Deeply Exploit Depth Information for Object Detection. - Saihui Hou; Zilei Wang; Feng Wu 001 (CVPR Workshops, 2016)

VegFru: A Domain-Specific Dataset for Fine-Grained Visual Categorization. - Saihui Hou; Yushan Feng; Zilei Wang (ICCV, 2017)

DualNet: Learn Complementary Features for Image Recognition. - Saihui Hou; Xu Liu 008; Zilei Wang (ICCV, 2017)

Background-Driven Salient Object Detection. - Zilei Wang; Dao Xiang; Saihui Hou; Feng Wu 001 (IEEE Trans. Multim., 2017)

Lifelong Learning via Progressive Distillation and Retrospection. - Saihui Hou; Xinyu Pan; Chen Change Loy; Zilei Wang; Dahua Lin (ECCV (3), 2018)

Towards Human-Level License Plate Recognition. - Jiafan Zhuang; Saihui Hou; Zilei Wang; Zheng-Jun Zha (ECCV (3), 2018)

Object detection via deeply exploiting depth information. - Saihui Hou; Zilei Wang; Feng Wu 001 (Neurocomputing, 2018)

Weighted Channel Dropout for Regularization of Deep Convolutional Neural Network. - Saihui Hou; Zilei Wang (AAAI, 2019)

Learning a Unified Classifier Incrementally via Rebalancing. - Saihui Hou; Xinyu Pan; Chen Change Loy; Zilei Wang; Dahua Lin (CVPR, 2019)

GaitPart: Temporal Part-Based Model for Gait Recognition. - Chao Fan 001; Yunjie Peng; Chunshui Cao; Xu Liu 008; Saihui Hou; Jiannan Chi; Yongzhen Huang; Qing Li 015; Zhiqiang He 002 (CVPR, 2020)

Gait Lateral Network: Learning Discriminative and Compact Representations for Gait Recognition. - Saihui Hou; Chunshui Cao; Xu Liu 008; Yongzhen Huang (ECCV (9), 2020)

Learning Rich Features for Gait Recognition by Integrating Skeletons and Silhouettes. - Yunjie Peng; Saihui Hou; Kang Ma; Yang Zhang 002; Yongzhen Huang; Zhiqiang He 002 (CoRR, 2021)

Set Residual Network for Silhouette-Based Gait Recognition. - Saihui Hou; Xu Liu 008; Chunshui Cao; Yongzhen Huang (IEEE Trans. Biom. Behav. Identity Sci., 2021)

GaitEdge: Beyond Plain End-to-End Gait Recognition for Better Practicality. - Junhao Liang; Chao Fan 001; Saihui Hou; Chuanfu Shen; Yongzhen Huang; Shiqi Yu 001 (ECCV (5), 2022)

Progressive Feature Learning for Realistic Cloth-Changing Gait Recognition. - Xuqian Ren; Saihui Hou; Chunshui Cao; Xu Liu 008; Yongzhen Huang (CoRR, 2022)

Deep Learning-based Occluded Person Re-identification: A Survey. - Yunjie Peng; Saihui Hou; Chunshui Cao; Xu Liu 008; Yongzhen Huang; Zhiqiang He 002 (CoRR, 2022)

OpenGait: Revisiting Gait Recognition Toward Better Practicality. - Chao Fan 001; Junhao Liang; Chuanfu Shen; Saihui Hou; Yongzhen Huang; Shiqi Yu 001 (CVPR, 2023)

An In-Depth Exploration of Person Re-Identification and Gait Recognition in Cloth-Changing Conditions. - Weijia Li; Saihui Hou; Chunjie Zhang; Chunshui Cao; Xu Liu 008; Yongzhen Huang; Yao Zhao (CVPR, 2023)

GPGait: Generalized Pose-based Gait Recognition. - Yang Fu; Shibei Meng; Saihui Hou; Xuecai Hu; Yongzhen Huang (ICCV, 2023)

Causal Intervention for Sparse-View Gait Recognition. - Jilong Wang 010; Saihui Hou; Yan Huang 008; Chunshui Cao; Xu Liu 008; Yongzhen Huang; Liang Wang 001 (ACM Multimedia, 2023)

LandmarkGait: Intrinsic Human Parsing for Gait Recognition. - Zengbin Wang; Saihui Hou; Man Zhang 005; Xu Liu 008; Chunshui Cao; Yongzhen Huang; Shibiao Xu (ACM Multimedia, 2023)

