Jinghan Ke

I am a CS Ph.D. student (25Fall) at UT Austin, co-advised by Prof. Qixing Huang and Prof. Atlas Wang.

Previously, I was a research assistant at UC Berkeley, working with Prof. Angjoo Kanazawa, Prof. Kurt Keutzer, and Prof. Masayoshi Tomizuka. Prior to that, I worked at NUS under Prof. Lin Shao. I received my bachelor's degree from the USTC.

Selected Publications | Google Scholar

Angles Don't Lie: Unlocking Training-Efficient RL Through the Model's Own Signals

Wang Qinsi, Jinghan Ke, Hancheng Ye, Yueqian Lin, Yuzhe Fu, Jianyi Zhang, Kurt Keutzer, Chenfeng Xu^✝, Yiran Chen^✝ (^✝ corresponding author.)

Neural Information Processing Systems (NeurIPS) 2025, Spotlight

Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives

Wang Qinsi, Jinghan Ke, Masayoshi Tomizuka, Yiran Chen, Kurt Keutzer, Chenfeng Xu^✝ (* equal contribution. Order is decided by coin flip. ^✝ corresponding author.)

International Conference on Learning Representations (ICLR) 2025

MathNAS: If Blocks Have a Role in Mathematical Architecture Design

Wang Qinsi, Jinghan Ke (* equal contribution)

Neural Information Processing Systems (NeurIPS) 2023

Animated

Diff-LfD: Contact-aware Model-based Learning from Visual Demonstration for Robotic Manipulation via Differentiable Physics-based Simulation and Rendering

Xinghao Zhu, Jinghan Ke, Zhixuan Xu, Zhixin Sun, Bizhe Bai, Jun Lv, ..., Cewu Lu, Masayoshi Tomizuka, Lin Shao

Conference on Robot Learning (CoRL) 2023, Oral

Video Editing | Youtube

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When I'm not doing research, I like to collect rare experiences and skills. For example, I once spent eight days cycling solo around Hainan Island—about 1,000 km— and I can perform Chinese sword dance (intro).

If I have more free time, being “on the road” is my default: I wander through the corners of different cities and watch how people live; there are always unexpected people and moments around the next turn.

In truth, I mostly remain ignorant. Reading as I traveled a few years ago, after visiting thirty or forty cities, I realized I still don't understand my own country. Likewise—even if one day I visit a hundred countries, I still wouldn't claim to understand this planet; and in some farther future, even if I visit a hundred Earth-like planets, I still wouldn't claim to understand the universe.