KAIROS: Stateful, Context-Aware Power-Efficient Agentic Inference Serving
Yichao Yuan, Mosharaf Chowdhury, and Nishil Talati
AI systems · Computer architecture
My research focuses on systems and computer architecture for LLMs and other GenAI workloads, as well as high-performance data processing.
I’m a Computer Science Ph.D. student at the University of Illinois Urbana-Champaign, advised by Prof. Nishil Talati . I also hold a B.S.E. in Electrical and Computer Engineering from Shanghai Jiao Tong University.
My work has appeared at systems and computer architecture venues including ASPLOS, ISCA, HPCA, MICRO, VLDB, and HPDC.
01 / About
At UIUC, I work on systems and computer architecture for LLMs and other GenAI workloads.
My previous research focused on GPU-accelerated systems for large-scale data analytics and hardware–software co-design.
I began my Ph.D. at the University of Michigan and transferred to UIUC with my advisor, Prof. Nishil Talati , in 2025. I also earned my M.S.E. in Electrical and Computer Engineering at Michigan.
02 / Publications
Yichao Yuan, Mosharaf Chowdhury, and Nishil Talati
Yichao Yuan, Ankita Nayak, Souvik Kundu, and Nishil Talati
Yichao Yuan, Lin Ma, and Nishil Talati
Yuchen Xia, Divyam Sharma, Yichao Yuan, Souvik Kundu, and Nishil Talati
Yichao Yuan, Advait Iyer, Lin Ma, and Nishil Talati
Yichao Yuan, Haojie Ye, Sanketh Vedula, Wynn Kaza, and Nishil Talati
03 / Education
Ph.D. Student in Computer Science
Champaign, IL · Expected May 2027Ph.D. Student in Computer Science and Engineering
Transferred to UIUC with advisor in August 2025 · Ann Arbor, MIM.S.E. in Electrical and Computer Engineering
Ann Arbor, MIB.S.E. in Electrical and Computer Engineering
UM–SJTU Joint Institute · Shanghai, China04 / Work Experience
Software Engineering Intern
San Jose, CASystem Architecture Intern
Austin, TX