胡海峰

教授

huhaif@mail.sysu.edu.cn

教授

联系方式：huhaif@mail.sysu.edu.cn

教授，博士生导师，美国卡内基梅隆大学访问教授。从事计算机视觉、模式识别、人工智能、机器学习等方面研究，开发应用涉及智能驾驶、智能交通、主动安防以及智慧医疗等领域。在IEEE/ACM汇刊, Pattern Recognition等国际权威期刊以及AAAI, ACL, CVPR, EMNLP等国际知名会议发表250余篇论文。主持四项国家级和两项省级重点课题，参与多个国家级重大科技项目。

学术兼职和社会服务

【社会服务】

  • 国家自然科学基金评审人
  • IEEE会员
  • 模式识别专委会委员
  • 计算机视觉专委会委员
  • TPAMI, TIP, TNNLS, TCSVT，TIFS以及PR等权威刊物审稿人

教育经历

【学习经历】

  • 1995年9月—1999 年7月，最热门的网赌网址大全，自动控制专业，学士
  • 1999年9月—2004 年6月，最热门的网赌网址大全，硕博连读，通信与信息系统专业，博士

授课课程

 数字图像处理、计算机视觉、模式识别、现代数字信号处理、概率论与数理统计、人工智能导论

研究方向

计算机视觉、模式识别、人工智能、机器学习、大数据分析

招生方向

信息与通信工程，电子与通信工程

科研项目

  • 鲁棒图像描述关键技术研究，国家自然科学基金面上项目(62076262)，2021.1–2024.12，58万，主持
  • 基于图像集人脸识别关键技术研究，国家自然科学基金面上项目(61673402)，2017.1–2020.12，62万，主持
  • 非限制环境下人脸识别关键技术研究，国家自然科学基金面上项目(61273270)，2013.1–2016.12，80万，主持
  • 人脸图像特征抽取及分类器设计若干问题研究，国家自然科学基金(60802069)，2009.1–2011.12，18万，主持
  • 跨年龄人脸识别关键技术研究，广东省自然科学基金重点项目（2017A030311029），2017-2020， 50万，主持
  • 面向真实环境的四维人脸识别若干关键技术研究，广东省自然科学基金面上项目(2014A030313173)，2015.1–2017.12，10万，主持
  • 基于身份识别的智能移动警务执法仪关键技术研究及示范应用，广州市产学研协同创新重大专项，2017.4-2019.4，100万，主持
  • 基于移动互联网的法定证件照片社会化采集检测处理与检索管理平台，广东省前沿与关键技术创新专项，2016.1-2017.12，500万，校方主持人
  • 面向智慧安防的网格化人脸轨迹分析关键技术及系统实现，广州市产学研协同创新重大专项，2016.4-2017.12，100万，校方主持人
  • 低分辨率视频监控环境下可变光照人脸识别关键技术及其系统实现，广州市科技计划(20143500042050476)，2014.9-2015.12，30万，主持
  • 面向监控环境的海量视频搜索若干关键技术研究，广东顺德最热门的网赌网址大全卡内基梅隆大学国际联合研究院自由申请项目(20150203)，2015.1–2016.12，50万，主持

