韩军功｜清华大学｜学者主页

2026

AMK-CDiffNet: Adaptive-multiscale K-space cold diffusion network for fast MRI reconstruction

Bingchen Dong, Gengshen Wu, Xia Feng, Yi Liu, Jungong Han

Expert Systems With Applications，Vol. 297

DOI

2026

Semi-Negative Contrastive Subclass Discriminative Network for Compositional Zero-Shot Learning

Yang Liu, Xinshuo Wang, Xin-Bo Gao, Jungong Han, L. Shao

IEEE Transactions on Image Processing

DOI

2026

Embodied Spatial Affordance: Spatial-Aware Affordance Learning for Embodied Navigation and Manipulation

Xiaoshuai Hao, Yingbo Tang, Ling-Feng Zhang, Long Chen, Wei Zhou, Jungong Han, Wen-Bo Ding, Xiao-Ping Zhang

IEEE Transactions on Image Processing

DOI

2026

Enhancing graph learning interpretability through modulating cluster information flow

Jiayi Yang, Wei Ye, Xin Sun, Rui Fan, Jungong Han

Pattern Recognition

DOI

2026

HarmoniDiff-RS: Training-Free Diffusion Harmonization for Satellite Image Composition

Xiaoqin Zhuang, J. D. dos Santos, Jungong Han

2026 IEEE/CVF Conference on Computer Vision and Pattern Recognition- FINDINGS Track (CVPRF)

DOI

2026

Impostor: An Agent-Curated Benchmark for Realistic AIGC Manipulation Localization

Zhenliang Li, Yutao Hu, Qi-Xiong Wang, Wenpeng Du, Hongxiang Jiang, Jiasong Wu, Xiao-Long Jiang, Jungong Han

arXiv.org

DOI

2026

Exploring Disentangled Representations for Enhanced RGB-Thermal Semantic Segmentation

Wenli Liang, Yuanjian Yang, Caifeng Shan, Jungong Han

IEEE transactions on multimedia

DOI

2026

Dual-Path Consistency Learning via Hierarchical Neighborhood Perturbation for Scribble-Supervised Semantic Segmentation

Su Yan, Li-Ping Zhang, Xin Ning, Yu-Gui Zhang, Xiao Bai, Jungong Han

IEEE transactions on circuits and systems for video technology (Print)

DOI

2026

RSCLIP for Training-Free Open-Vocabulary Remote Sensing Image Semantic Segmentation

Shan-Wen Wang, Xin Sun, Jungong Han, Xiao-Xiang Zhu

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2026

3D Object Detection and Knowledge Distillation in Autonomous Driving: A Survey

Wei-Qing Yan, Changhong Bu, Yuanyang Zhang, Guang-Hui Yue, Wei Zhou, Xia-Tian Zhu, Jungong Han

Information Fusion

DOI

2026

Cyclic Pseudo-Label Generation and Refinement for Weakly Supervised Referring Expression Grounding

Jiahe Wu, Zhong Ji, Yaodong Wang, Yanwei Pang, Jungong Han

IEEE transactions on circuits and systems for video technology (Print)

DOI

2026

Modality Adaptive Network for Arbitrary Modality Salient Object Detection

Yang Yang, Nian-Chang Huang, Qiang Zhang, Jungong Han, Jin Huang

IEEE transactions on multimedia

DOI

2026

Exploring the Stochastic Regularisation in Normalisation Layers for Semi-Supervised Learning

Changrui Chen, Jungong Han, Kurt Debattista

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2026

On-device large language models: a survey of model compression and system optimization

Wanyi Chen, Junhao Wang, Yiwei Zhang, Yufan Shi, Tianyi Jiang, Shudong Zhou, Chen‐Xu Wu, Andi Zhang, Chenyue Zhou, Minxuan Wang, Xinyu Liu, Xiaoshuai Hao, Yinan Wu, Yichen Li, Yuwei Hu, Zhao Cao, Yang Lu, Mengke Li, Yanbiao Ma, Zhiwu Lu, Jungong Han, Yike Guo

Artificial Intelligence Review

DOI

2026

Multi-Stage Knowledge Integration of Vision-Language Models for Continual Learning

Hongsheng Zhang, Zhong Ji, Jingren Liu, Yanwei Pang, Jungong Han

IEEE Transactions on Image Processing

DOI

2026

Underlying Semantic Diffusion for Effective and Efficient In-Context Learning

Zhong Ji, Weilong Cao, Yan Ting Zhang, Yanwei Pang, Jungong Han

IEEE Transactions on Image Processing

DOI

2026

ConsDreamer: Advancing Multi-View Consistency for Zero-Shot Text-to-3D Generation

Yuan Zhou, Shilong Jin, Litao Hua, Wanjun Lv, Haoran Duan, Jungong Han

IEEE Transactions on Image Processing

DOI

2026

DR-EFT: Exploring and reloading domain-representative experts for the memory-constrained fine-tuning of MoE large models

Zhaomeng Cheng, Zhong Ji, Yan Zhang, Jungong Han, Chen Tang, Yue Wu

Neural Networks

DOI

2026

MetaFusion: Instance-Aware Meta-Prompting and Token Refinement for VLMs Generalization

Muxin Liu, Fangtai Wu, Ziqian Lu, Zhao Wang, Yunlong Yu, Jungong Han, Zhongfei Mark Zhang

IEEE Transactions on Artificial Intelligence

DOI

2026

Improving anomaly detection with foundation-model synthesis and wavelet-domain attention

Wensheng Wu, Zheming Lu, Ziqian Lu, Zewei He, Xuecheng Sun, Zhao Wang, Jungong Han, Yunlong Yu

Neural Networks

DOI

2026

Generative model-based mixed-semantic enhancement for transductive zero-shot learning

Huaizhou Qi, Yang Liu, Jungong Han, Lei Zhang

Pattern Recognition

DOI

2026

Interpretable Few-Shot Image Classification via Prototypical Concept-Guided Mixture of LoRA Experts

Zhong Ji, Rongshuai Wei, Jingren Liu, Yanwei Pang, Jungong Han

IEEE Transactions on Image Processing

DOI

2026

Text-Guided Visual Representation Learning for Robust Multimodal E-Commerce Recommendation

Yufei Guo, Jing Ma, Yixuan Dong, Tianlu Zhang, Shijie Yang, Yanlong Zang, Weijie Ding, Pinghua Gong, Jungong Han

ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)

DOI

2026

SAR: semantic ambiguity relief network for RGB-T semantic segmentation

Shenlu Zhao, Jingyi Li, Qiang Jiao, Qiang Zhang, Jungong Han

Information Fusion

DOI

2026

Zero-Shot Sketch-Based Image Retrieval via Mixed Species Augmentation and Bidirectional Mining

Yang Liu, Jiale Du, Xinbo Gao, Jungong Han, Ling Shao

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2026

LLMI3D: MLLM-Based 3D Perception From a Single 2D Image

Fan Yang, Sicheng Zhao, Yanhao Zhang, Hui Chen, H. Lu, Jungong Han, Guiguang Ding

IEEE Transactions on Multimedia

DOI

2026

Point Linguist Model: Segment Any Object via Bridged Large 3D-Language Model

Zhuoxu Huang, Mingqi Gao, Jungong Han

IEEE Transactions on Multimedia

DOI

2026

Towards Purified Multi-label Test-Time Adaptation of Vision-Language Models

Yiwen Liang, Hui Chen, Yizhe Xiong, Mengyao Lyu, Yuhan Cao, Zijia Lin, Shuaicheng Niu, Sicheng Zhao, Jungong Han, Guiguang Ding

Lecture notes in computer science

DOI

2025

Seamless Detection: Unifying Salient Object Detection and Camouflaged Object Detection

Yi Liu, Chengxin Li, Xiaohui Dong, Lei Li, Dingwen Zhang, Shoukun Xu, Jungong Han

Expert Systems With Applications，Vol. 274

DOI

2025

基于深度学习的RGB-D图像显著性目标检测前沿进展

黄年昌，杨阳，张强，韩军功

《计算机学报》

2025

Addressing Inconsistent Labeling With Cross Image Matching for Scribble-Based Medical Image Segmentation

Jing-Kun Chen, Wenjian Huang, Jianguo Zhang, K. Debattista, Jungong Han

IEEE Transactions on Image Processing

DOI

2025

Cross-Modality Distillation for Multi-Modal Tracking

Tianlu Zhang, Qiang Zhang, K. Debattista, Jungong Han

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2025

Frequency-Spatial Complementation: Unified Channel-Specific Style Attack for Cross-Domain Few-Shot Learning

