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Biography

Xiaopeng Hong received his Ph.D. degree in computer application technology from Harbin Institute of Technology, P. R. China, in 2010. He is a professor at Harbin Institute of Technology (HIT), P. R. China. He had been a distinguished research fellow at Xi'an Jiaotong University, P. R. China, and an adjunct professor at the University of Oulu, Finland. Xiaopeng had been a PI of several projects such as the National Key R&D Program Projects, PRC, and Infotech Oulu Postdoctoral funding project. He has authored over 50 articles in journals and conferences such as IEEE T-PAMI, CVPR, ICCV, and AAAI. His studies about subtle facial movement analysis was reported by International media like MIT Technology Review. He was the co-author of a ‘top paper award’ paper in ACM Multimedia 2023 and also the 2020 ‘IEEE Finland Section best student conference paper’. His current research interests include incremental learning, visual surveillance, and micro-expression analysis.

Activities

Employment (3)

Harbin Institute of Technology: Harbin, CN

2021-11-28 to present | Professor (School of Computer Science and Technology)
Employment
Source: Self-asserted source
Xiaopeng HONG

Xi'an Jiaotong University: Xi'an, CN

2019-03-01 to 2021-11-28 | Distinguished Research Felllow
Employment
Source: Self-asserted source
Xiaopeng HONG

University of Oulu: Oulu, FI

2011-03-07 to 2019-06-30 | Dr. (Department of Computer Science and Engineering)
Employment
Source: Self-asserted source
Xiaopeng HONG

Education and qualifications (1)

Harbin Institute of Technology: Harbin, Heilongjiang, CN

2004-07-01 to 2010-11-10 | Ph.D.
Education
Source: Self-asserted source
Xiaopeng HONG

Works (37)

Joint Memory Optimization for Continual Learning

IEEE Transactions on Circuits and Systems for Video Technology
2025 | Journal article
Contributors: Zhiheng Ma; Yaohui Ma; Xiaopeng Hong; Huiyun Li; Shizhou Zhang
Source: check_circle
Crossref

Brain Cognition-Inspired Dual-Pathway CNN Architecture for Image Classification

IEEE Transactions on Neural Networks and Learning Systems
2024 | Journal article
Contributors: Songlin Dong; Yihong Gong; Jingang Shi; Miao Shang; Xiaoyu Tao; Xing Wei; Xiaopeng Hong; Tiangang Zhou
Source: check_circle
Crossref

Deep Class-Incremental Learning From Decentralized Data

IEEE Transactions on Neural Networks and Learning Systems
2024 | Journal article
Contributors: Xiaohan Zhang; Songlin Dong; Jinjie Chen; Qi Tian; Yihong Gong; Xiaopeng Hong
Source: check_circle
Crossref

Energy Efficient Multi-Robot Task Allocation Constrained by Time Window and Precedence

IEEE Transactions on Automation Science and Engineering
2024 | Journal article
Contributors: Lixuan Zhang; Jianzhuang Zhao; Edoardo Lamon; Yabin Wang; Xiaopeng Hong
Source: check_circle
Crossref

Exploiting Multi-Scale Parallel Self-Attention and Local Variation via Dual-Branch Transformer-CNN Structure for Face Super-Resolution

IEEE Transactions on Multimedia
2024 | Journal article
Contributors: Jingang Shi; Yusi Wang; Zitong Yu; Guanxin Li; Xiaopeng Hong; Fei Wang; Yihong Gong
Source: check_circle
Crossref

Image Captioning via Dynamic Path Customization

IEEE Transactions on Neural Networks and Learning Systems
2024 | Journal article
Contributors: Yiwei Ma; Jiayi Ji; Xiaoshuai Sun; Yiyi Zhou; Xiaopeng Hong; Yongjian Wu; Rongrong Ji
Source: check_circle
Crossref

Multi-Scale Spiking Pyramid Wireless Communication Framework for Food Recognition

IEEE Transactions on Multimedia
2024 | Journal article
Contributors: Wenrui Li; Jiahui Li; Mengyao Ma; Xiaopeng Hong; Xiaopeng Fan
Source: check_circle
Crossref

Multidimensional Measure Matching for Crowd Counting

IEEE Transactions on Neural Networks and Learning Systems
2024 | Journal article
Contributors: Hui Lin; Xiaopeng Hong; Zhiheng Ma; Yaowei Wang; Deyu Meng
Source: check_circle
Crossref

