang, Guobiao Zhang, Weiyu Zhang, Xinxiao Qiao |
| 2022 | PAKDD | Rethinking Adjacent Dependency in Session-Based Recommendations. | Qian Zhang, Shoujin Wang, Wenpeng Lu, Chong Feng, Xueping Peng, Qingxiang Wang |
| 2021 | DSAA | Sequential Dependency Enhanced Graph Neural Networks for Session-based Recommendations. | Wei Guo, Shoujin Wang, Wenpeng Lu, Hao Wu, Qian Zhang, Zhufeng Shao |
| 2021 | ICONIP | Multi-Perspective Interactive Model for Chinese Sentence Semantic Matching. | Baoshuo Kan, Wenpeng Lu, Fangfang Li, Hao Wu, Pengyu Zhao, Xu Zhang |
| 2021 | IJCNN | Sentence Semantic Matching with Hierarchical CNN Based on Dimension-augmented Representation. | Rui Yu, Wenpeng Lu, Yifeng Li, Jiguo Yu, Guoqiang Zhang, Xu Zhang |
| 2021 | IJCNN | Chinese Semantic Matching with Multi-granularity Alignment and Feature Fusion. | Pengyu Zhao, Wenpeng Lu, Yifeng Li, Jiguo Yu, Ping Jian, Xu Zhang |
| 2020 | COLING | Intra-Correlation Encoding for Chinese Sentence Intention Matching. | Xu Zhang, Yifeng Li, Wenpeng Lu, Ping Jian, Guoqiang Zhang |
| 2020 | PAKDD | Chinese Sentence Semantic Matching Based on Multi-Granularity Fusion Model. | Xu Zhang, Wenpeng Lu, Guoqiang Zhang, Fangfang Li, Shoujin Wang |
| 2018 | ICNC | Grade Prediction of Student Academic Performance with Multiple Classification Models. | Xu Zhang, Ruojuan Xue, Bin Liu, Wenpeng Lu, Yiqun Zhang |