Xiaofeng Zhang

46 papers A* 8A 1B 1Journal 32Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
AquaClarity: Vision Transformer Enhances Underwater Image via Nonlinear Feature Fusion and Color Fidelity Improvement.
IEEE Trans. Consumer Electron.
Xuhang Chen, Zimeng Li, Xiujun Zhang, Yingtie Lei, Yihang Dong, Xiaofeng Zhang, Chi-Man Pun
2026 J jnl
Context Tokens are Anchors: Understanding the Repetition Curse in dMLLMs from an Information Flow Perspective.
CoRR
Qiyan Zhao, Xiaofeng Zhang, Shuochen Chang, Qianyu Chen, Xiaosong Yuan, Xuhang Chen, Luoqi Liu, Jiajun Zhang, Xu-Yao Zhang, Da-Han Wang
2026 J jnl
DynRouteNet: Lightweight Facial Shadow Removal With Mask-Guided Dynamic Routing.
IEEE Trans. Consumer Electron.
Yinghao Zeng, Xuhang Chen, Zimeng Li, Xiujun Zhang, Mengqian Wang, Yihang Dong, Xiaofeng Zhang, Chi-Man Pun, Kim-Fung Tsang
2026 J jnl
Hallucination Begins Where Saliency Drops.
CoRR
Xiaofeng Zhang, Yuanchao Zhu, Chaochen Gu, Xiaosong Yuan, Qiyan Zhao, Jiawei Cao, Feilong Tang, Sinan Fan, Yaomin Shen, Chen Shen, Hao Tang
2026 J jnl
Manifold-Guided Geometric Enhancement for Reliable Multimodal Interaction in Consumer Electronics.
IEEE Trans. Consumer Electron.
Xiaoyu Xu, YuLan Pan, Xiaofeng Zhang, Xuhang Chen, Kim-Fung Tsang
2026 J jnl
QWNet: A quaternion wavelet network for spatial-frequency aware multi-modal image fusion.
Neural Networks
Jietao Yang, Miaoshan Lin, Guoheng Huang, Xuhang Chen, Xiaofeng Zhang, Xiaochen Yuan, Chi-Man Pun, Bingo Wing-Kuen Ling
2026 A* conf
SeaRAG: Reducing Hallucination in Retrieval-Augmented Generation via Statement-Entity Adaptive Ranking.
WWW
Xiaosong Yuan, Xiaofeng Zhang, Di Zhao, Yijia Zhang, Ying Wang
2026 J jnl
What drives attention sinks? A study of massive activations and rotational positional encoding in large vision-language models.
Inf. Process. Manag.
Xiaofeng Zhang, Yuanchao Zhu, Chaochen Gu, Jiawei Cao, Hao Cheng, Kaijie Wu
2025 J jnl
CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance.
CoRR
Yingtie Lei, Fanghai Yi, Yihang Dong, Weihuang Liu, Xiaofeng Zhang, Zimeng Li, Chi-Man Pun, Xuhang Chen
2025 A* conf
EFDTR: Learnable Elliptical Fourier Descriptor Transformer for Instance Segmentation.
ICML
Jiawei Cao, Chaochen Gu, Hao Cheng, Xiaofeng Zhang, Kaijie Wu, Changsheng Lu
2025 — conf
From Redundancy to Relevance: Information Flow in LVLMs Across Reasoning Tasks.
NAACL (Long Papers)
Xiaofeng Zhang, Yihao Quan, Chen Shen, Xiaosong Yuan, Shaotian Yan, Liang Xie, Wenxiao Wang, Chaochen Gu, Hao Tang, Jieping Ye
2025 A conf
High-Fidelity Document Stain Removal via A Large-Scale Real-World Dataset and A Memory-Augmented Transformer.
WACV
Mingxian Li, Hao Sun, Yingtie Lei, Xiaofeng Zhang, Yihang Dong, Yilin Zhou, Zimeng Li, Xuhang Chen
2025 J jnl
IDR-GS: Identity-Driven Reconstruction via 3D Gaussian Splatting for Cloth-Changing Person Re-Identification.
IEEE Trans. Consumer Electron.
Zhicheng Liu, Guoheng Huang, Lianglun Cheng, Bingo Wing-Kuen Ling, Yan Li, Xiaofeng Zhang, Guo Zhong, Chi-Man Pun
2025 A* conf
Improving Complex Reasoning with Dynamic Prompt Corruption: A Soft Prompt Optimization Approach.