Robust and Rotation-Equivariant Contrastive Learning

IEEE Transactions on Neural Networks and Learning Systems
2024 | Journal article
Contributors: Gairui Bai; Wei Xi; Xiaopeng Hong; Xinhui Liu; Yang Yue; Songwen Zhao
Source: check_circle
Crossref

Boosting Semi-supervised Crowd Counting with Scale-based Active Learning

2024-10-28 | Conference paper
Contributors: Shiwei Zhang; Wei Ke; Shuai Liu; Xiaopeng Hong; Tong Zhang
Source: check_circle
Crossref

Label-Efficient Emotion and Sentiment Analysis

2024-10-28 | Conference paper
Contributors: Sicheng Zhao; Guoli Jia; Xiaopeng Hong; Yanyan Zhao; Jianhua Tao
Source: check_circle
Crossref

MEGC2024: ACM Multimedia 2024 Facial Micro-Expression Grand Challenge

2024-10-28 | Conference paper
Contributors: John See; Jingting Li; Adrian K Davison; Gen Bing Liong; Moi Hoon Yap; Wen-Huang Cheng; Xiaobai Li; Xiaopeng Hong; Su-Jing Wang
Source: check_circle
Crossref

Multimodal Blockwise Transformer for Robust Sentiment Recognition

2024-10-28 | Conference paper
Contributors: Zhengqin Lai; Xiaopeng Hong; Yabin Wang
Source: check_circle
Crossref

Semi-Supervised Crowd Counting With Contextual Modeling: Facilitating Holistic Understanding of Crowd Scenes

IEEE Transactions on Circuits and Systems for Video Technology
2024-09 | Journal article
Contributors: Yifei Qian; Xiaopeng Hong; Zhongliang Guo; Ognjen Arandjelović; Carl R. Donovan
Source: check_circle
Crossref

Token-based deep reinforcement learning for Heterogeneous VRP with Service Time Constraints

Knowledge-Based Systems
2024-09 | Journal article
Contributors: Yujun Wang; Xiaopeng Hong; Yabin Wang; Junzhou Zhao; Guanghui Sun; Baoxing Qin
Source: check_circle
Crossref

Semi-Supervised Crowd Counting via Multiple Representation Learning

IEEE Transactions on Image Processing
2023 | Journal article
Contributors: Xing Wei; Yunfeng Qiu; Zhiheng Ma; Xiaopeng Hong; Yihong Gong
Source: check_circle
Crossref

Model Behavior Preserving for Class-Incremental Learning

IEEE Transactions on Neural Networks and Learning Systems
2023-10 | Journal article
Contributors: Yu Liu; Xiaopeng Hong; Xiaoyu Tao; Songlin Dong; Jingang Shi; Yihong Gong
Source: check_circle
Crossref

FME '23: 3rd Facial Micro-Expression Workshop

2023-10-26 | Conference paper
Contributors: Adrian K. Davison; Jingting Li; Moi Hoon Yap; John See; Wen-Huang Cheng; Xiaobai Li; Xiaopeng Hong; Su-Jing Wang
Source: check_circle
Crossref

MEGC2023: ACM Multimedia 2023 ME Grand Challenge

2023-10-26 | Conference paper
Contributors: Adrian K. Davison; Jingting Li; Moi Hoon Yap; John See; Wen-Huang Cheng; Xiaobai Li; Xiaopeng Hong; Su-Jing Wang
Source: check_circle
Crossref

Pseudo Object Replay and Mining for Incremental Object Detection

2023-10-26 | Conference paper
Contributors: Dongbao Yang; Yu Zhou; Xiaopeng Hong; Aoting Zhang; Xin Wei; Linchengxi Zeng; Zhi Qiao; Weipinng Wang
Source: check_circle
Crossref

Disentangling Task-Oriented Representations for Unsupervised Domain Adaptation

IEEE Transactions on Image Processing
2022 | Journal article
Contributors: Pingyang Dai; Peixian Chen; Qiong Wu; Xiaopeng Hong; Qixiang Ye; Qi Tian; Chia-Wen Lin; Rongrong Ji
Source: check_circle
Crossref

Identity-Quantity Harmonic Multi-Object Tracking

IEEE Transactions on Image Processing
2022 | Journal article
Contributors: Yuhang He; Xing Wei; Xiaopeng Hong; Wei Ke; Yihong Gong
Source: check_circle
Crossref

Short and Long Range Relation Based Spatio-Temporal Transformer for Micro-Expression Recognition