Zhong Ji, Zhilong Wang, Xiyao Liu, Yun-Long Yu, Yanwei Pang, Jungong Han

IEEE Transactions on Image Processing

DOI

2025

Variational Adapter: Improving CLIP in Data-Imbalanced Scenarios

Zi-Qian Lu, Mu-Shui Liu, Yun-Long Yu, Zhao Wang, Xi Li, Jungong Han

IEEE transactions on circuits and systems for video technology (Print)

DOI

2025

CSANet: Cross-Modality Self-Paced Association Network for Unsupervised Visible-Infrared Person Re-Identification

Rui-Da Xi, Zhenyang Fu, Nian-Chang Huang, Xiao-Wei Zhao, Qiang Zhang, Jungong Han

IEEE Transactions on Information Forensics and Security

DOI

2025

MCHM25: Multimedia Computing for Health and Medicine

Wei Zhou, Hadi Amirpour, Li Yu, Jungong Han, Richang Hong, P. Rosin

ACM Multimedia

DOI

2025

Towards Few-Shot Object Detection Through Dual Calibration

Sheng-Ong Ding, Yi Liu, Jungong Han

IEEE Transactions on Intelligent Vehicles

DOI

2025

HRI: Harmonizing Rotation Invariance for Remote Sensing Pretraining Model

Shan-Juan Chen, Yun-Long Yu, Ying-Ming Li, Zhao Wang, Chao Wu, Fei Deng, Jungong Han

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Multi-Branch Differential Bidirectional Fusion Network for RGB-T Semantic Segmentation

Wenli Liang, C. Shan, Yuanjian Yang, Jungong Han

IEEE Transactions on Intelligent Vehicles

DOI

2025

Semi-Supervised Semantic Segmentation for Remote Sensing Images via Multiscale Uncertainty Consistency and Cross-Teacher–Student Attention

Shan-Wen Wang, Xin Sun, Chang-Rui Chen, Danfeng Hong, Jungong Han

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Rethinking the Upsampling Layer in Hyperspectral Image Super Resolution

Haohang Shi, Fei Zhou, Xin Sun, Jungong Han

IEEE transactions on multimedia

DOI

2025

SAIGFormer: A Spatially-Adaptive Illumination-Guided Network for Low-Light Image Enhancement

Han-Ting Li, Fei Zhou, Xin Sun, Hua Yang, Jungong Han, Liang Zhang

IEEE transactions on multimedia

DOI

2025

Fixing Background Misclassification in Few-Shot Object Detection via Product of Experts

Ding Sheng Ong, Yi Liu, Changjing Shang, Guiguang Ding, Qiang Shen, Jungong Han

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2025

‘Knowledge and experience’ for visible-infrared person re-identification

Nianchang Huang, Jialiang Wang, Qiang Zhang, Jungong Han, Jin H. Huang

Pattern Recognition

DOI

2025

CAIT: Triple-Win C ompression Toward High A ccuracy, Fast I nference, and Favorable T ransferability for ViTs

Ao Wang, Hui Chen, Zijia Lin, Sicheng Zhao, Jungong Han, Guiguang Ding

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2025

Temporal Modeling With Frozen Vision–Language Foundation Models for Parameter-Efficient Text–Video Retrieval

Leqi Shen, Tianxiang Hao, Tao He, Yifeng Zhang, Pengzhang Liu, Sicheng Zhao, Jungong Han, Guiguang Ding

IEEE Transactions on Neural Networks and Learning Systems

DOI

2025

Mitigating fusion bias for RGB-D salient object detection

Yang Yang, Nianchang Huang, Qiang Zhang, Jungong Han

Pattern Recognition

DOI

2025

LSNet: See Large, Focus Small

Ao Wang, Hui Chen, Zijia Lin, Jungong Han, Guiguang Ding

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2025

DiscoVLA: Discrepancy Reduction in Vision, Language, and Alignment for Parameter-Efficient Video-Text Retrieval

Leqi Shen, Guoqiang Gong, Tianxiang Hao, Tao He, Yifeng Zhang, Pengzhang Liu, Sicheng Zhao, Jungong Han, Guiguang Ding

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2025

Correction: Parameter Efficient Fine-Tuning for Multi-modal Generative Vision Models with Möbius-Inspired Transformation

Haoran Duan, Shuai Shao, Bing Zhai, Tejal Shah, Jungong Han, Rajiv Kumar Ranjan

International Journal of Computer Vision

DOI

2025

Promptable Anomaly Segmentation with SAM Through Self-Perception Tuning

Hui-Yue Yang, Hui Chen, Ao Wang, Kai Chen, Zijia Lin, Yongliang Tang, Pengcheng Gao, Yuming Quan, Jungong Han, Guiguang Ding

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2025

Parameter Efficient Fine-Tuning for Multi-modal Generative Vision Models with Möbius-Inspired Transformation

Haoran Duan, Shuai Shao, Bing Zhai, Tejal Shah, Jungong Han, Rajiv Kumar Ranjan

International Journal of Computer Vision

DOI

2025

Part-Whole Relational Fusion Towards Multi-Modal Scene Understanding

Yi Liu, Chengxin Li, Shoukun Xu, Jungong Han

International Journal of Computer Vision

DOI

2025

Resolving semantic conflicts in RGB-T semantic segmentation

Shenlu Zhao, Ziniu Jin, Qiang Jiao, Qiang Zhang, Jungong Han

Pattern Recognition

DOI

2025

LIPT: Latency-Aware Image Processing Transformer

Junbo Qiao, Wei Li, Haizhen Xie, Hanting Chen, Jie Hu, Shaohui Lin, Jungong Han

IEEE Transactions on Image Processing

DOI

2025

Raformer: Redundancy-Aware Transformer for Video Wire Inpainting

Zhong Ji, Yimu Su, Yan Zhang, Jiacheng Hou, Yanwei Pang, Jungong Han

IEEE Transactions on Image Processing

DOI

2025

DAR-Prompt: Dynamic Regulation in Prompt Tuning for Multi-Label Zero-Shot Learning

Yiwen Liang, Hui Chen, Zijia Lin, Pengzhang Liu, Jiaxing Wang, Guoxin Wang, Lin Li, Sicheng Zhao, Jungong Han, Guiguang Ding

IEEE Transactions on Image Processing

DOI

2025

Unbiased max–min embedding classification for transductive few-shot learning: Clustering and classification are all you need

Feixiang Liu, Yang Liu, Yang Liu, Jungong Han

Neurocomputing

DOI

2025

Balancing light and shadow: Multi-modal image exposure restoration via frequency-phase-driven RGB-IR integration

Jingkun Chen, Jingchao Peng, Junde Wu, Tianlu Zhang, Thomas Bashford‐Rogers, Kurt Debattista, Vicente Grau, Jungong Han

Information Fusion

DOI

2025

Advancing Reliable Test-Time Adaptation of Vision-Language Models under Visual Variations

Yiwen Liang, Hui Chen, Yizhe Xiong, Zihan Zhou, Mengyao Lyu, Zijia Lin, Shuaicheng Niu, Sicheng Zhao, Jungong Han, Guiguang Ding

ACM International Conference on Multimedia (ACM MM)

DOI

2025

YOLOE: Real-Time Seeing Anything

Ao Wang, Lihao Liu, Hui Chen, Zijia Lin, Jungong Han, Guiguang Ding

IEEE/CVF International Conference on Computer Vision (ICCV)

DOI

2025

Out-of-distribution detection: Sparsification meets subspace

Xun Zhang, Yang Liu, Jungong Han

Neurocomputing

DOI

2025

Towards efficient RGB-T semantic segmentation via feature generative distillation strategy

Shenlu Zhao, Jingyi Wang, Qiang Zhang, Jungong Han

Information Fusion

DOI

2025

Toward Realistic Hierarchical Object Detection: Problem, Benchmark, and Solution

Juexiao Feng, Yuhong Yang, Mengyao Lyu, Tianxiang Hao, Yi-Jie Huang, Yanchun Xie, Yaqian Li, Jungong Han, Liuyu Xiang, Guiguang Ding

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2025

Multiscale Adapter Based on SAM for Remote Sensing Semantic Segmentation

Shanjuan Chen, Yunlong Yu, Yingming Li, Zhao Wang, Xi Li, Jungong Han

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2025

Mitigating Hallucinations in Multi-modal Large Language Models via Image Token Attention-Guided Decoding