Exploring Deep Models for Practical Gait Recognition. - Chao Fan 001; Saihui Hou; Yongzhen Huang; Shiqi Yu 001 (CoRR, 2023)

Unsupervised Gait Recognition with Selective Fusion. - Xuqian Ren; Saihui Hou; Chunshui Cao; Xu Liu 008; Yongzhen Huang (CoRR, 2023)

Free Lunch for Gait Recognition: A Novel Relation Descriptor. - Jilong Wang 010; Saihui Hou; Yan Huang 008; Chunshui Cao; Xu Liu 008; Yongzhen Huang; Liang Wang 001 (CoRR, 2023)

FastPoseGait: A Toolbox and Benchmark for Efficient Pose-based Gait Recognition. - Shibei Meng; Yang Fu; Saihui Hou; Chunshui Cao; Xu Liu 008; Yongzhen Huang (CoRR, 2023)

A Comprehensive Study on the Evaluation of Silhouette-Based Gait Recognition. - Saihui Hou; Chao Fan 001; Chunshui Cao; Xu Liu 008; Yongzhen Huang (IEEE Trans. Biom. Behav. Identity Sci., 2023)

Gait Quality Aware Network: Toward the Interpretability of Silhouette-Based Gait Recognition. - Saihui Hou; Xu Liu 008; Chunshui Cao; Yongzhen Huang (IEEE Trans. Neural Networks Learn. Syst., 2023)

Learning Gait Representation From Massive Unlabelled Walking Videos: A Benchmark. - Chao Fan 001; Saihui Hou; Jilong Wang 010; Yongzhen Huang; Shiqi Yu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Disentangled Diffusion-Based 3D Human Pose Estimation with Hierarchical Spatial and Temporal Denoiser. - Qingyuan Cai; Xuecai Hu; Saihui Hou; Li Yao; Yongzhen Huang (AAAI, 2024)

QAGait: Revisit Gait Recognition from a Quality Perspective. - Zengbin Wang; Saihui Hou; Man Zhang 005; Xu Liu 008; Chunshui Cao; Yongzhen Huang; Peipei Li; Shibiao Xu (AAAI, 2024)

Learning Visual Prompt for Gait Recognition. - Kang Ma; Ying Fu 001; Chunshui Cao; Saihui Hou; Yongzhen Huang; Dezhi Zheng (CVPR, 2024)

Cut Out the Middleman: Revisiting Pose-Based Gait Recognition. - Yang Fu; Saihui Hou; Shibei Meng; Xuecai Hu; Chunshui Cao; Xu Liu 008; Yongzhen Huang (ECCV (31), 2024)

Occluded Gait Recognition with Mixture of Experts: An Action Detection Perspective. - Panjian Huang; Yunjie Peng; Saihui Hou; Chunshui Cao; Xu Liu 008; Zhiqiang He 002; Yongzhen Huang (ECCV (6), 2024)

Free Lunch for Gait Recognition: A Novel Relation Descriptor. - Jilong Wang 010; Saihui Hou; Yan Huang 008; Chunshui Cao; Xu Liu 008; Yongzhen Huang; Tianzhu Zhang 001; Liang Wang 001 (ECCV (38), 2024)

Probabilistic Contrastive Learning for Domain Adaptation. - Junjie Li 002; Yixin Zhang; Zilei Wang; Saihui Hou; Keyu Tu; Man Zhang 005 (IJCAI, 2024)

AerialGait: Bridging Aerial and Ground Views for Gait Recognition. - Aoqi Li; Saihui Hou; Chenye Wang; Qingyuan Cai; Yongzhen Huang (ACM Multimedia, 2024)

OpenGait: A Comprehensive Benchmark Study for Gait Recognition towards Better Practicality. - Chao Fan 001; Saihui Hou; Junhao Liang; Chuanfu Shen; Jingzhe Ma; Dongyang Jin; Yongzhen Huang; Shiqi Yu 001 (CoRR, 2024)

OpenAnimals: Revisiting Person Re-Identification for Animals Towards Better Generalization. - Saihui Hou; Panjian Huang; Zengbin Wang; Yuan Liu; Zeyu Li; Man Zhang 005; Yongzhen Huang (CoRR, 2024)

Depression risk recognition based on gait: A benchmark. - Xiaotong Liu; Qiong Li; Saihui Hou; Min Ren; Xuecai Hu; Yongzhen Huang (Neurocomputing, 2024)

