| 2026 | HRI | DiSCo: Diffusion Sequence Copilots for Shared Autonomy. | Andy Wang, Xu Yan, Brandon McMahan, Michael Zhou, Yuyang Yuan, Johannes Y. Lee, Ali Shreif, Matthew Li, Zhenghao Peng, Bolei Zhou, Yuchen Cui, Jonathan C. Kao |
| 2026 | WWW | FishFlow: A LLM-Empowered Dynamic Pricing Framework for Online Fleamarket Platform. | Kakam Chong, Xu Yan, Shuai Xiao, Ming Chen, Chen Ju, Fei Huang, Yuantao Gu, Shuguang Han, Jufeng Chen |
| 2026 | SIMULTECH | A Digital Twin-Oriented Simplified Mathematical Model of RoboSalmon for Multi-Agent Simulation. | Xu Yan, Euan William McGookin |
| 2025 | CVPR | VisionPAD: A Vision-Centric Pre-training Paradigm for Autonomous Driving. | Haiming Zhang, Wending Zhou, Yiyao Zhu, Xu Yan, Jiantao Gao, Dongfeng Bai, Yingjie Cai, Bingbing Liu, Shuguang Cui, Zhen Li |
| 2025 | CVPR | EVolSplat: Efficient Volume-based Gaussian Splatting for Urban View Synthesis. | Sheng Miao, Jiaxin Huang, Dongfeng Bai, Xu Yan, Hongyu Zhou, Yue Wang, Bingbing Liu, Andreas Geiger, Yiyi Liao |
| 2025 | CVPR | Incomplete Multi-View Multi-label Learning via Disentangled Representation and Label Semantic Embedding. | Xu Yan, Jun Yin, Jie Wen |
| 2025 | ICCV | IRR-LMM: Improving On-Demand Retail Recommendation with Large Multi-Modal Models. | Yihao Zhao, Nan Lai, Xiaoming Li, Xu Yan, Wenhao Deng, Hujiang Huang, Shuai Zhang, Wei Lin |
| 2025 | ICRA | Occ-LLM: Enhancing Autonomous Driving with Occupancy-Based Large Language Models. | Tianshuo Xu, Hao Lu, Xu Yan, Yingjie Cai, Bingbing Liu, Yingcong Chen |
| 2025 | WWW | FishBargain: An LLM-Empowered Bargaining Agent for Online Fleamarket Platform Sellers. | Dexin Kong, Xu Yan, Ming Chen, Shuguang Han, Jufeng Chen, Fei Huang |
| 2024 | AAAI | X4D-SceneFormer: Enhanced Scene Understanding on 4D Point Cloud Videos through Cross-Modal Knowledge Transfer. | Linglin Jing, Ying Xue, Xu Yan, Chaoda Zheng, Dong Wang, Ruimao Zhang, Zhigang Wang, Hui Fang, Bin Zhao, Zhen Li |
| 2024 | AAAI | RadOcc: Learning Cross-Modality Occupancy Knowledge through Rendering Assisted Distillation. | Haiming Zhang, Xu Yan, Dongfeng Bai, Jiantao Gao, Pan Wang, Bingbing Liu, Shuguang Cui, Zhen Li |
| 2024 | CVPR | HPL-ESS: Hybrid Pseudo-Labeling for Unsupervised Event-based Semantic Segmentation. | Linglin Jing, Yiming Ding, Yunpeng Gao, Zhigang Wang, Xu Yan, Dong Wang, Gerald Schaefer, Hui Fang, Bin Zhao, Xuelong Li |
| 2024 | ECAI | TabMedBERT: A Tabular Knowledge Enhanced Biomedical Pretrained Language Model. | Xu Yan, Lei Geng, Ziqiang Cao, Juntao Li, Wenjie Li, Sujian Li, Xinjie Zhou, Yang Yang, Jun Zhang |
| 2024 | ICANN | BVRCC: Bootstrapping Video Retrieval via Cross-Matching Correction. | Luozheng Qin, Shaoyao Huang, Qian Qiao, Xu Yan, Ziqiang Cao |