Xinhao Xu, Hui Chen, Mengyao Lyu, Sicheng Zhao, Yizhe Xiong, Zijia Lin, Jungong Han, Guiguang Ding

Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL)

DOI

2025

Extending LLM Context Window with Adaptive Grouped Positional Encoding: A Training-Free Method

Xinhao Xu, Jiaxin Li, Hui Chen, Zijia Lin, Jungong Han, Guiguang Ding

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2025

Cross-Modality Prompts: Few-Shot Multi-Label Recognition With Single-Label Training

Zixuan Ding, Zihan Zhou, Hui Chen, Tianxiang Hao, Yizhe Xiong, Sicheng Zhao, Qiang Zhang, Jungong Han

IEEE Transactions on Multimedia

DOI

2025

Robust and Discriminative Visual-Semantic Alignment for Zero-Shot Remote Sensing Image Scene Classification

Yang Liu, Weixing Luo, Xinbo Gao, Jungong Han, Ling Shao

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Temporal Scaling Law for Large Language Models

Yizhe Xiong, Xiansheng Chen, Xin Ye, Hui Chen, Zijia Lin, Haoran Lian, Zhenpeng Su, Wei Huang, Jianwei Niu, Jungong Han, Guiguang Ding

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2025

DSMoE: Matrix-Partitioned Experts with Dynamic Routing for Computation-Efficient Dense LLMs

Minxuan Lv, Zhenpeng Su, Leiyu Pan, Yizhe Xiong, Zijia Lin, Hui Chen, Wei Zhou, Jungong Han, Guiguang Ding, Wenwu Ou, Di Zhang, Kun Gai, Songlin Hu

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2024

FMCNet+: Feature-Level Modality Compensation for Visible-Infrared Person Re-Identification

Rui-Da Xi, Nian-Chang Huang, C. Lai, Qiang Zhang, Jungong Han

IEEE Transactions on Neural Networks and Learning Systems

DOI

2024

Tolerant Self-Distillation for image classification

Mu-Shui Liu, Yun-Long Yu, Zhong Ji, Jungong Han, Zhong-Fei Zhang

Neural Networks

DOI

2024

Adaptive Relation-Aware Network for zero-shot classification

Xun Zhang, Yang Liu, Yuhao Dang, Xin-Bo Gao, Jungong Han, L. Shao

Neural Networks

DOI

2024

Model Attention Expansion for Few-Shot Class-Incremental Learning

Xuan Wang, Zhong Ji, Yun-Long Yu, Yanwei Pang, Jungong Han

IEEE Transactions on Image Processing

DOI

2024

Capsule Networks With Residual Pose Routing

Yi Liu, De Cheng, Ding-Wen Zhang, Shou-Kun Xu, Jungong Han

IEEE Transactions on Neural Networks and Learning Systems

DOI

2024

Exploring Multi-Modal Spatial–Temporal Contexts for High-Performance RGB-T Tracking

Tianlu Zhang, Qiang Jiao, Qiang Zhang, Jungong Han

IEEE Transactions on Image Processing

DOI

2024

Imbalance Mitigation for Continual Learning via Knowledge Decoupling and Dual Enhanced Contrastive Learning

Zhong Ji, Zhanyu Jiao, Qiang Wang, Yanwei Pang, Jungong Han

IEEE Transactions on Neural Networks and Learning Systems

DOI

2024

Feature Calibrating and Fusing Network for RGB-D Salient Object Detection

Q. Zhang, Qi Qin, Yang Yang, Qiang Jiao, Jungong Han

IEEE transactions on circuits and systems for video technology (Print)

DOI

2024

On Exploring Shape and Semantic Enhancements for RGB-X Semantic Segmentation

Yuanjian Yang, C. Shan, Fang Zhao, Wen-Li Liang, Jungong Han

IEEE Transactions on Intelligent Vehicles

DOI

2024

Binocular Image Dehazing via a Plain Network Without Disparity Estimation

Jing Nie, Yan-Wei Pang, J. Xie, Jungong Han, Xuelong Li

IEEE transactions on multimedia

DOI

2024

MDCGA-Net: Multiscale Direction Context-Aware Network With Global Attention for Building Extraction From Remote Sensing Images

Peng-Hui Niu, Junhua Gu, Yajuan Zhang, Ping Zhang, Tao-Tao Cai, Wenjia Xu, Jungong Han

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DOI

2024

Self-Prompting Perceptual Edge Learning for Dense Prediction

Hao Chen, Yonghan Dong, Zhe-Ming Lu, Yun-Long Yu, Jungong Han

IEEE transactions on circuits and systems for video technology (Print)

DOI

2024

DCMSTRD: End-to-end Dense Captioning via Multi-Scale Transformer Decoding

Zhuang Shao, Jungong Han, K. Debattista, Yanwei Pang

IEEE transactions on multimedia

DOI

2024

Weakly Supervised Joint Transfer and Regression of Textures for 3-D Human Reconstruction

Fang Zhao, Shengcai Liao, Jian-Tong Huo, Zhi-Sheng Huo, Wenhao Wang, Jungong Han, C. Shan

IEEE transactions on consumer electronics

DOI

2024

Self-Supervised Edge Perceptual Learning Framework for High-Resolution Remote Sensing Images Classification

Guang-Fei Li, Wen-Bing Liu, Quan-Xue Gao, Qianqian Wang, Jungong Han, Xin-Bo Gao

IEEE transactions on circuits and systems for video technology (Print)

DOI

2024

Enhancing visual tracking with a unified temporal Transformer framework

Tianlu Zhang, Ziniu Jin, K. Debattista, Qiang Zhang, Jungong Han

IEEE Transactions on Intelligent Vehicles

DOI

2024

Eliminate Before Align: A Remote Sensing Image-Text Retrieval Framework with Keyword Explicit Reasoning

Zhong Ji, Changxu Meng, Yan Zhang, Haoran Wang, Yanwei Pang, Jungong Han

ACM Multimedia

DOI

2024

Lightweight Multiperson Pose Estimation With Staggered Alignment Self-Distillation

Zhen-Kun Fan, Zhuo-Xu Huang, Zhixiang Chen, Tao Xu, Jungong Han, Josef Kittler

IEEE transactions on multimedia

DOI

2024

A Coarse-to-Fine Cell Division Approach for Hyperspectral Remote Sensing Image Classification

Guang-Fei Li, Quan-Xue Gao, Jungong Han, Xin-Bo Gao

IEEE transactions on circuits and systems for video technology (Print)

DOI

2024

Towards High-Quality MRI Reconstruction With Anisotropic Diffusion-Assisted Generative Adversarial Networks and Its Multi-Modal Images Extension

Yuyang Luo, Gengshen Wu, Yi Liu, Wen-Jian Liu, Jungong Han

IEEE journal of biomedical and health informatics

DOI

2024

Progressive Semantic Reconstruction Network for Weakly Supervised Referring Expression Grounding

Zhong Ji, Jiahe Wu, Yaodong Wang, Ai-Ping Yang, Jungong Han

IEEE transactions on circuits and systems for video technology (Print)

DOI

2024

TCGNet: Type-Correlation Guidance for Salient Object Detection

Yi Liu, Ling Zhou, Gengshen Wu, Shou-Kun Xu, Jungong Han

IEEE transactions on intelligent transportation systems (Print)

DOI

2024

AMNet: Learning to Align Multi-Modality for RGB-T Tracking

Tianlu Zhang, Xiaoyi He, Qiang Jiao, Qiang Zhang, Jungong Han

IEEE transactions on circuits and systems for video technology (Print)

DOI

2024

Pseudo-labelling Should Be Aware of Disguising Channel Activations

Chang-Rui Chen, K. Debattista, Jungong Han

European Conference on Computer Vision

DOI

2024

One-dimensional Adapter to Rule Them All: Concepts, Diffusion Models and Erasing Applications

Mengyao Lyu, Yuhong Yang, Haiwen Hong, Hui Chen, Xuan Jin, Yuan He, Hui Xue, Jungong Han, Guiguang Ding

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2024

Hierarchical and complementary experts transformer with momentum invariance for image-text retrieval

Yan Zhang, Zhong Ji, Yanwei Pang, Jungong Han

Knowledge-Based Systems

DOI

2024

Modality-experts coordinated adaptation for large multimodal models

Yan Zhang, Zhong Ji, Yanwei Pang, Jungong Han, Xuelong Li

Science China Information Sciences

DOI

2024

PYRA: Parallel Yielding Re-activation for Training-Inference Efficient Task Adaptation

