Xiaofeng Zhang

Orcid: 0000-0002-7185-4682

Affiliations:

Shanghai Jiao Tong University, School of Electronic Information and Electrical Engineering, China
Nanjing Universityof Posts and Telecommunications, College of Automation and College ofArtificial Intelligence, China

According to our database¹, Xiaofeng Zhang authored at least 46 papers between 2021 and 2026.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book In proceedings Article PhD thesis Dataset Other

Bibliography

2026

Memory Augment Is All You Need for Image Restoration.

[BibT_eX]

[DOI]

IEEE Trans. Consumer Electron., May, 2026

DynRouteNet: Lightweight Facial Shadow Removal With Mask-Guided Dynamic Routing.

[BibT_eX]

[DOI]

IEEE Trans. Consumer Electron., February, 2026

Manifold-Guided Geometric Enhancement for Reliable Multimodal Interaction in Consumer Electronics.

[BibT_eX]

[DOI]

IEEE Trans. Consumer Electron., February, 2026

AquaClarity: Vision Transformer Enhances Underwater Image via Nonlinear Feature Fusion and Color Fidelity Improvement.

[BibT_eX]

[DOI]

IEEE Trans. Consumer Electron., February, 2026

Context Tokens are Anchors: Understanding the Repetition Curse in dMLLMs from an Information Flow Perspective.

[BibT_eX]

[DOI]

CoRR, January, 2026

Hallucination Begins Where Saliency Drops.

[BibT_eX]

[DOI]

CoRR, January, 2026

QWNet: A quaternion wavelet network for spatial-frequency aware multi-modal image fusion.

[BibT_eX]

[DOI]

Neural Networks, 2026

What drives attention sinks? A study of massive activations and rotational positional encoding in large vision-language models.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2026

SeaRAG: Reducing Hallucination in Retrieval-Augmented Generation via Statement-Entity Adaptive Ranking.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2026, 2026

Reasoning Fails Where Step Flow Breaks.

[BibT_eX]

[DOI]

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

ART: Attention Replacement Technique to Improve Factuality in LLMs.

[BibT_eX]

[DOI]

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

Unlocking the Black Box of Latent Reasoning: An Interpretability-Guided Approach to Intervention.

[BibT_eX]

[DOI]

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

D3ToM: Decider-Guided Dynamic Token Merging for Accelerating Diffusion MLLMs.

[BibT_eX]

[DOI]

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

IDR-GS: Identity-Driven Reconstruction via 3D Gaussian Splatting for Cloth-Changing Person Re-Identification.

[BibT_eX]

[DOI]

IEEE Trans. Consumer Electron., November, 2025

D<sup>3</sup>ToM: Decider-Guided Dynamic Token Merging for Accelerating Diffusion MLLMs.

[BibT_eX]

[DOI]

CoRR, November, 2025

MuralAgent: Enhancing Ancient Mural Outpainting with RAG-Based Texts and Multimodal Integration.

[BibT_eX]

[DOI]

Abdulmotaleb El Saddik

ACM Trans. Multim. Comput. Commun. Appl., September, 2025

CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance.

[BibT_eX]

[DOI]

CoRR, August, 2025

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models.

[BibT_eX]

[DOI]

CoRR, July, 2025

Wakeup-Darkness: When Multimodal Meets Unsupervised Low-Light Image Enhancement.

[BibT_eX]

[DOI]

Abdulmotaleb El Saddik

ACM Trans. Multim. Comput. Commun. Appl., March, 2025

Simignore: Exploring and enhancing multimodal large model complex reasoning via similarity computation.

[BibT_eX]

[DOI]

Xiaofeng Zhang

Fanshuo Zeng

Chaochen Gu

Neural Networks, 2025

High-Fidelity Document Stain Removal via A Large-Scale Real-World Dataset and A Memory-Augmented Transformer.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

From Redundancy to Relevance: Information Flow in LVLMs Across Reasoning Tasks.

[BibT_eX]

[DOI]

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Longitudinal MRI-Clinical Multimodal Fusion for pCR Prediction in Breast Cancer.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

EFDTR: Learnable Elliptical Fourier Descriptor Transformer for Instance Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Improving Complex Reasoning with Dynamic Prompt Corruption: A Soft Prompt Optimization Approach.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Shallow Focus, Deep Fixes: Enhancing Shallow Layers Vision Attention Sinks to Alleviate Hallucination in LVLMs.

[BibT_eX]

[DOI]

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

SalaMAnder: Shapley-based Mathematical Expression Attribution and Metric for Chain-of-Thought Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

2024

Shadclips: When Parameter-Efficient Fine-Tuning with Multimodal Meets Shadow Removal.

[BibT_eX]

[DOI]

Int. J. Pattern Recognit. Artif. Intell., December, 2024

LL-Diff: Low-Light Image Enhancement Utilizing Langevin Sampling Diffusion.

[BibT_eX]

[DOI]

Int. J. Pattern Recognit. Artif. Intell., October, 2024

MuralDiff: Diffusion for Ancient Murals Restoration on Large-Scale Pre-Training.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., June, 2024

Efficient Remote-Sensing Segmentation With Generative Adversarial Transformer.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2024

Seeing Clearly by Layer Two: Enhancing Attention Heads to Alleviate Hallucination in LVLMs.

[BibT_eX]

[DOI]

CoRR, 2024

From Redundancy to Relevance: Enhancing Explainability in Multimodal Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Instance-adaptive Zero-shot Chain-of-Thought Prompting.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

DOPRA: Decoding Over-accumulation Penalization and Re-allocation in Specific Weighting Layer.

[BibT_eX]

[DOI]

Jinfeng Wei

Xiaofeng Zhang

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

2023

A Local-Global Framework for Semantic Segmentation of Multisource Remote Sensing Images.

[BibT_eX]

[DOI]

Remote. Sens., January, 2023

UIR-Net: A Simple and Effective Baseline for Underwater Image Restoration and Enhancement.

[BibT_eX]

[DOI]

Remote. Sens., January, 2023

A Semantics-Geometry Framework for Road Extraction From Remote Sensing Images.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2023

A Dual Attentive Generative Adversarial Network for Remote Sensing Image Change Detection.

[BibT_eX]

[DOI]

CoRR, 2023

SAM-helps-Shadow: When Segment Anything Model meet shadow removal.

[BibT_eX]

[DOI]

Xiaofeng Zhang

Chaochen Gu

Shanying Zhu

CoRR, 2023

Restoration of Dunhuang Murals on Large-scale pretraining.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Signal Processing and Machine Learning, 2023

SpA-Former:An Effective and lightweight Transformer for image shadow removal.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2023

2022

AFFNet: Attention Mechanism Network Based on Fusion Feature for Image Cloud Removal.

[BibT_eX]

[DOI]

Runhan Shen

Xiaofeng Zhang

Yonggang Xiang

Int. J. Pattern Recognit. Artif. Intell., 2022

2021

RGAN: Rethinking generative adversarial networks for cloud removal.

[BibT_eX]

[DOI]

Xinyu Ran

Liang Ge

Xiaofeng Zhang

Int. J. Intell. Syst., 2021

Xiaofeng Zhang

Timeline

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