Elvis Hsieh

I am an incoming research scientist intern at Genesis AI. Previously, I obtained my Bachelor's in Computer Science and Applied Mathematics at UC Berkeley with honors.

I do research at the Berkeley Artificial Intelligence Research Lab, where I'm advised by Trevor Darrell, Koushil Sreenath, and Haozhi Qi. I am interested in developing robotic systems for generalizable dexterous manipulation and humanoid loco-manipulation through learning from the simulation and real-world.

During my undergrad, I had the previlege to work at the Center for Human-Compatible AI and VLLab @ NTU. I also spent time at WorldQuant researching US equities as an quantitative research intern.

Email  /  GitHub  /  Google Scholar  /  LinkedIn  /  Twitter

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Research
Learning Dexterous Manipulation Skills from Imperfect Simulations
Elvis Hsieh*, Wen-Han Hsieh*, Yen-Jen Wang*, Toru Lin, Jitendra Malik, Koushil Sreenath†, Haozhi Qi†
ICRA 2026
Website | Code | TLDR
MomaGraph: State-Aware Unified Scene Graphs with Vision-Language Model for Embodied Task Planning
Yuanchen Ju*, Yongyuan Liang*, Yen-Jen Wang*, Nandiraju Gireesh, Yuanliang Ju, Seungjae Lee, Qiao Gu, Elvis Hsieh, Furong Huang†, Koushil Sreenath†
ICLR 2026 (oral, top 1%)
Website | Code | TLDR
Do What? Teaching Vision-Language-Action Models to Reject the Impossible
Wen-Han Hsieh*, Elvis Hsieh*, Dantong Niu, Trevor Darrell, Roei Herzig, David M. Chan
EMNLP Findings 2025
Website
LLaMP: Large Language Model Made Powerful for High-fidelity Materials Knowledge Retrieval and Distillation
Yuan Chiang*, Elvis Hsieh*, Chia-Hong Chou, Janosh Riebesell
EMNLP Main 2025
Code
Reasoning and Tools for Human-Level Forecasting
Elvis Hsieh*, Preston Fu*, Jonathan Chen*
MATH-AI@NeurIPS 2024
A StrongREJECT for Empty Jailbreaks
Alexandra Souly*, Qingyuan Lu*, Dillon Bowen*, Tu Trinh†, Elvis Hsieh†, Sana Pandey, Pieter Abbeel, Justin Svegliato, Scott Emmons, Olivia Watkins, Sam Toyer
NeurIPS Datasets and Benchmarks 2024
Code | Documentation | OpenAI o1 eval
Misc

I play tennis, basketball, table tennis, and poker.


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