代表性科研成果

【部分发表论文】

  1. Aolin Xiong (研究生), Ying Zeng (研究生), Haifeng Hu (通讯作者), Hierarchical Knowledge Stripping for Multimodal Sentiment Analysis, IEEE Trans. on Affective Computing (TAC), 2024
  2. Zefeng Lu (研究生), Ronghao Lin (研究生), Haifeng Hu (通讯作者), Mind the Inconsistent Semantics in Positive Pairs: Semantic Aligning and Multimodal Contrastive Learning for Text-based Pedestrian Search, IEEE Trans. on Information Forensics and Security (TIFS), Vol.10, pp.6409-6424, 2024
  3. Zefeng Lu (研究生), Ronghao Lin (研究生), Haifeng Hu (通讯作者), Disentangling Modality and Posture Factors: Memory-Attention and Orthogonal Decomposition for Visible-Infrared Re-Identification, IEEE Trans. on Neural Networks and Learning Systems (TNNLS), 2024
  4. Weipeng Hu (研究生), Yiming Yang (研究生), Haifeng Hu (通讯作者), Pseudo Label Association and Prototype-based Invariant Learning for Semi-supervised NIR-VIS Face Recognition, IEEE Trans. on Image Processing (TIP), Vol.33, pp.1448-1463, 2024
  5. Zefeng Lu (研究生), RongHao Lin (研究生), Haifeng Hu (通讯作者), Tri-level Modality-information Disentanglement for Visible-Infrared Person Re-Identification, IEEE Trans. on Multimedia (TMM), Vol.26, pp.2700-2714, 2024
  6. Min Yang (研究生), Yunong Zhang, Haifeng Hu (通讯作者),  Inverse-Free DZNN Models for Solving Time-Dependent Linear System via High-Precision Linear Six-Step Method, IEEE Trans. on Neural Networks and Learning Systems (TNNLS), Vol.35, No.6, pp.8597-8608, 2024
  7. Sijie Mai (研究生), Ya Sun (研究生), Aolin Xiong (研究生), Ying Zeng (研究生), Haifeng Hu (通讯作者), Multimodal Boosting: Addressing Noisy Modalities and Identifying Modality Contribution, IEEE Trans. on Multimedia (TMM), Vol.26, pp.3018-3033, 2024
  8. RongHao Lin (研究生), Haifeng Hu (通讯作者), Multi-Task Momentum Distillation for Multimodal Sentiment Analysis, IEEE Trans. on Affective Computing (TAC), Vol. 15, No.2, pp.549-565, 2024
  9. RongHao Lin (研究生), Haifeng Hu (通讯作者), Dynamically Shifting Multimodal Representations via Hybrid-Modal Attention for Multimodal Sentiment Analysis, IEEE Trans. on Multimedia (TMM), Vol.26, pp.2740-2755, 2024
  10. Ying Zeng (研究生), Sijie Mai (研究生), Wenjun Yan (研究生), Haifeng Hu (通讯作者), Multimodal Reaction: Information Modulation for Cross-modal Representation Learning, IEEE Trans. on Multimedia (TMM), Vol.26, pp.2178-2191, 2024
  11. Wei Zhou (研究生), Weitao Jiang (研究生), Dihu Chen, Haifeng Hu (通讯作者), Tao Su, Mining Semantic Information with Dual Relation Graph Network for Multi-Label Image Classification, IEEE Trans. on Multimedia (TMM), Vol.26, pp.1143-1157, 2024
  12. Ying Zeng (研究生), Wenjun Yan (研究生), Sijie Mai (研究生), Haifeng Hu (通讯作者), Disentanglement Translation Network for Multimodal Sentiment Analysis, Information Fusion, Vol.102, Article Number :102031, 2024
  13. Yiming Yang (研究生), Weipeng Hu (研究生), Haifeng Hu (通讯作者), Unsupervised NIR-VIS Face Recognition via Homogeneous-to-Heterogeneous Learning and Residual-invariant Enhancement, IEEE Trans. on Information Forensics and Security (TIFS), Vol.19, pp.2112-2126, 2024
  14. Wei Zhou (研究生), Zhijie Zheng (研究生), Tao Su, Haifeng Hu (通讯作者), DATran: Dual Attention Transformer for Multi-Label Image Classification, IEEE Trans. on Circuits and Systems for Video Technology (TCSVT), Vol.34, pp.342-356, 2024
  15. Qiaolin He (研究生), Zihan Wang (本科生), Zhijie Zheng (研究生), Haifeng Hu (通讯作者), Spatial and Temporal Dual-Attention for Unsupervised Person Re-identification, IEEE Trans. on Intelligent Transportation Systems (TITS), Vol.25, No.2, pp.1953-1965, 2024
  16. Ronghao Lin (研究生), Haifeng Hu (通讯作者), Adapt and explore: Multimodal mixup for representation learning, Information Fusion, Vol.105, Article Number:102216, 2024
  17. Qiaolin He (研究生), Zhijie Zheng (研究生), Haifeng Hu (通讯作者), A Feature Map is Worth a Video Frame: Rethinking Convolutional Features for Visible-Infrared Person Re-identification, ACM Trans. on Multimedia Computing Communications and Applications (TOMM), Vol.20, No.2, Article Number:59, 2024
  18. Yiming Yang (研究生), Weipeng Hu (研究生), Haifeng Hu (通讯作者), Syncretic Space Learning Network for NIR-VIS Face Recognition, ACM Trans. on Multimedia Computing Communications and Applications (TOMM), Vol.20, No.1, Article Number:11, 2024
  19. Xulei Lou (研究生), Tinghui Wu (研究生), Haifeng Hu, Dihu Chen, Self-supervised consistency based on joint learning for unsupervised person re-identification, ACM Trans. on Multimedia Computing Communications and Applications (TOMM), Vol.20, No.1, Article Number:27, 2024
  20. Yuxiao Huang (研究生), Zhicong Huang (研究生), Jingwen Zhao (研究生), Dihu Chen, Haifeng Hu (通讯作者), AMVFNet: Attentive Multi-View Fusion Network for 3D Object Detection, ACM Trans. on Multimedia Computing Communications and Applications (TOMM), 2024
  21. Tinghui Wu (研究生), Shuhe Zhang, Dihu Chen, Haifeng Hu (通讯作者), Text-and-Image Learning Transformer for Cross-modal Person Re-identification, ACM Trans. on Multimedia Computing Communications and Applications (TOMM), 2024
  22. Yiming Yang (研究生), Weipeng Hu (研究生), Haifeng Hu (通讯作者), Robust Cross-domain Pseudo-labeling and Contrastive Learning for Unsupervised Domain Adaptation NIR-VIS Face Recognition, IEEE Trans. on Image Processing (TIP), Vol.32, pp.5231-5244, 2023
  23. RongHao Lin (研究生), Haifeng Hu (通讯作者), MissModal: Increasing Robustness to Missing Modality in Multimodal Sentiment Analysis, Transactions of the Association for Computational Linguistics, 2023
  24. Shuhe Zhang (研究生), Songlong Xing (研究生), Haifeng Hu (通讯作者), Dual Learning for Conversational Emotion Recognition and Emotional Response Generation, IEEE Trans. on Affective Computing (TAC),  2023
  25. Min Yang (研究生), Yuong Zhang, Haifeng Hu (通讯作者), Explicit Linear Left-and-Right 5-Step Formulas with Zeroing Neural Network for Time-Varying Applications, IEEE Trans. on Cybernetics, Vol. 53, No.2, pp.1133-1143, 2023
  26. Sijie Mai (研究生), Ying Zeng (研究生), Haifeng Hu (通讯作者),Learning From the Global View: Supervised Contrastive Learning of Multimodal Representation, Information Fusion, Vol.100, Article Number: 101920, 2023
  27. Qiaolin He (研究生), Zefeng Lu (研究生), Zihan Wang (本科生), Haifeng Hu (通讯作者), GPFNet: Graph-based Progressive Fusion Network for Multi-Modality Vehicle Re-Identification, IEEE Trans. on Intelligent Transportation Systems (TITS), Vol.24, No.11, pp.12431-12447, 2023
  28. Sijie Mai (研究生), Ya Sun (研究生), Ying Zeng (研究生), Haifeng Hu (通讯作者), Excavating Multimodal Correlation for Representation Learning, Information Fusion, Vol.91, pp.542-555, 2023
  29. Yiming Yang (研究生), Weipeng Hu (研究生), Haifeng Hu (通讯作者), Neutral Face Learning and Progressive Fusion Synthesis Network for NIR-VIS Face Recognition, IEEE Trans. on Circuits and Systems for Video Technology (TCSVT), Vol.33, No.10, pp.5750-5763, 2023
  30. Zefeng Lu (研究生), Ronghao Lin (研究生), Qiaolin He (研究生), Haifeng Hu (通讯作者), Mask-Aware Pseudo Label Denoising for Unsupervised Vehicle Re-Identification, IEEE Trans. on Intelligent Transportation Systems (TITS), Vol.24, No.4, pp.4333-4347, 2023