Yizhe Xiong, Hui Chen, Tianxiang Hao, Zijia Lin, Jungong Han, Yuesong Zhang, Guoxin Wang, Yongjun Bao, Guiguang Ding

Lecture notes in computer science

DOI

2024

Learn from the Learnt: Source-Free Active Domain Adaptation via Contrastive Sampling and Visual Persistence

Mengyao Lyu, Tianxiang Hao, Xinhao Xu, Hui Chen, Zijia Lin, Jungong Han, Guiguang Ding

Lecture notes in computer science

DOI

2023

Structural and functional connectivity of the whole brain and subnetworks in individuals with mild traumatic brain injury: predictors of patient prognosis

Sihong Huang, Jungong Han, Hairong Zheng, Mengjun Li, Chuxin Huang, Xiao-Yan Kui, Jun Liu

Neural Regeneration Research

DOI

2023

Mitigating Modality Discrepancies for RGB-T Semantic Segmentation

Shenlu Zhao, Yichen Liu, Qiang Jiao, Qian Zhang, Jungong Han

IEEE Transactions on Neural Networks and Learning Systems

DOI

2023

Exploring Structured Semantic Prior for Multi Label Recognition with Incomplete Labels

Zixuan Ding, Ao Wang, Hui Chen, Q. Zhang, Pengzhang Liu, Yong-Jun Bao, Weipeng P. Yan, Jungong Han

Computer Vision and Pattern Recognition

DOI

2023

Efficient RGB-T Tracking via Cross-Modality Distillation

Tianlu Zhang, Hongyuan Guo, Qiang Jiao, Q. Zhang, Jungong Han

Computer Vision and Pattern Recognition

DOI

2023

Dynamic contrastive learning guided by class confidence and confusion degree for medical image segmentation

Jing-Kun Chen, Changrui Chen, Wenjian Huang, Jianguo Zhang, K. Debattista, Jungong Han

Pattern Recognition

DOI

2023

Balancing Feature Alignment and Uniformity for Few-Shot Classification

Yun-Long Yu, Ding-Yi Zhang, Zhong Ji, Xi Li, Jungong Han, Zhong-Fei Zhang

IEEE Transactions on Image Processing

DOI

2023

Virtual Category Learning: A Semi-Supervised Learning Method for Dense Prediction With Extremely Limited Labels

Chang-Rui Chen, Jungong Han, K. Debattista

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2023

Beyond One-to-One: Rethinking the Referring Image Segmentation

Yutao Hu, Qixiong Wang, Wenqi Shao, En-Ze Xie, Zhen-Guo Li, Jungong Han, Ping Luo

IEEE International Conference on Computer Vision

DOI

2023

Latent Feature Pyramid Network for Object Detection

J. Xie, Yanwei Pang, Jing Nie, Jia-Le Cao, Jungong Han

IEEE transactions on multimedia

DOI

2023

Complementary Feature Pyramid Network for Object Detection

J. Xie, Yan-Wei Pang, Jing Pan, Jing Nie, Jia-Le Cao, Jungong Han

ACM Trans. Multim. Comput. Commun. Appl.

DOI

2023

Textual Context-Aware Dense Captioning With Diverse Words

Zhuang Shao, Jungong Han, K. Debattista, Yan-Wei Pang

IEEE transactions on multimedia

DOI

2023

Supervised biadjacency networks for stereo matching

Hanqing Sun, Jungong Han, Yanwei Pang, Xuelong Li

Multimedia tools and applications

DOI

2023

Filter Pruning for Efficient CNNs via Knowledge-driven Differential Filter Sampler

Shaohui Lin, Wenxuan Huang, Jiao Xie, Bao-Chang Zhang, Yun-Hang Shen, Zhou Yu, Jungong Han, D. Doermann

arXiv.org

DOI

2023

Boosting Variational Inference With Margin Learning for Few-Shot Scene-Adaptive Anomaly Detection

Xin Huang, Yutao Hu, Xiaoyan Luo, Jungong Han, Bao-Chang Zhang, Xian-Bin Cao

IEEE transactions on circuits and systems for video technology (Print)

DOI

2023

Dense Affinity Matching for Few-Shot Segmentation

Hao Chen, Yonghan Dong, Zheming Lu, Yunlong Yu, Ying-Ming Li, Jungong Han, Zhongfei Zhang

Neurocomputing

DOI

2023

SegGPT Meets Co-Saliency Scene

Yi Liu, Shou-Kun Xu, Ding-Wen Zhang, Jungong Han

arXiv.org

DOI

2023

Pedestrian Attribute Recognition via Spatio-temporal Relationship Learning for Visual Surveillance

Zhenyu Liu, Da Li, Xinyu Zhang, Zhang Zhang, Peng Zhang, C. Shan, Jungong Han

ACM Trans. Multim. Comput. Commun. Appl.

DOI

2023

Co-segmentation assisted cross-modality person re-identification

Nian-Chang Huang, Baichao Xing, Qiang Zhang, Jungong Han, Jin Huang

Information Fusion

DOI

2023

Progressive Recurrent Neural Network for Multispectral Remote Sensing Image Destriping

Jia Li, Jun-Jie Zhang, Jungong Han, C. Yan, Dan Zeng

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

FMCNet: Feature-Level Modality Compensation for Visible-Infrared Person Re-Identification

Q. Zhang, C. Lai, Jia-Nan Liu, Nian-Chang Huang, Jungong Han

Computer Vision and Pattern Recognition

DOI

2022

Video Object Segmentation using Point-based Memory Network

Mingqi Gao, Jungong Han, Feng Zheng, J. J. Yu, G. Montana

Pattern Recognition

DOI

2022

Zero-Shot Learning With Attentive Region Embedding and Enhanced Semantics

Yang Liu, Yuhao Dang, Xin-Bo Gao, Jungong Han, Ling Shao

IEEE Transactions on Neural Networks and Learning Systems

DOI

2022

Disentangled Capsule Routing for Fast Part-Object Relational Saliency

Yi Liu, Ding-Wen Zhang, Nian Liu, Shou-Kun Xu, Jungong Han

IEEE Transactions on Image Processing

DOI

2022

Zero-shot learning via a specific rank-controlled semantic autoencoder

Yang Liu, Xin-Bo Gao, Jungong Han, Li Liu, Ling Shao

Pattern Recognition

DOI

2022

Discriminative unimodal feature selection and fusion for RGB-D salient object detection

Nian-Chang Huang, Yong-Jiang Luo, Qiang Zhang, Jungong Han

Pattern Recognition

DOI

2022

Hybrid Routing Transformer for Zero-Shot Learning

Dezhong Cheng, Gerong Wang, Boshen Wang, Qiang Zhang, Jungong Han, Ding-Wen Zhang

Pattern Recognition

DOI

2022

Scaling Up Your Kernels to 31×31: Revisiting Large Kernel Design in CNNs

Xiaohan Ding, X. Zhang, Yi-Zhuang Zhou, Jungong Han, Gui-Guang Ding, Jian Sun

Computer Vision and Pattern Recognition

DOI

2022

Cross-modality person re-identification via multi-task learning

Nian-Chang Huang, Kunlong Liu, Yang Liu, Q. Zhang, Jungong Han

Pattern Recognition

DOI

2022

Region-Object Relation-Aware Dense Captioning via Transformer

Zhuang Shao, Jungong Han, Demetris Marnerides, K. Debattista

IEEE Transactions on Neural Networks and Learning Systems

DOI

2022

Editorial for the special issue on deep learning for precise and efficient object detection

Yan-Wei Pang, Jungong Han, Xin Lu, N. Conci

Pattern Recognition Letters

DOI

2022

Improving Synthetic to Realistic Semantic Segmentation With Parallel Generative Ensembles for Autonomous Urban Driving

Dewei Yi, Hui Fang, Yining Hua, Jinya Su, M. Quddus, Jungong Han

IEEE Transactions on Cognitive and Developmental Systems

DOI

2022

Revisiting Modality-Specific Feature Compensation for Visible-Infrared Person Re-Identification

Jia-Nan Liu, Jialiang Wang, Nian-Chang Huang, Q. Zhang, Jungong Han

IEEE transactions on circuits and systems for video technology (Print)

DOI

2022

LCPFormer: Towards Effective 3D Point Cloud Analysis via Local Context Propagation in Transformers

