| 2026 | AAAI | TFRank: Think-Free Reasoning Enables Practical Pointwise LLM Ranking. | Yongqi Fan, Xiaoyang Chen, Dezhi Ye, Jie Liu, Haijin Liang, Jin Ma, Ben He, Yingfei Sun, Tong Ruan |
| 2025 | COLING | Match, Compare, or Select? An Investigation of Large Language Models for Entity Matching. | Tianshu Wang, Xiaoyang Chen, Hongyu Lin, Xuanang Chen, Xianpei Han, Le Sun, Hao Wang, Zhenyu Zeng |
| 2025 | EDBT | DBCopilot: Natural Language Querying over Massive Databases via Schema Routing. | Tianshu Wang, Xiaoyang Chen, Hongyu Lin, Xianpei Han, Le Sun, Hao Wang, Zhenyu Zeng |
| 2025 | HCI | The Structural Analysis and Study of Lower Limb Exoskeleton Based on Biomechanics. | Xiaoyang Chen, Yichen Wu |
| 2025 | ICLR | 3D-AffordanceLLM: Harnessing Large Language Models for Open-Vocabulary Affordance Detection in 3D Worlds. | Hengshuo Chu, Xiang Deng, Qi Lv, Xiaoyang Chen, Yinchuan Li, Jianye Hao, Liqiang Nie |
| 2025 | IECON | State-of-Charge Estimation of Lithium-ion Battery Switched Balancing System Based on Switched Gaussian Process Regression. | Heng Li, Shunli Wang, Xiaoyang Chen, Xiang Zhao, Yifei Sun, Yue Wu |
| 2025 | IECON | Physics-Informed Neural Networks for Real-Vehicle Li-ion Battery SOH Estimation. | Yingze Yang, Yifei Sun, Xiaoyang Chen, Shilong Zhuo, Shunli Wang, Jiang Fu |
| 2025 | IECON | Probabilistic Prediction of Li-ion Battery RUL using Large Time-Series Model. | Xiaoyong Zhang, Haotian Luo, Xiaoyang Chen, Wenyu Deng, Heng Li, Weirong Liu |
| 2025 | VRST | FlowZone: Real-Time Pose-Tracking Virtual Reality(VR) Yoga and Mindfulness Meditation. | Joey Aw, Xiaoyang Chen, Yuehan Ma, Mengfei Song, Javier Ng, Bhojan Anand |
| 2024 | ACL | Spiral of Silence: How is Large Language Model Killing Information Retrieval? - A Case Study on Open Domain Question Answering. | Xiaoyang Chen, Ben He, Hongyu Lin, Xianpei Han, Tianshu Wang, Boxi Cao, Le Sun, Yingfei Sun |
| 2024 | CVPR | Versatile Medical Image Segmentation Learned from Multi-Source Datasets via Model Self-Disambiguation. | Xiaoyang Chen, Hao Zheng, Yuemeng Li, Yuncong Ma, Liang Ma, Hongming Li, Yong Fan |
| 2024 | HPCC | State-of-Charge Estimation of Reconfigurable Lithium-ion Batteries: A Nonlinear Switched Approach. | Fu Jiang, Xiang Zhao, Ren Zhu, Xiaoyang Chen, Yunsheng Fan, Heng Li |
| 2024 | HPCC | A Foundation Model for State of Health Prediction of Lithium-ion Battery in Electric Vehicles. | Chenyuan Liu, Xiaoyang Chen, Zeyu Zhu, Yunhao Wang, Yunsheng Fan, Heng Li |
| 2024 | HPCC | Switching Kalman Filter for State-of-Charge Estimation of Li-ion Battery Balancing Systems. | Heng Li, Yiquan Zhou, Ren Zhu, Yifei Sun, Xiaoyang Chen, Fu Jiang |
| 2024 | SMC | Co-Estimation of SOC and Parameters of Supercapacitors Based on a Switched Model. | Xiaoyang Chen, Heng Li, Ren Zhu, Hui Peng, Yunsheng Fan, Rui Zhang |
| 2023 | ACL | Understanding Differential Search Index for Text Retrieval. | Xiaoyang Chen, Yanjiang Liu, Ben He, Le Sun, Yingfei Sun |
| 2023 | MICCAI | SurfFlow: A Flow-Based Approach for Rapid and Accurate Cortical Surface Reconstruction from Infant Brain MRI. | Xiaoyang Chen, Junjie Zhao, Siyuan Liu, Sahar Ahmad, Pew-Thian Yap |
| 2023 | SIGIR | Offline Pseudo Relevance Feedback for Efficient and Effective Single-pass Dense Retrieval. | Xueru Wen, Xiaoyang Chen, Xuanang Chen, Ben He, Le Sun |
| 2022 | ECIR | Incorporating Ranking Context for End-to-End BERT Re-ranking. | Xiaoyang Chen, Kai Hui, Ben He, Xianpei Han, Le Sun, Zheng Ye |
| 2022 | ECIR | Groupwise Query Performance Prediction with BERT. | Xiaoyang Chen, Ben He, Le Sun |
| 2022 | ICDE | Near Data Processing in Taurus Database. | Shu Lin, Arunprasad P. Marathe, Per-ke Larson, Chong Chen, Calvin Sun, Paul Lee, Weidong Yu, Jianwei Li, Juncai Meng, Roulin Lin, Xiaoyang Chen, Qingping Zhu |
| 2022 | MICCAI | DentalPointNet: Landmark Localization on High-Resolution 3D Digital Dental Models. | Yankun Lang, Xiaoyang Chen, Hannah H. Deng, Tianshu Kuang, Joshua C. Barber, Jaime Gateno, Pew-Thian Yap, James J. Xia |
| 2021 | IJCNN | Mastering the Game of Amazons Fast by Decoupling Network Learning. | Guoqi Zhang, Xiaoyang Chen, Ruidong Chang, Yuhang Zhang, Cong Wang, Luyi Bai, Junwei Wang, Changming Xu |
| 2021 | MICCAI | SkullEngine: A Multi-stage CNN Framework for Collaborative CBCT Image Segmentation and Landmark Detection. | Qin Liu, Han Deng, Chunfeng Lian, Xiaoyang Chen, Deqiang Xiao, Lei Ma, Xu Chen, Tianshu Kuang, Jaime Gateno, Pew-Thian Yap, James J. Xia |
| 2020 | HCI | An Ergonomic Solution for Hand Rehabilitation Product Design for Stroke Patients. | Jing Luo, Yan Luximon, Wen Zhan, Xiaoyang Chen |
| 2020 | KSEM | End-to-End Multi-task Learning for Allusion Detection in Ancient Chinese Poems. | Lei Liu, Xiaoyang Chen, Ben He |
| 2018 | DCC | Practical Succinct Text Indexes in External Memory. | Hongwei Huo, Xiaoyang Chen, Yuhao Zhao, Xiaojin Zhu, Jeffrey Scott Vitter |
| 2017 | IECON | Power ramp-rate control based on power forecasting for PV grid-tied systems with minimum energy storage. | Xiaoyang Chen, Yang Du, Weidong Xiao, Shaofeng Lu |
| 2009 | FPL | FPGA accelerating three QR decomposition algorithms in the unified pipelined framework. | Yong Dou, Jie Zhou, Xiaoyang Chen, Yuanwu Lei, Jinbo Xu |