  31. Wei Zhou (研究生), Peng Dou (研究生), Tao Su, Haifeng Hu (通讯作者), Zhijie Zheng (研究生), Feature Learning Network with Transformer for Multi-Label Image Classification, Pattern Recognition, Vol.136, Article Number: 109203, 2023
  32. Zefeng Lu (研究生), Ronghao Lin (研究生), Haifeng Hu (通讯作者), Modality and Camera Factors Bi-Disentanglement for NIR-VIS Object Re-identification, IEEE Trans. on Information Forensics and Security (TIFS), Vol.18, pp.1989-2004, 2023
  33. Zefeng Lu (研究生), Ronghao Lin (研究生), Haifeng Hu (通讯作者), MART: Mask-Aware Reasoning Transformer for Vehicle Re-identification, IEEE Trans. on Intelligent Transportation Systems (TITS), Vol.24, No.2, pp.1994-2009, 2023
  34. Haoxin Li (研究生), Weishi Zheng, Jianguo Zhang, Haifeng Hu, Jiwen Lu, Jian-Huang Lai, Egocentric Action Recognition by Automatic Relation Modeling, IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), Vol.45, No.1, pp.489-507, 2023
  35. Sijie Mai (研究生), Ying Zeng (研究生), Shuangjia Zheng (研究生), Haifeng Hu (通讯作者), Hybrid Contrastive Learning of Tri-Modal Representation for Multimodal Sentiment Analysis, IEEE Trans. on Affective Computing (TAC), Vol.14, No.3, pp.2276-2289, 2023
  36. Ya Sun (研究生), Sijie Mai (研究生), Haifeng Hu (通讯作者), Learning to Learn Better Unimodal Representations via Adaptive Multimodal Meta-Learning, IEEE Trans. on Affective Computing (TAC), Vol.14, No.3, pp.2209-2223, 2023
  37. Wei Zhou (研究生), Yanke Hou (研究生), Tao Su, Haifeng Hu (通讯作者), Dihu Chen, Attention-Augmented Memory Network for Image Multi-Label Classification, ACM Trans. on Multimedia Computing Communications and Applications (TOMM), Vol.19, No.3, Article Number:116, 2023
  38. Wei Zhou (研究生), Peng Dou (研究生), Tao Su, Haifeng Hu (通讯作者), Double Attention based on Graph Attention Network for Image Multi-Label Classification, ACM Trans. on Multimedia Computing Communications and Applications (TOMM), Vol.19, No.1, Article Number:18, 2023
  39. Wei Zhou (研究生), Zhiwu Xia (研究生), Peng Dou (研究生), Tao Su, Haifeng Hu (通讯作者), Aligning Image Semantics and Label Concepts for Image Multi-Label Classification, ACM Trans. on Multimedia Computing Communications and Applications (TOMM), Vol.19, No.2, Article Number:75, 2023
  40. Shuangjia Zheng (研究生), Sijie Mai (研究生), Ya Sun (研究生), Yuedong Yang, Haifeng Hu, Subgraph-aware Few-Shot Inductive Link Prediction via Meta-Learning, IEEE Trans. on Knowledge and Data Engineering (TKDE), Vol.35, No.6 pp.6512-6517, 2023
  41. Sijie Mai (研究生), Song Long Xing (研究生), Jiaxuan He (研究生), Ying Zeng (研究生), Haifeng Hu (通讯作者), Multimodal Graph for Unaligned Multimodal Sequence Analysis via Graph Convolution and Graph Pooling, ACM Trans. on Multimedia Computing Communications and Applications (TOMM), Vol.19, No.2, Article Number:54, 2023
  42. Peng Dou (研究生), Ying Zeng (研究生), Haifeng Hu (通讯作者), ZhuoQun Wang (本科生), Multiple Temporal Pooling Mechanisms for Weakly Supervised Temporal Action Localization, ACM Trans. on Multimedia Computing Communications and Applications (TOMM), Vol.19, No.3, Article Number:108, 2023
  43. Shengrong Yang (研究生), Yangbin Yu (研究生), Haifeng Hu, Dihu Chen, Tao Su, Diverse Feature Learning Network with Attention Suppression and Part Level Background Suppression for Person Re-identification, IEEE Trans. on Circuits and Systems for Video Technology (TCSVT), Vol.33, No.1, pp.283-297, 2023
  44. Min Yang (研究生), Yuong Zhang, Mingzhi Mao, Haifeng Hu (通讯作者), 7-Instant Discrete-Time Synthesis Model Solving Future Different-Level Linear Matrix System via Equivalency of Zeroing Neural Network, IEEE Trans. on Cybernetics, Vol.52. No.8, pp.8366-8375, 2022
  45. Min Yang (研究生), Yuong Zhang, Haifeng Hu (通讯作者), 6-Step Discrete ZNN Model for Repetitive Motion Control of Redundant Manipulator, IEEE Trans. on Systems, Man and Cybernetics: Systems, Vol.52. No.8, pp.4969-4980, 2022
  46. Weipeng Hu (研究生), Haifeng Hu (通讯作者), Orthogonal Modality Disentanglement and Representation Alignment Network for NIR-VIS Face Recognition, IEEE Trans. on Circuits and Systems for Video Technology (TCSVT), Vol.32. No.6, pp.3630-3643, 2022
  47. Weitao Jiang (研究生), Wei Zhou (研究生), Haifeng Hu (通讯作者), Double-Stream Position Learning Transformer Network for Image Captioning, IEEE Trans. on Circuits and Systems for Video Technology (TCSVT), Vol.32. No.11, pp.7706-7718, 2022
  48. Wenjun Yan (研究生), Ying Zeng (研究生), Haifeng Hu (通讯作者), Domain Adversarial Disentanglement Network with Cross-Domain Synthesis for Generalized Face Anti-Spoofing, IEEE Trans. on Circuits and Systems for Video Technology (TCSVT), Vol.32, No.10, pp.7033-7046, 2022
  49. Sijie Mai (研究生), Haifeng Hu (通讯作者), Songlong Xing (研究生), A Unimodal Representation Learning and Recurrent Decomposition Fusion Structure for Utterance-level Multimodal Embedding Learning, IEEE Trans. on Multimedia (TMM), Vol.24, pp.2488-2501, 2022
  50. Weipeng Hu (研究生), Wenjun Yan (研究生),  Haifeng Hu (通讯作者), Dual Face Alignment Learning Network for NIR-VIS Face Recognition, IEEE Trans. on Circuits and Systems for Video Technology (TCSVT), Vol.32, No.4, pp.2411-2424, 2022
  51. Weipeng Hu (研究生), Haifeng Hu (通讯作者), Domain-private Factor Detachment Network for NIR-VIS Face Recognition, IEEE Trans. on Information Forensics and Security (TIFS), Vol.17, pp.1435-1449, 2022
  52. Min Yang (研究生), Yuong Zhang, Haifeng Hu (通讯作者), Concise Discrete ZNN Controllers for End-Effector Tracking and Obstacle Avoidance of Redundant Manipulators, IEEE Trans. on Industrial Informatics (TII), Vol.18, No.5, pp.3193-3202, 2022
  53. Weipeng Hu (研究生), Baihong Liu (研究生), Haitang Zeng (研究生), Yanke Hou (研究生), Haifeng Hu (通讯作者), Adversarial Decoupling and Modality-invariant Representation Learning for Visible-Infrared Person Re-identification, IEEE Trans. on Circuits and Systems for Video Technology (TCSVT), Vol.32, No.8, pp.5095-5109, 2022
  54. Sijie Mai (研究生), Haifeng Hu (通讯作者), Jia Xu (本科生)，Songlong Xing (研究生), Multi-Fusion Residual Memory Network for Multimodal Human Sentiment Comprehension, IEEE Trans. on Affective Computing (TAC), Vol.13, No.1, pp.320-334, 2022
  55. Sijie Mai (研究生), Ying Zeng (研究生), Haifeng Hu (通讯作者), Multimodal Information Bottleneck: Learning Minimal Sufficient Unimodal and Multimodal Representations, IEEE Trans. on Multimedia (TMM), 2022
  56. Jianfeng Wu (研究生), Sijie Mai (研究生), Haifeng Hu (通讯作者), Interpretable Multimodal Capsule Fusion, IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP), Vol.30, pp.1815-1826, 2022 
  57. Ruijun Ma (研究生), ShuYi Li, Bob Zhang, Haifeng Hu, Meta PID Attention Network for Flexible and Efficient Real-world Noisy Image Denoising, IEEE Trans. on Image Processing (TIP), Vol.31, pp.2053-2066, 2022
  58. YeWen Huang (研究生), Sicheng Lian (研究生), Haifeng Hu (通讯作者), AVPL: Augmented Visual Perception Learning for Person Re-identification and Beyond, Pattern Recognition, Vol.129, Article No.108736, pp.1-18, 2022