Zhuo Huang, Zhiyou Zhao, Banghuai Li, Jungong Han

IEEE transactions on circuits and systems for video technology (Print)

DOI

2022

Stereo Refinement Dehazing Network

Jing Nie, Yanwei Pang, J. Xie, Jing Pan, Jungong Han

IEEE transactions on circuits and systems for video technology (Print)

DOI

2022

Real-time facial expression recognition based on iterative transfer learning and efficient attention network

Yinghui Kong, Shuai-Tong Zhang, Ke Zhang, Q. Ni, Jungong Han

IET Image Processing

DOI

2022

MAPLE: Masked Pseudo-Labeling autoEncoder for Semi-supervised Point Cloud Action Recognition

Xiaodong Chen, Wu Liu, Xinchen Liu, Yongdong Zhang, Jungong Han, Tao Mei

ACM Multimedia

DOI

2022

Bi-Directional Progressive Guidance Network for RGB-D Salient Object Detection

Yang Yang, Qi Qin, Yong-Jiang Luo, Yi Liu, Qiang Zhang, Jungong Han

IEEE transactions on circuits and systems for video technology (Print)

DOI

2022

Confidence-Guided Centroids for Unsupervised Person Re-Identification

Yunqi Miao, Jian-Kang Deng, Gui-Guang Ding, Jungong Han

IEEE Transactions on Information Forensics and Security

DOI

2022

Deep learning for visible-infrared cross-modality person re-identification: A comprehensive review

Nian-Chang Huang, Jia-Nan Liu, Yunqi Miao, Q. Zhang, Jungong Han

Information Fusion

DOI

2022

Guest Editorial Artificial Intelligence in Pre-DICOM

Tao Tan, R. Soni, Jungong Han, S. Li

IEEE journal of biomedical and health informatics

DOI

2022

Semi-supervised Object Detection via VC Learning

Changrui Chen, K. Debattista, Jungong Han

European Conference on Computer Vision

DOI

2022

Variational Self-Distillation for Remote Sensing Scene Classification

Yutao Hu, Xin Huang, Xiaoyan Luo, Jungong Han, Xian-Bin Cao, Jun Zhang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

SiamCDA: Complementarity- and Distractor-Aware RGB-T Tracking Based on Siamese Network

Tianlu Zhang, Xueru Liu, Qiang Zhang, Jungong Han

IEEE transactions on circuits and systems for video technology (Print)

DOI

2022

MNCAA: Balanced Style Transfer Based on Multi-level MNCAA: Balanced Style Transfer Based on Multi-level Normalized Cross Attention Alignment Normalized Cross Attention Alignment

Heng Liu, Zhipeng Mi, F. Chen, Jungong Han

2022

Semi-Supervised Unpaired Medical Image Segmentation Through Task-Affinity Consistency

Jing-Kun Chen, Jian-Guo Zhang, K. Debattista, Jungong Han

IEEE Transactions on Medical Imaging

DOI

2022

Employing Bilinear Fusion and Saliency Prior Information for RGB-D Salient Object Detection

Nian-Chang Huang, Yang Yang, Ding-Wen Zhang, Qiang Zhang, Jungong Han

IEEE transactions on multimedia

DOI

2022

Temporal Saliency Query Network for Efficient Video Recognition

Boyang Xia, Zhihao Wang, Wenhao Wu, Haoran Wang, Jungong Han

European Conference on Computer Vision

DOI

2022

Re-parameterizing Your Optimizers rather than Architectures

Xiaohan Ding, Honghao Chen, X. Zhang, Kaiqiang Huang, Jungong Han, Gui-Guang Ding

International Conference on Learning Representations

DOI

2022

Column-Spatial Correction Network for Remote Sensing Image Destriping

Jia Li, Dan Zeng, Jun-Jie Zhang, Jungong Han, Tao Mei

Remote Sensing

DOI

2022

On Exploring Pose Estimation as an Auxiliary Learning Task for Visible-Infrared Person Re-identification

Yunqi Miao, Nian-Chang Huang, Xiao Ma, Qiang Zhang, Jungong Han

Neurocomputing

DOI

2022

Boosting Video-Text Retrieval with Explicit High-Level Semantics

Haoran Wang, Di Xu, Dong-Liang He, Fu Li, Zhong Ji, Jungong Han, Er-Rui Ding

ACM Multimedia

DOI

2022

Physically-Based Face Rendering for NIR-VIS Face Recognition

Yu Miao, Alexandros Lattas, Jiankang Deng, Jungong Han, Stefanos P. Zafeiriou

Neural Information Processing Systems

DOI

2022

SAENet: Self-Supervised Adversarial and Equivariant Network for Weakly Supervised Object Detection in Remote Sensing Images

Xiaoxu Feng, Xi-Wen Yao, Gong Cheng, Jungong Han, Jun-Wei Han

IEEE Transactions on Geoscience and Remote Sensing

DOI

2022

Ground Plane Matters: Picking Up Ground Plane Prior in Monocular 3D Object Detection

Fan Yang, Xinhao Xu, Hui Chen, Yuchen Guo, Jungong Han, K. Ni, Gui-Guang Ding

arXiv.org

DOI

2021

面向智慧监控的视觉感知与理解专题序言

高新波，王楠楠，梁荣华，郑伟诗，徐迈，卢策吾，宋一哲，韩军功

《西安电子科技大学学报》

DOI

2021

Knowledge Distillation Classifier Generation Network for Zero-Shot Learning

Yunlong Yu, Bin Li, Zhong Ji, Jungong Han, Zhongfei Zhang

IEEE Transactions on Neural Networks and Learning Systems

DOI

2021

Diverse Branch Block: Building a Convolution as an Inception-like Unit

Xiaohan Ding, X. Zhang, Jungong Han, Gui-Guang Ding

Computer Vision and Pattern Recognition

DOI

2021

RepVGG: Making VGG-style ConvNets Great Again

Xiaohan Ding, X. Zhang, Ningning Ma, Jungong Han, Gui-Guang Ding, Jian Sun

Computer Vision and Pattern Recognition

DOI

2021

Graph embedding clustering: Graph attention auto-encoder with cluster-specificity distribution

Huiling Xu, Wei Xia, Quan-Xue Gao, Jungong Han, Xin-Bo Gao

Neural Networks

DOI

2021

Part-Object Relational Visual Saliency

Yi Liu, Ding-Wen Zhang, Qiang Zhang, Jungong Han

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2021

Manipulating Identical Filter Redundancy for Efficient Pruning on Deep and Complicated CNN

Tian-Xiang Hao, Xiaohan Ding, Jungong Han, Yuchen Guo, Gui-Guang Ding

IEEE Transactions on Neural Networks and Learning Systems

DOI

2021

ABMDRNet: Adaptive-weighted Bi-directional Modality Difference Reduction Network for RGB-T Semantic Segmentation

Qiang Zhang, Shenlu Zhao, Yong-Jiang Luo, Ding-Wen Zhang, Nian-Chang Huang, Jungong Han

Computer Vision and Pattern Recognition

DOI

2021

Cascaded hierarchical atrous spatial pyramid pooling module for semantic segmentation

Xu-Hang Lian, Yanwei Pang, Jungong Han, Jing Pan

Pattern Recognition

DOI

2021

Information Symmetry Matters: A Modal-Alternating Propagation Network for Few-Shot Learning

Zhong Ji, Zhi Hou, Xiyao Liu, Yanwei Pang, Jungong Han

IEEE Transactions on Image Processing

DOI

2021

Hierarchical Regression and Classification for Accurate Object Detection

Jia-Le Cao, Yanwei Pang, Jungong Han, Xue-Long Li

IEEE Transactions on Neural Networks and Learning Systems

DOI

2021

RepMLPNet: Hierarchical Vision MLP with Re-parameterized Locality

Xiaohan Ding, Honghao Chen, X. Zhang, Jungong Han, Gui-Guang Ding

Computer Vision and Pattern Recognition

DOI

2021

Relation-based Discriminative Cooperation Network for Zero-Shot Classification

Yang Liu, Xin-Bo Gao, Quan-Xue Gao, Jungong Han, Ling Shao

Pattern Recognition

DOI

2021

Learning Transformation-Invariant Local Descriptors With Low-Coupling Binary Codes

Yunqi Miao, Zijia Lin, Xiao Ma, Gui-Guang Ding, Jungong Han

IEEE Transactions on Image Processing

DOI

2021

Exploring Modality-shared Appearance Features and Modality-invariant Relation Features for Cross-modality Person Re-Identification

