| 2026 | AAAI | Revisiting Fairness-aware Interactive Recommendation: Item Lifecycle as a Control Knob. | Yun Lu, Xiaoyu Shi, Hong Xie, Chongjun Xia, Zhenhui Gong, Mingsheng Shang |
| 2026 | SIGGRAPH | VFXMaster: Unlocking Dynamic Visual Effect Generation via In-Context Learning. | Baolu Li, Yiming Zhang, Qinghe Wang, Liqian Ma, Xiaoyu Shi, Xintao Wang, Pengfei Wan, Zhenfei Yin, Yunzhi Zhuge, Huchuan Lu, Xu Jia |
| 2025 | CVPR | GS-DiT: Advancing Video Generation with Dynamic 3D Gaussian Fields through Efficient Dense 3D Point Tracking. | Weikang Bian, Zhaoyang Huang, Xiaoyu Shi, Yijin Li, Fu-Yun Wang, Hongsheng Li |
| 2025 | CVPR | FlexDrive: Toward Trajectory Flexibility in Driving Scene Gaussian Splatting Reconstruction and Rendering. | Jingqiu Zhou, Lue Fan, Linjiang Huang, Xiaoyu Shi, Si Liu, Zhaoxiang Zhang, Hongsheng Li |
| 2025 | ICLR | 3DTrajMaster: Mastering 3D Trajectory for Multi-Entity Motion in Video Generation. | Xiao Fu, Xian Liu, Xintao Wang, Sida Peng, Menghan Xia, Xiaoyu Shi, Ziyang Yuan, Pengfei Wan, Di Zhang, Dahua Lin |
| 2025 | MICCAI | Clinical Data-Driven Retrieval-Augmented Model for Lung Nodule Malignancy Prediction. | Ruibo Hou, Shurong Chai, Rahul Kumar Jain, Yinhao Li, Jiaqing Liu, Shiyu Teng, Xiaoyu Shi, Lanfen Lin, Yen-Wei Chen |
| 2025 | MICCAI | TextBraTS: Text-Guided Volumetric Brain Tumor Segmentation with Innovative Dataset Development and Fusion Module Exploration. | Xiaoyu Shi, Rahul Kumar Jain, Yinhao Li, Ruibo Hou, Jingliang Cheng, Jie Bai, Guohua Zhao, Lanfen Lin, Rui Xu, Yen-Wei Chen |
| 2025 | SIGGRAPH | CineMaster: A 3D-Aware and Controllable Framework for Cinematic Text-to-Video Generation. | Qinghe Wang, Yawen Luo, Xiaoyu Shi, Xu Jia, Huchuan Lu, Tianfan Xue, Xintao Wang, Pengfei Wan, Di Zhang, Kun Gai |
| 2025 | SiggraphA | CamCloneMaster: Enabling Reference-based Camera Control for Video Generation. | Yawen Luo, Xiaoyu Shi, Jianhong Bai, Menghan Xia, Tianfan Xue, Xintao Wang, Pengfei Wan, Di Zhang, Kun Gai |
| 2024 | ECCV | BlinkVision: A Benchmark for Optical Flow, Scene Flow and Point Tracking Estimation Using RGB Frames and Events. | Yijin Li, Yichen Shen, Zhaoyang Huang, Shuo Chen, Weikang Bian, Xiaoyu Shi, Fu-Yun Wang, Keqiang Sun, Hujun Bao, Zhaopeng Cui, Guofeng Zhang, Hongsheng Li |
| 2024 | ECCV | Be-Your-Outpainter: Mastering Video Outpainting Through Input-Specific Adaptation. | Fu-Yun Wang, Xiaoshi Wu, Zhaoyang Huang, Xiaoyu Shi, Dazhong Shen, Guanglu Song, Yu Liu, Hongsheng Li |
| 2024 | ECCV | Three Things We Need to Know About Transferring Stable Diffusion to Visual Dense Prediction Tasks. | Manyuan Zhang, Guanglu Song, Xiaoyu Shi, Yu Liu, Hongsheng Li |
| 2024 | ICWS | Hierarchical Reinforcement Learning for Long-term Fairness in Interactive Recommendation. | Chongjun Xia, Xiaoyu Shi, Hong Xie, Quanliang Liu, Mingsheng Shang |
| 2024 | SIGGRAPH | Motion-I2V: Consistent and Controllable Image-to-Video Generation with Explicit Motion Modeling. | Xiaoyu Shi, Zhaoyang Huang, Fu-Yun Wang, Weikang Bian, Dasong Li, Yi Zhang, Manyuan Zhang, Ka Chun Cheung, Simon See, Hongwei Qin, Jifeng Dai, Hongsheng Li |
| 2024 | SiggraphA | AnimateLCM: Computation-Efficient Personalized Style Video Generation without Personalized Video Data. | Fu-Yun Wang, Zhaoyang Huang, Weikang Bian, Xiaoyu Shi, Keqiang Sun, Guanglu Song, Yu Liu, Hongsheng Li |
| 2023 | CVPR | A Simple Baseline for Video Restoration with Grouped Spatial-Temporal Shift. | Dasong Li, Xiaoyu Shi, Yi Zhang, Ka Chun Cheung, Simon See, Xiaogang Wang, Hongwei Qin, Hongsheng Li |