  59. Zefeng Lu (研究生), Ronghao Lin (研究生), Xulei Lou (研究生), Lifeng Zheng (研究生), Haifeng Hu (通讯作者), Identity-unrelated Information Decoupling Model for Vehicle Re-identification, IEEE Trans. on Intelligent Transportation Systems (TITS), Vol.23, No.10, pp.19001-19015, 2022
  60. Shenming Feng (研究生), Haifeng Hu (通讯作者), Cascaded Structure-Learning Network Using Adversarial Training for Robust Facial Landmark Detection, ACM Trans. on Multimedia Computing Communications and Applications (TOMM), Vol. 18, No.2, Article Number: 49, pp.1-20, 2022
  61. Songlong Xing (研究生), Sijie Mai (研究生), Haifeng Hu (通讯作者), Adapted Dynamic Memory Network for Emotion Recognition in Conversation, IEEE Trans. on Affective Computing (TAC), Vol.13, No.3, pp.1426-1439, 2022
  62. Weipeng Hu (研究生), Haifeng Hu (通讯作者), Adversarial Disentanglement Spectrum Variations and Cross-modality Attention Networks for NIR-VIS Face Recognition, IEEE Trans. on Multimedia (TMM), Vol.23, No.1, pp.145-160, 2021
  63. Sicheng Lian (研究生), Weitao Jiang (研究生), Haifeng Hu (通讯作者), Attention-Aligned Network for Person Re-Identification, IEEE Trans. on Circuits and Systems for Video Technology (TCSVT), Vol.31, No.8, pp.3140-3153, 2021
  64. Siyue Xie (研究生), Haifeng Hu (通讯作者), Yizhen Chen(研究生), Facial Expression Recognition with Two-branch Disentangled Generative Adversarial Network, IEEE Trans. on Circuits and Systems for Video Technology (TCSVT), Vol.31, No.6, pp.2359-2371, 2021
  65. Weipeng Hu (研究生), Haifeng Hu (通讯作者), Dual Adversarial Disentanglement and Deep Representation Decorrelation for NIR-VIS Face Recognition, IEEE Trans. on Information Forensics and Security (TIFS), Vol.16, No.1, pp.70-85, 2021
  66. Yangjian Huang (研究生), Haifeng Hu (通讯作者), A Parallel Architecture of Age Adversarial Convolutional Neural Network for Cross-Age Face Recognition, IEEE Trans. on Circuits and Systems for Video Technology (TCSVT), Vol.31, No.1, pp.148-159, 2021
  67. Lingshuang Du (研究生), Haifeng Hu (通讯作者), Cross-Age Identity Difference Analysis Model Based on Image Pairs for Age Invariant Face Verification, IEEE Trans. on Circuits and Systems for Video Technology (TCSVT), Vol.31, No.7, pp.2675-2685, 2021
  68. Junxuan Zhang (研究生), Haifeng Hu (通讯作者), Zheng Liu (研究生), Appearance-and-Dynamic Learning with Bifurcated Convolution Neural Network for Action Recognition, IEEE Trans. on Circuits and Systems for Video Technology (TCSVT), Vol.31, No.4, pp.1593-1606, 2021
  69. Yongbo Wu (研究生), Lingshuang Du (研究生), Haifeng Hu (通讯作者), Parallel Multi-path Age Distinguish Network for Cross-Age Face Recognition, IEEE Trans. on Circuits and Systems for Video Technology (TCSVT), Vol.31, No.9, pp.3482-3492, 2021
  70. Yewen Huang (研究生), Sicheng Lian (研究生), Haifeng Hu (通讯作者), Dihu Chen, Tao Su, Multiscale Omnibearing Attention Network for Person Re-Identification, IEEE Trans. on Circuits and Systems for Video Technology (TCSVT), Vol.31, No.5, pp.1790-1803, 2021
  71. Sijie Mai (研究生), Songlong Xing (研究生), Haifeng Hu (通讯作者), Analyzing Multimodal Language via Acoustic- and Visual-LSTM with Channel-aware Temporal Convolution Network, IEEE/ACM Trans. on Audio, Speech and Language Processing (TASLP), Vol.29, pp.1424-1437, 2021 
  72. Weitao Jiang (研究生), Weixuan Wang (研究生), Haifeng Hu (通讯作者), Bidirectional Co-Attention Network for Image Captioning, ACM Trans. on Multimedia Computing Communications and Applications (TOMM), Vol.17, No.4, Article No.:125, pp.1–20, 2021
  73. Yizhen Chen (研究生), Haifeng Hu (通讯作者), Y-Net: Dual-branch Joint Network for Semantic Segmentation, ACM Trans. on Multimedia Computing Communications and Applications (TOMM), Vo.17, No.4, Article No.: 137, pp.1-22, 2021
  74. Teng Wang (研究生), Huicheng Zheng, Ming Yu (研究生),  Qiang Tian (研究生), Haifeng Hu, Event-Centric Hierarchical Representation for Dense Video Captioning, IEEE Trans. on Circuits and Systems for Video Technology (TCSVT), Vol.31, No.5, pp.1890-1900, 2021 
  75. Weipeng Hu (研究生), Haifeng Hu (通讯作者), Disentangled Spectrum Variations Networks for NIR-VIS Face Recognition, IEEE Trans. on Multimedia (TMM), Vol.22, No.5, pp.1234-1248, 2020
  76. Junfeng Zhang (研究生), Haifeng Hu (通讯作者), Shenming Feng (研究生), Robust Facial Landmark Detection via Heatmap-Offset Regression, IEEE Trans. on Image Processing (TIP), Vol.29, No.1, pp.5050-5064, 2020
  77. Min Yang (研究生), Yuong Zhang, Haifeng Hu (通讯作者), Adaptive Discrete ZND Models for Tracking Control of Redundant Manipulator, IEEE Trans. on Industrial Informatics (TII), Vol.16, No.12, pp.7360-7368, 2020
  78. Lingshuang Du (研究生), Haifeng Hu (通讯作者), Yongbo Wu (研究生), Cycle Age-Adversarial Model Based on Identity Preserving Network and Transfer Learning for Cross-Age Face Recognition, IEEE Trans. on Information Forensics and Security (TIFS), Vol.15, No.1, pp.2241-2252, 2020
  79. Sijie Mai (本科生), Songlong Xing (本科生), Haifeng Hu (通讯作者), Locally Confined Modality Fusion Network with a Global Perspective for Multimodal Human Affective Computing, IEEE Trans. on Multimedia (TMM), Vol.22, No.1, pp.122-137, 2020
  80. Ruijun Ma (研究生), Haifeng Hu (通讯作者), Songlong Xing (研究生), Efficient and Fast Real-World Noisy Image Denoising by Combining Pyramid Neural Network and Two-Pathway Unscented Kalman Filter, IEEE Trans. on Image Processing (TIP), Vol.29, No.1, pp.3927-3940, 2020
  81. Min Yang (研究生), Yunong Zhang, Haifeng Hu, Binbin Qiu, General 7-Instant DCZNN Model Solving Future Different-Level System of Nonlinear Inequality and Linear Equation, IEEE Trans. on Neural Networks and Learning Systems (TNNLS), Vol.31, No.9, pp.3204-3214, 2020
  82. Lingshuang Du (研究生), Haifeng Hu (通讯作者), Age Factor Removal Network Based on Transfer Learning and Adversarial Learning for Cross-Age Face Recognition, IEEE Trans. on Circuits and Systems for Video Technology (TCSVT), Vol.30, No.9, pp.2830-2842, 2020
  83. Junfeng Zhang (研究生), Haifeng Hu (通讯作者), Guobin Shen (本科生), Joint Stacked Hourglass Network and Salient Region Attention Refinement for Robust Face Alignment, ACM Trans. on Multimedia Computing Communications and Applications (TOMM), Vol. 16, No. 1, Article 10, pp. 1-19, 2020
  84. Yewen Huang (研究生), Sicheng Lian (研究生), Suian Zhang (研究生), Haifeng Hu (通讯作者), Dihu Chen, Tao Su, Three-Dimension Transmissible Attention Network for Person Re-Identification, IEEE Trans. on Circuits and Systems for Video Technology (TCSVT), Vol.30, No.12, pp.4540-4553, 2020
  85. Wendong Chen (研究生), Haifeng Hu (通讯作者), Generative Attention Adversarial Classification Network for Unsupervised Domain Adaptation, Pattern Recognition, Vol.17, 2020
  86. Liang Yang (研究生), Songlong Xing (研究生), Haifeng Hu (通讯作者), Constrained LSTM and Residual Attention for Image Captioning, ACM Trans. on Multimedia Computing Communications and Applications (TOMM), Vol.16, No.3, Article 75, 2020
  87. Senming Feng (研究生), Haifeng Hu (通讯作者), Learning Joint Structure for Human Pose Estimation, ACM Trans. on Multimedia Computing Communications and Applications (TOMM), Vol.16, No.3, Article 85, 2020