Nian-Chang Huang, Jia-Nan Liu, Yong-Jiang Luo, Qiang Zhang, Jungong Han

Pattern Recognition

DOI

2021

Middle-Level Feature Fusion for Lightweight RGB-D Salient Object Detection

Nian-Chang Huang, Qiang Jiao, Q. Zhang, Jungong Han

IEEE Transactions on Image Processing

DOI

2021

Multi-view graph embedding clustering network: Joint self-supervision and block diagonal representation

Wei Xia, Sen Wang, Ming Yang, Quan-Xue Gao, Jungong Han, Xin-Bo Gao

Neural Networks

DOI

2021

Modulated Convolutional Networks

Baochang Zhang, Runqi Wang, Xiaodi Wang, Jungong Han, Rong-Rong Ji

IEEE Transactions on Neural Networks and Learning Systems

DOI

2021

Cross-modality deep feature learning for brain tumor segmentation

Ding-Wen Zhang, Guo-Hai Huang, Qiang Zhang, Jungong Han, Jun-Wei Han, Yizhou Yu

Pattern Recognition

DOI

2021

Multiview Subspace Clustering by an Enhanced Tensor Nuclear Norm

Wei Xia, Xiangdong Zhang, Quan-Xue Gao, Xiaochuang Shu, Jungong Han, Xin-Bo Gao

IEEE Transactions on Cybernetics

DOI

2021

Efficient Selective Context Network for Accurate Object Detection

Jing Nie, Yanwei Pang, Shengjie Zhao, Jungong Han, Xue-Long Li

IEEE transactions on circuits and systems for video technology (Print)

DOI

2021

Integrating Part-Object Relationship and Contrast for Camouflaged Object Detection

Yi Liu, Ding-Wen Zhang, Qiang Zhang, Jungong Han

IEEE Transactions on Information Forensics and Security

DOI

2021

Few-Cost Salient Object Detection with Adversarial-Paced Learning

Ding-Wen Zhang, Haibin Tian, Jungong Han

Neural Information Processing Systems

2021

Dual Attention with the Self-Attention Alignment for Efficient Video Super-resolution

Yuezhong Chu, Y. Qiao, Heng Liu, Jungong Han

Cognitive Computation

DOI

2021

DGIG-Net: Dynamic Graph-in-Graph Networks for Few-Shot Human–Object Interaction

Xiyao Liu, Zhong Ji, Yanwei Pang, Jungong Han, Xue-Long Li

IEEE Transactions on Cybernetics

DOI

2021

Deep image compression with multi-stage representation

Zixi Wang, Gui-Guang Ding, Jungong Han, Fan Li

Journal of Visual Communication and Image Representation

DOI

2021

Lightweight facial expression recognition method based on attention mechanism and key region fusion

Yinghui Kong, Zhaohan Ren, Ke Zhang, Shuaitong Zhang, Qiang Ni, Jungong Han

J. Electronic Imaging

DOI

2021

Alignment Enhancement Network for Fine-grained Visual Categorization

Yutao Hu, Xuhui Liu, Bao-Chang Zhang, Jungong Han, Xian-Bin Cao

ACM Trans. Multim. Comput. Commun. Appl.

DOI

2021

RepMLP: Re-parameterizing Convolutions into Fully-connected Layers for Image Recognition

Xiaohan Ding, Chun-Long Xia, X. Zhang, Xiao-Jie Chu, Jungong Han, Gui-Guang Ding

arXiv.org

2021

Onfocus detection: identifying individual-camera eye contact from unconstrained images

Ding-Wen Zhang, Bo Wang, Gerong Wang, Qiang Zhang, Jiajia Zhang, Jungong Han, Zheng You

Science China Information Sciences

DOI

2021

Solo-to-Collaborative Dual-Attention Network for One-Shot Object Detection in Remote Sensing Images

Lingjun Li, Xi-Wen Yao, Gong Cheng, Ming-Liang Xu, Jungong Han, Jun-Wei Han

IEEE Transactions on Geoscience and Remote Sensing

DOI

2021

LODE: Deep Local Deblurring and A New Benchmark

Zerun Wang, Liuyu Xiang, Fan Yang, Jinzhao Qian, Jie Hu, Haidong Huang, Jungong Han, Yuchen Guo, Gui-Guang Ding

arXiv.org

2021

Engaging Part-Whole Hierarchies and Contrast Cues for Salient Object Detection

Qiang Zhang, Mingxing Duanmu, Yong-Jiang Luo, Yi Liu, Jungong Han

IEEE transactions on circuits and systems for video technology (Print)

DOI

2021

Densely nested top-down flows for salient object detection

Chaowei Fang, Haibin Tian, Ding-Wen Zhang, Qiang Zhang, Jungong Han, Jun-Wei Han

Science China Information Sciences

DOI

2020

Exploring a unified low rank representation for multi-focus image fusion

Qiang Zhang, Fan Wang, Yong-Jiang Luo, Jungong Han

Pattern Recognition

DOI

2020

Deep Salient Object Detection With Contextual Information Guidance

Yi Liu, Jungong Han, Qiang Zhang, Caifeng Shan

IEEE Transactions on Image Processing

DOI

2020

Heterogeneous Transfer Learning with Weighted Instance-Correspondence Data

Yuwei He, Xiaoming Jin, Gui-Guang Ding, Yuchen Guo, Jungong Han, Ji-Yong Zhang, Sicheng Zhao

AAAI Conference on Artificial Intelligence

DOI

2020

Exploring Task Structure for Brain Tumor Segmentation From Multi-Modality MR Images

Ding-Wen Zhang, Guo-Hai Huang, Qiang Zhang, Jungong Han, Jun-Wei Han, Yizhou Wang, Yi-Zhou Yu

IEEE Transactions on Image Processing

DOI

2020

Multi-focus image fusion based on non-negative sparse representation and patch-level consistency rectification

Qiang Zhang, Guang-He Li, Yun-Feng Cao, Jungong Han

Pattern Recognition

DOI

2020

Automatic pancreas segmentation based on lightweight DCNN modules and spatial prior propagation

Ding-Wen Zhang, Jiajia Zhang, Qiang Zhang, Jungong Han, Shu Zhang, Jun-Wei Han

Pattern Recognition

DOI

2020

IMRAM: Iterative Matching With Recurrent Attention Memory for Cross-Modal Image-Text Retrieval

Hui Chen, Gui-Guang Ding, Xu-Dong Liu, Zijia Lin, Ji Liu, Jungong Han

Computer Vision and Pattern Recognition

DOI

2020

Pedestrian attribute recognition based on multiple time steps attention

Zhong Ji, Zhenfei Hu, Er-Lu He, Jungong Han, Yanwei Pang

Pattern Recognition Letters

DOI

2020

Ultrasound tissue classification: a review

C. Shan, T. Tan, Jungong Han, Di Huang

Artificial Intelligence Review

DOI

2020

Shallow Feature Based Dense Attention Network for Crowd Counting

Yunqi Miao, Zijia Lin, Gui-Guang Ding, Jungong Han

AAAI Conference on Artificial Intelligence

DOI

2020

Deep Attentive Video Summarization With Distribution Consistency Learning

Zhong Ji, Yuxiao Zhao, Yanwei Pang, Xi Li, Jungong Han

IEEE Transactions on Neural Networks and Learning Systems

DOI

2020

Where to Prune: Using LSTM to Guide Data-Dependent Soft Pruning

Gui-Guang Ding, Shuo Zhang, Zizhou Jia, Jingrui Zhong, Jungong Han

IEEE Transactions on Image Processing

DOI

2020

BidNet: Binocular Image Dehazing Without Explicit Disparity Estimation

Yanwei Pang, Jing Nie, Jin Xie, Jungong Han, Xue-Long Li

Computer Vision and Pattern Recognition

DOI

2020

On Aggregation of Unsupervised Deep Binary Descriptor With Weak Bits

Wu, Zijia Lin, Gui-Guang Ding, Q. Ni, Jungong Han

IEEE Transactions on Image Processing

DOI

2020

Learning From Multiple Experts: Self-paced Knowledge Distillation for Long-tailed Classification

Liuyu Xiang, Gui-Guang Ding, Jungong Han

European Conference on Computer Vision

DOI

2020

Semantic segmentation with hybrid pyramid pooling and stacked pyramid structure

Xu-Hang Lian, Yanwei Pang, Jungong Han, Jing Pan

Neurocomputing

DOI

2020

Lossless CNN Channel Pruning via Gradient Resetting and Convolutional Re-parameterization