IEEE Transactions on Affective Computing
2022-10-01 | Journal article
Contributors: Liangfei Zhang; Xiaopeng Hong; Ognjen Arandjelovic; Guoying Zhao
Source: check_circle
Crossref

Cross-Database Micro-Expression Recognition: A Benchmark

IEEE Transactions on Knowledge and Data Engineering
2022-02-01 | Journal article
Contributors: Tong Zhang; Yuan Zong; Wenming Zheng; C. L. Philip Chen; Xiaopeng Hong; Chuangao Tang; Zhen Cui; Guoying Zhao
Source: check_circle
Crossref

Beyond Universal Person Re-Identification Attack

IEEE Transactions on Information Forensics and Security
2021 | Journal article
Contributors: Wenjie Ding; Xing Wei; Rongrong Ji; Xiaopeng Hong; Qi Tian; Yihong Gong
Source: check_circle
Crossref

Analogy-Detail Networks for Object Recognition

IEEE Transactions on Neural Networks and Learning Systems
2021-10 | Journal article
Contributors: Xiaoyu Tao; Xiaopeng Hong; Weiwei Shi; Xinyuan Chang; Yihong Gong
Source: check_circle
Crossref

Adaptive Modality Distillation for Separable Multimodal Sentiment Analysis

IEEE Intelligent Systems
2021-05-01 | Journal article
Contributors: Wei Peng; Xiaopeng Hong; Guoying Zhao
Source: check_circle
Crossref

3D Skeletal Gesture Recognition via Hidden States Exploration

IEEE Transactions on Image Processing
2020 | Journal article
Contributors: Xin Liu; Henglin Shi; Xiaopeng Hong; Haoyu Chen; Dacheng Tao; Guoying Zhao
Source: check_circle
Crossref

Multi-Target Multi-Camera Tracking by Tracklet-to-Target Assignment

IEEE Transactions on Image Processing
2020 | Journal article
Contributors: Yuhang He; Xing Wei; Xiaopeng Hong; Weiwei Shi; Yihong Gong
Source: check_circle
Crossref

Corrections to “Spatiotemporal Recurrent Convolutional Networks for Recognizing Spontaneous Micro-Expressions”

IEEE Transactions on Multimedia
2020-04 | Journal article
Contributors: Zhaoqiang Xia; Xiaopeng Hong; Xingyu Gao; Xiaoyi Feng; Guoying Zhao
Source: check_circle
Crossref

Spatiotemporal Recurrent Convolutional Networks for Recognizing Spontaneous Micro-Expressions

IEEE Transactions on Multimedia
2020-03 | Journal article
Contributors: Zhaoqiang Xia; Xiaopeng Hong; Xingyu Gao; Xiaoyi Feng; Guoying Zhao
Source: check_circle
Crossref

Characterizing Subtle Facial Movements via Riemannian Manifold

ACM Transactions on Multimedia Computing, Communications, and Applications
2019-11-30 | Journal article
Contributors: Xiaopeng Hong; Wei Peng; Mehrtash Harandi; Ziheng Zhou; Matti Pietikäinen; Guoying Zhao
Source: check_circle
Crossref

A spatial-aware joint optic disc and cup segmentation method

Neurocomputing
2019-09 | Journal article
Contributors: Qing Liu; Xiaopeng Hong; Shuo Li; Zailiang Chen; Guoying Zhao; Beiji Zou
Source: check_circle
Crossref

Saliency Integration: An Arbitrator Model

IEEE Transactions on Multimedia
2019-01 | Journal article
Contributors: Yingyue Xu; Xiaopeng Hong; Fatih Porikli; Xin Liu; Jie Chen; Guoying Zhao
Source: check_circle
Crossref

Sparse projections matrix binary descriptors for face recognition

Neurocomputing
2018-07 | Journal article
Contributors: Chunxiao Fan; Lei Tian; Yue Ming; Xiaopeng Hong; Guoying Zhao; Matti Pietikäinen
Source: check_circle
Crossref

Saliency detection via bi-directional propagation

Journal of Visual Communication and Image Representation
2018-05 | Journal article
Contributors: Yingyue Xu; Xiaopeng Hong; Xin Liu; Guoying Zhao
Source: check_circle
Crossref

Capturing correlations of local features for image representation

Neurocomputing
2016-04 | Journal article
Contributors: Xiaopeng Hong; Guoying Zhao; Stefanos Zafeiriou; Maja Pantic; Matti Pietikäinen
Source: check_circle
Crossref

Peer review (1 review for 1 publication/grant)

Review activity for International journal of computer vision. (1)