Attributes and Action Recognition Based on Convolutional Neural Networks and Spatial Pyramid VLAD Encoding. - Shiyang Yan; Jeremy S. Smith; Bailing Zhang (ACCV Workshops (3), 2016)

Action detection in office scene based on deep convolutional neural networks. - Shiyang Yan; Yu-Di An; Jeremy S. Smith; Bailing Zhang (ICMLC, 2016)

Driver behavior recognition based on deep convolutional neural networks. - Shiyang Yan; Yuxuan Teng; Jeremy S. Smith; Bailing Zhang (ICNC-FSKD, 2016)

CHAM: Action recognition using convolutional hierarchical attention model. - Shiyang Yan; Jeremy S. Smith; Wenjin Lu; Bailing Zhang (ICIP, 2017)

Traffic scene recognition based on deep CNN and VLAD spatial pyramids. - Fangyu Wu 001; Shiyang Yan; Jeremy S. Smith; Bailing Zhang (ICMLC, 2017)

Multiscale Convolutional Neural Networks for Hand Detection. - Shiyang Yan; Yizhang Xia; Jeremy S. Smith; Wenjin Lu; Bailing Zhang (Appl. Comput. Intell. Soft Comput., 2017)

Action Recognition from Still Images Based on Deep VLAD Spatial Pyramids. - Shiyang Yan; Jeremy S. Smith; Bailing Zhang (Signal Process. Image Commun., 2017)

Joint Semi-supervised Learning and Re-ranking for Vehicle Re-identification. - Fangyu Wu 001; Shiyang Yan; Jeremy S. Smith; Bailing Zhang (ICPR, 2018)

Image Captioning using Adversarial Networks and Reinforcement Learning. - Shiyang Yan; Fangyu Wu 001; Jeremy S. Smith; Wenjin Lu; Bailing Zhang (ICPR, 2018)

Image Captioning Based on a Hierarchical Attention Mechanism and Policy Gradient Optimization. - Shiyang Yan; Fangyu Wu 001; Jeremy S. Smith; Wenjin Lu; Bailing Zhang (CoRR, 2018)

Hierarchical Multi-scale Attention Networks for action recognition. - Shiyang Yan; Jeremy S. Smith; Wenjin Lu; Bailing Zhang (Signal Process. Image Commun., 2018)

Multibranch Attention Networks for Action Recognition in Still Images. - Shiyang Yan; Jeremy S. Smith; Wenjin Lu; Bailing Zhang (IEEE Trans. Cogn. Dev. Syst., 2018)

Visual attention mechanism in deep learning and its applications. - Shiyang Yan (2018)

SC-RANK: Improving Convolutional Image Captioning with Self-Critical Learning and Ranking Metric-based Reward. - Shiyang Yan; Yang Hua 001; Neil Robertson 002 (BMVC, 2019)

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 (ICCV, 2019)

Unsupervised Domain Adaptation for Disguised Face Recognition. - Fangyu Wu 001; Shiyang Yan; Jeremy S. Smith; Wenjin Lu; Bailing Zhang (ICME Workshops, 2019)

HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning. - Shiyang Yan; Jun Xu; Yuai Liu; Lin Xu (IJCAI, 2019)

Vehicle re-identification in still images: Application of semi-supervised learning and re-ranking. - Fangyu Wu 001; Shiyang Yan; Jeremy S. Smith; Bailing Zhang (Signal Process. Image Commun., 2019)

ParaCNN: Visual Paragraph Generation via Adversarial Twin Contextual CNNs. - Shiyang Yan; Yang Hua 001; Neil Robertson 002 (CoRR, 2020)

Off-Policy Self-Critical Training for Transformer in Visual Paragraph Generation. - Shiyang Yan; Yang Hua 001; Neil Martin Robertson (CoRR, 2020)

Image captioning via hierarchical attention mechanism and policy gradient optimization. - Shiyang Yan; Yuan Xie 006; Fangyu Wu 001; Jeremy S. Smith; Wenjin Lu; Bailing Zhang (Signal Process., 2020)

Abnormal Event Detection From Videos Using a Two-Stream Recurrent Variational Autoencoder. - Shiyang Yan; Jeremy S. Smith; Wenjin Lu; Bailing Zhang (IEEE Trans. Cogn. Dev. Syst., 2020)

Discrete-Continuous Action Space Policy Gradient-Based Attention for Image-Text Matching. - Shiyang Yan; Li Yu; Yuan Xie 006 (CVPR, 2021)

Adaptive multi-task learning for cross domain and modal person re-identification. - Shiyang Yan; Jianan Zhao 009; Lin Xu (Neurocomputing, 2022)

FGCVQA: Fine-Grained Cross-Attention for Medical VQA. - Ziheng Wu; Xinyao Shu; Shiyang Yan; Zhenyu Lu (ICIP, 2023)

SC-ML: Self-supervised Counterfactual Metric Learning for Debiased Visual Question Answering. - Xinyao Shu; Shiyang Yan; Xu Yang; Ziheng Wu; Zhongfeng Chen; Zhenyu Lu (CoRR, 2023)

Hyp-UML: Hyperbolic Image Retrieval with Uncertainty-aware Metric Learning. - Shiyang Yan; Zongxuan Liu; Lin Xu (CoRR, 2023)

SLR: Learning Quadruped Locomotion without Privileged Information. - Shiyi Chen; Zeyu Wan; Shiyang Yan; Chun Zhang; Weiyi Zhang 002; Qiang Li; Debing Zhang; Fasih Ud Din Farrukh (CoRL, 2024)

ASCL: Adaptive self-supervised counterfactual learning for robust visual question answering. - Xinyao Shu; Shiyang Yan; Xu Yang; Ziheng Wu; Zhongfeng Chen; Zhenyu Lu 002 (Expert Syst. Appl., 2024)

LM-Metric: Learned pair weighting and contextual memory for deep metric learning. - Shiyang Yan; Lin Xu; Xinyao Shu; Zhenyu Lu; Jialie Shen 001 (Pattern Recognit., 2024)

AdaTriplet-RA: Domain matching via adaptive triplet and reinforced attention for unsupervised domain adaptation. - Xinyao Shu; Shiyang Yan; Zhenyu Lu; Xinshao Wang; Yuan Xie 006 (Signal Process. Image Commun., 2024)

EMG-Constrained and Ultrasound-Informed Muscle-Tendon Parameter Estimation in Post-Stroke Hemiparesis. - Longbin Zhang; Tom Van Wouwe; Shiyang Yan; Ruoli Wang (IEEE Trans. Biomed. Eng., 2024)

IDEAL: Independent domain embedding augmentation learning. - Zelin Yang; Lin Xu; Shiyang Yan; Haixia Bi; Fan Li 003 (Pattern Recognit., 2026)