Xiaohan Ding, Tian-Xiang Hao, Ji Liu, Jungong Han, Yuchen Guo, Gui-Guang Ding

arXiv.org

2020

Joint Cross-Modal and Unimodal Features for RGB-D Salient Object Detection

Nian-Chang Huang, Yi Liu, Qiang Zhang, Jungong Han

IEEE transactions on multimedia

DOI

2020

NAS-Count: Counting-by-Density with Neural Architecture Search

Yutao Hu, Xiaolong Jiang, Xuhui Liu, Bao-Chang Zhang, Jungong Han, Xian-Bin Cao, D. Doermann

European Conference on Computer Vision

DOI

2020

SMAN: Stacked Multimodal Attention Network for Cross-Modal Image–Text Retrieval

Zhong Ji, Haoran Wang, Jungong Han, Yanwei Pang

IEEE Transactions on Cybernetics

DOI

2020

2.75D: Boosting learning by representing 3D Medical imaging to 2D features for small data

Xin Wang, Ruisheng Su, Weiyi Xie, Wen Wang, Yi Xu, R. Mann, Jungong Han, T. Tan

Biomedical Signal Processing and Control

DOI

2020

Revisiting Feature Fusion for RGB-T Salient Object Detection

Qiang Zhang, Tonglin Xiao, Nian-Chang Huang, Ding-Wen Zhang, Jungong Han

IEEE transactions on circuits and systems for video technology (Print)

DOI

2020

Incremental Instance-Oriented 3D Semantic Mapping via RGB-D Cameras for Unknown Indoor Scene

Wei Li, Junhua Gu, Ben-Wen Chen, Jungong Han

Discrete Dynamics in Nature and Society

DOI

2020

ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting

Xiaohan Ding, Tian-Xiang Hao, Jianchao Tan, Ji Liu, Jungong Han, Yuchen Guo, Gui-Guang Ding

IEEE International Conference on Computer Vision

DOI

2020

Perception consistency ultrasound image super-resolution via self-supervised CycleGAN

Heng Liu, Jianyong Liu, Shudong Hou, Tao Tao, Jungong Han

Neural computing & applications (Print)

DOI

2020

Pruning Convolutional Neural Networks with an Attention Mechanism for Remote Sensing Image Classification

Shuo Zhang, Wu, Junhua Gu, Jungong Han

Electronics

DOI

2020

Exploring Multi-scale Deep Encoder-Decoder and PatchGAN for Perceptual Ultrasound Image Super-Resolution

Jianyong Liu, Heng Liu, Xiaoyu Zheng, Jungong Han

NCAA

DOI

2019

Episode-Based Prototype Generating Network for Zero-Shot Learning

Yunlong Yu, Zhong Ji, Jungong Han, Zhongfei Zhang

Computer Vision and Pattern Recognition

DOI

2019

Deep Feature-Preserving Based Face Hallucination: Feature Discrimination Versus Pixels Approximation

Xiaoyu Zheng, Heng Liu, Jungong Han, Shudong Hou

Chinese Conference on Pattern Recognition and Computer Vision

DOI

2019

Zero-shot Learning with Many Classes by High-rank Deep Embedding Networks

Yuchen Guo, Gui-Guang Ding, Jungong Han, Hang Shao, Xin Lou, Qionghai Dai

International Joint Conference on Artificial Intelligence

DOI

2019

RGB-T Salient Object Detection via Fusing Multi-Level CNN Features

Qiang Zhang, Nian-Chang Huang, Lin Yao, Ding-Wen Zhang, C. Shan, Jungong Han

IEEE Transactions on Image Processing

DOI

2019

Taking a Look at Small-Scale Pedestrians and Occluded Pedestrians

Jia-Le Cao, Yanwei Pang, Jungong Han, Bolin Gao, Xue-Long Li

IEEE Transactions on Image Processing

DOI

2019

Incremental Few-Shot Learning for Pedestrian Attribute Recognition

Liuyu Xiang, Xiaoming Jin, Gui-Guang Ding, Jungong Han, Leida Li

International Joint Conference on Artificial Intelligence

DOI

2019

Graph and Autoencoder Based Feature Extraction for Zero-shot Learning

Yang Liu, Deyan Xie, Quan-Xue Gao, Jungong Han, Shujian Wang, Xin-Bo Gao

International Joint Conference on Artificial Intelligence

DOI

2019

Landmark Selection for Zero-shot Learning

Yuchen Guo, Gui-Guang Ding, Jungong Han, C. Yan, Ji-Yong Zhang, Qionghai Dai

International Joint Conference on Artificial Intelligence

DOI

2019

Low Shot Box Correction for Weakly Supervised Object Detection

Tianxiang Pan, Bin Wang, Gui-Guang Ding, Jungong Han, J. Yong

International Joint Conference on Artificial Intelligence

DOI

2019

JCS-Net: Joint Classification and Super-Resolution Network for Small-Scale Pedestrian Detection in Surveillance Images

Yanwei Pang, Jia-Le Cao, Jian Wang, Jungong Han

IEEE Transactions on Information Forensics and Security

DOI

2019

Employing Deep Part-Object Relationships for Salient Object Detection

Yi Liu, Qiang Zhang, Ding-Wen Zhang, Jungong Han

IEEE International Conference on Computer Vision

DOI

2019

Cross-Modal Image-Text Retrieval with Semantic Consistency

Hui Chen, Gui-Guang Ding, Zijia Lin, Sicheng Zhao, Jungong Han

ACM Multimedia

DOI

2019

Meta-Transfer Networks for Zero-Shot Learning

Yunlong Yu, Zhongfei Zhang, Jungong Han

arXiv.org

2019

Autonomous Semantic Community Detection via Adaptively Weighted Low-rank Approximation

Liang Yang, Yuexue Wang, Junhua Gu, Xiao-Chun Cao, Xiao Wang, Di Jin, Gui-Guang Ding, Jungong Han, Weixiong Zhang

ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)

DOI

2019

Indoor scene understanding via RGB-D image segmentation employing depth-based CNN and CRFs

Wei Li, Junhua Gu, Yongfeng Dong, Yao Dong, Jungong Han

Multimedia tools and applications

DOI

2019

Hierarchical Shot Detector

Jia-Le Cao, Yanwei Pang, Jungong Han, Xue-Long Li

IEEE International Conference on Computer Vision

DOI

2019

Guest editorial: Automatic facial and bodily expression perception for human behaviour understanding

Li Zhang, C. Lim, Jungong Han

Multimedia tools and applications

DOI

2019

Complex Deep Learning and Evolutionary Computing Models in Computer Vision

Li Zhang, C. Lim, Jungong Han

Complex

DOI

2019

Complementary Features with Reasonable Receptive Field for Road Scene 3D Object Detection

Yue-Feng Wu, Yanwei Pang, Bolin Gao, Jungong Han

International Conference on Information Photonics

DOI

2019

Image Captioning with Memorized Knowledge

Hui Chen, Gui-Guang Ding, Zijia Lin, Yuchen Guo, Caifeng Shan, Jungong Han

Cognitive Computation

DOI

2019

ARM Feature Embedding + Feature Extractor Feature Aggregation MLP ... Pool zzii / wwbbii Co-occurrence ( a ) ( b ) Attribute Prototype Embedding ( APE ) Classifier

Liuyu Xiang, Xiaoming Jin, Gui-Guang Ding, Jungong Han, Leida Li

2019

Global Sparse Momentum SGD for Pruning Very Deep Neural Networks

Xiaohan Ding, Gui-Guang Ding, Xiangxin Zhou, Yuchen Guo, Jungong Han, Ji Liu

Neural Information Processing Systems

2018

Memory Attention Networks for Skeleton-Based Action Recognition

Chunyu Xie, Ce Li, Bao-Chang Zhang, Chen Chen, Jungong Han, C. Zou, Jianzhuang Liu

IEEE Transactions on Neural Networks and Learning Systems

DOI

2017

Deep Fisher discriminant learning for mobile hand gesture recognition

Ce Li, Chunyu Xie, Bao-Chang Zhang, Chen Chen, Jungong Han

Pattern Recognition

DOI

2017

Bike Football Cup Bird Computer Car Dicycle Seen Unseen Hashing Model Similar ?

