Hejia Zhang
Scholar

Hejia Zhang

Google Scholar ID: h_0iAx4AAAAJ
Skild AI
AIMachine LearningReinforcement LearningRoboticsAI/Robot Hardware Design
Citations & Impact
All-time
Citations
399
 
H-index
11
 
i10-index
11
 
Publications
17
 
Co-authors
12
list available
Resume (English only)
Academic Achievements
  • - Publications:
  • * "ManipBench: Benchmarking Vision-Language Models for Low-Level Robot Manipulation", CoRL 2025
  • * "Multi-Robot Geometric Task-and-Motion Planning for Collaborative Manipulation Tasks", AURO 2023
  • * "PATO: Policy Assisted TeleOperation for Scalable Robot Data Collection", RSS 2023
  • - Awards:
  • * $2000 grant from Lambda's research grant program
  • * $5000 grant from OpenAI Researcher Access Program
  • - Projects:
  • * Submitted to ICRA 2026: "Learning to Design and Control Hands with Human-Level Dexterity"
  • * Accepted at ISRR 2024: "GPT-Fabric: Folding and Smoothing Fabric by Leveraging Pre-Trained Foundation Models"
  • * Published in Journal of Industrial Safety: "A concept for integrating robotic systems in an underground roof support machine"
Research Experience
  • - Researcher at Skild AI, focusing on embodied intelligence
  • - Collaborated with Prof. Daniel Seita, Prof. Yue Wang, Prof. Joseph J. Lim, and Prof. Sven Koenig during Ph.D.
  • - Main research on long-horizon, complex manipulation tasks in unstructured human environments
Education
  • - Ph.D. in Computer Science, University of Southern California (USC), Advisor: Prof. Stefanos Nikolaidis
  • - Master's degree, University of Southern California (USC), Advisors: Prof. Gaurav Sukhatme and Prof. Stefan Schaal
  • - Bachelor's degree in Bioengineering, Zhejiang University (ZJU)
Background
  • - Research Interests: learning and search, computational design, large-scale system evaluation
  • - Field: Embodied intelligence
  • - Brief Introduction: Currently a researcher at Skild AI, a startup co-founded by Prof. Deepak Pathak and Prof. Abhinav Gupta from CMU, focusing on building a general-purpose robot brain.
Miscellany
  • - Personal Interest: Open to collaboration opportunities on enabling human-like dexterous robot manipulation