Real-Time Control of Electric Autonomous Mobility-on-Demand Systems via Graph Reinforcement Learning. - Aaryan Singhal; Daniele Gammelli; Justin Luke; Karthik Gopalakrishnan 002; Dominik Helmreich; Marco Pavone 001 (ECC, 2024)

Just read twice: closing the recall gap for recurrent language models. - Simran Arora; Aman Timalsina; Aaryan Singhal; Benjamin Spector; Sabri Eyuboglu; Xinyi Zhao; Ashish Rao; Atri Rudra; Christopher Ré (CoRR, 2024)

ThunderKittens: Simple, Fast, and Adorable AI Kernels. - Benjamin Spector; Simran Arora; Aaryan Singhal; Daniel Y. Fu; Christopher Ré (CoRR, 2024)

ThunderKittens: Simple, Fast, and Adorable Kernels. - Benjamin Frederick Spector; Simran Arora; Aaryan Singhal; Arjun Parthasarathy; Daniel Y. Fu; Christopher Ré (ICLR, 2025)

LoLCATs: On Low-Rank Linearizing of Large Language Models. - Michael Zhang; Simran Arora; Rahul Chalamala; Benjamin Frederick Spector; Alan Wu; Krithik Ramesh; Aaryan Singhal; Christopher Ré (ICLR, 2025)