Jiawei Zhang

Orcid: 0000-0002-2292-4592

Affiliations:
  • SenseTime Research, Shenzhen, China
  • City University of Hong Kong (former)


According to our database1, Jiawei Zhang authored at least 76 papers between 2016 and 2025.

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Timeline

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Bibliography

2025
GuardSet-X: Massive Multi-Domain Safety Policy-Grounded Guardrail Dataset.
CoRR, June, 2025

Frequency-domain Learning with Kernel Prior for Blind Image Deblurring.
CoRR, April, 2025

DiT4SR: Taming Diffusion Transformer for Real-World Image Super-Resolution.
CoRR, March, 2025

MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models.
CoRR, March, 2025

DeblurDiff: Real-World Image Deblurring with Generative Diffusion Models.
CoRR, February, 2025

MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Eia: Environmental Injection Attack on Generalist Web Agents for Privacy Leakage.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

DiffRetouch: Using Diffusion to Retouch on the Shoulder of Experts.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

A Diffusion-Based Framework for Occluded Object Movement.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024
Deep Richardson-Lucy Deconvolution for Low-Light Image Deblurring.
Int. J. Comput. Vis., February, 2024

Analysis and Benchmarking of Extending Blind Face Image Restoration to Videos.
IEEE Trans. Image Process., 2024

Learning Diverse Tone Styles for Image Retouching.
IEEE Trans. Image Process., 2024

Semantic Segmentation Prior for Diffusion-Based Real-World Super-Resolution.
CoRR, 2024

AdvWeb: Controllable Black-box Attacks on VLM-powered Web Agents.
CoRR, 2024

DiffRetouch: Using Diffusion to Retouch on the Shoulder of Experts.
CoRR, 2024

GuardAgent: Safeguard LLM Agents by a Guard Agent via Knowledge-Enabled Reasoning.
CoRR, 2024

KnowHalu: Hallucination Detection via Multi-Form Knowledge Based Factual Checking.
CoRR, 2024

MuseGraph: Graph-oriented Instruction Tuning of Large Language Models for Generic Graph Mining.
CoRR, 2024

An Efficient Transformer For Demosaicing Via Compressed Multi-Branch Attention Mechanism.
Proceedings of the IEEE International Conference on Acoustics, 2024

ChatScene: Knowledge-Enabled Safety-Critical Scenario Generation for Autonomous Vehicles.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
RestoreFormer++: Towards Real-World Blind Face Restoration From Undegraded Key-Value Pairs.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

DiffSmooth: Certifiably Robust Learning via Diffusion Models and Local Smoothing.
Proceedings of the 32nd USENIX Security Symposium, 2023

CARE: Certifiably Robust Learning with Reasoning via Variational Inference.
Proceedings of the 2023 IEEE Conference on Secure and Trustworthy Machine Learning, 2023

Generic Attention-model Explainability by Weighted Relevance Accumulation.
Proceedings of the ACM Multimedia Asia 2023, 2023

Joint Demosaicing and Denoising with Gradient Guidance in Quad Bayer CFA.
Proceedings of the IEEE International Conference on Image Processing, 2023

Self-Supervised Intensity-Event Stereo Matching.
Proceedings of the Imaging Sensors and Systems 2023, 2023


2022
Deep Dynamic Scene Deblurring From Optical Flow.
IEEE Trans. Circuits Syst. Video Technol., 2022

Deblurring Dynamic Scenes via Spatially Varying Recurrent Neural Networks.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Dual Convolutional Neural Networks for Low-Level Vision.
Int. J. Comput. Vis., 2022

Efficient and Accurate Quantized Image Super-Resolution on Mobile NPUs, Mobile AI & AIM 2022 challenge: Report.
CoRR, 2022

Improving Certified Robustness via Statistical Learning with Logical Reasoning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Double Sampling Randomized Smoothing.
Proceedings of the International Conference on Machine Learning, 2022

Self-Guided Video Super-Resolution Based on a Fast Deformable ConvGRU Model.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2022


RestoreFormer: High-Quality Blind Face Restoration from Undegraded Key-Value Pairs.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Multi-Stage Degradation Homogenization for Super-Resolution of Face Images With Extreme Degradations.
IEEE Trans. Image Process., 2021

Physics-Based Generative Adversarial Models for Image Restoration and Beyond.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Progressive-Scale Boundary Blackbox Attack via Projective Gradient Estimation.
Proceedings of the 38th International Conference on Machine Learning, 2021

Learning RAW-to-sRGB Mappings with Inaccurately Aligned Supervision.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Deep Blind Video Super-resolution.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Learning a Non-Blind Deblurring Network for Night Blurry Images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Blind Deblurring for Saturated Images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Efficient Deep Image Denoising via Class Specific Convolution.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Robust Face Super-Resolution via Position Relation Model Based on Global Face Context.
IEEE Trans. Image Process., 2020

Cross-spectral stereo matching for facial disparity estimation in the dark.
Comput. Vis. Image Underst., 2020

AIM 2020 Challenge on Learned Image Signal Processing Pipeline.
CoRR, 2020

Deep Blind Video Super-resolution.
CoRR, 2020

Self-Guided Novel View Synthesis via Elastic Displacement Network.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Cross-Scale Internal Graph Neural Network for Image Super-Resolution.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

EfficientFCN: Holistically-Guided Decoding for Semantic Segmentation.
Proceedings of the Computer Vision - ECCV 2020, 2020

Learning Event-Driven Video Deblurring and Interpolation.
Proceedings of the Computer Vision - ECCV 2020, 2020


Learning a Reinforced Agent for Flexible Exposure Bracketing Selection.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Visually Imbalanced Stereo Matching.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Learning to Deblur Face Images via Sketch Synthesis.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Interactive Hierarchical Object Proposals.
IEEE Trans. Circuits Syst. Video Technol., 2019

Joint Face Hallucination and Deblurring via Structure Generation and Detail Enhancement.
Int. J. Comput. Vis., 2019

Recovering Extremely Degraded Faces by Joint Super-Resolution and Facial Composite.
Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

Spatio-Temporal Filter Adaptive Network for Video Deblurring.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

DAVANet: Stereo Deblurring With View Aggregation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Specular highlight reduction with known surface geometry.
Comput. Vis. Image Underst., 2018

Learning Selfie-Friendly Abstraction from Artistic Style Images.
CoRR, 2018

Deep Non-Blind Deconvolution via Generalized Low-Rank Approximation.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Grassmann Pooling as Compact Homogeneous Bilinear Pooling for Fine-Grained Visual Classification.
Proceedings of the Computer Vision - ECCV 2018, 2018

Dynamic Scene Deblurring Using Spatially Variant Recurrent Neural Networks.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Unsupervised Image Super-Resolution Using Cycle-in-Cycle Generative Adversarial Networks.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Gated Fusion Network for Single Image Dehazing.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Learning Dual Convolutional Neural Networks for Low-Level Vision.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
RGBD Salient Object Detection via Deep Fusion.
IEEE Trans. Image Process., 2017

Learning to Hallucinate Face Images via Component Generation and Enhancement.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Fast Preprocessing for Robust Face Sketch Synthesis.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

A hand pose tracking benchmark from stereo matching.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

CREST: Convolutional Residual Learning for Visual Tracking.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Learning Fully Convolutional Networks for Iterative Non-blind Deconvolution.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
3D Hand Pose Tracking and Estimation Using Stereo Matching.
CoRR, 2016


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