Han Zhao
Scholar

Han Zhao

Google Scholar ID: sowTlrsAAAAJ
Zhejiang University | Westlake University
Embodied intelligenceReinforcement learningMultimodal large language modelsControl theory
Citations & Impact
All-time
Citations
326
 
H-index
10
 
i10-index
10
 
Publications
20
 
Co-authors
12
list available
Resume (English only)
Academic Achievements
  • VLA^2: Empowering Vision-Language-Action Models with an Agentic Framework for Unseen Concept Manipulation
  • Spatial Forcing: Implicit Spatial Representation Alignment for Vision-language-action Model
  • Towards a Unified Understanding of Robot Manipulation: A Comprehensive Survey
  • OpenHelix: A Short Survey, Empirical Analysis, and Open-Source Dual-System VLA Model for Robotic Manipulation
  • CEED-VLA: Consistency Vision-Language-Action Model with Early-Exit Decoding
  • RationalVLA: A Rational Vision-Language-Action Model with Dual System
  • Unlock Reliable Skill Inference for Quadruped Adaptive Behavior by Skill Graph
  • VLA-Adapter: An Effective Paradigm for Tiny-Scale Vision-Language-Action Model
  • ReconVLA: Reconstructive Vision-Language-Action Model as Effective Robot Perceiver
  • SSR: Enhancing Depth Perception in Vision-Language Models via Rationale-Guided Spatial Reasoning
Research Experience
  • Conducting research at the Machine Intelligence Lab (MiLAB), focusing on foundation models and reinforcement learning algorithms for robotics.
Education
  • Bachelor's and Master's degrees in Control Science and Engineering from Beijing University of Posts and Telecommunications (BUPT) in 2020 and 2023, respectively. Currently, a third-year joint Ph.D. student in Computer Science and Technology at Zhejiang University and Westlake University, advised by Prof. Donglin Wang.
Background
  • Research interests include Embodied Artificial Intelligence, Foundation Models, Reinforcement Learning, and Robotics. Specifically, interested in developing efficient and effective foundation models for robotics and scalable reinforcement learning algorithms.