| 2026 | COLT | Last-Iterate Convergence of Randomized Kaczmarz and SGD with Greedy Step Size. | Michal Derezinski, Xiaoyu Dong |
| 2026 | WCNC | A KAN-Enhanced Position Correction Network for Reference Signal Received Power Prediction. | Yushan Feng, Xin Zhang, Yuan Gao, Xiaoyu Dong |
| 2026 | SODA | Optimal Subspace Embeddings: Resolving Nelson-Nguyen Conjecture Up to Sub-Polylogarithmic Factors. | Shabarish Chenakkod, Michal Derezinski, Xiaoyu Dong |
| 2026 | WSDM | Accelerating Generative Recommendation via Simple Categorical User Sequence Compression. | Qijiong Liu, Lu Fan, Zhongzhou Liu, Xiaoyu Dong, Yuankai Luo, Guoyuan An, Nuo Chen, Wei Guo, Yong Liu, Xiao-Ming Wu |
| 2025 | EMNLP | AIMMerging: Adaptive Iterative Model Merging Using Training Trajectories for Language Model Continual Learning. | Yujie Feng, Jian Li, Xiaoyu Dong, Pengfei Xu, Xiaohui Zhou, Yujia Zhang, Zexin Lu, Yasha Wang, Alan Zhao, Xu Chu, Xiao-Ming Wu |
| 2025 | ICALP | Optimal Oblivious Subspace Embeddings with Near-Optimal Sparsity. | Shabarish Chenakkod, Michal Derezinski, Xiaoyu Dong |
| 2025 | ICCV | GEMeX: A Large-Scale, Groundable, and Explainable Medical VQA Benchmark for Chest X-Ray Diagnosis. | Bo Liu, Ke Zou, Li-Ming Zhan, Zexin Lu, Xiaoyu Dong, Yidi Chen, Chengqiang Xie, Jiannong Cao, Xiao-Ming Wu, Huazhu Fu |
| 2025 | WACV | Wavelength- and Depth-Aware Deep Image Prior for Blind Hyperspectral Imagery Deblurring with Coarse Depth Guidance. | Jiahuan Li, Xiaoyu Dong, Wei He, Naoto Yokoya |
| 2024 | ACL | Continual Dialogue State Tracking via Reason-of-Select Distillation. | Yujie Feng, Bo Liu, Xiaoyu Dong, Zexin Lu, Li-Ming Zhan, Xiao-Ming Wu, Albert Y. S. Lam |
| 2024 | EMNLP | Zero-shot Cross-domain Dialogue State Tracking via Context-aware Auto-prompting and Instruction-following Contrastive Decoding. | Xiaoyu Dong, Yujie Feng, Zexin Lu, Guangyuan Shi, Xiao-Ming Wu |
| 2024 | WACV | Understanding Dark Scenes by Contrasting Multi-Modal Observations. | Xiaoyu Dong, Naoto Yokoya |
| 2024 | STOC | Optimal Embedding Dimension for Sparse Subspace Embeddings. | Shabarish Chenakkod, Michal Derezinski, Xiaoyu Dong, Mark Rudelson |
| 2023 | CVPR | V2V4Real: A Real-World Large-Scale Dataset for Vehicle-to-Vehicle Cooperative Perception. | Runsheng Xu, Xin Xia, Jinlong Li, Hanzhao Li, Shuo Zhang, Zhengzhong Tu, Zonglin Meng, Hao Xiang, Xiaoyu Dong, Rui Song, Hongkai Yu, Bolei Zhou, Jiaqi Ma |
| 2023 | ICRA | Bridging the Domain Gap for Multi-Agent Perception. | Runsheng Xu, Jinlong Li, Xiaoyu Dong, Hongkai Yu, Jiaqi Ma |
| 2023 | WACV | Pik-Fix: Restoring and Colorizing Old Photos. | Runsheng Xu, Zhengzhong Tu, Yuanqi Du, Xiaoyu Dong, Jinlong Li, Zibo Meng, Jiaqi Ma, Alan C. Bovik, Hongkai Yu |
| 2022 | CVPR | Learnable Lookup Table for Neural Network Quantization. | Longguang Wang, Xiaoyu Dong, Yingqian Wang, Li Liu, Wei An, Yulan Guo |
| 2022 | ECCV | Learning Mutual Modulation for Self-supervised Cross-Modal Super-Resolution. | Xiaoyu Dong, Naoto Yokoya, Longguang Wang, Tatsumi Uezato |
| 2022 | ICMLA | Behavior Sequence Transformer Applied on SERP Evaluation and Model Interpretation. | Xiaoyu Dong, Shen Shen, Jinkang Jia, Lianzhao Yu, Yifan Wang, Po Zhang |
| 2021 | CVPR | Exploring Sparsity in Image Super-Resolution for Efficient Inference. | Longguang Wang, Xiaoyu Dong, Yingqian Wang, Xinyi Ying, Zaiping Lin, Wei An, Yulan Guo |
| 2021 | CVPR | Unsupervised Degradation Representation Learning for Blind Super-Resolution. | Longguang Wang, Yingqian Wang, Xiaoyu Dong, Qingyu Xu, Jungang Yang, Wei An, Yulan Guo |
| 2020 | IGARSS | A Distribution Controllable Simulation Method of Remote Sensing Sea-Ice Images. | Chunhui Zhao, Xiaoyu Dong, Yiming Yan, Nan Su, Bowen Huang |
| 2020 | IGARSS | Remote Sensing Image Super-Resolution via Enhanced Back-Projection Networks. | Xiaoyu Dong, Zhihong Xi, Xu Sun, Lina Yang |
| 2019 | CIS | Chinese NER by Span-Level Self-Attention. | Xiaoyu Dong, Xin Xin, Ping Guo |