JH
Jungong Han
cs.CVcs.AIcs.LGcs.CLNeural Networks, Computereess.IVstat.MLAlgorithmsImage Processing, Computer-AssistedMachine Learning
On Valency
published · living versionsW_6sjq6c7s·v1 · currentpublished
Beyond Proposals: Region-Consistent Open-Set Object Detection
with Jiehui Tang, Yunlong Yu, Zhao Wang
1 version
Preprints & journals
189 papers in the corpus · 2013–2026Paving the Way for Point Cloud Video Representation Learning Using a PDE Model.42213567 · Huang, Zhuoxu, Fan, Zhenkun, Han, Jungong et al.2026 · 1 citationIEEE transactions on pattern analysis and machine intelligence. 2026;48(10):12441-12457
Exploring the Stochastic Regularisation in Normalisation Layers for Semi-Supervised Learning.42301824 · Chen, Changrui, Han, Jungong, Debattista, Kurt2026 · 1 citationIEEE transactions on pattern analysis and machine intelligence. 2026;48(10):13117-13130
DiCycleSB: Towards High-Quality Unsupervised Nighttime Visibility Enhancement via Schrödinger Bridge Transformer2608.29043v1 · Hanting Li, Xin Sun, Wei Ye et al.2026 · 0 citationsarXiv
Towards Purified Multi-Label Test-Time Adaptation of Vision-Language Models2608.25653v1 · Yiwen Liang, Hui Chen, Yizhe Xiong et al.2026 · 0 citationsarXiv
DR-EFT: Exploring and reloading domain-representative experts for the memory-constrained fine-tuning of MoE large models.42580089 · Cheng, Zhaomeng, Ji, Zhong, Zhang, Yan et al.2026 · 1 citationNeural networks : the official journal of the International Neural Network Society. 2027;205(Pt B):109469
Parameter-Efficient Fine-Tuning for Continual Learning: A Neural Tangent Kernel Perspective.41790825 · Liu, Jingren, Ji, Zhong, Yu, YunLong et al.2026 · 1 citationIEEE transactions on pattern analysis and machine intelligence. 2026;48(7):8297-8314
Text-Guided Visual Representation Learning for Robust Multimodal E-Commerce Recommendation2605.17366v1 · Yufei Guo, Jing Ma, Tianlu Zhang et al.2026 · 0 citationsarXiv
Improving anomaly detection with foundation-model synthesis and wavelet-domain attention.41875654 · Wu, Wensheng, Lu, Zheming, Lu, Ziqian et al.2026 · 1 citationNeural networks : the official journal of the International Neural Network Society. 2026;200:108859
From Gaze to Insight: Bridging Human Visual Attention and Vision Language Model Explanation for Weakly-Supervised Medical Image Segmentation.41052168 · Chen, Jingkun, Duan, Haoran, Zhang, Xiao et al.2026 · 20 citationsIEEE transactions on medical imaging. 2026;45(3):1051-1061
Controllable Exploration in Hybrid-Policy RLVR for Multi-Modal Reasoning2602.20197v2 · Zhuoxu Huang, Mengxi Jia, Hao Sun et al.2026 · 0 citationsarXiv
CAIT: Triple-Win Compression Toward High Accuracy, Fast Inference, and Favorable Transferability for ViTs.41032537 · Wang, Ao, Chen, Hui, Lin, Zijia et al.2026 · 2 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(2):1373-1389
Fixing Background Misclassification in Few-Shot Object Detection via Product of Experts.41105543 · Ong, Ding Sheng, Liu, Yi, Shang, Changjing et al.2026 · 8 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(2):1825-1841
Multi-Stage Knowledge Integration of Vision-Language Models for Continual Learning.41528903 · Zhang, Hongsheng, Ji, Zhong, Liu, Jingren et al.2026 · 6 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2026;35:615-628
Interpretable Few-Shot Image Classification via Prototypical Concept-Guided Mixture of LoRA Experts.41564048 · Ji, Zhong, Wei, Rongshuai, Liu, Jingren et al.2026 · 3 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2026;35:930-942
