Siqi Song
Logo Undergraduate Student, Tsinghua University

I am a senior undergraduate at Department of Electronic Engineering, Tsinghua University.
I am currently visiting UC Berkeley and Berkeley AI Research (BAIR), working with Haoran Geng and advised by Prof. Jitendra Malik and Prof. Pieter Abbeel. Previously, I had the privilege to work as an undergraduate research intern under the supervision of Prof. Yue Wang.

My interests focus on Robot Learning and Embodied Intelligence, with a focus on how robots can acquire and use world knowledge to act reliably in open-ended environments, and how this process can become a data flywheel for scalable robotic systems.

  • Leveraging Human World Knowledge for Scalable Robotic Perception: How to make use of multiple sources of data such as human demonstrations, foundation models, Internet data, and synthetic data? How to leverage these abundant, low-cost data into universal perceptual priors for scalable robotic systems?
  • Robotic Action and Interaction: How to understand the modality of action, thus unifying low-level control with high-level reasoning? How can we model the semantics, dependencies, and affordances of robotic actions to seek robust and generalizable robotic behavior?
  • Reinforcement Learning for Embodied Knowledge Acquisition: How can we scale RL to turn it into an engine for autonomous robotic data collection, forming a self-improving data flywheel that continually strengthens generalizability of robotic perception and control?

I am seeking a Ph.D. position starting from Fall 2026! Feel free to drop me an email if you are interested in my research or have any questions!


News
2026
CLiMRS is released in ArXiv!
Feb 10
2025
UH-1 is accepted at Humanoids 2025 as Oral Presentation! See you in Seoul!
Jul 23
Selected Publications (view all )
Universal Humanoid Robot Pose Learning from Internet Human Videos

Jiageng Mao*, Siheng Zhao*, Siqi Song*, Chuye Hong, Tianheng Shi, Junjie Ye, Mingtong Zhang, Haoran Geng, Jitendra Malik, Vitor Guizilini, Yue Wang (* equal contribution)

International Conference on Humanoid Robots (Humanoids) 2025 Oral Presentation

Universal Humanoid Robot Pose Learning from Internet Human Videos

Jiageng Mao*, Siheng Zhao*, Siqi Song*, Chuye Hong, Tianheng Shi, Junjie Ye, Mingtong Zhang, Haoran Geng, Jitendra Malik, Vitor Guizilini, Yue Wang (* equal contribution)

International Conference on Humanoid Robots (Humanoids) 2025 Oral Presentation

All publications
Education
  • Tsinghua University
    Tsinghua University
    B.S. in Electonic Engineering
    Sep. 2021 - Present
Honors & Awards
  • Chinese National Scholarship
    2024
  • Scholarship for Comprehensive Excellence, Tsinghua University
    2023
  • Scholarship for Comprehensive Excellence, Tsinghua University
    2022