Yunke Wang
Scholar

Yunke Wang

Google Scholar ID: m4wbcOsAAAAJ
University of Sydney
generative modelroboticsimitation learningreinforcement learning
Citations & Impact
All-time
Citations
195
 
H-index
8
 
i10-index
6
 
Publications
19
 
Co-authors
4
list available
Resume (English only)
Academic Achievements
  • - Paper “Rethinking Visual Token Reduction in LVLMs under Cross-modal Misalignment” accepted by AAAI 2026
  • - Paper “VLA-Cache: Efficient Vision-Language-Action Manipulation via Adaptive Token Caching” accepted by NeurIPS 2025
  • - Paper “Color Correction Meets Cross-Spectral Refinement: A Distribution-Aware Diffusion for Underwater Image Restoration” accepted by TMM 2025
  • - Paper “FusionSAM: Visual Multi-Modal Learning with Segment Anything Model” accepted by KDD 2025
  • - Paper “Position: AI Scaling: From Up to Down and Out” accepted by ICML 2025
  • - Paper “On Positive-Unlabeled Classification from Corrupted Data in GANs” accepted by TPAMI 2025
  • - Project ‘Robust Gait Control and Automatic Navigation for Quadruped Robot’ won the first prize in China Graduate AI Innovation Competition (8/1174)
Research Experience
  • - Researcher, School of Computer Science, University of Sydney, Current Position
Education
  • - Postdoctoral Researcher, School of Computer Science, University of Sydney, Advisor: Prof. Chang Xu
  • - Ph.D. degree, School of Computer Science, Wuhan University, Graduated in June 2024, Advisors: Prof. Bo Du, Prof. Chang Xu
  • - Bachelor’s degree in computer science, Wuhan University, Graduated in June 2019
  • - Visiting research student, University of Sydney, 2022 to 2023
Background
  • - Deep Reinforcement Learning
  • - Reinforcement learning/imitation learning algorithms and their applications in robotics
  • - Closely following the latest developments in generative models and LLMs
Miscellany
  • - Personal Interests: Robotics, Generative Models, Vision-Language-Action Manipulation