  88. Xiaofan Luo (研究生), Fukoeng Wong (研究生), Haifeng Hu (通讯作者), FIN: Feature Integrated Network for Object Detection, ACM Trans. on Multimedia Computing Communications and Applications (TOMM), Vol.16, No.2, Article 48, 2020
  89. Yewen Huang (研究生), Yi Huang (本科生), Haifeng Hu (通讯作者), Dihu Chen, Tao Su, Deeply Associative Two-stage Representations Learning based on Labels Interval Extension loss and Group loss for Person Re-identification, IEEE Trans. on Circuits and Systems for Video Technology (TCSVT), Vol.30, No.12, pp.4526-4539, 2020
  90. Siyue Xie (研究生), Haifeng Hu (通讯作者), Facial Expression Recognition Using Hierarchical Features with Deep Comprehensive Multi-Patches Aggregation Convolutional Neural Networks, IEEE Trans. on Multimedia (TMM), Vol. 21, No.1, pp. 211-220, 2019
  91. Jie Wu (研究生), Haifeng Hu (通讯作者), Liang Yang (研究生), Pseudo-3D Attention Transfer Network with Content-Aware Strategy for Image Captioning, ACM Trans. on Multimedia Computing Communications and Applications (TOMM), Vol. 15, No. 3, Article 80, pp. 1-19, 2019
  92. Yunong Zhang, Min Yang (研究生), Huanchang Huang (研究生), Mengling Xiao (研究生), and Haifeng Hu, New Discrete Solution Model for Solving Future Different-Level Linear Inequality and Equality With Robot Manipulator Control, IEEE Trans. on Industrial Informatics (TII), Vol.15, No.4, pp.1975-1984, 2019
  93. Siyue Xie (研究生), Haifeng Hu (通讯作者), Yongbo Wu (研究生), Deep Multi-path Convolutional Neural Network Joint with Salient Region Attention for Facial Expression Recognition, Pattern Recognition, Vol. 92, pp.177-191, 2019
  94. Junxuan Zhang (研究生), Haifeng Hu (通讯作者), Domain Learning joint with Semantic Adaptation for Human Action Recognition, Pattern Recognition, Vol. 90, pp.196-209, 2019
  95. Junxuan Zhang (研究生), Haifeng Hu (通讯作者), Xinlong Lu (本科生), Moving Foreground-Aware Visual Attention and Key Volume Mining for Human Action Recognition, ACM Trans. on Multimedia Computing Communications and Applications (TOMM), Vol. 15, No. 3, Article 74, pp. 1-16, 2019
  96. Ruijun Ma (研究生), Haifeng Hu (通讯作者), Weixuan Wang (研究生), Jia Xu (本科生), Zhengming Li (研究生), Photorealistic face completion with semantic parsing and face identity-preserving features, ACM Trans. on Multimedia Computing Communications and Applications (TOMM), Vol.15, No.1, Article 28, 2019
  97. Chen He (研究生), Haifeng Hu (通讯作者), Image Captioning with Visual-Semantic Double Attention, ACM Trans. on Multimedia Computing Communications and Applications (TOMM), Vol.15, No.1, Article 26, 2019
  98. Junfeng Zhang (研究生), Haifeng Hu (通讯作者), Joint Head Attribute Classifier and Domain-Specific Refinement Networks for Face Alignment, ACM Trans. on Multimedia Computing Communications and Applications (TOMM), Vol.14, No.4, Article 79, 2018
  99. Jie Wu (研究生), Haifeng Hu (通讯作者), Image Captioning via Semantic Guidance Attention and Consensus Selection Strategy, ACM Trans. on Multimedia Computing Communications and Applications (TOMM), Vol.14, No.4, Article 87, 2018
  100. Haoxi Li (研究生), Haifeng Hu (通讯作者), Chitung Yip (本科生), Age-related Factor guided Joint Task Modeling Convolutional Neural Network for Cross-Age Face Recognition, IEEE Trans. on Information Forensics and Security (TIFS), Vol.13, No.9, pp. 2383-2392, 2018
  101. Anqi Wang (本科生), Haifeng Hu (通讯作者), Liang Yang (研究生), Image Captioning with Affective Guiding and Selective Attention, ACM Trans. on Multimedia Computing Communications and Applications (TOMM), Vol.14, No.3, Article 73, 2018
  102. Haoxi Li (研究生), Haifeng Hu (通讯作者), Chitung Yip (本科生), Comments on“Iterative Re-Constrained Group Sparse Face Recognition With Adaptive Weights Learning", IEEE Trans. on Image Processing (TIP), Vol.26, No.11 pp.5475- 5476, 2017
  103. Haifeng Hu, Sparse Discriminative Multi-Manifold Grassmannian Analysis for Face Recognition with Image Sets, IEEE Trans. on Circuits and Systems for Video Technology (TCSVT), 25(10), pp.1599-1611, 2015
  104. Haifeng Hu, Face Recognition with Image Sets Using Locally Grassmannian Discriminant Analysis, IEEE Trans. on Circuits and Systems for Video Technology (TCSVT), 24(9), pp.1461-1474, 2014
  105. Haifeng Hu, Multi-View Gait Recognition based on Patch Distribution Feature and Uncorrelated Multilinear Sparse Local Discriminant Canonical Correlation Analysis, IEEE Trans. Circuits and Systems for Video Technology (TCSVT), 24(4), pp.617-630, 2014.
  106. Haifeng Hu, Enhanced Gabor Feature Based Classification Using a Regularized Locally Tensor Discriminant Model for Multiview Gait Recognition，IEEE Trans. Circuits and Systems for Video Technology (TCSVT), 23(7), pp 1274-1286, 2013
  107. Haifeng Hu, Augmented DT-CWT feature based classification using regularized neighborhood projection discriminant analysis for face recognition, Pattern Recognition, Vol.44, pp.519-531, 2011
  108. Haifeng Hu, Orthogonal neighborhood preserving discriminant analysis for face recognition, Pattern Recognition, Vol.41, pp.2045-2054, 2008
  109. Sijie Mai (研究生), Shuangjia Zheng (研究生), Ya Sun (研究生), Ying Zeng (研究生), Yuedong Yang, Haifeng Hu (通讯作者), Dynamic Graph Dropout for Subgraph-based Relation Prediction, Knowledge-Based Systems, Vol. 250, Article No.109172, pp.1-13, 2022
  110. Zhicong Huang (研究生), Yuxiao Huang (研究生), Zhijie Zheng (研究生), Dihu Chen, and Haifeng Hu, HybridPillars: Hybrid Point-Pillar Network for Real-time Two-stage 3D Object Detection, IEEE Sensors, 2024
  111. Jianfeng Wu (研究生), Aolin Xiong (研究生), Sijie Mai (研究生), and Haifeng Hu (通讯作者), Relation-dependent Contrastive Learning with Cluster Sampling for Inductive Relation, Neurocomputing, Vol.579, Article Number:127425, 2024
  112. Jianfeng Wu (研究生), Sijie Mai (研究生), and Haifeng Hu (通讯作者), Contextual Relation Embedding and Interpretable Triplet Capsule for Inductive Relation Prediction, Neurocomputing, Vol.505, pp.80-91, 2022
  113. Min Yang (研究生), Yunong Zhang, and Haifeng Hu (通讯作者), Posture coordination control of two-manipulator system using projection neural network, Neurocomputing, Vol.427, pp.179-190, 2020
  114. Min Yang (研究生), Yunong Zhang, and Haifeng Hu (通讯作者), Discrete ZNN models of Adams-Bashforth (AB) type solving various future problems with motion control of mobile manipulator, Neurocomputing, Vol.384, pp.84-93, 2020
  115. Lingshuang Du (研究生), Haifeng Hu (通讯作者), Nuclear Norm based Adapted Occlusion Dictionary Learning for Face Recognition with Occlusion and Illumination Changes, Neurocomputing, Vol.340, pp.133-144, 2019
  116. Min Yang (研究生), Yunong Zhang, and Haifeng Hu (通讯作者), Pose control of constrained redundant arm using recurrent neural networks and one-iteration computing algorithm, Applied Soft Computing, Vol.113, Article number:108007, 2021
  117. Min Yang (研究生), Yunong Zhang, and Haifeng Hu (通讯作者), Relationship between time-instant number and precision of ZeaD formulas with proofs, Numerical Algorithms, Vol.88, No.2, pp.883-902, 2021
  118. Jianchao Li (研究生), Wei Zhou (研究生), Kai Wang and Haifeng Hu (通讯作者), Triple-Stream Commonsense Circulation Transformer Network for Image Captioning, Computer Vision and Image Understanding, Vol.249, 2024
