Jian Zhang
长聘副教授
Researches visual content reconstruction and generation, and AIGC forgery detection and copyright protection.
Jian Zhang's lab at Peking works on 3D vision & neural rendering and recognition, detection & segmentation. 81 papers since 2023, 3 at top venues, mostly AAAI and SIGGRAPH. 6 PhD students and 20 master's students. 31 alumni, most often to ByteDance and Tencent. Applications close .
At a glance
- papers, 2023–2026
- 21/ year
- at T1 venues
- 4%
- PhD students
- 6
- MS students
- 20
- alumni listed
- 31
Papers by yearfrom the lab homepage, 2023–2026
- 14 papers2026 · T1 1 · collecting
- 17 papers2025 · T1 2
- 26 papers2024 · T1 0
- 24 papers2023 · T1 0
T1 venuesOtherVenues: AAAI, SIGGRAPH, SIGGRAPH Asia
Research focuspaper titles that use each topic's words
- 3D vision & neural rendering12 papers
- Recognition, detection & segmentation4 papers
- copyright2 papers
- copyright protection2 papers
- researches visual0 papers
Paper list
From the lab homepage.
202614 papers
- International Journal of Computer Vision (IJCV), .4DVD: Cascaded Dense-view Video Diffusion Model for High-quality 4D Content Generation
- International Journal of Computer Vision (IJCV), .AvatarShield: Visual Reinforcement Learning for Human-Centric Synthetic Video Detection (opens in a new tab)
- European Conference on Computer Vision (ECCV), .DualDiff3D: Dual Structure-Appearance Diffusion Priors for Reliability-Enhanced 3D Gaussian Splatting
- International Conference on Learning Representations (ICLR), .GenCompositor: Generative Video Compositing with Diffusion Transformer
- International Conference on Machine Learning (ICML), .GenShield: Unified Detection and Artifact Correction for AI-Generated Images
- International Conference on Learning Representations (ICLR), .Improved Adversarial Diffusion Compression for Real-World Video Super-Resolution
- International Journal of Computer Vision (IJCV), .Multi-Agent Image Restoration (opens in a new tab)
- European Conference on Computer Vision (ECCV), .OARS: Process-Aware Online Alignment for Generative Real-World Image Super-Resolution (opens in a new tab)
- IEEE Conference on Computer Vision and Pattern Recognition(CVPR), .OctoT2I: A Self-Evolving Agentic Text-to-Image Router
- IEEE Conference on Computer Vision and Pattern Recognition(CVPR), .ReAlign: Generalizable Image Forgery Detection via Reasoning-Aligned Representation
- International Conference on Learning Representations (ICLR), .Reasoning as Representation: Rethinking Visual Reinforcement Learning in Image Quality Assessment
- International Conference on Machine Learning (ICML), .StableI2I: Spotting Unintended Changes in Image-to-Image Transition
202517 papers
- IEEE Conference on Computer Vision and Pattern Recognition (CVPR), .Adversarial Diffusion Compression for Real-World Image Super-Resolution! (opens in a new tab)
- Advances in Neural Information Processing Systems (NeurIPS), .AlignedGen: Aligning Style Across Generated Images (opens in a new tab)
- SIGGRAPH (T1)AssetDropper: Asset Extraction via Diffusion Models with Reward-Driven Optimization (opens in a new tab)
- SIGGRAPH Asia (T1)DreamO: A Unified Framework for Image Customization (opens in a new tab)
- International Conference on Learning Representations (ICLR), .FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models (opens in a new tab)
- IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), .GIR: 3D Gaussian Inverse Rendering for Relightable Scene Factorization! (opens in a new tab)
- IEEE Conference on Computer Vision and Pattern Recognition (CVPR), .InstanceGaussian: Appearance-Semantic Joint Gaussian Representation for 3D Instance-Level Perception! (opens in a new tab)
- IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), .Invertible Diffusion Models for Compressed Sensing! (opens in a new tab)
- IEEE Conference on Computer Vision and Pattern Recognition (CVPR), .ISMimic: Learning Basketball Interaction Skills from Demonstrations! (opens in a new tab)
- International Journal of Computer Vision (IJCV), .OmniDrag: Enabling Motion Control for Omnidirectional Image-to-Video Generation (opens in a new tab)
- IEEE Conference on Computer Vision and Pattern Recognition (CVPR), .OmniGuard: Hybrid Manipulation Localization via Augmented Versatile Deep Image Watermarking!
