Yizhou Wang
Professor
Researches computer vision, statistical modeling and computational cognition, including visual reasoning and multi-agent learning.
Yizhou Wang's lab at Peking works on reasoning & agents, learning theory & optimization and reasoning & neuro-symbolic AI. 63 papers since 2023, 5 at top venues, mostly IJCV and RA-L. Applications close .
At a glance
- papers, 2023–2026
- 16/ year
- at T1 venues
- 8%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom the lab homepage, 2023–2026
- 14 papers2026 · T1 2 · collecting
- 22 papers2025 · T1 1
- 13 papers2024 · T1 1
- 14 papers2023 · T1 1
T1 venuesOtherVenues: IJCV, RA-L, TPAMI, SIGGRAPH Asia
Research focuspaper titles that use each topic's words
- Learning theory & optimization18 papers
- Reasoning & agents4 papers
- Reasoning & neuro-symbolic AI3 papers
- visual reasoning0 papers
- multi-agent learning0 papers
Paper list
From the lab homepage.
202614 papers
- EngineeringA Mathematical Formulation of AGI in the (C, U, V) Framework
- RA-LActive Kinematic Modeling for Precise Manipulation of Unseen Articulated Objects
- IJCV (T1)AlphaChimp: Tracking and Behavior Recognition of Chimpanzees
- The International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), Paphos, May 25-29, .Beyond Self-Interest: Simulating Human-like Social Behavior via Modeling Social Value Orientation in Agent Motivation
- The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR), Denver, June - , .Clinically-Grounded Counterfactual Reasoning for Medical Video Diagnosis
- The Annual Meeting of the Association for Computational Linguistics (ACL), San Diego, California, July 2 - 7, .Communication-Efficient Desire Alignment for Proactive Embodied Human–Agent Interaction
- IJCV (T1)Efficient Action Counting with Dynamic Queries
- The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR), Denver, June - , .Electromagnetic Inverse Scattering from a Single Transmitter
- Robotics: Science and Systems (RSS), Sydney, Jul 13-17, .Emerging Extrinsic Dexterity in Cluttered Scenes via Dynamics-aware Policy Learning
- The Annual Meeting of the Association for Computational Linguistics (ACL), San Diego, California, July 2 - 7, .How do Role Models Shape Collective Morality? Exemplar-Driven Moral Learning in Multi-Agent Simulation
- Robotics: Science and Systems (RSS), Sydney, Jul 13-17, .LDA-1B: Scaling Latent Dynamics Action Model via Universal Embodied Data Ingestion
- The European Conference on Computer Vision (ECCV), Malmö, Sept. 8 - , .Less Data, Faster Convergence: Goal-Driven Data Optimization for Multimodal Instruction Tuning
202522 papers
- The International Conference on Artificial Intelligence and Statistics (AISTATS), Mai Khao, May 3 - 5, .A Differential Inclusion Approach for Learning Heterogeneous Sparsity in Neuroimaging Analysis
- The Thirteenth International Conference on Learning Representations (ICLR), Singapore, Apr. 24-28, .AdaManip: Adaptive Articulated Object Manipulation Environments and Policy Learning
- ACM Computing SurveysAI Alignment: A Comprehensive Survey
- The Thirteenth International Conference on Learning Representations (ICLR), Singapore, Apr. 24-28, .Aligning Human Motion Generation with Human Perceptions
- The Annual AAAI Conference on Artificial Intelligence (AAAI), Philadelphia, Feb. 25-Mar. 4, .Autoregressive Sequence Modeling for 3D Medical Image Representation
- Forty- International Conference on Machine Learning (ICML), Vancouver, July 13 - 19, .Bayesian Active Learning for Bivariate Causal Discovery
- Forty- International Conference on Machine Learning (ICML), Vancouver, July 13 - 19, .Behavior-agnostic Task Inference for Robust Offline In-context Reinforcement Learning
- International Conference on Computer Vision (ICCV), Honolulu, Oct 19- , .DyWA: Dynamics-adaptive World Action Model for Generalizable Non-prehensile Manipulation
- International Conference on Computer Vision (ICCV), Honolulu, Oct 19- , .Embodied Representation Alignment with Mirror Neurons
- The International Conference on Computational Linguistics (COLING), Abu Dhabi, January - , .Exploring Fine-Grained Human Motion Video Captioning