  119. Wenjie Qiu (本科生), Wendong Chen (研究生), and Haifeng Hu (通讯作者), Partial Domain Adaptation Based on Shared Class-Oriented Adversarial Network, Computer Vision and Image Understanding, Vol.199, 2020
  120. Weipeng Hu (研究生), Haifeng Hu (通讯作者), Discriminant Deep Feature Learning Based on Joint Supervision Loss and Multi-layer Feature Fusion for Heterogeneous Face Recognition, Computer Vision and Image Understanding, Vol. 184, pp.9-21, 2019
  121. Lingshuang Du (研究生), Haifeng Hu (通讯作者), Weighted Patch-based Manifold Regularization Dictionary Pair Learning Model for Facial Expression Recognition Using Iterative Optimization Classification Strategy, Computer Vision and Image Understanding, Vol.186, pp.13-24, 2019
  122. Sijie Mai (本科生), Haifeng Hu (通讯作者),  Attentive Matching Network for Few-Shot Learning, Computer Vision and Image Understanding, 2019
  123. Liang Yang (研究生), Haifeng Hu (通讯作者),  Visual Skeleton and Reparative Attention for Part-of-Speech Image Captioning System, Computer Vision and Image Understanding, 2019
  124. Zhongke Liao (研究生), Haifeng Hu (通讯作者), Junxuan Zhang (研究生), Chang Yin (研究生), Residual Attention Unit for Action Recognition, Computer Vision and Image Understanding, 2019
  125. Junfeng Zhang (研究生), Haifeng Hu (通讯作者), Exemplar-Based Cascaded Stacked Auto-Encoder Networks for Robust Face Alignment, Computer Vision and Image Understanding, Vol.171, pp.95-103, 2018
  126. Haifeng Hu, Multiscale Illumination Normalization for Face Recognition Using Dual Tree Complex Wavelet Transform in Logarithm Domain, Computer Vision and Image Understanding, Vol.115, pp.1384-1394, 2011
  127. Haifeng Hu, ICA-Based Neighborhood Preserving Analysis for Face Recognition, Computer Vision and Image Understanding, Vol.112, pp. 286-295, 2008
  128. Zhijie Zheng (研究生), Zhicong Huang, Jingwen Zhao, Haifeng Hu, Dihu Chen, DTSSD: Dual-channel transformer-based network for Point-based 3D object detection, IEEE Signal Processing Letters, 2023
  129. Jiaxuan He (研究生), Haifeng Hu (通讯作者), Language Reinforced Superposition Multimodal Fusion for Sentiment Analysis, IEEE Signal Processing Letters,  Vol.29, No.6, pp.1347-1351, 2022
  130. Jiaxuan He (研究生), Haifeng Hu (通讯作者), MF-BERT: Multimodal Fusion in Pre-trained BERT for Sentiment Analysis, IEEE Signal Processing Letters, Vol.29, pp.454-458, 2022
  131. Weipeng Hu (研究生), Haifeng Hu (通讯作者), Domain Discrepancy Elimination and Mean Face Representation Learning for NIR-VIS Face Recognition, IEEE Signal Processing Letters, Vol.28, No. 10, pp.2068-2072, 2021
  132. Ya Sun (研究生), Sijie Mai (研究生), Haifeng Hu (通讯作者), Learning to Balance the Learning Rates between Various Modalities via Adaptive Tracking Factor, IEEE Signal Processing Letters, Vol.28, No. 9, 1650-1654, 2021
  133. Jiaxuan He (研究生), Sijie Mai (研究生), Haifeng Hu (通讯作者), A Unimodal Reinforced Transformer with Time Squeeze Fusion for Multimodal Sentiment Analysis, IEEE Signal Processing Letters, Vol.28, No. 5, pp.992-996, 2021
  134. Yangbin Yu (研究生), Ying Zeng (研究生), Dihu Chen, Haifeng Hu, Two-Branch Asymmetric Model with Alternately Clustering for Unsupervised Person Re-Identification, IEEE Signal Processing Letters, Vol.29, pp.pp.75-79, 2021
  135. Yanke Hou (研究生), Sicheng Lian (研究生), Dihu Chen, Haifeng Hu, Part-Relation-Aware Feature Fusion Network for Person Re-identification, IEEE Signal Processing Letter, Vol.28, pp.743-747, 2021
  136. Lingshuang Du (研究生), Haifeng Hu (通讯作者), Face Recognition Using Simultaneous Discriminative Feature and Adaptive Weight Learning Based on Group Sparse Representation, IEEE Signal Processing Letters, Vol.26, No. 3, pp.390-394, 2019
  137. Haoxi Li (研究生), Haoshan Zou (本科生), Haifeng Hu (通讯作者), Modified Hidden Factor Analysis for Cross-Age Face Recognition, IEEE Signal Processing Letter, Vol. 24, No. 4, pp.465-469, 2017
  138. Sijie Mai (研究生), Ya Sun (研究生), Haifeng Hu (通讯作者), Curriculum Learning Meets Weakly Supervised Multimodal Correlation Learning, Proceeding of  2022 Conference on Empirical Methods in Natural Language Processing (EMNLP 2022), 2022
  139. Ronghao Lin (研究生), Haifeng Hu (通讯作者), Multimodal Contrastive Learning via Uni-Modal Coding and Cross-Modal Prediction for Multimodal Sentiment Analysis, Proceeding of  2022 Conference on Empirical Methods in Natural Language Processing (EMNLP 2022), 2022
  140. Zujie Liang (研究生), Haifeng Hu (通讯作者), LPF: A Language-Prior Feedback Objective Function for De-biased Visual Question Answering, Proceeding of 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2021), pp.1955-1959, 2021
  141. Ying Zeng (研究生), Sijie Mai (研究生), Haifeng Hu (通讯作者), Modulating Unimodal and Cross-modal Dynamics for Multimodal Sentiment Analysis, Proceeding of  2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021), pp.1262-1274, 2021
  142. Sijie Mai (研究生), Shuangjia Zheng (研究生), Yuedong Yang, Haifeng Hu (通讯作者), Communicative Message Passing for Inductive Relation Reasoning, Proceeding of Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21), Vol. 58, pp.4294-4302, 2021
  143. Jianfeng Wu (研究生), Sijie Mai (研究生),  Haifeng Hu (通讯作者), Graph Capsule Aggregation for Unaligned Multimodal Sequences, Proceedings of the 2021 International Conference on Multimodal Interaction (ICMI 2021), pp.512-529, 2021
  144. Sijie Mai (研究生), Haifeng Hu (通讯作者), Songlong Xing (研究生), Modality to Modality Translation: An Adversarial Representation Learning and Graph Fusion Network for Multimodal Fusion, Proceeding of Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20), pp.164-172, 2020
  145. Zujie Liang (研究生), Weitao Jiang (研究生), Haifeng Hu (通讯作者), Learning to Contrast the Counterfactual Samples for Robust Visual Question Answering, Proceeding of  2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020), pp.3285-3292, 2020
  146. Haoxin Li (研究生), Weishi Zheng, Haifeng Hu, Adaptive Interaction modeling via Graph Operations Search, Proceeding of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR-20),  pp.518-527, 2020
  147. Weixuan Wang (研究生), Zhihong Chen (本科生), Haifeng Hu (通讯作者), Hierarchical Attention Network for Image Captioning, Proceeding of Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19),  pp.8957-8964, 2019
  148. Sijie Mai (本科生), Haifeng Hu (通讯作者), Songlong Xing (本科生), Divide, Conquer and Combine: Hierarchical Feature Fusion Network with Local and Global Perspectives for Multimodal Affective Computing, Proceeding of  57th Annual Meeting of the Association for Computational Linguistics (ACL 2019),  pp.481-492, 2020
  149. Junfeng Zhang (研究生), Haifeng Hu (通讯作者), Stacked Hourglass Network Joint with Salient Region Attention Refinement for Face Alignment, Proceeding of 14th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019), pp.1-7, 2019
  150. Weixuan Wang (研究生), Zhihong Chen (本科生), Haifeng Hu (通讯作者), Multivariate Attention Network for Image Captioning, Proceeding of Asian Conference on Computer Vision (ACCV 2018), pp.587-602, 2018