Cloth-Imbalanced Gait Recognition via Hallucination. - Saihui Hou; Panjian Huang; Xu Liu 008; Chunshui Cao; Yongzhen Huang (IEEE Trans. Circuits Syst. Video Technol., 2024)

Verifying in the Dark: Verifiable Machine Unlearning by Using Invisible Backdoor Triggers. - Yu Guo 003; Yu Zhao; Saihui Hou; Cong Wang 001; Xiaohua Jia (IEEE Trans. Inf. Forensics Secur., 2024)

Adaptive Knowledge Transfer for Weak-Shot Gait Recognition. - Saihui Hou; Xuecai Hu; Chunshui Cao; Xu Liu 008; Yongzhen Huang (IEEE Trans. Inf. Forensics Secur., 2024)

Integral Pose Learning via Appearance Transfer for Gait Recognition. - Panjian Huang; Saihui Hou; Chunshui Cao; Xu Liu 008; Xuecai Hu; Yongzhen Huang (IEEE Trans. Inf. Forensics Secur., 2024)

Gait Attribute Recognition: A New Benchmark for Learning Richer Attributes From Human Gait Patterns. - Xu Song; Saihui Hou; Yan Huang 023; Chunshui Cao; Xu Liu 008; Yongzhen Huang; Caifeng Shan (IEEE Trans. Inf. Forensics Secur., 2024)

Gait Recognition With Drones: A Benchmark. - Aoqi Li; Saihui Hou; Qingyuan Cai; Yang Fu; Yongzhen Huang (IEEE Trans. Multim., 2024)

GaitParsing: Human Semantic Parsing for Gait Recognition. - Zengbin Wang; Saihui Hou; Man Zhang 005; Xu Liu 008; Chunshui Cao; Yongzhen Huang (IEEE Trans. Multim., 2024)

RA-GAR: A Richly Annotated Benchmark for Gait Attribute Recognition. - Chenye Wang; Saihui Hou; Aoqi Li; Qingyuan Cai; Yongzhen Huang (AAAI, 2025)

Bridging Gait Recognition and Large Language Models Sequence Modeling. - Shaopeng Yang; Jilong Wang 010; Saihui Hou; Xu Liu 008; Chunshui Cao; Liang Wang 001; Yongzhen Huang (CVPR, 2025)

OmniDiff: A Comprehensive Benchmark for Fine-grained Image Difference Captioning. - Yuan Liu; Saihui Hou; Saijie Hou; Jiabao Du; Shibei Meng; Yongzhen Huang (CoRR, 2025)

Edge-Oriented Adversarial Attack for Deep Gait Recognition. - Saihui Hou; Zengbin Wang; Man Zhang 005; Chunshui Cao; Xu Liu 008; Yongzhen Huang (Int. J. Comput. Vis., 2025)

Beyond Face Swapping: A Diffusion-Based Digital Human Benchmark for Multimodal Deepfake Detection. - Jiaxin Liu; Jia Wang; Saihui Hou; Min Ren; Huijia Wu; Zhaofeng He (CoRR, 2025)

FaceCoT: A Benchmark Dataset for Face Anti-Spoofing with Chain-of-Thought Reasoning. - Honglu Zhang; Zhiqin Fang; Ningning Zhao; Saihui Hou; Long Ma; Renwang Pei; Zhaofeng He (CoRR, 2025)

MemeMind: A Large-Scale Multimodal Dataset with Chain-of-Thought Reasoning for Harmful Meme Detection. - Hexiang Gu; Qifan Yu; Saihui Hou; Zhiqin Fang; Huijia Wu; Zhaofeng He (CoRR, 2025)

GaitC3I: Robust Cross-Covariate Gait Recognition via Causal Intervention. - Jilong Wang 010; Saihui Hou; Xianda Guo; Yan Huang 008; Yongzhen Huang; Tianzhu Zhang 001; Liang Wang 001 (IEEE Trans. Circuits Syst. Video Technol., 2025)

From FastPoseGait to GPGait++: Bridging the Past and Future for Pose-Based Gait Recognition. - Shibei Meng; Yang Fu; Saihui Hou; Xuecai Hu; Chunshui Cao; Xu Liu 008; Yongzhen Huang (IEEE Trans. Pattern Anal. Mach. Intell., 2025)