| 2026 | AAAI | Multi-Aspect Cross-modal Quantization for Generative Recommendation. | Fuwei Zhang, Xiaoyu Liu, Dongbo Xi, Jishen Yin, Huan Chen, Peng Yan, Fuzhen Zhuang, Zhao Zhang |
| 2026 | ACL | ReList: A Multi-objective Reasoning Framework for Diversified Listwise Query Recommendation. | Shuxian Bi, Chenxu Wang, Wenjie Wang, Yueqi Mou, Fuli Feng, Tang Biao, Peng Yan |
| 2026 | ACL | TrendFact: A Benchmark Towards Hotspot Perception in Automatic Fact-Checking. | Xiaocheng Zhang, Xi Wang, Yifei Lu, Jianing Wang, Zhuangzhuang Ye, Mengjiao Bao, Peng Yan, Xiaohong Su |
| 2025 | AAAI | Self-Evolutionary Large Language Models Through Uncertainty-Enhanced Preference Optimization. | Jianing Wang, Yang Zhou, Xiaocheng Zhang, Mengjiao Bao, Peng Yan |
| 2025 | ACL | Consistency-Aware Online Multi-Objective Alignment for Related Search Query Generation. | Shuxian Bi, Chongming Gao, Wenjie Wang, Yueqi Mou, Chenxu Wang, Tang Biao, Peng Yan, Fuli Feng |
| 2025 | ACL | From Observation to Understanding: Front-Door Adjustments with Uncertainty Calibration for Enhancing Egocentric Reasoning in LVLMs. | Shenshen Li, Wenxin Meng, Lei Wang, Hao Yang, Chong Peng, Peng Yan, Fumin Shen, Jingkuan Song, Heng Tao Shen, Xing Xu |
| 2025 | ADMA | cFedLoRA: Clustered Aggregation for Federated LoRA. | Qi Cheng, Peng Yan, Guodong Long |
| 2025 | CIKM | LinkedIn Post Embeddings: Industrial Scale Embedding Generation and Usage across LinkedIn. | Sudarshan Srinivasa Ramanujam, Akanksha Bindal, Yu Jiang, Timothy J. Hazen, David Golland, Fengyu Zhang, Daqi Sun, Wanning Li, Birjodh Singh Tiwana, Siddharth Dangi, Peng Yan |
| 2025 | IROS | An Inflatable Deployable Origami Grasper for Adaptive and High-Load Grasping. | Peng Yan, Guang Liang, Sen Wang, Hailin Huang, Wei Wang, Xu Li, Bing Li |
| 2025 | QCE | Towards Efficient Verification of Computation in Quantum Devices. | Keren Li, Peng Yan, Hanru Jiang, Nengkun Yu |
| 2025 | WWW | MedShort: Medicine Shortage Detection on Social Media with Privacy Preservation. | Xueping Peng, Peng Yan, Tao Shen, Ming Xie, Guodong Long |
| 2025 | WWW | Personalized Image Generation with Large Multimodal Models. | Yiyan Xu, Wenjie Wang, Yang Zhang, Biao Tang, Peng Yan, Fuli Feng, Xiangnan He |
| 2025 | WWW | Federated Intelligence in Web: A Tutorial. | Peng Yan, Shengchao Chen, Guodong Long |
| 2025 | VEHITS | A Universal Railway Obstacle Detection System Based on Optical-Flow Guided Semi-Supervised Segmentation. | Qiushi Guo, Bin Cao, Dehao Hao, Cheng Wang, Lijun Chen, Peng Yan |
| 2025 | VEHITS | Enhancing Railway Obstacle Detection System Based on Incremental Learning. | Qiushi Guo, Bin Cao, Dehao Hao, Cheng Wang, Lijun Chen, Peng Yan |
| 2024 | CAV | Approximate Relational Reasoning for Quantum Programs. | Peng Yan, Hanru Jiang, Nengkun Yu |
| 2024 | EMNLP | Calibrating the Confidence of Large Language Models by Eliciting Fidelity. | Mozhi Zhang, Mianqiu Huang, Rundong Shi, Linsen Guo, Chong Peng, Peng Yan, Yaqian Zhou, Xipeng Qiu |
| 2024 | KDD | GPFedRec: Graph-Guided Personalization for Federated Recommendation. | Chunxu Zhang, Guodong Long, Tianyi Zhou, Zijian Zhang, Peng Yan, Bo Yang |
| 2024 | RecSys | Large Scale Hierarchical User Interest Modeling for Click-through Rate Prediction. | Taofeng Xue, Zhimin Lin, Zijian Zhang, Linsen Guo, Haoru Chen, Mengjiao Bao, Peng Yan |
| 2024 | WWW | When Federated Recommendation Meets Cold-Start Problem: Separating Item Attributes and User Interactions. | Chunxu Zhang, Guodong Long, Tianyi Zhou, Zijian Zhang, Peng Yan, Bo Yang |
| 2023 | IJCAI | Dual Personalization on Federated Recommendation. | Chunxu Zhang, Guodong Long, Tianyi Zhou, Peng Yan, Zijian Zhang, Chengqi Zhang, Bo Yang |
| 2022 | KDD | Practical Counterfactual Policy Learning for Top-K Recommendations. | Yaxu Liu, Jui-Nan Yen, Bo-Wen Yuan, Rundong Shi, Peng Yan, Chih-Jen Lin |
| 2021 | KDD | Modeling the Sequential Dependence among Audience Multi-step Conversions with Multi-task Learning in Targeted Display Advertising. | Dongbo Xi, Zhen Chen, Peng Yan, Yinger Zhang, Yongchun Zhu, Fuzhen Zhuang, Yu Chen |
| 2019 | IJCNN | A Shortcut-Stacked Document Encoder for Extractive Text Summarization. | Peng Yan, Linjing Li, Daniel Zeng |
| 2019 | ISI | Quantum-Inspired Density Matrix Encoder for Sexual Harassment Personal Stories Classification. | Peng Yan, Linjing Li, Weiyun Chen, Daniel Zeng |
| 2019 | RecSys | Session-based item recommendation with pairwise features. | Zhe Wang, Yangbo Gao, Huan Chen, Peng Yan |
| 2017 | ISI | Mapping users across social media platforms by integrating text and structure information. | Song Sun, Qiudan Li, Peng Yan, Daniel Dajun Zeng |
| 2015 | RecSys | E-Commerce Item Recommendation Based on Field-aware Factorization Machine. | Peng Yan, Xiaocong Zhou, Yitao Duan |
| 2014 | SDM | WCAMiner: A Novel Knowledge Discovery System for Mining Concept Associations using Wikipedia. | Peng Yan, Wei Jin |
| 2013 | NLDB | A New Approach for Improving Cross-Document Knowledge Discovery Using Wikipedia. | Peng Yan, Wei Jin |
| 2012 | DaWaK | Improving Cross-Document Knowledge Discovery Using Explicit Semantic Analysis. | Peng Yan, Wei Jin |
| 2009 | ISNN | Finite-Time Boundedness Analysis of a Class of Neutral Type Neural Networks with Time Delays. | Jianfeng Wang, Jigui Jian, Peng Yan |
| 2006 | SAC | Semantic-based information retrieval of biomedical data. | Peng Yan, Yu Jiao, Ali R. Hurson, Thomas E. Potok |
| 2004 | KES | Mining Positive and Negative Fuzzy Association Rules. | Peng Yan, Guoqing Chen, Chris Cornelis, Martine De Cock, Etienne E. Kerre |
| 2003 | ISCC | Variable Structure Control in Active Queue Management for TCP with ECN. | Peng Yan, Yuan Gao, Hitay zbay |