ICLR
Sinan Fan, Liang Xie, Chen Shen, Ge Teng, Xiaosong Yuan, Xiaofeng Zhang, Chenxi Huang, Wenxiao Wang, Xiaofei He, Jieping Ye
2025 J jnl
Improving Complex Reasoning with Dynamic Prompt Corruption: A soft prompt Optimization Approach.
CoRR
Sinan Fan, Liang Xie, Chen Shen, Ge Teng, Xiaosong Yuan, Xiaofeng Zhang, Chenxi Huang, Wenxiao Wang, Xiaofei He, Jieping Ye
2025 A* conf
LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction.
IJCAI
Jiesong Bai, Yuhao YIN, Yihang Dong, Xiaofeng Zhang, Chi-Man Pun, Xuhang Chen
2025 J jnl
LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction.
CoRR
Jiesong Bai, Yuhao YIN, Yihang Dong, Xiaofeng Zhang, Chi-Man Pun, Xuhang Chen
2025 — conf
Longitudinal MRI-Clinical Multimodal Fusion for pCR Prediction in Breast Cancer.
MICCAI (15)
Dingrui Ma, Jiawei Cao, Hao Cheng, Dan Zhou, Jianping Liu, Xiaofeng Zhang, Kaijie Wu, Chaochen Gu, Xinping Guan
2025 A* conf
MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models.
ACM Multimedia
Qiyan Zhao, Xiaofeng Zhang, Yiheng Li, Yun Xing, Xiaosong Yuan, Feilong Tang, Sinan Fan, Xuhang Chen, Da-Han Wang, Xu-Yao Zhang
2025 J jnl
MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models.
CoRR
Qiyan Zhao, Xiaofeng Zhang, Yiheng Li, Yun Xing, Xiaosong Yuan, Feilong Tang, Sinan Fan, Xuhang Chen, Xuyao Zhang, Dahan Wang
2025 J jnl
MuralAgent: Enhancing Ancient Mural Outpainting with RAG-Based Texts and Multimodal Integration.
ACM Trans. Multim. Comput. Commun. Appl.
Zishan Xu, Xiaofeng Zhang, Yuqing Yang, Wei Chen, Jueting Liu, Tingting Xu, Zehua Wang, Abdulmotaleb El Saddik
2025 — conf
SalaMAnder: Shapley-based Mathematical Expression Attribution and Metric for Chain-of-Thought Reasoning.
EMNLP (Findings)
Yue Xin, Chen Shen, Shaotian Yan, Xiaosong Yuan, Yaoming Wang, Xiaofeng Zhang, Chenxi Huang, Jieping Ye
2025 J jnl
SalaMAnder: Shapley-based Mathematical Expression Attribution and Metric for Chain-of-Thought Reasoning.
CoRR
Yue Xin, Chen Shen, Shaotian Yan, Xiaosong Yuan, Yaoming Wang, Xiaofeng Zhang, Chenxi Huang, Jieping Ye
2025 A* conf
Shallow Focus, Deep Fixes: Enhancing Shallow Layers Vision Attention Sinks to Alleviate Hallucination in LVLMs.
EMNLP
Xiaofeng Zhang, Yihao Quan, Chen Shen, Chaochen Gu, Xiaosong Yuan, Shaotian Yan, Jiawei Cao, Hao Cheng, Kaijie Wu, Jieping Ye
2025 J jnl
Simignore: Exploring and enhancing multimodal large model complex reasoning via similarity computation.
Neural Networks
Xiaofeng Zhang, Fanshuo Zeng, Chaochen Gu
2025 J jnl
Wakeup-Darkness: When Multimodal Meets Unsupervised Low-Light Image Enhancement.
ACM Trans. Multim. Comput. Commun. Appl.
Xiaofeng Zhang, Zishan Xu, Hao Tang, Chaochen Gu, Wei Chen, Abdulmotaleb El Saddik
2024 A* conf
DOPRA: Decoding Over-accumulation Penalization and Re-allocation in Specific Weighting Layer.
ACM Multimedia
Jinfeng Wei, Xiaofeng Zhang
2024 J jnl
Efficient Remote-Sensing Segmentation With Generative Adversarial Transformer.
IEEE Geosci. Remote. Sens. Lett.
Luyi Qiu, Dayu Yu, Xiaofeng Zhang, Chenxiao Zhang
2024 J jnl
From Redundancy to Relevance: Enhancing Explainability in Multimodal Large Language Models.