Yuchen Guo, Gui-Guang Ding, Jungong Han, Yue Gao

2017

Salient object detection based on super-pixel clustering and unified low-rank representation

Qiang Zhang, Yi Liu, Siyang Zhu, Jungong Han

Computer Vision and Image Understanding

DOI

2017

Feature Learning from RGB-D Data for Multimedia Applications [Editorial]

Baochang Zhang, Jungong Han, L. Shao

2013

Fast saliency-aware multi-modality image fusion

Jungong Han, E. Pauwels, P. D. de Zeeuw

Neurocomputing

DOI

2012

Neonatal monitoring based on facial expression analysis

Jungong Han, L. Hazelhoff

DOI

2009

Behavioral State Detection of Newborns Based on Facial Expression Analysis

L. Hazelhoff, Jungong Han, S. Bambang Oetomo, Jacques Blanc-Talon, W. Philips, D. Popescu, P. Scheunders

Advanced Concepts for Intelligent Vision Systems Conference

DOI

2007

A unified and efficient framework for court-net sports video analysis using 3D camera modeling

Jungong Han, P. D. de With

Electronic imaging

DOI

2007

Multi-module human motion analysis from a monocular video

W. Lao, Jungong Han, P. D. de With

Electronic imaging

DOI

2006

Multilevel analysis of sports video sequences

Jungong Han, D. Farin, P. D. de With

Electronic imaging

DOI

2005

Real-Time and Distributed AV Content Analysis System for Consumer Electronics Networks

J. Nesvadba, Pedro Fonseca, A. Sinitsyn, F. de Lange, Martijn Thijssen, Patrick Van Kaam, Hong Liu, Rien van Leeuwen, J. Lukkien, A. Korostelev, Jan Ypma, B. Kroon, H. Celik, A. Hanjalic, Umut Naci, J. Benois-Pineau, P. D. de With, Jungong Han

IEEE International Conference on Multimedia and Expo

DOI

精选作品

期刊论文

AMK-CDiffNet: Adaptive-multiscale K-space cold diffusion network for fast MRI reconstruction

Semi-Negative Contrastive Subclass Discriminative Network for Compositional Zero-Shot Learning

Embodied Spatial Affordance: Spatial-Aware Affordance Learning for Embodied Navigation and Manipulation

Enhancing graph learning interpretability through modulating cluster information flow

HarmoniDiff-RS: Training-Free Diffusion Harmonization for Satellite Image Composition

Impostor: An Agent-Curated Benchmark for Realistic AIGC Manipulation Localization

Exploring Disentangled Representations for Enhanced RGB-Thermal Semantic Segmentation

Dual-Path Consistency Learning via Hierarchical Neighborhood Perturbation for Scribble-Supervised Semantic Segmentation

RSCLIP for Training-Free Open-Vocabulary Remote Sensing Image Semantic Segmentation

3D Object Detection and Knowledge Distillation in Autonomous Driving: A Survey

Cyclic Pseudo-Label Generation and Refinement for Weakly Supervised Referring Expression Grounding

Modality Adaptive Network for Arbitrary Modality Salient Object Detection

Exploring the Stochastic Regularisation in Normalisation Layers for Semi-Supervised Learning

On-device large language models: a survey of model compression and system optimization

Multi-Stage Knowledge Integration of Vision-Language Models for Continual Learning

Underlying Semantic Diffusion for Effective and Efficient In-Context Learning

ConsDreamer: Advancing Multi-View Consistency for Zero-Shot Text-to-3D Generation

DR-EFT: Exploring and reloading domain-representative experts for the memory-constrained fine-tuning of MoE large models

MetaFusion: Instance-Aware Meta-Prompting and Token Refinement for VLMs Generalization

Improving anomaly detection with foundation-model synthesis and wavelet-domain attention

Generative model-based mixed-semantic enhancement for transductive zero-shot learning

Interpretable Few-Shot Image Classification via Prototypical Concept-Guided Mixture of LoRA Experts

Text-Guided Visual Representation Learning for Robust Multimodal E-Commerce Recommendation

SAR: semantic ambiguity relief network for RGB-T semantic segmentation

Zero-Shot Sketch-Based Image Retrieval via Mixed Species Augmentation and Bidirectional Mining

LLMI3D: MLLM-Based 3D Perception From a Single 2D Image

Point Linguist Model: Segment Any Object via Bridged Large 3D-Language Model

Towards Purified Multi-label Test-Time Adaptation of Vision-Language Models

Seamless Detection: Unifying Salient Object Detection and Camouflaged Object Detection

基于深度学习的RGB-D图像显著性目标检测前沿进展

Addressing Inconsistent Labeling With Cross Image Matching for Scribble-Based Medical Image Segmentation

Cross-Modality Distillation for Multi-Modal Tracking

Frequency-Spatial Complementation: Unified Channel-Specific Style Attack for Cross-Domain Few-Shot Learning

Variational Adapter: Improving CLIP in Data-Imbalanced Scenarios

CSANet: Cross-Modality Self-Paced Association Network for Unsupervised Visible-Infrared Person Re-Identification

MCHM25: Multimedia Computing for Health and Medicine

Towards Few-Shot Object Detection Through Dual Calibration

HRI: Harmonizing Rotation Invariance for Remote Sensing Pretraining Model

Multi-Branch Differential Bidirectional Fusion Network for RGB-T Semantic Segmentation

Semi-Supervised Semantic Segmentation for Remote Sensing Images via Multiscale Uncertainty Consistency and Cross-Teacher–Student Attention

Rethinking the Upsampling Layer in Hyperspectral Image Super Resolution

SAIGFormer: A Spatially-Adaptive Illumination-Guided Network for Low-Light Image Enhancement

Fixing Background Misclassification in Few-Shot Object Detection via Product of Experts

‘Knowledge and experience’ for visible-infrared person re-identification

CAIT: Triple-Win C ompression Toward High A ccuracy, Fast I nference, and Favorable T ransferability for ViTs

Temporal Modeling With Frozen Vision–Language Foundation Models for Parameter-Efficient Text–Video Retrieval

Mitigating fusion bias for RGB-D salient object detection

LSNet: See Large, Focus Small

DiscoVLA: Discrepancy Reduction in Vision, Language, and Alignment for Parameter-Efficient Video-Text Retrieval

Correction: Parameter Efficient Fine-Tuning for Multi-modal Generative Vision Models with Möbius-Inspired Transformation

Promptable Anomaly Segmentation with SAM Through Self-Perception Tuning

Parameter Efficient Fine-Tuning for Multi-modal Generative Vision Models with Möbius-Inspired Transformation

Part-Whole Relational Fusion Towards Multi-Modal Scene Understanding

Resolving semantic conflicts in RGB-T semantic segmentation

LIPT: Latency-Aware Image Processing Transformer

Raformer: Redundancy-Aware Transformer for Video Wire Inpainting

DAR-Prompt: Dynamic Regulation in Prompt Tuning for Multi-Label Zero-Shot Learning

Unbiased max–min embedding classification for transductive few-shot learning: Clustering and classification are all you need

Balancing light and shadow: Multi-modal image exposure restoration via frequency-phase-driven RGB-IR integration

Advancing Reliable Test-Time Adaptation of Vision-Language Models under Visual Variations

YOLOE: Real-Time Seeing Anything

Out-of-distribution detection: Sparsification meets subspace

Towards efficient RGB-T semantic segmentation via feature generative distillation strategy

Toward Realistic Hierarchical Object Detection: Problem, Benchmark, and Solution

Multiscale Adapter Based on SAM for Remote Sensing Semantic Segmentation

Mitigating Hallucinations in Multi-modal Large Language Models via Image Token Attention-Guided Decoding

Extending LLM Context Window with Adaptive Grouped Positional Encoding: A Training-Free Method

Cross-Modality Prompts: Few-Shot Multi-Label Recognition With Single-Label Training

Robust and Discriminative Visual-Semantic Alignment for Zero-Shot Remote Sensing Image Scene Classification

Temporal Scaling Law for Large Language Models

DSMoE: Matrix-Partitioned Experts with Dynamic Routing for Computation-Efficient Dense LLMs

FMCNet+: Feature-Level Modality Compensation for Visible-Infrared Person Re-Identification

Tolerant Self-Distillation for image classification

Adaptive Relation-Aware Network for zero-shot classification

Model Attention Expansion for Few-Shot Class-Incremental Learning

Capsule Networks With Residual Pose Routing

Exploring Multi-Modal Spatial–Temporal Contexts for High-Performance RGB-T Tracking

Imbalance Mitigation for Continual Learning via Knowledge Decoupling and Dual Enhanced Contrastive Learning