Xiaohong Liu
Tenured Track Associate Professor
Works on computer vision and multimedia processing, including image and video generation and quality assessment.
Xiaohong Liu's lab at SJTU works on video understanding and image & video generation. 128 papers since 2023, 67 at top venues, mostly CVPR and ACM MM. Applications close .
At a glance
- papers, 2023–2026
- 33/ year
- at T1 venues
- 52%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom the lab homepage, 2023–2026
- 34 papers2026 · T1 27 · collecting
- 39 papers2025 · T1 22
- 38 papers2024 · T1 16
- 17 papers2023 · T1 2
T1 venuesOtherVenues: CVPR, ACM MM, ECCV, ICCV, NeurIPS
Research focuspaper titles that use each topic's words
- Image & video generation62 papers
- quality assessment37 papers
- Video understanding23 papers
- video generation2 papers
- multimedia processing0 papers
Paper list
From the lab homepage.
202634 papers
- AAAI (T1)114. [AAAI] Scaling-up Perceptual Video Quality Assessment
- AAAI (T1)115. [AAAI] HiFi-Mesh: High-Fidelity Efficient 3D Mesh Generation via Compact Autoregressive Dependence
- AAAI (T1)116. [AAAI] GeoX-Bench: Benchmarking Cross-View Geo-Localization and Pose Estimation Capabilities of Large Multimodal Models
- AAAI (T1)117. [AAAI] Audio-Assisted Face Video Restoration with Temporal and Identity Complementary Learning
- ICLR (T1)118. [ICLR] Image Quality Assessment for Embodied AI
- ICLR (T1)119. [ICLR] Realtime Video Frame Interpolation using One-Step Diffusion Sampling
- ICLR (T1)120. [ICLR] Grounding-IQA: Grounding Multimodal Language Model for Image Quality Assessment
- Science China Information Sciences121. [SCIS] Large multimodal models evaluation: a survey
- Information Processing and Management122. [IPM] MI3S: A multimodal large language model assisted quality assessment framework for AI-generated talking heads
- CVPR (T1)123. [CVPR] Evaluating and Easing Hallucinations for GUI Grounding
- CVPR (T1)124. [CVPR] SEELE: A Unified Acceleration Framework for Real-Time Gaussian Splatting on Mobile Devices
- CVPR (T1)125. [CVPR] Matching Every Pair to Track Every Point: PairFormer for All-Pairs Tracking and Video Trajectory Fields
202539 papers
- ICCV (T1)100. [ICCV] TR-PTS: Task-Relevant Parameter and Token Selection for Efficient Tuning
- ICCV (T1)101. [ICCV] Lumina-Image 2.0: A Unified and Efficient Image Generative Framework
- ICCV (T1)102. [ICCV] Learning to See in the Extremely Dark
- ICCV (T1)103. [ICCV] Information Density Principle for MLLM Benchmarks
- ICCV (T1)104. [ICCV] RoboFactory: Exploring Embodied Agent Collaboration with Compositional Constraints
- ACL (T1)105. [ACL] Redundancy Principles for MLLMs Benchmarks
- ACM MM106. [ACMMM] Towards a New Paradigm of Visual Signal Compression
- ACM MM107. [ACMMM] AU-IQA: A Benchmark Dataset for Perceptual Quality Assessment of AI-Enhanced User-Generated Content
- ACM MM108. [ACMMM] Omni2: Unifying Omnidirectional Image Generation and Editing in an OmniModel
- ACM MM109. [ACMMM] Evaluating Perceptual Color Preferences in Smartphone Photography: Dataset and Challenges
- ACM MM110. [ACMMM] VQA2: Visual Question Answering for Video Quality Assessment
- NeurIPS (T1)111. [Neurips] AnimateQR: Bridging Aesthetics and Functionality in Dynamic QR Code Generation
202438 papers
- CVPR (T1)37. [CVPR] Text2QR: Harmonizing Aesthetic Customization and Scanning Robustness for Text-Guided QR Code Generation
- CVPR (T1)38. [CVPR] Perception-Oriented Video Frame Interpolation via Asymmetric Blending
- TIP (T1)39. [IEEE TIP] Online video streaming super-resolution with adaptive look-up table fusion
- ISCAS40. [IEEE ISCAS] PAPS-OVQA: Projection-aware patch sampling for omnidirectional video quality assessment
- Displays41. [Displays] RAWIW: RAW Image Watermarking robust to ISP pipeline
- ICASSP (T1)42. [ICASSP] A Reduced-Reference Quality Assessment Metric for Textured Mesh Digital Humans
- ICASSP (T1)43. [ICASSP] A Parameterized Generative Adversarial Network Using Cyclic Projection for Explainable Medical Image Classifications
- ICASSP (T1)44. [ICASSP] AttentionLut: Attention Fusion-based Canonical Polyadic LUT for Real-time Image Enhancement
- CVPRW45. [CVPRW] ShadowRefiner: Towards Mask-free Shadow Removal via Fast Fourier Transformer
- CVPRW46. [CVPRW] DehazeDCT: Towards Effective Non-Homogeneous Dehazing via Deformable Convolutional Transformer
- CVPRW47. [CVPRW] Aigiqa-20k: A large database for ai-generated image quality assessment
- ICME Workshop48. [ICMEW] Q-Boost: On Visual Quality Assessment Ability of Low-level Multi-Modality Foundation Models
202317 papers
- Advanced Intelligent Systems20. [AIS] Is There a Difference between Paper and Electronic Chinese Signatures
- The International Forum of Digital Multimedia Communication21. [IFTC] Resolution-Agnostic Neural Compression for High-Fidelity Portrait Video Conferencing via Implicit Radiance Fields
- Displays22. [Displays] SOFNet: Optical-flow based large-scale slice augmentation of brain MRI
- Displays23. [Displays] LightR-YOLOv5: A compact rotating detector for SARS-CoV-2 antigen-detection rapid diagnostic test results
- The Visual Computer24. [TVC] TransMRSR: Transformer-based Self-Distilled Generative Prior for Brain MRI Super-Resolution
- The Visual Computer25. [TVC] PCTMF-Net: heart sound classification with parallel CNNs-transformer and second-order spectral analysis
- TCSVT26. [IEEE TCSVT] AGIQA-3K: An Open Database for AI-Generated Image Quality Assessment
- CVPR Workshop27. [CVPRW] VDPVE: VQA Dataset for Perceptual Video Enhancement
- ICME Workshop28. [ICMEW] A Perceptual Quality Assessment Exploration for AIGC Images
- ICME Workshop29. [ICMEW] Cheap-fake Detection with LLM using Prompt Engineering
- CAAI International Conference on Artificial Intelligence30. [CICAI] IvyGPT: InteractiVe Chinese pathwaY language model in medical domain
- CGI31. [CGI] FLAME-based Multi-view 3D Face Reconstruction
Where alumni went
Alumni are not listed on the lab homepage.
Apply to SJTUFall 2027
Computer Science PhD (international applicants)
- Round
- Self-funded
- Opens
- —
- GRE
- See program page
- English
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- Fee
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Not yet confirmed for this intake.
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