Wenming Yang
Professor
Works on computer vision, deep learning, and multimodal large models.
Wenming Yang's lab at Tsinghua works on vision-language & multimodal, multimodal & grounded language and large language models. 42 papers since 2023, 17 at top venues, mostly ICLR and CVPR. Applications close .
At a glance
- papers, 2023–2026
- 11/ year
- at T1 venues
- 40%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom the lab homepage, 2023–2026
- 3 papers2026 · T1 3 · collecting
- 11 papers2025 · T1 1
- 10 papers2024 · T1 6
- 18 papers2023 · T1 7
T1 venuesOtherVenues: ICLR, CVPR, ICCV, AAAI, ACM MM
Research focuspaper titles that use each topic's words
- Large language models4 papers
- Vision-language & multimodal2 papers
- Multimodal & grounded language1 paper
- tsinghua0 papers
- tsinghua shenzhen0 papers
Paper list
From the lab homepage.
20263 papers
- ICLR (T1)Implicit Conditioning Diffusion Model for Time Series Anomaly Detection
- ICLR (T1)OmniCVR: A Benchmark for Omni-Composed Video Retrieval with Vision, Audio, and Text
- ICLR (T1)RAR: Reversing Visual Attention Re-Sinking for Unlocking Potential in Multimodal Large Language Models
202511 papers
- Pattern Recognition(PR). (Accepted).CLIP Prior-Guided 3D Open-Vocabulary Occupancy Prediction
- AAAI (Accepted).Decoupling Appearance Variations with 3D Consistent Features in Gaussian Splatting
- IEEE Trans. on Pattern Analysis and Machine Intelligence(IEEE TPAMI), 47(3):1578-1593 .DiffI2I: Efficient Diffusion Model for Image-to-Image Translation
- AAAI (Accepted).GaussianSR: High Fidelity 2D Gaussian Splatting for Arbitrary-Scale Image Super-Resolution
- Pattern Recognition(PR). (Accepted).MDSI: Pluggable Multi-Strategy Decoupling with Semantic Integration for RGB-D Gesture Recognition
- CVPR (Accepted).MonoDGP: Monocular 3D Object Detection with Decoupled-Query and Geometry-Error Priors
- AAAI (Accepted).Pose Magic: Efficient and Temporally Consistent Human Pose Estimation with a Hybrid Mamba-GCN Network
- ICRA : 8493-8499Semantic-Assisted Perception SLAM with 3D Gaussian Splatting
- AAAI (Accepted).SOVGaussian: Sparse-View 3D Gaussian Splatting for Open-Vocabulary Scene Understanding
- ICML (T1)Towards Human-Like Evaluation for Text-to-Video Generation via Multi-Step Reasoning
- IEEE Trans. on Circuits Systems & Video Technology(IEEE TCSVT), ( Accepted).VmambaIR: Visual State Space Model for Image Restoration
202410 papers
- CVPR (T1)Bilateral Event Mining and Complementary for Event Stream Super-Resolution
- AAAI (T1)Binding-Adaptive Diffusion Models for Structure-Based Drug Design
- IEEE Trans. on Circuits Systems & Video Technology(IEEE TCSVT). 34(12): 12977-12990 .DiffVein: A Unified Diffusion Network for Finger Vein Segmentation and Authentication
- ACM MMGeometry-Guided Diffusion Model with Masked Transformer for Robust Multi-View 3D Human Pose Estimation
- AAAI (T1)Improving Diffusion-Based Image Restoration with Error Contraction and Error Correction
- ICLR (T1)Protein-Ligand Interaction Prior for Binding-aware 3D Molecule Diffusion Models
- CVPR (T1)RTMO: Towards High-Performance One-Stage Real-Time Multi-Person Pose Estimation
- IEEE Trans. on Circuits Systems & Video Technology(IEEE TCSVT), Early Access.Touchless Finger Vein and Fingerprint Verification via Exploiting Attention-Based Cross-Domain Fusion
- CVPR (T1)VastGaussian: Vast 3D Gaussians for Large Scene Reconstruction
- Pattern Recognition(PR). 148: 110170 .VPCFormer: A transformer-based multi-view finger vein recognition model and a new benchmark
202318 papers
- IEEE Trans. on Multimedia(IEEE TMM), 25(1): 8554-8565 .A Spatial Attention-Guided CNN-Transformer Aggregation Network for Deep Face Image Super-Resolution
- ICLR (T1)Basic Binary Convolution Unit for Binarized Image Restoration Network
- IEEE Trans. on Multimedia(IEEE TMM), 25(6): 4742-4751 .Bi-RSTU: Bidirectional Recurrent Upsampling Network for Space-Time Video Super-Resolution
- IEEE Trans. on Multimedia(IEEE TMM), 25(11):7274-7286 .Blind JPEG Compression Artifacts Removal by Integrating Channel Regulation with Exit Strategy
- ICML (T1)Crafting Training Degradation Distribution for the Accuracy-Generalization Trade-off in Real-World Super-Resolution
- ICCV (T1)DiffIR: Efficient Diffusion Model for Image Restoration
- IEEE Trans. on Medical Imaging(IEEE TMI), 42(1): 304-316Dual Polarization Modality Fusion Network for Assisting Pathological Diagnosis
- ACM MMDynamic Low-Rank Instance Adaptation for Universal Neural Image Compression
- IEEE Trans. on Circuits Systems & Video Technol(IEEE TCSVT), 33(5): 2520-2532EIFNet: An Explicit and Implicit Feature Fusion Network for Finger Vein Verification
- IEEE Trans. on Multimedia(IEEE TMM), 25(1): 1282-1293 .Exploiting Temporal Contexts with Strided Transformer for 3D Human Pose Estimation
- ICLR (T1)Knowledge Distillation based Degradation Estimation for Blind Super-Resolution
- ICCV (T1)Local and Global Logit Adjustments for Long-Tailed Learning
Where alumni went
Alumni are not listed on the lab homepage.
Apply to TsinghuaFall 2027
Computer Science PhD (international applicants)
- Round
- Main
- Opens
- GRE
- See program page
- English
- Per school catalog
- Fee
- RMB 800
Not yet confirmed for this intake.
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