| 2026 | ACL | AdaMix: Adaptive Mixing for Short and Long Reasoning Adapters. | Hao Luo, Xiao Yan, Xinyan Li, Qiming Zeng, Yuhao Lin, Shanshan Feng, Hao Wang, Jiawei Jiang |
| 2026 | KDD | HAL: Accurate, Private, and Efficient Sample Alignment for Multimodal Federated Learning. | Xiaokai Zhou, Xiao Yan, Xinyan Li, Yuxiang Wang, Quanqing Xu, Chuang Hu, Tieyun Qian, Jiawei Jiang |
| 2025 | ICDE | Hounding Data Diversity: Towards Participant Selection in Vertical Federated Learning. | Xiaokai Zhou, Xiao Yan, Fangcheng Fu, Xinyan Li, Hao Huang, Quanqing Xu, Chuanhui Yang, Bo Du, Tieyun Qian, Jiawei Jiang |
| 2024 | CHI | SnapInflatables: Designing Inflatables with Snap-through Instability for Responsive Interaction. | Yue Yang, Lei Ren, Chuang Chen, Bin Hu, Zhuoyi Zhang, Xinyan Li, Yanchen Shen, Kuangqi Zhu, Junzhe Ji, Yuyang Zhang, Yongbo Ni, Jiayi Wu, Qi Wang, Jiang Wu, Lingyun Sun, Ye Tao, Guanyun Wang |
| 2024 | DASFAA | VFDV-IM: An Efficient and Securely Vertical Federated Data Valuation. | Xiaokai Zhou, Xiao Yan, Xinyan Li, Hao Huang, Quanqing Xu, Qinbo Zhang, Yen Jerome, Zhaohui Cai, Jiawei Jiang |
| 2024 | IGARSS | A Multi-Temporal Remote Sensing Image Dataset for Building Change Detection in Chinese Regions. | Pengfei Chen, Ting Lu, Xinyan Li, Shaojie Li, Yihao Wu, Jian Xiao |
| 2023 | CSCWD | SpoofingGuard: A Content-agnostic Framework for Email Spoofing Detection via Delivery Graph. | Xinyan Li, Yujia Zhu, Xiaoou Zhang, Zhen Jie, Qingyun Liu |
| 2023 | HRI | "Nice to meet you!": Expressing Emotions with Movement Gestures and Textual Content in Automatic Handwriting Robots. | Yanheng Li, Luoying Lin, Xinyan Li, Yaxuan Mao, Ray LC |
| 2023 | ICDCS | RangeQC: A Query Control Framework for Range Query Leakage Quantification and Mitigation. | Xinyan Li, Yuefeng Du, Cong Wang |
| 2023 | UIST | ScentCarving: Fabricating Thin, Multi-layered and Paper-Based Scent Release through Laser Printing. | Yifan Yan, Mingyi Yuan, Yanan Wang, Qi Wang, Xinyi Liao, Xinyan Li |
| 2022 | AAAI | Learning and Dynamical Models for Sub-seasonal Climate Forecasting: Comparison and Collaboration. | Sijie He, Xinyan Li, Laurie Trenary, Benjamin A. Cash, Timothy DelSole, Arindam Banerjee |
| 2022 | ICML | Stability Based Generalization Bounds for Exponential Family Langevin Dynamics. | Arindam Banerjee, Tiancong Chen, Xinyan Li, Yingxue Zhou |
| 2022 | ICONIP | ND-NER: A Named Entity Recognition Dataset for OSINT Towards the National Defense Domain. | Xinyan Li, Dongxu Li, Zhihao Yang, Hui Zhao, Wei Cai, Xi Lin |
| 2022 | SDM | Noisy Truncated SGD: Optimization and Generalization. | Yingxue Zhou, Xinyan Li, Arindam Banerjee |
| 2022 | SERVICES | An Empirical Study on How Well Do COVID-19 Information Dashboards Service Users' Information Needs. | Xinyan Li, Han Wang, Chunyang Chen, John C. Grundy |
| 2021 | AAAI | Sub-Seasonal Climate Forecasting via Machine Learning: Challenges, Analysis, and Advances. | Sijie He, Xinyan Li, Timothy DelSole, Pradeep Ravikumar, Arindam Banerjee |
| 2021 | CSCWD | A Bacterial Foraging Optimization Algorithm for User Interface Layout Design in Complex Human-computer Interaction System. | Xinyan Li, Yan Cui, Nianfu Jin, Jin Su, Fengying Pang, Ming Gao |
| 2020 | IGARSS | Three-Dimensional Variations of Carbon Monoxide Concentration Associared with Wenchuan Earthquake Based on Airs Data. | Yueju Cui, Jianguo Du, Shumin Wang, Ying Zhang, Xinyan Li, Zhenyu Zou, Li Jiang |
| 2020 | SDM | Hessian based analysis of SGD for Deep Nets: Dynamics and Generalization. | Xinyan Li, Qilong Gu, Yingxue Zhou, Tiancong Chen, Arindam Banerjee |
| 2019 | AAAI | Interpretable Predictive Modeling for Climate Variables with Weighted Lasso. | Sijie He, Xinyan Li, Vidyashankar Sivakumar, Arindam Banerjee |
| 2019 | IGARSS | Present Vertical Crustal Movement in North Segment Of North-South Tectonic Belt Derived From GNSS. | Jing Wang, Mengjia Xu, Heqing Ma, Shiyang Liu, Xinyan Li |
| 2019 | IGARSS | Detection of Brightness Temperature Anomalies Using Multiple Methods Before the 2009 L'aquila Earthquake. | Xinyan Li, Xinjian Shan, Chunyan Qu, Heqing Ma, Weiying Wu |
| 2016 | ICPR | Evaluation of feature descriptors for cancerous tissue recognition. | Panagiotis Stanitsas, Anoop Cherian, Xinyan Li, Alexander Truskinovsky, Vassilios Morellas, Nikolaos Papanikolopoulos |
| 2009 | SMC | A Novel and Robust Algorithm to Model Handwriting Skill for Haptic Applications. | Govindarajan Srimathveeravalli, Xinyan Li, Puneet Singla, Thenkurussi Kesavadas |