| 2024 | ICDCS | Reducing First-Frame Delay of Live Streaming by Simultaneously Initializing Window and Rate. | Bo Wu, Tong Li, Cheng Luo, Xu Yan, Fuyu Wang, Changkui Ouyang, Linfeng Guo, Haiyang Wang, Ke Xu |
| 2023 | AAAI | Geometry-Aware Network for Domain Adaptive Semantic Segmentation. | Yinghong Liao, Wending Zhou, Xu Yan, Zhen Li, Yizhou Yu, Shuguang Cui |
| 2023 | CIKM | Entire Space Cascade Delayed Feedback Modeling for Effective Conversion Rate Prediction. | Yunfeng Zhao, Xu Yan, Xiaoqiang Gui, Shuguang Han, Xiang-Rong Sheng, Guoxian Yu, Jufeng Chen, Zhao Xu, Bo Zheng |
| 2023 | CVPR | BEV@DC: Bird's-Eye View Assisted Training for Depth Completion. | Wending Zhou, Xu Yan, Yinghong Liao, Yuankai Lin, Jin Huang, Gangming Zhao, Shuguang Cui, Zhen Li |
| 2023 | EMNLP | KBioXLM: A Knowledge-anchored Biomedical Multilingual Pretrained Language Model. | Lei Geng, Xu Yan, Ziqiang Cao, Juntao Li, Wenjie Li, Sujian Li, Xinjie Zhou, Yang Yang, Jun Zhang |
| 2023 | ICANN | Electronic Medical Record Recommendation System Based on Deep Embedding Learning with Named Entity Recognition. | Yuqian Zheng, Xu Yan, Xin Cao, Chunhui Ai |
| 2023 | ICASSP | Elastic Graph Transformer Networks for EEG-Based Emotion Recognition. | Wei-Bang Jiang, Xu Yan, Wei-Long Zheng, Bao-Liang Lu |
| 2023 | ICCV | LATR: 3D Lane Detection from Monocular Images with Transformer. | Yueru Luo, Chaoda Zheng, Xu Yan, Tang Kun, Chao Zheng, Shuguang Cui, Zhen Li |
| 2023 | SIGCOMM | Poster: TOO: Accelerating Loss Recovery by Taming On-Off Traffic Patterns. | Xu Yan, Tong Li, Bo Wu, Cheng Luo, Fuyu Wang, Haiyang Wang, Ke Xu |
| 2022 | CVPR | DeeCap: Dynamic Early Exiting for Efficient Image Captioning. | Zhengcong Fei, Xu Yan, Shuhui Wang, Qi Tian |
| 2022 | CVPR | X -Trans2Cap: Cross-Modal Knowledge Transfer using Transformer for 3D Dense Captioning. | Zhihao Yuan, Xu Yan, Yinghong Liao, Yao Guo, Guanbin Li, Shuguang Cui, Zhen Li |
| 2022 | CVPR | Beyond 3D Siamese Tracking: A Motion-Centric Paradigm for 3D Single Object Tracking in Point Clouds. | Chaoda Zheng, Xu Yan, Haiming Zhang, Baoyuan Wang, Shenghui Cheng, Shuguang Cui, Zhen Li |
| 2022 | ECCV | 2DPASS: 2D Priors Assisted Semantic Segmentation on LiDAR Point Clouds. | Xu Yan, Jiantao Gao, Chaoda Zheng, Chao Zheng, Ruimao Zhang, Shuguang Cui, Zhen Li |
| 2022 | ICANN | GCMK: Detecting Spam Movie Review Based on Graph Convolutional Network Embedding Movie Background Knowledge. | Hao Cao, Hanyue Li, Yulin He, Xu Yan, Fei Yang, Haizhou Wang |
| 2022 | ICIP | Merged U-Net for Bone Tumors X-Ray Images Segmentation. | Zhaozhi Xie, Keyang Zhao, Xu Yan, Sheng-Hui Wu, Jiong Mei, Hongtao Lu |
| 2022 | IJCAI | Multi-Graph Fusion Networks for Urban Region Embedding. | Shangbin Wu, Xu Yan, Xiaoliang Fan, Shirui Pan, Shichao Zhu, Chuanpan Zheng, Ming Cheng, Cheng Wang |
