| 2026 | AAAI | MARE: Multimodal Analogical Reasoning for Disease Evolution-Aware Radiology Report Generation. | Qingqing Gao, Tengfei Liu, Xiaoyan Li, Xiaodan Zhang, Zhongfan Sun, Boyue Wang, Baocai Yin, Zhaohui Liu |
| 2026 | ACL | RPC-Bench: A Fine-grained Benchmark for Research Paper Comprehension. | Yelin Chen, Fanjin Zhang, Suping Sun, Yunhe Pang, Yuanchun Wang, Jian Song, Xiaoyan Li, Lei Hou, Shu Zhao, Jie Tang, Juanzi Li |
| 2025 | ADMA | TGMT-FSL: Text-Guided Multi-task Framework for Few-Shot Learning of Histopathological Image Analysis. | Rui Li, Tao Jiang, Hao Xu, Marcin Grzegorzek, Xiaoyan Li, Chen Li |
| 2025 | ICCCN | Resource Trading for Vehicular Edge Computing Networks: A Trust-Based Double Auction Approach. | Weiwei Yang, Xiaoyi Zeng, Jinkai Zheng, Yanfeng Zhang, Xiaoyan Li, Kaihui Liu, Kangle Mu |
| 2025 | ITS | Unravelling Emotional Nuances: A Cross-Linguistic Analysis of Sentiment Differences in Multilingual Movie Versions. | Adam T. Wynn, Jingyun Wang, Xiaoyan Li |
| 2024 | ADMA | An Extended Few-Shot Learning-Based Approach for Histopathological Image Classification of Pan-Cancer in the Digestive System. | Rui Li, Md Mamunur Rahaman, Xiaoyan Li, Hongzan Sun, Jinzhu Yang, Minghe Gao, Marcin Grzegorzek, Tao Jiang, Xinyu Huang, Chen Li |
| 2024 | ADMA | MRes-CNN: A Multi-branch Residual CNN for Colorectal Histopathological Image Classification. | Lingling Yuan, Md Mamunur Rahaman, Hongzan Sun, Xiaoyan Li, Marcin Grzegorzek, Ning Xu, Chen Li |
| 2024 | CSCWD | VIG: Visual Information-Guided Knowledge-Based Visual Question Answering. | Heng Liu, Boyue Wang, Yanfeng Sun, Xiaoyan Li, Yongli Hu, Baocai Yin |
| 2024 | ICRA | FastOcc: Accelerating 3D Occupancy Prediction by Fusing the 2D Bird's-Eye View and Perspective View. | Jiawei Hou, Xiaoyan Li, Wenhao Guan, Gang Zhang, Di Feng, Yuheng Du, Xiangyang Xue, Jian Pu |
| 2024 | KDD | OAG-Bench: A Human-Curated Benchmark for Academic Graph Mining. | Fanjin Zhang, Shijie Shi, Yifan Zhu, Bo Chen, Yukuo Cen, Jifan Yu, Yelin Chen, Lulu Wang, Qingfei Zhao, Yuqing Cheng, Tianyi Han, Yuwei An, Dan Zhang, Weng Lam Tam, Kun Cao, Yunhe Pang, Xinyu Guan, Huihui Yuan, Jian Song, Xiaoyan Li, Yuxiao Dong, Jie Tang |
| 2024 | MICRO | SambaNova SN40L: Scaling the AI Memory Wall with Dataflow and Composition of Experts. | Raghu Prabhakar, Ram Sivaramakrishnan, Darshan Gandhi, Yun Du, Mingran Wang, Xiangyu Song, Kejie Zhang, Tianren Gao, Angela Wang, Xiaoyan Li, Yongning Sheng, Joshua Brot, Denis Sokolov, Apurv Vivek, Calvin Leung, Arjun Sabnis, Jiayu Bai, Tuowen Zhao, Mark Gottscho, David Jackson, Mark Luttrell, Manish K. Shah, Zhengyu Chen, Kaizhao Liang, Swayambhoo Jain, Urmish Thakker, Dawei Huang, Sumti Jairath, Kevin J. Brown, Kunle Olukotun |
| 2023 | CVPR | Center Focusing Network for Real-Time LiDAR Panoptic Segmentation. | Xiaoyan Li, Gang Zhang, Boyue Wang, Yongli Hu, Baocai Yin |
| 2023 | HCI | Negotiating Water Cooler Conversations Remotely: Perspectives from PhD Students During COVID-19. | Xiaoyan Li, Susan R. Fussell |
| 2023 | ICANN | Combining Edge-Guided Attention and Sparse-Connected U-Net for Detection of Image Splicing. | Lin Wan, Lichao Su, Huan Luo, Xiaoyan Li |
| 2023 | KDD | Web-Scale Academic Name Disambiguation: The WhoIsWho Benchmark, Leaderboard, and Toolkit. | Bo Chen, Jing Zhang, Fanjin Zhang, Tianyi Han, Yuqing Cheng, Xiaoyan Li, Yuxiao Dong, Jie Tang |