| 2023 | CVPR | FlowFormer++: Masked Cost Volume Autoencoding for Pretraining Optical Flow Estimation. | Xiaoyu Shi, Zhaoyang Huang, Dasong Li, Manyuan Zhang, Ka Chun Cheung, Simon See, Hongwei Qin, Jifeng Dai, Hongsheng Li |
| 2023 | DASFAA | A Self-decoupled Interpretable Prediction Framework for Highly-Variable Cloud Workloads. | Bingchao Wang, Xiaoyu Shi, Mingsheng Shang |
| 2023 | ICCV | VideoFlow: Exploiting Temporal Cues for Multi-frame Optical Flow Estimation. | Xiaoyu Shi, Zhaoyang Huang, Weikang Bian, Dasong Li, Manyuan Zhang, Ka Chun Cheung, Simon See, Hongwei Qin, Jifeng Dai, Hongsheng Li |
| 2023 | ICDM | ESOA Algorithm Based on learning rate optimization in Convolutional neural networks. | Peiyang Wei, Xiaoyu Shi, Jiesan Zhou |
| 2023 | IJCNN | CGCCMR: An Enhanced Multi-gate Model for Cross-Market Recommendation. | Jinyu Mo, Hong Xie, Xiaoyu Shi, Mingsheng Shang |
| 2023 | IROS | BlinkFlow: A Dataset to Push the Limits of Event-Based Optical Flow Estimation. | Yijin Li, Zhaoyang Huang, Shuo Chen, Xiaoyu Shi, Hongsheng Li, Hujun Bao, Zhaopeng Cui, Guofeng Zhang |
| 2023 | ICWS | Towards Long-term Fairness in Interactive Recommendation: A Maximum Entropy Reinforcement Learning Approach. | Xiaoyu Shi, Quanliang Liu, Hong Xie, Mingsheng Shang |
| 2022 | ECCV | FlowFormer: A Transformer Architecture for Optical Flow. | Zhaoyang Huang, Xiaoyu Shi, Chao Zhang, Qiang Wang, Ka Chun Cheung, Hongwei Qin, Jifeng Dai, Hongsheng Li |
| 2022 | IJCNN | Aspect-aware Asymmetric Representation Learning Network for Review-based Recommendation. | Hao Liu, Hezhe Qiao, Xiaoyu Shi, Mingsheng Shang |
| 2022 | ICSOC | Performance and Cost-Aware Task Scheduling via Deep Reinforcement Learning in Cloud Environment. | Zihui Zhao, Xiaoyu Shi, Mingsheng Shang |
| 2022 | MICCAI | Unsupervised Domain Adaptive Fundus Image Segmentation with Category-Level Regularization. | Wei Feng, Lin Wang, Lie Ju, Xin Zhao, Xin Wang, Xiaoyu Shi, Zongyuan Ge |
| 2021 | ICCV | FuseFormer: Fusing Fine-Grained Information in Transformers for Video Inpainting. | Rui Liu, Hanming Deng, Yangyi Huang, Xiaoyu Shi, Lewei Lu, Wenxiu Sun, Xiaogang Wang, Jifeng Dai, Hongsheng Li |
| 2021 | ISPA | Siamese Generative Adversarial Predicting Network for Extremely Sparse Data in Recommendation System. | Qingxian Wang, Renjian Zhang, Kangkang Ma, Bo Chen, Jiufang Chen, Xiaoyu Shi |
| 2021 | PAKDD | Joint Modeling Dynamic Preferences of Users and Items Using Reviews for Sequential Recommendation. | Tianqi Shang, Xinxin Li, Xiaoyu Shi, Qingxian Wang |
| 2020 | WISE | A Clustering-Based Collaborative Filtering Recommendation Algorithm via Deep Learning User Side Information. | Chonghao Zhao, Xiaoyu Shi, Mingsheng Shang, Yiqiu Fang |
| 2019 | HPCC | SLAs-Aware Online Task Scheduling Based on Deep Reinforcement Learning Method in Cloud Environment. | Longyu Ran, Xiaoyu Shi, Mingsheng Shang |
| 2019 | ICNC | A Deep Self-learning Classification Framework for Incomplete Medical Patents with Multi-label. | Mengzhen Luo, Xiaoyu Shi, Qianqian Ji, Mingsheng Shang, Xianbo He, Weiguo Tao |
| 2019 | ICNC | Random Forest-Based Ensemble Estimator for Concrete Compressive Strength Prediction via AdaBoost Method. | Yuanxin Lv, Xiaoyu Shi, Longyu Ran, Mingsheng Shang |
| 2019 | ISPA | A Deep Temporal Collaborative Filtering Recommendation Framework via Joint Learning from Long and Short-Term Effects. | Qianqian Ji, Xiaoyu Shi, Mingsheng Shang |
| 2013 | ICMLA | Natural Image Segmentation Based on Precise Edge Detection. | Wenya Feng, Yilin Guo, Xiaoyu Shi, Yonggan Hou |