Xiaogang Xu

Orcid: 0000-0002-7928-7336

Affiliations:
  • Zhejiang Normal University, College of Computer Science and Technology, Jinhua, China
  • Zhejiang University, Institute of Cyberspace Research, Hangzhou, China
  • Chinese University of Hong Kong, Department of Computer Science and Engineering, Hong Kong (PhD 2022)


According to our database1, Xiaogang Xu authored at least 114 papers between 2018 and 2026.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

Online presence:

On csauthors.net:

Bibliography

2026
HoloFair: Unified T2I Fairness Evaluation and Fair-GRPO Debiasing.
CoRR, May, 2026

LITMUS: Benchmarking Behavioral Jailbreaks of LLM Agents in Real OS Environments.
CoRR, May, 2026

AHPA: Adaptive Hierarchical Prior Alignment for Diffusion Transformers.
CoRR, May, 2026

ACIArena: Toward Unified Evaluation for Agent Cascading Injection.
CoRR, April, 2026

Learning Latent Proxies for Controllable Single-Image Relighting.
CoRR, March, 2026

From Thinker to Society: Security in Hierarchical Autonomy Evolution of AI Agents.
CoRR, March, 2026

FC-VFI: Faithful and Consistent Video Frame Interpolation for High-FPS Slow Motion Video Generation.
CoRR, March, 2026

Fair in Mind, Fair in Action? A Synchronous Benchmark for Understanding and Generation in UMLLMs.
CoRR, March, 2026

Low-Light Video Enhancement with An Effective Spatial-Temporal Decomposition Paradigm.
CoRR, February, 2026

Adversarial Attacks of Vision Tasks in the Past 10 Years: A Survey.
ACM Comput. Surv., January, 2026

GDRO: Group-level Reward Post-training Suitable for Diffusion Models.
CoRR, January, 2026

Exploiting Regional Information Transformer for Single Image Deraining.
IEEE Trans. Multim., 2026

IAMAgent: Toward an Interactive and Adaptive Multi-Agent System for Image Restoration.
IEEE Trans. Image Process., 2026

Boosting HDR Image Reconstruction via Semantic Knowledge Transfer.
IEEE Trans. Image Process., 2026

GADT: Enhancing transferable adversarial attacks through gradient-guided adversarial data transformation.
Neurocomputing, 2026

Class Incremental Medical Image Segmentation via Prototype-Guided Calibration and Dual-Aligned Distillation.
Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

Robust-R1: Degradation-Aware Reasoning for Robust Visual Understanding.
Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025
Wan-Move: Motion-controllable Video Generation via Latent Trajectory Guidance.
CoRR, December, 2025

Hybrid Event Frame Sensors: Modeling, Calibration, and Simulation.
CoRR, November, 2025

Enhancing Diffusion-based Restoration Models via Difficulty-Adaptive Reinforcement Learning with IQA Reward.
CoRR, November, 2025

Boosting Fidelity for Pre-Trained-Diffusion-Based Low-Light Image Enhancement via Condition Refinement.
CoRR, October, 2025

Parametric Linear Blend Skinning Model for Multiple-Shape 3D Garments.
IEEE Trans. Vis. Comput. Graph., September, 2025

Toward Unified 3D Object Detection via Algorithm and Data Unification.
IEEE Trans. Pattern Anal. Mach. Intell., September, 2025

Exploiting Unlabeled Structures through Task Consistency Training for Versatile Medical Image Segmentation.
CoRR, September, 2025

Jailbreaking Commercial Black-Box LLMs with Explicitly Harmful Prompts.
CoRR, August, 2025

Generative Distribution Distillation.
CoRR, July, 2025

LoViC: Efficient Long Video Generation with Context Compression.
CoRR, July, 2025

MiCo: Multi-image Contrast for Reinforcement Visual Reasoning.
CoRR, June, 2025

LPO: Towards Accurate GUI Agent Interaction via Location Preference Optimization.
CoRR, June, 2025

From Events to Enhancement: A Survey on Event-Based Imaging Technologies.
CoRR, May, 2025

SEE: See Everything Every Time - Adaptive Brightness Adjustment for Broad Light Range Images via Events.
CoRR, February, 2025