  151. Yangjian Huang (研究生), Wendong Chen (研究生), Haifeng Hu (通讯作者), Age-Puzzle FaceNet for Cross-Age Face Recognition, Proceeding of Asian Conference on Computer Vision (ACCV 2018), pp.603-619, 2018
  152. Jiaxuan He (研究生), Haifeng Hu (通讯作者), Language Augmented Cross-modal Temporal Convolution with Cross-dataset Training for Multimodal Sentiment Analysis, Neural Processing Letters, 2023
  153. Suian Zhang (研究生), Haifeng Hu (通讯作者), Unsupervised Person Re-Identification using Unified Domanial Learning, Neural Processing Letters, 2023
  154. Peng Dou (研究生), Haifeng Hu (通讯作者), Complementary Attention Network for Weakly Supervised Temporal Action Localization, Neural Processing Letters, 2023
  155. Weitao Jiang (研究生), Haifeng Hu (通讯作者), Hadamard Product Perceptron Attention for Image Captioning, Neural Processing Letters, 2022
  156. Yangbin Yu (研究生), Shengrong Yang (研究生), Dihu Chen, Haifeng Hu, Attention-Guided Multi-Clue Mining Network for Person Re-identification, Neural Processing Letters, 2022
  157. Jingye Zheng (研究生), Dihu Chen, Haifeng Hu, Boundary Adjusted Network Based on Cosine Similarity for Temporal Action Proposal Generation, Neural Processing Letters, Vol.53, No.4, pp. 2813-2828, 2021
  158. Jinding Wang (研究生), Haifeng Hu (通讯作者), Complementary Boundary Estimation Network for Temporal Action Proposal Generation, Neural Processing Letters, Vol.52, No.3, pp. 2275-2295, 2020
  159. Ruijun Ma (研究生), Haifeng Hu (通讯作者), Gaussian Pyramid of Conditional Generative Adversarial Network for Real-World Noisy Image Denoising, Neural Processing Letters, Vol.51, No.3, pp. 2669-2684, 2020
  160. Yizhen Chen (研究生), Haifeng Hu (通讯作者), Multi-Layer Adaptive Feature Fusion for Semantic Segmentation, Neural Processing Letters, 51(2), pp.1081-1092, 2020
  161. Zhongke Liao (研究生), Haifeng Hu (通讯作者), Action Recognition with Multiple Relative Descriptors of Trajectories, Neural Processing Letters, 51(1), pp.287-302, 2020
  162. Wendong Chen (研究生), Haifeng Hu (通讯作者), Unsupervised Domain Adaptation via Discriminative Classes-Center Feature Learning in Adversarial Network, Neural Processing Letters, 52(1), pp. 467-483, 2020
  163. Congcong Ruan (研究生), Haifeng Hu, Dihu Chen, Image Translation with Dual-directional Generative Adversarial Networks, IET Computer Vision, 2020
  164. Jinding Wang (研究生), Haifeng Hu (通讯作者), Attentional Detection Network for Object Detection, IET Computer Vision, Vol.14, No.2, pp. 65-72, 2020
  165. Lingshuang Du (研究生), Haifeng Hu (通讯作者), Yongbo Wu (研究生), Weixuan Wang, Self-adaptive Weighted Synthesized Local Directional Pattern Integrating with Sparse Autoencoder for Expression Recognition based on Improved Multiple Kernel Learning Strategy, IET Computer Vision, Vol.14, No.3, pp.73-83, 2020
  166. Keqi Wang (研究生), Haifeng Hu (通讯作者), Lin Li, Tundong Liu, Discriminative face recognition methods with structure and label information via l2-norm regularization, Neural Processing Letters, 51(1), pp.639-655, 2020
  167. Yongbo Wu (研究生), Dihu Chen, Haifeng Hu, Class-wised domain decoupling guided adversarial feature learning for cross-age face recognition, Electronics Letters, 2024
  168. Tinghui Wu (研究生), Shuhe Zhang (研究生), Dihu Chen, Haifeng Hu,Multi-level cross-modality learning framework for text-based person re-identification, Electronics Letters, 2023
  169. Haitang Zeng (研究生), Dihu Chen, Haifeng Hu, Two-way constraint network for RGB-Infrared person re-identification, Electronics Letters, 2021
  170. Yichu Liu (研究生), Dihu Chen, Haifeng Hu, Multi-Label based View Learning for Vehicle Re-Identification, Electronics Letters, 2021
  171. Sicheng Lian (研究生), Haifeng Hu (通讯作者), Mask-guided Class Activation Mapping Network for Person Re-identification, Electronics Letters, Vol.56, No.25, pp.1416-1418, 2020
  172. Hsinchuan Lin (研究生), Jiaying Zhu (本科生), Haifeng Hu (通讯作者), OCPAN: Multi-Person Pose Estimation with More Attention on Residual Informationg, Electronics Letters, Vol.56, No.12, pp.602-603, 2020
  173. Xiaofan Luo (研究生), Haifeng Hu (通讯作者), Selected Local Attention Module for Object Detection, Electronics Letters, Vol.56, No.14, pp.712-713, 2020
  174. Lianglu Yin (研究生), Haifeng Hu (通讯作者), Enhanced Global Attention Upsample Decoder based on enhanced spatial attention and feature aggregation module for semantic segmentation, Electronics Letters, Vol.56, No.13, pp.659-661, 2020
  175. Duofen Wang (研究生), Dihu Chen, Haifeng Hu, Transformer with Sparse Self-Attention Mechanism for Image Captioning, Electronics Letters, Vol.56, No.15, pp.764-765, 2020
  176. Shengrong Yang (研究生), Dihu Chen, Haifeng Hu, Dual semantic interdependencies attention network for person re-identification, Electronics Letters, Vol.56, No.25, pp.1411-1413, 2020
  177. Shenming Feng (研究生), Xiying Li, Haifeng Hu, Combining Parsing Information with Joint Structure for Human Pose Estimation, IEEE Access, Vol.8, pp. 123408-123418, 2020
  178. Zheng Liu (研究生), Haifeng Hu (通讯作者), Spatiotemporal Relation Networks for Video Action Recognition, IEEE Access, Vol.7, No. 1, pp.14969-14976, 2019
  179. Junxuan Zhang (研究生), Haifeng Hu (通讯作者), Deep Spatiotemporal Relation Learning with 3D Multi-Level Dense Fusion for Video Action Recognition, IEEE Access, Vol.7, No. 1, pp.15222-15229, 2019
  180. Weipeng Hu (研究生), Haifeng Hu (通讯作者), Xinlong Lu (本科生), Heterogeneous Face Recognition Based on Multiple Deep Networks with Scatter Loss and Diversity Combination, IEEE Access, Vol.7, No. 6, pp.75305-75317, 2019
  181. Yizhen Chen (研究生), Haifeng Hu (通讯作者), Facial Expression Recognition by Inter-class Relational Learning, IEEE Access, Vol.7, No. 8, pp.94106- 94117, 2019
  182. Yewen Huang (研究生), Suian Zhang (研究生), Haifeng Hu, Dihu Chen, Tao Su, Resetting-Label Network based on Fast Group Loss for Person Re-Identification, IEEE Access, Vol.7, pp.119486-119496, 2019
  183. Liuchun Yuan (研究生), Dihu Chen, Haifeng Hu, Unsupervised Object-Level Image-to-Image Translation using Positional Attention Bi-flow Generative Network, IEEE Access,  Vol.7, No. 1, pp.30637-30647, 2019
  184. Liuchun Yuan (研究生), Congcong Ruan (研究生), Haifeng Hu, Dihu Chen, Image Inpainting Based on Patch-GANs, IEEE Access, Vol.7, No. 1, pp.46411-46421, 2019
  185. Congcong Ruan (研究生), Haifeng Hu, Wei Wang (研究生), Dihu Chen, Category-level Adversaries for Semantic Domain Adaptation, IEEE Access,  Vol.7, pp. 83198-83208, 2019
  186. Jingye Zheng (研究生), Dihu Chen, Haifeng Hu, Multi-scale Proposal Regression Network for Temporal Action Proposal Generation, IEEE Access,  2019
  187. Chen He (研究生), Haifeng Hu (通讯作者), Image Captioning with Text-Based Visual Attention, Neural Processing Letters, 49(1), 177-185, 2019
  188. Yizhen Chen (研究生), Haifeng Hu (通讯作者), An Improved Method for Semantic Image Inpainting with GANs : Progressive Inpainting, Neural Processing Letters, 49(3), 1355-1367, 2019
  189. Gengshi Huang (研究生), Haifeng Hu (通讯作者), c-RNN: A Fine-Grained Language Model for Image Captioning, Neural Processing Letters, 49(2), 683-691, 2019
