| 2024 | CoRL | SLR: Learning Quadruped Locomotion without Privileged Information. | Shiyi Chen, Zeyu Wan, Shiyang Yan, Chun Zhang, Weiyi Zhang, Qiang Li, Debing Zhang, Fasih Ud Din Farrukh |
| 2023 | ICIP | FGCVQA: Fine-Grained Cross-Attention for Medical VQA. | Ziheng Wu, Xinyao Shu, Shiyang Yan, Zhenyu Lu |
| 2021 | CVPR | Discrete-Continuous Action Space Policy Gradient-Based Attention for Image-Text Matching. | Shiyang Yan, Li Yu, Yuan Xie |
| 2019 | BMVC | SC-RANK: Improving Convolutional Image Captioning with Self-Critical Learning and Ranking Metric-based Reward. | Shiyang Yan, Yang Hua, Neil Robertson |
| 2019 | ICCV | MVP Matching: A Maximum-Value Perfect Matching for Mining Hard Samples, With Application to Person Re-Identification. | Han Sun, Zhiyuan Chen, Shiyang Yan, Lin Xu |
| 2019 | IJCAI | HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning. | Shiyang Yan, Jun Xu, Yuai Liu, Lin Xu |
| 2018 | ICPR | Joint Semi-supervised Learning and Re-ranking for Vehicle Re-identification. | Fangyu Wu, Shiyang Yan, Jeremy S. Smith, Bailing Zhang |
| 2018 | ICPR | Image Captioning using Adversarial Networks and Reinforcement Learning. | Shiyang Yan, Fangyu Wu, Jeremy S. Smith, Wenjin Lu, Bailing Zhang |
| 2017 | ICIP | CHAM: Action recognition using convolutional hierarchical attention model. | Shiyang Yan, Jeremy S. Smith, Wenjin Lu, Bailing Zhang |
| 2017 | ICMLC | Traffic scene recognition based on deep CNN and VLAD spatial pyramids. | Fangyu Wu, Shiyang Yan, Jeremy S. Smith, Bailing Zhang |
| 2016 | ACCV | Attributes and Action Recognition Based on Convolutional Neural Networks and Spatial Pyramid VLAD Encoding. | Shiyang Yan, Jeremy S. Smith, Bailing Zhang |
| 2016 | ICMLC | Action detection in office scene based on deep convolutional neural networks. | Shiyang Yan, Yu-Di An, Jeremy S. Smith, Bailing Zhang |
| 2016 | ICNC | Driver behavior recognition based on deep convolutional neural networks. | Shiyang Yan, Yuxuan Teng, Jeremy S. Smith, Bailing Zhang |