| 2022 | ECCV | Sequential Multi-view Fusion Network for Fast LiDAR Point Motion Estimation. | Gang Zhang, Xiaoyan Li, Zhenhua Wang |
| 2022 | IJCAI | PRNet: Point-Range Fusion Network for Real-Time LiDAR Semantic Segmentation. | Xiaoyan Li, Gang Zhang, Tao Jiang, Xufen Cai, Zhenhua Wang |
| 2022 | ICRA | CPGNet: Cascade Point-Grid Fusion Network for Real-Time LiDAR Semantic Segmentation. | Xiaoyan Li, Gang Zhang, Hongyu Pan, Zhenhua Wang |
| 2022 | MMSP | An automatic performance test and evaluation system for IRFPA. | Jingjie Jiao, Xiaoyan Li, Wenwen Huang, Lixing Zhao, Fansheng Chen |
| 2021 | QRS | The Rg-conditional connectivity and diagnosablility of generalized exchanged X-cubes. | Yufang Zhang, Ximeng Liu, Xiaoyan Li, Wanling Lin, Hongbin Zhuang |
| 2020 | AI | Exploring Deep Anomaly Detection Methods Based on Capsule Net. | Xiaoyan Li, Iluju Kiringa, Tet Hin Yeap, Xiaodan Zhu, Yifeng Li |
| 2020 | CEC | Niching Evolutionary Computation With a Priori Estimate for Solving Multi-Solution Traveling Salesman Problem. | Ting Huang, Yue-Jiao Gong, Xiaoyan Li, Xiao-Min Hu, Jun Zhang |
| 2020 | IJCNN | Anomaly Detection Based on Unsupervised Disentangled Representation Learning in Combination with Manifold Learning. | Xiaoyan Li, Iluju Kiringa, Tet Hin Yeap, Xiaodan Zhu, Yifeng Li |
| 2019 | GLOBECOM | Similarity-Guided Multimedia Recommendation in Heterogeneous Information Network. | Jun Tao, Xiaoyan Li, Jinghao Li, Qian Fang, Zuyan Wang, Fei Tong |
| 2019 | ICCV | Weakly Supervised Object Detection With Segmentation Collaboration. | Xiaoyan Li, Meina Kan, Shiguang Shan, Xilin Chen |
| 2018 | ICA3PP | Towards the Independent Spanning Trees in the Line Graphs of Interconnection Networks. | Baolei Cheng, Jianxi Fan, Xiaoyan Li, Guijuan Wang, Jingya Zhou, Yuejuan Han |
| 2017 | ICNC | Risks and risk control of wind power enterprises. | Qiquan Wang, Xiaoyan Li, Shuhao Li, Songli Yang |
| 2017 | ISNN | Online Multi-threshold Learning with Imbalanced Data Stream. | Xufen Cai, Min Yang, Rong Zhu, Xiaoyan Li, Long Ye, Qin Zhang |
| 2016 | APSCC | Analysis of Big Data Platform with OpenStack and Hadoop. | Xiaoyan Li, ZhiHui Lu, Nini Wang, Jie Wu, Shalin Huang |
| 2016 | APSCC | Comparison and Improvement of Hadoop MapReduce Performance Prediction Models in the Private Cloud. | Nini Wang, Jian Yang, ZhiHui Lu, Xiaoyan Li, Jie Wu |
| 2012 | ICCCN | Reducing the Computational Cost of Ratio-Based Indoor Localization. | John Keller, Xiaoyan Li |
| 2011 | INFOCOM | Designing localization algorithms robust to signal strength attacks. | Xiaoyan Li, Yingying Chen, Jie Yang, Xiuyuan Zheng |
| 2010 | CoNLL | Exploiting Multi-Features to Detect Hedges and their Scope in Biomedical Texts. | Huiwei Zhou, Xiaoyan Li, Degen Huang, Zezhong Li, Yuansheng Yang |
| 2010 | MASS | Characterizing the impact of multi-frequency and multi-power on localization accuracy. | Xiuyuan Zheng, Hongbo Liu, Jie Yang, Yingying Chen, John-Austen Francisco, Richard P. Martin, Xiaoyan Li |
| 2010 | SECON | Designing Localization Algorithms Robust to Signal Strength Attacks. | Xiaoyan Li |
| 2009 | ICIG | Infrared and Visible Image Fusion Scheme Based on Contourlet Transform. | Wei Cai, Min Li, Xiaoyan Li |
| 2009 | ICIG | The Research of 3D Terrain Generation and Interactivity Realization Techniques in Virtual Battlefield Environment. | Xiaoyan Li, Min Li, Wei Cai |
| 2009 | MASS | Ratio-based Zero-profiling Indoor Localization. | Xiaoyan Li |
