Wanli Ouyang
Professor
Works on computer vision, pattern recognition and AI for science.
Wanli Ouyang's lab at CUHK works on recognition, detection & segmentation. 214 papers since 2023, 162 at top venues, mostly NeurIPS and CVPR. Applications close .
At a glance
- papers, 2023–2026
- 56/ year
- at T1 venues
- 76%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom DBLP, 2023–2026
- 30 papers2026 · T1 22 · collecting
- 66 papers2025 · T1 57
- 68 papers2024 · T1 48
- 50 papers2023 · T1 35
T1 venuesOtherVenues: NeurIPS, CVPR, TPAMI, AAAI, ICLR
Research focuspaper titles that use each topic's words
- Recognition, detection & segmentation37 papers
- recognition13 papers
- pattern recognition0 papers
- information engineering0 papers
- pattern0 papers
Paper list
From DBLP.
202630 papers
- TPAMI (T1)$\beta $-DARTS++: Bi-Level Regularization for Proxy-Robust Differentiable Architecture Search (opens in a new tab)
- Pattern RecognitionA renaissance of explicit motion information mining from transformers for action recognition (opens in a new tab)
- ACL (T1)A Scalable Multi-LLM Collaboration System with Retrieval-based Selection and Exploration-Exploitation-Driven Enhancement (opens in a new tab)
- ICLR (T1)Agentic Jigsaw Interaction Learning for Enhancing Visual Perception and Reasoning in Vision-Language Models (opens in a new tab)
- AAAI (T1)ARCHE: A Novel Task to Evaluate LLMs on Latent Reasoning Chain Extraction (opens in a new tab)
- IJCV (T1)Attention Reallocation: Towards Zero-cost and Controllable Hallucination Mitigation of MLLMs (opens in a new tab)
- ICLR (T1)Cache-to-Cache: Direct Semantic Communication Between Large Language Models (opens in a new tab)
- IEEE Trans. Circuits Syst. Video Technol.Causal Clothes-Invariant Feature Learning for Cloth-Changing Person Re-ID (opens in a new tab)
- KDD (T1)Chem-R: Learning to Reason as a Chemist (opens in a new tab)
- ICLR (T1)CMPhysBench: A Benchmark for Evaluating Large Language Models in Condensed Matter Physics (opens in a new tab)
- ICLR (T1)CoMAS: Co-Evolving Multi-Agent Systems via Interaction Rewards (opens in a new tab)
- CVPR (T1)CompBench: Benchmarking Complex Instruction-guided Image Editing (opens in a new tab)
202566 papers
- IJCV (T1)$\hbox {I}^2$MD: 3D Action Representation Learning with Inter- and Intra-Modal Mutual Distillation (opens in a new tab)
- ICLR (T1)A CLIP-Powered Framework for Robust and Generalizable Data Selection (opens in a new tab)
- NeurIPS (T1)Actial: Activate Spatial Reasoning Ability of Multimodal Large Language Models (opens in a new tab)
- IEEE Trans. Neural Networks Learn. Syst.Auxiliary Tasks Enhanced Dual-Affinity Learning for Weakly Supervised Semantic Segmentation (opens in a new tab)
- Findings of EMNLPBiology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models (opens in a new tab)
- NeurIPS (T1)Breaking the Compression Ceiling: Data-Free Pipeline for Ultra-Efficient Delta Compression (opens in a new tab)
- TPAMI (T1)Cap4Video++: Enhancing Video Understanding With Auxiliary Captions (opens in a new tab)
- AAAI (T1)ChemVLM: Exploring the Power of Multimodal Large Language Models in Chemistry Area (opens in a new tab)
- ICCV (T1)CMT: A Cascade MAR with Topology Predictor for Multimodal Conditional CAD Generation (opens in a new tab)
- CVPR (T1)ComfyBench: Benchmarking LLM-based Agents in ComfyUI for Autonomously Designing Collaborative AI Systems (opens in a new tab)
- NeurIPS (T1)CPRet: A Dataset, Benchmark, and Model for Retrieval in Competitive Programming (opens in a new tab)
- CVPR (T1)Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning (opens in a new tab)
202468 papers
