CNShanghai Jiao Tong UniversitySchool of Integrated Circuits (Information and Electronic Engineering)
Xiaoyun Zhang
研究员
Works on video and image processing, computer vision and deep generative models.
Xiaoyun Zhang's lab at SJTU works on video understanding and generative & foundation models. 27 papers since 2023, 12 at top venues, mostly CVPR and ECCV. 26 PhD students and 26 master's students. 29 alumni, most often to Alibaba and ByteDance. Applications close .
At a glance
- papers, 2023–2026
- 7/ year
- at T1 venues
- 44%
- PhD students
- 26
- MS students
- 26
- alumni listed
- 29
Papers by yearfrom the lab homepage and DBLP, 2023–2026
- 5 papers2026 · T1 5 · collecting
- 15 papers2025 · T1 5
- 3 papers2024 · T1 1
- 4 papers2023 · T1 1
T1 venuesOtherVenues: CVPR, ECCV, ICCV, ICME, AAAI
Research focuspaper titles that use each topic's words
- Video understanding9 papers
- Generative & foundation models4 papers
- deep generative0 papers
- image processing0 papers
- integrated circuits0 papers
Paper list
From the lab homepage and DBLP.
20265 papers
- CVPR (T1)Agentic Retoucher for Text-To-Image Generation (opens in a new tab)
- ECCV (T1)DTI: Dynamic Trajectory Initialization for Generative Face Video Super-Resolution (opens in a new tab)
- ECCV (T1)ELHINN: Unifying Dense Crowd Simulation Across Scales via Eulerian-Lagrangian Hydrodynamics (opens in a new tab)
- CVPR (T1)One-Step Diffusion Transformer for Controllable Real-World Image Super-Resolution (opens in a new tab)
- ECCV (T1)TEASR: Training-Efficient Any-Step Diffusion Transformer for Real-World Image Super-Resolution (opens in a new tab)
202515 papers
- CVPR (T1)4DGC: Rate-Aware 4D Gaussian Compression for Efficient Streamable Free-Viewpoint Video (opens in a new tab)
- NeurIPS (T1)4DGCPro: Efficient Hierarchical 4D Gaussian Compression for Progressive Volumetric Video Streaming (opens in a new tab)
- Adv. Intell. Syst.Enhancing Spinal Metastasis Detection and Feature Evaluation on Computed Tomography Scans Using Deep-Learning Systems (opens in a new tab)
- ICCV (T1)F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration (opens in a new tab)
- CVPR (T1)FineVQ: Fine-Grained User Generated Content Video Quality Assessment (opens in a new tab)
- WACVMegaFusion: Extend Diffusion Models towards Higher-resolution Image Generation without Further Tuning (opens in a new tab)
- ICCVWMIPI 2025 Challenge on Detailed Image Quality Assessment: Methods and Results (opens in a new tab)
- IEEE J. Sel. Top. Signal Process.MoA-VR: A Mixture-of-Agents System Toward All-in-One Video Restoration (opens in a new tab)
- CVPR WorkshopNTIRE 2025 XGC Quality Assessment Challenge: Methods and Results (opens in a new tab)
- VCIPPrismGS: Physically-Grounded Anti-Aliasing for High-Fidelity Large-Scale 3D Gaussian Splatting (opens in a new tab)
- PRCVRobust ID-Specific Face Restoration via Alignment Learning (opens in a new tab)
- ICMESerial Low-rank Adaptation of Vision Transformer (opens in a new tab)
20243 papers
- ACM MMHPC: Hierarchical Progressive Coding Framework for Volumetric Video (opens in a new tab)
- CVPR (T1)Intelligent Grimm - Open-ended Visual Storytelling via Latent Diffusion Models (opens in a new tab)
- ICIPJOINTRF: End-To-End Joint Optimization for Dynamic Neural Radiance Field Representation and Compression (opens in a new tab)
20234 papers
- IEEE Trans. Multim.Adaptive Mutual Supervision for Weakly-Supervised Temporal Action Localization (opens in a new tab)
- BMVCBoost Video Frame Interpolation via Motion Adaptation (opens in a new tab)
- accepted by CVPR .DR2: Diffusion-based Robust Degradation Remover for Blind Face Restoration
- ICCV (T1)Open-vocabulary Object Segmentation with Diffusion Models (opens in a new tab)
Where alumni went29 listed, 81% to industry
Industry 17Academia 4
Most often to
- Alibaba
- ByteDance
- Algorithm Engineer at CloudWalk Technology
Also to
- Georgia Tech
- Kings College London
- Teacher at Nanjing University of Post and Telecommunication
Apply to SJTUFall 2027
Computer Science PhD (international applicants)
- Round
- Self-funded
- Opens
- —
- GRE
- See program page
- English
- See program page
- Fee
- See program page
Not yet confirmed for this intake.
Similar labsnearest by research summary
- USUMD
David Jacobs
- Recognition, detection & segmentation
- USUMD
Abhinav Shrivastava
- Video understanding
- GBImperial
Maja Pantic
- Recognition, detection & segmentation
- GBEdinburgh
Hakan Bilen
- Generative & foundation models
- USUT Austin
Chen Yu
- Video understanding
- CNTsinghua
Xiangyang Ji
- Computational imaging & photography
Your notes
Save this lab to keep notes.
Data
Some numbers could not be verified:
- This site is shared with other labs, so counts may overlap.
- Collected
- Verified
- Papers
- The lab homepage and DBLP
- Members
- Lab homepage
- Alumni
- Lab homepage
This lab shares a website with other labs. Member and alumni counts may include them.
Tiers are venue classifications, not lab rankings.
SJTUcloses