| 2009 | SERVICES | Building an On-line Geospatial Analysis System with AJAX and Web Services. | Weiguo Han, Liping Di, Peisheng Zhao, Xiaoyan Li |
| 2008 | ECIR | Enhancing Relevance Models with Adaptive Passage Retrieval. | Xiaoyan Li, Zhigang Zhu |
| 2008 | ISNN | Adaptive Image Segmentation Using Modified Pulse Coupled Neural Network. | Wei Cai, Gang Li, Min Li, Xiaoyan Li |
| 2008 | ISNN | A Novel Pixel-Level and Feature-Level Combined Multisensor Image Fusion Scheme. | Min Li, Gang Li, Wei Cai, Xiaoyan Li |
| 2008 | WWW | Pivotbrowser: a tag-space image searching prototype. | Xiaoyan Li, Lidan Shou, Gang Chen, Xiaolong Zhang, Tianlei Hu, Jinxiang Dong |
| 2008 | W2GIS | Design and Implementation of GeoBrain Online Analysis System (GeOnAS). | Weiguo Han, Liping Di, Peisheng Zhao, Yaxing Wei, Xiaoyan Li |
| 2007 | DASFAA | An Image-Semantic Ontological Framework for Large Image Databases. | Xiaoyan Li, Lidan Shou, Gang Chen, Kian-Lee Tan |
| 2007 | ICANN | Parallel-Series Perceptrons for the Simultaneous Determination of Odor Classes and Concentrations. | Daqi Gao, Jianli Sun, Xiaoyan Li |
| 2006 | CIKM | Improving novelty detection for general topics using sentence level information patterns. | Xiaoyan Li, W. Bruce Croft |
| 2006 | DCOSS | The Robustness of Localization Algorithms to Signal Strength Attacks: A Comparative Study. | Yingying Chen, Konstantinos Kleisouris, Xiaoyan Li, Wade Trappe, Richard P. Martin |
| 2006 | ICNC | An Adaptive Image Segmentation Method Based on a Modified Pulse Coupled Neural Network. | Min Li, Wei Cai, Xiaoyan Li |
| 2006 | VLDB | HISA: A Query System Bridging The Semantic Gap For Large Image Databases. | Gang Chen, Xiaoyan Li, Lidan Shou, Jinxiang Dong, Chun Chen |
| 2006 | SENSYS | GRAIL: general real-time adaptable indoor localization. | Yingying Chen, John-Austen Francisco, Konstantinos Kleisouris, Hongyi Xue, Richard P. Martin, Eiman Elnahrawy, Xiaoyan Li |
| 2006 | WISE | A Latent Image Semantic Indexing Scheme for Image Retrieval on the Web. | Xiaoyan Li, Lidan Shou, Gang Chen, Lujiang Ou |
| 2005 | CIKM | Novelty detection based on sentence level patterns. | Xiaoyan Li, W. Bruce Croft |
| 2005 | IGARSS | Dynamic analysis and prediction of Saline-Alkali land in the western part of Northeast China. | Xiaoyan Li, Zongming Wang, Shuwen Zang |
| 2005 | MASS | A simple ray-sector signal strength model for indoor 802.11 networks. | Xiaoyan Li, Richard P. Martin |
| 2004 | LCN | Active Tapes: Bus-Based Sensor Networks. | Andrew Tjang, Michael Pagliorola, Hiral Patel, Xiaoyan Li, Richard P. Martin |
| 2004 | SENSYS | The limits of localization using RSS. | Eiman Elnahrawy, Xiaoyan Li, Richard P. Martin |
| 2004 | SECON | The limits of localization using signal strength: a comparative study. | Eiman Elnahrawy, Xiaoyan Li, Richard P. Martin |
| 2004 | SECON | Using adaptive range control to maximize 1-hop broadcast coverage in dense wireless networks. | Xiaoyan Li, Thu D. Nguyen, Richard P. Martin |
| 2003 | CIKM | Time-based language models. | Xiaoyan Li, W. Bruce Croft |
| 2003 | SIGIR | Syntactic features in question answering. | Xiaoyan Li |
| 2003 | SENSYS | Using adaptive range control to optimize 1-hop broadcast coverage in dense wireless networks. | Xiaoyan Li, Thu D. Nguyen, Richard P. Martin |
| 2001 | NAACL | Evaluating Question-Answering Techniques in Chinese. | Xiaoyan Li, W. Bruce Croft |