- TPAMI (T1)3D Object Detection From Images for Autonomous Driving: A Survey (opens in a new tab)
- ICME3D Point Cloud Pre-Training with Knowledge Distilled from 2D Images (opens in a new tab)
- AAAI (T1)A Perspective of Q-value Estimation on Offline-to-Online Reinforcement Learning (opens in a new tab)
- IJCV (T1)Accurate Fine-Grained Object Recognition with Structure-Driven Relation Graph Networks (opens in a new tab)
- Neural NetworksAdaptive pessimism via target Q-value for offline reinforcement learning (opens in a new tab)
- NeurIPS (T1)AFBench: A Large-scale Benchmark for Airfoil Design (opens in a new tab)
- ECCV (T1)Agent3D-Zero: An Agent for Zero-Shot 3D Understanding (opens in a new tab)
- IJCAI (T1)An Embarrassingly Simple Approach to Enhance Transformer Performance in Genomic Selection for Crop Breeding (opens in a new tab)
- NeurIPS (T1)BEACON: Benchmark for Comprehensive RNA Tasks and Language Models (opens in a new tab)
- Findings of ACLBeyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization (opens in a new tab)
- AAAI (T1)Boosting Residual Networks with Group Knowledge (opens in a new tab)
- ICML (T1)CasCast: Skillful High-resolution Precipitation Nowcasting via Cascaded Modelling (opens in a new tab)
202350 papers
- Neural Process. Lett.A Strip Dilated Convolutional Network for Semantic Segmentation (opens in a new tab)
- AAAI (T1)ACE: Cooperative Multi-Agent Q-learning with Bidirectional Action-Dependency (opens in a new tab)
- CASEAdaptive Hierarchical SpatioTemporal Network for Traffic Forecasting (opens in a new tab)
- Appl. Intell.Adversarial learning based intermediate feature refinement for semantic segmentation (opens in a new tab)
- IEEE Trans. Circuits Syst. Video Technol.Automatic Loss Function Search for Adversarial Unsupervised Domain Adaptation (opens in a new tab)
- Journal of Chemical Information and ModelingAutomatically Predicting Material Properties with Microscopic Images: Polymer Miscibility as an Example (opens in a new tab)
- ICLR (T1)Better Teacher Better Student: Dynamic Prior Knowledge for Knowledge Distillation (opens in a new tab)
- CVPR (T1)Bi-LRFusion: Bi-Directional LiDAR-Radar Fusion for 3D Dynamic Object Detection (opens in a new tab)
- CVPR (T1)Bidirectional Cross-Modal Knowledge Exploration for Video Recognition with Pre-trained Vision-Language Models (opens in a new tab)
- CVPR (T1)Cap4Video: What Can Auxiliary Captions Do for Text-Video Retrieval? (opens in a new tab)
- ICCV (T1)CLIP2Point: Transfer CLIP to Point Cloud Classification with Image-Depth Pre-Training (opens in a new tab)
- NeurIPS (T1)CluB: Cluster Meets BEV for LiDAR-Based 3D Object Detection (opens in a new tab)
Where alumni went
Alumni are not listed on the lab homepage.
Apply to CUHKFall 2027
Computer Science and Engineering MPhil/PhD
- Round
- HKPFS / main round
- Opens
- —
- GRE
- See program page
- English
- Interview in English
- Fee
- See program page
Not yet confirmed for this intake.
Similar labsnearest by research summary
- USMIT
Sara Beery
- Recognition, detection & segmentation
- CNPeking
Boxin Shi
- Computational imaging & photography
- GBImperial
Pier Luigi Dragotti
- Computational imaging & photography
- USMIT
Phillip Isola
- Vision-language & multimodal
- USNYU
Rob Fergus
- Recognition, detection & segmentation
- GBImperial
Amir Bar
- Generative & foundation models
Your notes
Save this lab to keep notes.
Data
Some numbers could not be verified:
- The member list could not be found on the lab site.
- The alumni list could not be found on the lab site.
- Collected
- Verified
- Papers
- DBLP
- Members
- Not collected
- Alumni
- Not collected
Tiers are venue classifications, not lab rankings.
CUHKcloses