Generative Visual Commonsense Answering and Explaining with Generative Scene Graph Constructing.
CoRR, January, 2025

Geometric-Aware Low-Light Image and Video Enhancement via Depth Guidance.
IEEE Trans. Image Process., 2025

DiffCamera: Arbitrary Refocusing on Images.
Proceedings of the SIGGRAPH Asia 2025 Conference Papers, 2025

FashionComposer: Compositional Fashion Image Generation.
Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2025

PRIME: Prototype-Driven Class Incremental Learning for Medical Image Segmentation.
Proceedings of the 33rd ACM International Conference on Multimedia, 2025

CFSynthesis: Controllable and Free-view 3D Human Video Synthesis.
Proceedings of the 2025 International Conference on Multimedia Retrieval, 2025

Low-Light Video Enhancement via Spatial-Temporal Consistent Decomposition.
Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

LARM: Large Auto-Regressive Model for Long-Horizon Embodied Intelligence.
Proceedings of the Forty-second International Conference on Machine Learning, 2025

Towards Understanding the Robustness of Diffusion-Based Purification: A Stochastic Perspective.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Learnable Feature Patches and Vectors for Boosting Low-Light Image Enhancement Without External Knowledge.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

DiffDoctor: Diagnosing Image Diffusion Models Before Treating.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Co-Painter: Fine-Grained Controllable Image Stylization via Implicit Decoupling and Adaptive Injection.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Exposure-Limited Image Enhancement with Generative Diffusion Prior.
Proceedings of the IEEE International Conference on Computational Photography, 2025

Diffusion Noise Feature: Accurate and Fast Generated Image Detection.
Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

CG-FedLLM: How to Compress Gradients in Federated Fine-Tuning for Large Language Models.
Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

DR-Encoder: Encode Low-rank Gradients with Random Prior for Large Language Models Differentially Privately.
Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

DiMSOD: A Diffusion-Based Framework for Multi-Modal Salient Object Detection.
Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

Particle Rendering: Implicitly Aggregating Incident and Outgoing Light Fields for Novel View Synthesis.
Proceedings of the International Conference on 3D Vision, 2025

2024
MalGNE: Enhancing the Performance and Efficiency of CFG-Based Malware Detector by Graph Node Embedding in Low Dimension Space.
IEEE Trans. Inf. Forensics Secur., 2024

GADT: Enhancing Transferable Adversarial Attacks through Gradient-guided Adversarial Data Transformation.
CoRR, 2024

Iter-AHMCL: Alleviate Hallucination for Large Language Model via Iterative Model-level Contrastive Learning.
CoRR, 2024

Sagiri: Low Dynamic Range Image Enhancement with Generative Diffusion Prior.
CoRR, 2024

Low-Light Video Enhancement via Spatial-Temporal Consistent Illumination and Reflection Decomposition.
CoRR, 2024

Distinguish Any Fake Videos: Unleashing the Power of Large-scale Data and Motion Features.
CoRR, 2024

CG-FedLLM: How to Compress Gradients in Federated Fune-tuning for Large Language Models.
CoRR, 2024

Towards Better Adversarial Purification via Adversarial Denoising Diffusion Training.
CoRR, 2024

The Ninth NTIRE 2024 Efficient Super-Resolution Challenge Report.
CoRR, 2024

NTIRE 2024 Challenge on Image Super-Resolution (⨉4): Methods and Results.
CoRR, 2024

Diving Deep into Regions: Exploiting Regional Information Transformer for Single Image Deraining.
CoRR, 2024

Depth Anything V2.
Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

HAWK: Learning to Understand Open-World Video Anomalies.
Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Generative Active Learning for Long-tailed Instance Segmentation.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

HELPD: Mitigating Hallucination of LVLMs by Hierarchical Feedback Learning with Vision-enhanced Penalty Decoding.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Unveiling Advanced Frequency Disentanglement Paradigm for Low-Light Image Enhancement.
Proceedings of the Computer Vision - ECCV 2024, 2024

Refine, Discriminate and Align: Stealing Encoders via Sample-Wise Prototypes and Multi-relational Extraction.
Proceedings of the Computer Vision - ECCV 2024, 2024

An Incremental Unified Framework for Small Defect Inspection.
Proceedings of the Computer Vision - ECCV 2024, 2024

Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Boosting Image Restoration via Priors from Pre-Trained Models.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

The Ninth NTIRE 2024 Efficient Super-Resolution Challenge Report.
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Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

LucidDreamer: Towards High-Fidelity Text-to-3D Generation via Interval Score Matching.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

UniMODE: Unified Monocular 3D Object Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024


Learning to Remove Wrinkled Transparent Film with Polarized Prior.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

S2WAT: Image Style Transfer via Hierarchical Vision Transformer Using Strips Window Attention.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Conditional Temporal Variational AutoEncoder for Action Video Prediction.
Int. J. Comput. Vis., October, 2023

Video Frame Interpolation with Region-Distinguishable Priors from SAM.
CoRR, 2023

Self-supervised Learning for Enhancing Geometrical Modeling in 3D-Aware Generative Adversarial Network.
CoRR, 2023

Refine, Discriminate and Align: Stealing Encoders via Sample-Wise Prototypes and Multi-Relational Extraction.
CoRR, 2023

Clarity ChatGPT: An Interactive and Adaptive Processing System for Image Restoration and Enhancement.
CoRR, 2023

FreeMask: Synthetic Images with Dense Annotations Make Stronger Segmentation Models.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

CorresNeRF: Image Correspondence Priors for Neural Radiance Fields.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Universal Adaptive Data Augmentation.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Out-of-domain GAN inversion via Invertibility Decomposition for Photo-Realistic Human Face Manipulation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Lighting up NeRF via Unsupervised Decomposition and Enhancement.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

High Dynamic Range Image Reconstruction via Deep Explicit Polynomial Curve Estimation.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Low-Light Image Enhancement via Structure Modeling and Guidance.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

TriVol: Point Cloud Rendering via Triple Volumes.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Point2Pix: Photo-Realistic Point Cloud Rendering via Neural Radiance Fields.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Deep Parametric 3D Filters for Joint Video Denoising and Illumination Enhancement in Video Super Resolution.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Adversarial CAPTCHAs.
IEEE Trans. Cybern., 2022

Text-Guided Human Image Manipulation via Image-Text Shared Space.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Photo-Realistic Out-of-domain GAN inversion via Invertibility Decomposition.
CoRR, 2022

General Adversarial Defense Against Black-box Attacks via Pixel Level and Feature Level Distribution Alignments.
CoRR, 2022

Towards Local Underexposed Photo Enhancement.
CoRR, 2022

Universal Adaptive Data Augmentation.
CoRR, 2022

PVDD: A Practical Video Denoising Dataset with Real-World Dynamic Scenes.
CoRR, 2022

MTFormer: Multi-task Learning via Transformer and Cross-Task Reasoning.
Proceedings of the Computer Vision - ECCV 2022, 2022

DecoupleNet: Decoupled Network for Domain Adaptive Semantic Segmentation.
Proceedings of the Computer Vision - ECCV 2022, 2022

SNR-Aware Low-light Image Enhancement.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Hierarchical Image Generation via Transformer-Based Sequential Patch Selection.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Ranking Users in Social Networks with Motif-Based PageRank.
IEEE Trans. Knowl. Data Eng., 2021

Adversarial Attacks on ML Defense Models Competition.
CoRR, 2021

Semantic-Aware Video Style Transfer Based on Temporal Consistent Sparse Patch Constraint.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Reference-Based Video Colorization With Multi-Scale Semantic Fusion And Temporal Augmentation.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Dynamic Divide-and-Conquer Adversarial Training for Robust Semantic Segmentation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Seeing Dynamic Scene in the Dark: A High-Quality Video Dataset with Mechatronic Alignment.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Self-Supervised 3D Mesh Reconstruction From Single Images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Domain Adaptive Image-to-Image Translation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
3D No-Reference Image Quality Assessment via Transfer Learning and Saliency-Guided Feature Consolidation.
IEEE Access, 2019

View Independent Generative Adversarial Network for Novel View Synthesis.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Homomorphic Latent Space Interpolation for Unpaired Image-To-Image Translation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
No-Reference Stereoscopic Image Quality Assessment Using Convolutional Neural Network for Adaptive Feature Extraction.
IEEE Access, 2018

Ranking Users in Social Networks With Higher-Order Structures.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018


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