| 2026 | ACL | Beyond Fully Random Masking: Attention-Guided Denoising and Optimization for Diffusion Language Models. | Jia Deng, Junyi Li, Xin Zhao, Jinpeng Wang, Hongyu Lu, Ji-Rong Wen |
| 2026 | ACL | Experience-Driven Reflective Co-Evolution of Prompts and Heuristics for Autonomous Algorithm Design. | Yihong Liu, Junyi Li, Hongyu Lu, Xin Zhao, Ji-Rong Wen |
| 2026 | ACL | Web Sitemap Knowledge Can Enhance Autonomous Browsing. | Yuyao Zhang, Hongyu Lu, Jiajie Jin, Hongjin Qian, Shiyu Li, Zhao Yang, Yutao Zhu, Ji-Rong Wen, Zhicheng Dou |
| 2026 | WWW | GenCI: Generative Modeling of User Interest Shift via Cohort-based Intent Learning for CTR Prediction. | Kesha Ou, Zhen Tian, Wayne Xin Zhao, Hongyu Lu, Ji-Rong Wen |
| 2026 | SIGIR | Universal Item Tokenization for Transferable Generative Recommendation. | Bowen Zheng, Hongyu Lu, Yu Chen, Wayne Xin Zhao, Ji-Rong Wen |
| 2025 | CIKM | Autonomous Reasoning-Retrieval for Large Language Model Based Recommendation. | Bowen Zheng, Xiaolei Wang, Enze Liu, Xi Wang, Hongyu Lu, Yu Chen, Wayne Xin Zhao, Ji-Rong Wen |
| 2025 | KDD | Enhancing Graph Contrastive Learning with Reliable and Informative Augmentation for Recommendation. | Bowen Zheng, Junjie Zhang, Hongyu Lu, Yu Chen, Ming Chen, Wayne Xin Zhao, Ji-Rong Wen |
| 2025 | WWW | Frequency-Augmented Mixture-of-Heterogeneous-Experts Framework for Sequential Recommendation. | Junjie Zhang, Ruobing Xie, Hongyu Lu, Wenqi Sun, Wayne Xin Zhao, Yu Chen, Zhanhui Kang |
| 2025 | SIGIR | Triplet Contrastive Learning with Learnable Sequence Augmentation for Sequential Recommendation. | Wei Wang, Yujie Lin, Moyan Zhang, Hongyu Lu, Jianli Zhao, Jie Sun, Xianye Ben, Pengjie Ren, Yujun Li |
| 2024 | ECIR | Large Language Models are Zero-Shot Rankers for Recommender Systems. | Yupeng Hou, Junjie Zhang, Zihan Lin, Hongyu Lu, Ruobing Xie, Julian J. McAuley, Wayne Xin Zhao |
| 2024 | ICA3PP | Fake News Detection Across Multiple Domains Using Fuzzy Association Rules. | Xiaofeng Xu, Weisha Zhang, Yuanyuan Huang, Hongyu Lu, Jiazhong Lu |
| 2024 | ICDE | Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation. | Bowen Zheng, Yupeng Hou, Hongyu Lu, Yu Chen, Wayne Xin Zhao, Ming Chen, Ji-Rong Wen |
| 2024 | KDD | Cross-Domain LifeLong Sequential Modeling for Online Click-Through Rate Prediction. | Ruijie Hou, Zhaoyang Yang, Ming Yu, Hongyu Lu, Zhuobin Zheng, Yu Chen, Qinsong Zeng, Ming Chen |
| 2024 | RecSys | Scaling Law of Large Sequential Recommendation Models. | Gaowei Zhang, Yupeng Hou, Hongyu Lu, Yu Chen, Wayne Xin Zhao, Ji-Rong Wen |
| 2023 | ISCAS | A Low-Noise 0.001Hz-lkHz Sample-Level Duty-Cycling Neural Recording System-on-Chip. | Jiajia Wu, Abraham Akinin, Min Lee, Akshay Paul, Hongyu Lu, Yongjae Park, Preston Fowler, Seong-Jin Kim, Patrick P. Mercier, Gert Cauwenberghs |
| 2022 | KDD | Make Fairness More Fair: Fair Item Utility Estimation and Exposure Re-Distribution. | Jiayin Wang, Weizhi Ma, Jiayu Li, Hongyu Lu, Min Zhang, Biao Li, Yiqun Liu, Peng Jiang, Shaoping Ma |
| 2021 | ETFA | Object Tracking Algorithm of Fully-Convolutional Siamese Networks Using the Templates with Suppressed Background Information. | Hongyu Lu, Xiaodong Ren, Min Tong |
| 2021 | IECON | Object Tracking Algorithm with Two-way Parallel Fully-convolutional Siamese Networks. | Hongyu Lu, Xiaodong Ren, Min Tong |
| 2021 | KDD | A Difficulty-Aware Framework for Churn Prediction and Intervention in Games. | Jiayu Li, Hongyu Lu, Chenyang Wang, Weizhi Ma, Min Zhang, Xiangyu Zhao, Wei Qi, Yiqun Liu, Shaoping Ma |
| 2021 | SIGIR | Privacy-Aware Remote Information Retrieval User Experiments Logging Tool. | Hanyu Li, Hongyu Lu, Songhao Huang, Weizhi Ma, Min Zhang, Yiqun Liu, Shaoping Ma |
| 2021 | SIGIR | Standing in Your Shoes: External Assessments for Personalized Recommender Systems. | Hongyu Lu, Weizhi Ma, Min Zhang, Maarten de Rijke, Yiqun Liu, Shaoping Ma |
| 2019 | WWW | Quality Effects on User Preferences and Behaviorsin Mobile News Streaming. | Hongyu Lu, Min Zhang, Weizhi Ma, Yunqiu Shao, Yiqun Liu, Shaoping Ma |
| 2019 | SIGIR | Effects of User Negative Experience in Mobile News Streaming. | Hongyu Lu, Min Zhang, Weizhi Ma, Ce Wang, Feng Xia, Yiqun Liu, Leyu Lin, Shaoping Ma |
| 2018 | SIGIR | Between Clicks and Satisfaction: Study on Multi-Phase User Preferences and Satisfaction for Online News Reading. | Hongyu Lu, Min Zhang, Shaoping Ma |
| 2017 | WISE | Auxiliary Service Recommendation for Online Flight Booking. | Hongyu Lu, Jian Cao, Yudong Tan, Quan-Wu Xiao |
| 2008 | IWCIA | A Theoretical Solution to Partial Volume MAP-EM Tissue Mixture Segmentation 93 for CT/MRI Imaging Modalities. | Su Wang, Hongyu Lu, Zhengrong Liang |