CoRR
Xiaofeng Zhang, Chen Shen, Xiaosong Yuan, Shaotian Yan, Liang Xie, Wenxiao Wang, Chaochen Gu, Hao Tang, Jieping Ye
2024 J jnl
High-Fidelity Document Stain Removal via A Large-Scale Real-World Dataset and A Memory-Augmented Transformer.
CoRR
Mingxian Li, Hao Sun, Yingtie Lei, Xiaofeng Zhang, Yihang Dong, Yilin Zhou, Zimeng Li, Xuhang Chen
2024 A* conf
Instance-adaptive Zero-shot Chain-of-Thought Prompting.
NeurIPS
Xiaosong Yuan, Chen Shen, Shaotian Yan, Xiaofeng Zhang, Liang Xie, Wenxiao Wang, Renchu Guan, Ying Wang, Jieping Ye
2024 J jnl
Instance-adaptive Zero-shot Chain-of-Thought Prompting.
CoRR
Xiaosong Yuan, Chen Shen, Shaotian Yan, Xiaofeng Zhang, Liang Xie, Wenxiao Wang, Renchu Guan, Ying Wang, Jieping Ye
2024 J jnl
LL-Diff: Low-Light Image Enhancement Utilizing Langevin Sampling Diffusion.
Int. J. Pattern Recognit. Artif. Intell.
Boren Ding, Xiaofeng Zhang, Zekun Yu, Zheng Hui
2024 J jnl
MuralDiff: Diffusion for Ancient Murals Restoration on Large-Scale Pre-Training.
IEEE Trans. Emerg. Top. Comput. Intell.
Zishan Xu, Xiaofeng Zhang, Wei Chen, Jueting Liu, Tingting Xu, Zehua Wang
2024 J jnl
Seeing Clearly by Layer Two: Enhancing Attention Heads to Alleviate Hallucination in LVLMs.
CoRR
Xiaofeng Zhang, Yihao Quan, Chaochen Gu, Chen Shen, Xiaosong Yuan, Shaotian Yan, Hao Cheng, Kaijie Wu, Jieping Ye
2024 J jnl
Shadclips: When Parameter-Efficient Fine-Tuning with Multimodal Meets Shadow Removal.
Int. J. Pattern Recognit. Artif. Intell.
Xiaofeng Zhang, Chaochen Gu, Zishan Xu, Hao Tang, Hao Cheng, Kaijie Wu, Shanying Zhu
2023 J jnl
A Dual Attentive Generative Adversarial Network for Remote Sensing Image Change Detection.
CoRR
Luyi Qiu, Xiaofeng Zhang, Chaochen Gu, Shanying Zhu
2023 J jnl
A Local-Global Framework for Semantic Segmentation of Multisource Remote Sensing Images.
Remote. Sens.
Luyi Qiu, Dayu Yu, Chenxiao Zhang, Xiaofeng Zhang
2023 J jnl
A Semantics-Geometry Framework for Road Extraction From Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett.
Luyi Qiu, Dayu Yu, Chenxiao Zhang, Xiaofeng Zhang
2023 J jnl
Efficient Remote Sensing Segmentation With Generative Adversarial Transformer.
CoRR
Luyi Qiu, Dayu Yu, Xiaofeng Zhang, Chenxiao Zhang
2023 — conf
Restoration of Dunhuang Murals on Large-scale pretraining.
SPML
Zishan Xu, Minda Yao, Wei Chen, Min Zhu, Zijian Tian, Fan Zhang, Xiaofeng Zhang, Chuanlei Zhang
2023 J jnl
SAM-helps-Shadow: When Segment Anything Model meet shadow removal.
CoRR
Xiaofeng Zhang, Chaochen Gu, Shanying Zhu
2023 B conf
SpA-Former:An Effective and lightweight Transformer for image shadow removal.
IJCNN
Xiaofeng Zhang, Yudi Zhao, Chaochen Gu, Changsheng Lu, Shanying Zhu
2023 J jnl
UIR-Net: A Simple and Effective Baseline for Underwater Image Restoration and Enhancement.
Remote. Sens.
Xinkui Mei, Xiufen Ye, Xiaofeng Zhang, Yusong Liu, Junting Wang, Jun Hou, Xuli Wang
2022 J jnl
AFFNet: Attention Mechanism Network Based on Fusion Feature for Image Cloud Removal.
Int. J. Pattern Recognit. Artif. Intell.
Runhan Shen, Xiaofeng Zhang, Yonggang Xiang
2021 J jnl
RGAN: Rethinking generative adversarial networks for cloud removal.
Int. J. Intell. Syst.
Xinyu Ran, Liang Ge, Xiaofeng Zhang