| 2026 | AAAI | Backtrace Mamba: Reviving Critical Temporal Contexts via Hierarchical Memory Compression for Online Action Detection. | Su Yan, Jiahua Li, Kun Wei, Cheng Deng |
| 2026 | ACL | Rotation Control Unlearning: Quantifying and Controlling Continuous Unlearning for LLM with The Cognitive Rotation Space. | Xiang Zhang, Kun Wei, Xu Yang, Jiahua Li, Su Yan, Cheng Deng |
| 2025 | IROS | MSPA-LIO: LiDAR-Inertial Odometry with Multi-Scale Plane Adjustment. | Su Yan, Shuying Zhao, Yunzhou Zhang, Hengwang Ding, Wu Li, Sizhan Wang, Song Wu |
| 2025 | WSDM | Exploration and Exploitation of Hard Negative Samples for Cross-Domain Sequential Recommendation. | Yidan Wang, Xuri Ge, Xin Chen, Ruobing Xie, Su Yan, Xu Zhang, Zhumin Chen, Jun Ma, Xin Xin |
| 2024 | CIKM | Content-Based Collaborative Generation for Recommender Systems. | Yidan Wang, Zhaochun Ren, Weiwei Sun, Jiyuan Yang, Zhixiang Liang, Xin Chen, Ruobing Xie, Su Yan, Xu Zhang, Pengjie Ren, Zhumin Chen, Xin Xin |
| 2024 | DASFAA | Style Controlling in Recommendation. | Ruobing Xie, Xin Chen, Su Yan, Jinghan Chen, Xu Zhang, Xingwu Sun, Leyu Lin, Zhanhui Kang |
| 2023 | ICASSP | Super-Resolution for Macro X-Ray Fluorescence Data Collected from Old Master Paintings. | Su Yan, Herman Verinaz-Jadan, Junjie Huang, Nathan Daly, Catherine Higgitt, Pier Luigi Dragotti |
| 2020 | CIKM | Learning to Build User-tag Profile in Recommendation System. | Su Yan, Xin Chen, Ran Huo, Xu Zhang, Leyu Lin |
| 2020 | ICASSP | Revealing Hidden Drawings in Leonardo's 'the Virgin of the Rocks' from Macro X-Ray Fluorescence Scanning Data through Element Line Localisation. | Su Yan, Jun-Jie Huang, Nathan Daly, Catherine Higgitt, Pier Luigi Dragotti |
| 2018 | ICARCV | Design and Simulation Optimization of a Novel Oocyte Ultrasonic Micro-dissection Instrument. | Xiwei Gao, Haibo Huang, Liguo Chen, Mingqiang Pan, Su Yan, Yaqing Li, Lining Sun |
| 2018 | ISNN | An Artificial Neural Network for Solving Quadratic Zero-One Programming Problems. | Wen Han, Su Yan, Xingnan Wen, Sitian Qin, Guocheng Li |
| 2018 | WWW | Beyond Keywords and Relevance: A Personalized Ad Retrieval Framework in E-Commerce Sponsored Search. | Su Yan, Wei Lin, Tianshu Wu, Daorui Xiao, Xu Zheng, Bo Wu, Kaipeng Liu |
| 2016 | KDD | From Online Behaviors to Offline Retailing. | Ping Luo, Su Yan, Zhiqiang Liu, Zhiyong Shen, Shengwen Yang, Qing He |
| 2015 | ICTAI | A Multi-objective Memetic Algorithm for Network-Wide Flights Planning Optimization. | Su Yan, Kaiquan Cai, Yanbo Zhu |
| 2013 | ITA | SAR codes. | Bertrand M. Hochwald, David J. Love, Su Yan, Jianming Jin |
| 2012 | KDD | Learning to extract chemical names based on random text generation and incomplete dictionary. | Su Yan, W. Scott Spangler, Ying Chen |
| 2011 | AAAI | Cross Media Entity Extraction and Linkage for Chemical Documents. | Su Yan, W. Scott Spangler, Ying Chen |
| 2011 | CICLING | Costco: Robust Content and Structure Constrained Clustering of Networked Documents. | Su Yan, Dongwon Lee, Alex Hai Wang |
| 2010 | ICDM | SIMPLE: Interactive Analytics on Patent Data. | W. Scott Spangler, Ying Chen, Jeffrey T. Kreulen, Stephen Boyer, Thomas D. Griffin, Alfredo Alba, Linda Kato, Ana Lelescu, Su Yan |
| 2009 | PAKDD | Pairwise Constrained Clustering for Sparse and High Dimensional Feature Spaces. | Su Yan, Alex Hai Wang, Dongwon Lee, C. Lee Giles |
| 2008 | ICNC | A Method for Handwritten Digits Classification. | Su Yan, Jiufen Zhao, JiuLing Zhao, Junying Li, Hudong Ma |
| 2008 | ISM | LeeDeo: Web-Crawled Academic Video Search Engine. | Dongwon Lee, Hung-sik Kim, Eun Kyung Kim, Su Yan, Johnny Chen, Jeongkyu Lee |
| 2006 | ETRA | Visual attention in 3D video games. | Su Yan, Magy Seif El-Nasr |