Semi-Negative Contrastive Subclass Discriminative Network for Compositional Zero-Shot Learning.41817992 · Liu, Yang, Wang, Xinshuo, Gao, Xinbo et al.2026 · 1 citationIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2026;35:2640-2652
ConsDreamer: Advancing Multi-View Consistency for Zero-Shot Text-to-3D Generation.42081397 · Zhou, Yuan, Jin, Shilong, Hua, Litao et al.2026 · 1 citationIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2026;35:4802-4815
Embodied Spatial Affordance: Spatial-Aware Affordance Learning for Embodied Navigation and Manipulation.42241267 · Hao, Xiaoshuai, Tang, Yingbo, Zhang, Lingfeng et al.2026 · 1 citationIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2026;35:6041-6054
Underlying Semantic Diffusion for Effective and Efficient In-Context Learning.42391077 · Ji, Zhong, Cao, Weilong, Zhang, Yan et al.2026 · 1 citationIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2026;35:7233-7248
PruneHal: Reducing Hallucinations in Multi-modal Large Language Models through Adaptive KV Cache Pruning2510.19183v1 · Fengyuan Sun, Hui Chen, Xinhao Xu et al.2025 · 0 citationsarXiv
Temporal Modeling With Frozen Vision-Language Foundation Models for Parameter-Efficient Text-Video Retrieval.40924521 · Shen, Leqi, Hao, Tianxiang, He, Tao et al.2025 · 3 citationsIEEE transactions on neural networks and learning systems. 2025;36(10):17527-17540
The 1st Solution for MOSEv2 Challenge 2025: Long-term and Concept-aware Video Segmentation via SeC2509.19183v1 · Mingqi Gao, Jingkun Chen, Yunqi Miao et al.2025 · 0 citationsarXiv
Point Linguist Model: Segment Any Object via Bridged Large 3D-Language Model2509.07825v2 · Zhuoxu Huang, Mingqi Gao, Jungong Han2025 · 0 citationsarXiv
Unlocking the Potential of Diffusion Priors in Blind Face Restoration2508.08556v1 · Yunqi Miao, Zhiyu Qu, Mingqi Gao et al.2025 · 0 citationsarXiv
SimMLM: A Simple Framework for Multi-modal Learning with Missing Modality2507.19264v2 · Sijie Li, Chen Chen, Jungong Han2025 · 18 citationsICCV 2025
SAIGFormer: A Spatially-Adaptive Illumination-Guided Network for Low-Light Image Enhancement2507.15520v1 · Hanting Li, Fei Zhou, Xin Sun et al.2025 · 1 citationarXiv
Advancing Reliable Test-Time Adaptation of Vision-Language Models under Visual Variations2507.09500v2 · Yiwen Liang, Hui Chen, Yizhe Xiong et al.2025 · 1 citationarXiv
Zero-shot sketch-based remote sensing image retrieval based on cross-modal fusion.40644999 · Liu, Yang, Dang, Yuhao, Qi, Huaizhou et al.2025 · 2 citationsNeural networks : the official journal of the International Neural Network Society. 2025;191:107796
FMCNet+: Feature-Level Modality Compensation for Visible-Infrared Person Re-Identification.39405132 · Xi, Ruida, Huang, Nianchang, Lai, Changzhou et al.2025 · 8 citationsIEEE transactions on neural networks and learning systems. 2025;36(7):13247-13261
Cross-Modality Distillation for Multi-Modal Tracking.40153285 · Zhang, Tianlu, Zhang, Qiang, Debattista, Kurt et al.2025 · 44 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(7):5847-5865
DiscoVLA: Discrepancy Reduction in Vision, Language, and Alignment for Parameter-Efficient Video-Text Retrieval2506.08887v1 · Leqi Shen, Guoqiang Gong, Tianxiang Hao et al.2025 · 8 citationsarXiv
THU-Warwick Submission for EPIC-KITCHEN Challenge 2025: Semi-Supervised Video Object Segmentation2506.06748v1 · Mingqi Gao, Haoran Duan, Tianlu Zhang et al.2025 · 0 citationsarXiv