| 2022 | SMC | Global Temporal Attention Optimization for Human Trajectory Prediction. | Xu Yan, Xian Zhong, Zhengwei Yang, Rui Zhang, Wenxin Huang, Zheng Wang |
| 2022 | WACV | RainGAN: Unsupervised Raindrop Removal via Decomposition and Composition. | Xu Yan, Yuan Ren Loke |
| 2021 | AAAI | Sparse Single Sweep LiDAR Point Cloud Segmentation via Learning Contextual Shape Priors from Scene Completion. | Xu Yan, Jiantao Gao, Jie Li, Ruimao Zhang, Zhen Li, Rui Huang, Shuguang Cui |
| 2021 | AAAI | Plug-and-Play Domain Adaptation for Cross-Subject EEG-based Emotion Recognition. | Li-Ming Zhao, Xu Yan, Bao-Liang Lu |
| 2021 | ICCV | InstanceRefer: Cooperative Holistic Understanding for Visual Grounding on Point Clouds through Instance Multi-level Contextual Referring. | Zhihao Yuan, Xu Yan, Yinghong Liao, Ruimao Zhang, Sheng Wang, Zhen Li, Shuguang Cui |
| 2021 | ICCV | Box-Aware Feature Enhancement for Single Object Tracking on Point Clouds. | Chaoda Zheng, Xu Yan, Jiantao Gao, Weibing Zhao, Wei Zhang, Zhen Li, Shuguang Cui |
| 2021 | ICONIP | A Cross-subject and Cross-modal Model for Multimodal Emotion Recognition. | Jian-Ming Zhang, Xu Yan, Ziyi Li, Li-Ming Zhao, Yu-Zhong Liu, Hua-Liang Li, Bao-Liang Lu |
| 2021 | IJCAI | PointLIE: Locally Invertible Embedding for Point Cloud Sampling and Recovery. | Weibing Zhao, Xu Yan, Jiantao Gao, Ruimao Zhang, Jiayan Zhang, Zhen Li, Song Wu, Shuguang Cui |
| 2020 | CVPR | PointASNL: Robust Point Clouds Processing Using Nonlocal Neural Networks With Adaptive Sampling. | Xu Yan, Chaoda Zheng, Zhen Li, Sheng Wang, Shuguang Cui |
| 2020 | ECCV | Towards Content-Independent Multi-Reference Super-Resolution: Adaptive Pattern Matching and Feature Aggregation. | Xu Yan, Weibing Zhao, Kun Yuan, Ruimao Zhang, Zhen Li, Shuguang Cui |
| 2014 | ECCV | What Do I See? Modeling Human Visual Perception for Multi-person Tracking. | Xu Yan, Ioannis A. Kakadiaris, Shishir K. Shah |
| 2014 | GRC | Application of knowledge gain on multi-type feature space in microblog user classification. | Xu Yan |
| 2014 | ICPR | Hierarchical Group Structures in Multi-person Tracking. | Xu Yan, Anil M. Cheriyadat, Shishir K. Shah |
| 2013 | ISNN | An Effective Method for Signal Extraction from Residual Image, with Application to Denoising Algorithms. | Min-Xiong Zhou, Xu Yan, Hai-Bin Xie, Hui Zheng, Guang Yang |
| 2012 | ECCV | To Track or To Detect? An Ensemble Framework for Optimal Selection. | Xu Yan, Xuqing Wu, Ioannis A. Kakadiaris, Shishir K. Shah |
| 2012 | PADS | Offline Road Network Partitioning in Distributed Transportation Simulation. | Xu Yan, Gary Tan |
| 2011 | BMVC | Predicting Social Interactions for Visual Tracking. | Xu Yan, Ioannis A. Kakadiaris, Shishir K. Shah |