  190. Wendong Chen (研究生)，Haifeng Hu (通讯作者), Joint Prominent Expression Feature Regions in Auxiliary Task Learning Network for Facial Expression Recognition, Electronics Letters, Vol.55, No.1, pp. 22-23, 2019
  191. Zheng Liu (研究生), Haifeng Hu (通讯作者), Junxuan Zhang (研究生), Spatiotemporal Fusion Networks for Video Action Recognition, Neural Processing Letters, 50(2), 1877-1890, 2019
  192. Junxuan Zhang (研究生), Haifeng Hu (通讯作者), Deep Captioning with Attention-based Visual Concept Transfer Mechanism for enriching description, Neural Processing Letters, Vol.50, No.2, pp.1891-1905, 2019
  193. Teng Wang (研究生), Haifeng Hu (通讯作者), Chen He (研究生), Image Caption with Endogenous-Exogenous Attention, Neural Processing Letters, 50(1), pp. 431-443, 2019
  194. Weixuan Wang (研究生), Haifeng Hu (通讯作者), Image captioning using region-based attention joint with time-varying attention, Neural Processing Letters, Vol.50, pp.1005-1017, 2019
  195. Liang Yang (研究生), Haifeng Hu (通讯作者), Adaptive Syncretic Attention for Constrained Image Captioning, Neural Processing Letters, Vol.50, pp.549-564, 2019
  196. Haifeng Hu, Zhongke Liao (研究生), Action Recognition Using Multiple Pooling Strategies of CNN Features, Neural Processing Letters, Vol.50, pp.379-396, 2019
  197. Yongbo Wu (研究生), Haifeng Hu (通讯作者), Age-Invariant Face Recognition using Coupled Similarity Reference Coding, Neural Processing Letters, 50(1), pp.397-411, 2019
  198. Congcong Ruan (研究生)，Haifeng Hu, Dihu Chen, Multimodal Supervised Images Translation, Electronics Letters, Vol.55, No.4, pp.190-191, 2019
  199. Wei Wang (研究生), Haifeng Hu, Yi Huang (本科生), Congcong Ruan (研究生), Dihu Chen, Regional Attention Generative Adversarial Networks, Electronics Letters, Vol.55, No.8, pp. 459-461, 2019
  200. Chang Yin (研究生), Zhongke Liao, Haifeng Hu  (通讯作者), Dihu Chen, Weakly Supervised Video Action Localization via Two-Stream Action Activation Network, Electronics Letters, Vol. 55, No. 21, pp.1126-1127, 2019
  201. Fuqiang Huang (研究生), Haifeng Hu (通讯作者), Adaptive Learning Feature Pyramid for Object Detection, IET Computer Vision, Vol. 13, No. 8, pp. 742-748, 2019
  202. Yuelai Yuan (研究生), Lingshuang Du (研究生), Haifeng Hu, Dihu Chen, Hierarchical Extended Collaborative Representation Based Classification for Single-Sample Face Recognition, IET Computer Vision, Vol. 13, No. 7, pp. 651-658, 2019 
  203. Weipeng Hu (研究生), Haifeng Hu (通讯作者), Fine Tuning Dual Streams Deep Network with Multi-scale Pyramid Decision for Heterogeneous Face Recognition, Neural Processing Letters, Vol.50, No.2, pp.1645-1483, 2019
  204. Yuqiao Xian (本科生), Haifeng Hu (通讯作者), Enhanced Multi-Dataset Transfer Learning Method for Unsupervised Person Re-identification Using Co-Training Strategy, IET Computer Vision, Vol.12, No.8, pp.1219-1227,2018
  205. Jianquan Gu (研究生), Haifeng Hu (通讯作者), Haoxi Li (研究生), Local Robust Sparse Representation for Face Recognition with Single Sample per Person, IEEE/CAA Journal of Automatica Sinica (JAS), Vol. 5, No.2, pp. 547- 554, 2018
  206. Siyue Xie (研究生), Haifeng Hu (通讯作者), Ziyu Yin (本科生), Facial Expression Recognition Using Intra-class Variation Reduced Features and Manifold Regularization Dictionary Pair Learning, IET Computer Vision, Vol.12, No.4, pp. 458-465, 2018
  207. Keqi Wang (研究生)，Haifeng Hu (通讯作者), Tundong Liu, Discriminative kernel sparse representation via l(2) regularisation for face recognition, Electronics Letters, Vol.54, No.23, pp.1324-1325, 2018
  208. Jie Wu (研究生), Haifeng Hu (通讯作者), Cascade Recurrent Neural Network for Image Caption Generation, Electronics Letters, Vol.53, No.25, pp.1642-1643, 2017
  209. Liang Yang (研究生), Haifeng Hu (通讯作者), TVPRNN for image caption generation, Electronics Letters, Vol.53, No.22, pp.1471-1473, 2017
  210. Weixuan Wang (研究生), Haifeng Hu (通讯作者), Multimodal Object Description Network for Dense Captioning, Electronics Letters, Vol.53, No.15, pp.1041-1042, 2017
  211. Lingshuang Du (研究生), Haifeng Hu (通讯作者), Modified Classification and Regression Tree for facial expression recognition with using difference expression images, Electronics Letters, Vol. 53, No. 9 pp. 590-592, 2017
  212. Siyue Xie (研究生)，Haifeng Hu (通讯作者), Facial expression recognition with FRR-CNN, Electronics Letters, Vol.53, No. 4, pp. 235-237, 2017
  213. Weipeng Hu (研究生), Haifeng Hu (通讯作者), Heterogeneous Face Recognition based on Modality-independent Kernel Fisher Discriminant Analysis joint Sparse Auto-encoder, Electronics Letters, Vol.52, No. 21, pp. 1753-1755, 2016
  214. Xiaoying Wang (研究生), Haifeng Hu (通讯作者), Pose robust low-resolution face recognition via coupled kernel-based enhanced discriminant analysis, IEEE/CAA Journal of Automatica Sinica (JAS), Vol. 3, No. 2, pp. 203-212, 2016
  215. Haifeng Hu, Jianquan Gu (研究生), Multi-Manifolds Discriminative Canonical Correlation Analysis for Face Recognition with Image Sets, Cognitive Computation, Vol. 8, pp.900-909, 2016
  216. Haifeng Hu, Illumination invariant face recognition based on dual-tree complex wavelet transform, IET Computer Vision, 9(2), pp.163-173, 2015
  217. Haifeng Hu, Variable Lighting Face Recognition Using Discrete Wavelet Transform, Pattern Recognition Letters, Vol.32, pp.1526-1534, 2011
  218. Haifeng Hu, Ping Zhang, F. De la Torre, Face recognition using enhanced linear discriminant analysis, IET Computer Vision, Vol.4, No. 3, pp.195-208, 2010
  219. Haifeng Hu, Ping Zhang and Zhengming Ma, Direct kernel neighborhood discriminant analysis for face recognition, Pattern Recognition Letters, Vol.30, pp. 902-907, 2009
  220. Ruijun Ma (研究生), Haifeng Hu (通讯作者), Perceptual Face Completion using a Local-Global Generative Adversarial Network, Proceeding of 24th International Conference on Pattern Recognition (ICPR 2018), pp.1670-1675, 2018
  221. Chitung Yip (本科生), Haifeng Hu (通讯作者), Grouped Multi-Task CNN for Facial Attribute Recognition, Proceeding of 24th International Conference on Pattern Recognition (ICPR 2018), pp.272-277, 2018
  222. Haoshan Zhou (本科生), Haifeng Hu (通讯作者), Cross-age Face Recognition Using Reference Coding with Kernel Direct Discriminant Analysis, Proceeding of IEEE International Conference on Image Processing (ICIP 2017), pp. 3810-3814, 2017
  223. Xiang Xiao (研究生), Haifeng Hu (通讯作者), Weixuan Wang, Trajectories-based Motion Neighborhood Feature for Human Action Recognition, Proceeding of IEEE International Conference on Image Processing (ICIP 2017), pp. 4147-4151, 2017
  224. Jianquan Gu (研究生), Haifeng Hu (通讯作者), Siyue Xie (研究生), Enhanced Dictionary Pair Learning Sparse Representation Model for Facial Expression Classification, Proceeding of IEEE International Conference on Image Processing (ICIP 2017), pp. 4467-4471, 2017
  225. Jianquan Gu (研究生), Haifeng Hu (通讯作者), Weipeng Hu, Patch-based alignment-free generic sparse representation for pose-robust face recognition, Proceeding of IEEE International Conference on Image Processing (ICIP 2016), pp.3006-3010, 2016