Concept-Aware Graph Convolutional Network for Compositional Zero-Shot Learning.40031299 · Liu, Yang, Wang, Xinshuo, Gao, Xinbo et al.2025 · 5 citationsIEEE transactions on neural networks and learning systems. 2025;36(6):10394-10406
AdaTP: Attention-Debiased Token Pruning for Video Large Language Models2505.20100v1 · Fengyuan Sun, Leqi Shen, Hui Chen et al.2025 · 0 citationsarXiv
Rethinking Score Distilling Sampling for 3D Editing and Generation2505.01888v1 · Xingyu Miao, Haoran Duan, Yang Long et al.2025 · 0 citationsarXiv
Towards High-Quality MRI Reconstruction With Anisotropic Diffusion-Assisted Generative Adversarial Networks and Its Multi-Modal Images Extension.39093671 · Luo, Yuyang, Wu, Gengshen, Liu, Yi et al.2025 · 8 citationsIEEE journal of biomedical and health informatics. 2025;29(5):3098-3111
LSNet: See Large, Focus Small2503.23135v1 · Ao Wang, Hui Chen, Zijia Lin et al.2025 · 106 citationsarXiv
Unbiased Max-Min Embedding Classification for Transductive Few-Shot Learning: Clustering and Classification Are All You Need2503.22193v1 · Yang Liu, Feixiang Liu, Jiale Du et al.2025 · 0 citationsarXiv
Extremely Simple Out-of-distribution Detection for Audio-visual Generalized Zero-shot Learning2503.22197v1 · Yang Liu, Xun Zhang, Jiale Du et al.2025 · 0 citationsarXiv
YOLOE: Real-Time Seeing Anything2503.07465v2 · Ao Wang, Lihao Liu, Hui Chen et al.2025 · 68 citationsarXiv
Modulated Convolutional Networks.33687849 · Zhang, Baochang, Wang, Runqi, Wang, Xiaodi et al.2025 · 11 citationsIEEE transactions on neural networks and learning systems. 2025;36(3):3916-3929
DSMoE: Matrix-Partitioned Experts with Dynamic Routing for Computation-Efficient Dense LLMs2502.12455v3 · Minxuan Lv, Zhenpeng Su, Leiyu Pan et al.2025 · 0 citationsarXiv
Finedeep: Mitigating Sparse Activation in Dense LLMs via Multi-Layer Fine-Grained Experts2502.12928v1 · Leiyu Pan, Zhenpeng Su, Minxuan Lv et al.2025 · 0 citationsarXiv
UniAttn: Reducing Inference Costs via Softmax Unification for Post-Training LLMs2502.00439v2 · Yizhe Xiong, Wei Huang, Xin Ye et al.2025 · 0 citationsarXiv
Imbalance Mitigation for Continual Learning via Knowledge Decoupling and Dual Enhanced Contrastive Learning.38190680 · Ji, Zhong, Jiao, Zhanyu, Wang, Qiang et al.2025 · 10 citationsIEEE transactions on neural networks and learning systems. 2025;36(2):3450-3463
Capsule Networks With Residual Pose Routing.38194388 · Liu, Yi, Cheng, De, Zhang, Dingwen et al.2025 · 116 citationsIEEE transactions on neural networks and learning systems. 2025;36(2):2648-2661
Rethinking the Upsampling Layer in Hyperspectral Image Super Resolution2501.18664v1 · Haohan Shi, Fei Zhou, Xin Sun et al.2025 · 6 citationsIEEE Transactions on Multimedia, 2025
Unsupervised Patch-GAN with Targeted Patch Ranking for Fine-Grained Novelty Detection in Medical Imaging2501.17906v1 · Jingkun Chen, Guang Yang, Xiao Zhang et al.2025 · 0 citationsarXiv
Semi-supervised Semantic Segmentation for Remote Sensing Images via Multi-scale Uncertainty Consistency and Cross-Teacher-Student Attention2501.10736v3 · Shanwen Wang, Xin Sun, Changrui Chen et al.2025 · 20 citationsarXiv
Addressing Inconsistent Labeling With Cross Image Matching for Scribble-Based Medical Image Segmentation.40031274 · Chen, Jingkun, Huang, Wenjian, Zhang, Jianguo et al.2025 · 37 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2025;34:842-853
Raformer: Redundancy-Aware Transformer for Video Wire Inpainting.40095830 · Ji, Zhong, Su, Yimu, Zhang, Yan et al.2025 · 5 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2025;34:1795-1809
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