- IEEE Conference on Computer Vision and Pattern Recognition (CVPR), .OSMamba: Omnidirectional Spectral Mamba with Dual-Domain Prior Generator for Exposure Correction! (opens in a new tab)
202426 papers
- IEEE Conference on Computer Vision and Pattern Recognition (CVPR), .360DVD: Controllable Panorama Video Generation with 360-Degree Video Diffusion Model (opens in a new tab)
- IEEE Conference on Computer Vision and Pattern Recognition (CVPR), .Boosting Spike Camera Image Reconstruction from a Perspective of Dealing with Spike Fluctuations
- Communications Engineering (Nature Communications), .Compressive Confocal Microscopy Imaging at the Single-Photon Level with Ultra-Low Sampling Ratios (opens in a new tab)
- IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), .D3C2-Net: Dual-Domain Deep Convolutional Coding Network for Compressive Sensing (opens in a new tab)
- IEEE Conference on Computer Vision and Pattern Recognition (CVPR), .DiffEditor: Boosting Accuracy and Flexibility on Diffusion-based Image Editing (opens in a new tab)
- International Journal of Computer Vision (IJCV), .DiffLLE: Diffusion-guided Domain Calibration for Unsupervised Low-light Image Enhancement (opens in a new tab)
- International Conference on Learning Representations (ICLR), .DragonDiffusion: Enabling Drag-style Manipulation on Diffusion Models (opens in a new tab)
- IEEE Conference on Computer Vision and Pattern Recognition (CVPR), .EditGuard: Versatile Image Watermarking for Tamper Localization and Copyright Protection (opens in a new tab)
- IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), .Empowering Real-World Image Super-Resolution with Flexible Interactive Modulation (opens in a new tab)
- IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), .Faster Person Re-Identification: One-shot-Filter and Coarseto-Fine Search (opens in a new tab)
- Advances in Neural Information Processing Systems (NeurIPS), .GS-Hider: Hiding Messages into 3D Gaussian Splatting (opens in a new tab)
- Advances in Neural Information Processing Systems (NeurIPS), .HiCoM: Hierarchical Coherent Motion for Dynamic Streamable Scenes with 3D Gaussian Splatting (opens in a new tab)
202324 papers
- International Conference on Computer Vision (ICCV), .A Unified Continual Learning Framework with General Parameter-Efficient Tuning (opens in a new tab)
- IEEE Transactions on Robotics (TRO), .An Object SLAM Framework for Association, Mapping, and High-Level Tasks (opens in a new tab)
- Advances in Neural Information Processing Systems (NeurIPS), .CRoSS: Diffusion Model Makes Controllable, Robust and Secure Image Steganography (opens in a new tab)
- IEEE Transactions on Image Processing (TIP), .CSformer: Bridging Convolution and Transformer for Compressive Sensing (opens in a new tab)
- IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), .DEAR-GAN: Degradation-Aware Face Restoration with GAN Prior (opens in a new tab)
- International Journal of Computer Vision (IJCV), .Deep Memory-Augmented Proximal Unrolling Network for Compressive Sensing (opens in a new tab)
- International Journal of Computer Vision (IJCV), .Deep Physics-Guided Unrolling Generalization for Compressed Sensing (opens in a new tab)
- IEEE Transactions on Multimedia (TMM), .Deep Unfolding Network for Image Compressed Sensing by Content-adaptive Gradient Updating and Deformation-invariant Non-local Modeling (opens in a new tab)
- IEEE Transactions on Image Processing (TIP), .Dynamic Path-Controllable Deep Unfolding Network for Compressive Sensing (opens in a new tab)
- IEEE Conference on Computer Vision and Pattern Recognition (CVPR), .EDA: Explicit Text-Decoupling and Dense Alignment for 3D Visual Grounding (opens in a new tab)
- International Conference on Computer Vision (ICCV), .Freedom: Training-free energy-guided conditional diffusion model (opens in a new tab)
- AAAI Conference on Artificial Intelligence (AAAI), .GAN Prior based Null-Space Learning for Consistent Super-Resolution (opens in a new tab)
Where alumni went31 listed, 26% to industry
Industry 7Academia 20
Most often to
- ByteDance
- Tencent
- Alibaba
Also to
- Peking University
- Imperial College London
- Ph.D study at Arizona State University
Apply to PekingFall 2027
Computer Science PhD (international applicants)
- Round
- Main
- Opens
- —
- GRE
- See program page
- English
- See program page
- Fee
- See program page
Not yet confirmed for this intake.
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