Suyu Ge

I completed my Ph.D. at the University of Illinois Urbana-Champaign, advised by Prof. Jiawei Han and Prof. Peng Hao. I am interested in building efficient LLM for long context. Before my Ph.D. study, I obtained a Bachelor's Degree in Electronic Engineering at Tsinghua University.

Email / Google Scholar / LinkedIn

Selected Publications

Selected papers. * denotes equal contribution / co-first author. See Google Scholar for the full list.

	Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs Suyu Ge, Yunan Zhang, Liyuan Liu, Minjia Zhang, Jiawei Han, Jianfeng Gao ICLR, 2024 Outstanding Paper Honorable Mention* Paper
	A Little Goes a Long Way: Efficient Long Context Training and Inference with Partial Contexts Suyu Ge, Xihui Lin, Yunan Zhang, Jiawei Han, Hao Peng arXiv preprint*, 2024 Paper
	S2-Attention: Hardware-Aware Context Sharding among Attention Heads Xihui Lin, Yunan Zhang, Suyu Ge, Liliang Ren, Barun Patra, Vishrav Chaudhary, Hao Peng, Xia Song arXiv preprint*, 2024 Paper
	MART: Improving LLM Safety with Multi-round Automatic Red-Teaming Suyu Ge, Chunting Zhou, Rui Hou, Madian Khabsa, Yi-Chia Wang, Qifan Wang, Jiawei Han, Yuning Mao NAACL, 2024 Paper

Experience

	Research Scientist, May 2025 - Oct 2025
	Research Intern, Jan 2024 - Dec 2024
	Research Intern, May 2023 - Dec 2023
	Research Intern, May 2022 - Aug 2022

Education

	University of Illinois Urbana-Champaign Ph.D. in Computer Science, 2021 - 2025
	Tsinghua University B.E. in Electronic Engineering, 2017 - 2021