- The IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), Nashville, June - , .Free-form Generation Enhances Challenging Clothed Human Modeling
- The Thirty- Annual Conference on Neural Information Processing Systems (NeurIPS), San Diego, Dec. 2-7, .GeneMAN: Generalizable Single-Image 3D Human Reconstruction from Multi-Source Human Dat
202413 papers
- Twelfth International Conference on Learning Representations (ICLR), Vienna, May 7-11, .Bongard-OpenWorld: Few-Shot Reasoning for Free-form Visual Concepts in the Real World
- Forty- International Conference on Machine Learning (ICML), Vienna, Jul. 21-27, .Causal Discovery via Conditional Independence Testing with Proxy Variables
- NeurIPS WorkshopCLoG: Benchmarking Continual Learning of Image Generation Models, to Continual FoMo
- Forty- International Conference on Machine Learning (ICML), Vienna, Jul. 21-27, .Fast Peer Adaptation with Context-aware Exploration
- TPAMI (T1)Human Motion Generation: A Survey
- Forty- International Conference on Machine Learning (ICML), Vienna, Jul. 21-27, .Language Models Represent Beliefs of Self and Others
- IEEE International Conference on Robotics and Automation (ICRA), PACIFICO Yokohama, May 13-17, .Learning Semantic-Agnostic and Spatial-Aware Representation for Generalizable Visual-Audio Navigation
- European Conference on Computer Vision (ECCV), Milan, Sept. 29- Oct. 4, .Real-time Holistic Robot Pose Estimation with Unknown States
- The Thirty- Annual Conference on Neural Information Processing Systems (NeurIPS), Vancouver, Dec. 9-15, .Richelieu: Self-Evolving LLM-Based Agents for AI Diplomacy
- Twelfth International Conference on Learning Representations (ICLR), Vienna, May 7-11, .Safe RLHF: Safe Reinforcement Learning from Human Feedback
- Conference on Robot Learning (CoRL), Munich, Nov. 6-9, .ScissorBot: Learning Generalizable Scissor Skill for Paper Cutting via Simulation, Imitation, and Sim2Real
- The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, Jun. 17 - 21, .ScoreHypo: Probabilistic Human Mesh Estimation with Hypothesis Scoring
202314 papers
- The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Jun 18-22, .3D Human Mesh Estimation from Virtual Markers
- Thirty- Conference on Neural Information Processing Systems (NeurIPS), New Orleans, Dec. 10-16, .BeaverTails: A Human-Preference Dataset for LLM Harmlessness Alignment
- Thirty- Conference on Neural Information Processing Systems (NeurIPS), New Orleans, Dec. 10-16, .Causal Discovery from Subsampled Time Series with Proxy Variables
- Thirty- Conference on Neural Information Processing Systems (NeurIPS), New Orleans, Dec. 10-16, .ChimpACT: A Longitudinal Dataset for Understanding Chimpanzee Behaviors
- Science China - Life ScienceDecoding Six Basic Emotions from Brain Functional Connectivity Patterns
- Current BiologyDyadic visual perceptual learning on orientation discrimination
- SIGGRAPH Asia (T1)Efficient Human Motion Reconstruction from Monocular Videos with Physical Consistency Loss
- The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Jun 18-22, .GFPose: Learning Gradient Field for Multi-Hypothesis 3D Human Pose Estimation
- The Eleventh International Conference on Learning Representations (ICLR), Kigali Rwanda, May 1-5, .Learning Domain-Agnostic Representation for Disease Diagnosis
- International Conference on Computer Vision (ICCV), Paris, Oct. 2-6, .Learning Human Motion Representations: A Unified Perspective
- The Eleventh International Conference on Learning Representations (ICLR), Kigali Rwanda, May 1-5, .Proactive Multi-Camera Collaboration for 3D Human Pose Estimation
- Thirty-Seven AAAI Conference on Artificial Intelligence (AAAI), Washington DC, Feb. 7-14, .RSPT: Reconstruct Surroundings and Predict Trajectory for Generalizable Active Object Tracking
Where alumni went
Alumni are not listed on the lab homepage.
Apply to PekingFall 2027
Computer Science PhD (international applicants)
- Round
- Main
- Opens
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- GRE
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- English
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- Fee
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Not yet confirmed for this intake.
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