Jones, Dalton

3 publications

ICLR 2026 QuoKA: Query-Oriented KV Selection for Efficient LLM Prefill Dalton Jones, Junyoung Park, Matthew J Morse, Mingu Lee, Matthew Harper Langston, Christopher Lott

NeurIPS 2025 KeyDiff: Key Similarity-Based KV Cache Eviction for Long-Context LLM Inference in Resource-Constrained Environments Junyoung Park, Dalton Jones, Matthew J Morse, Raghavv Goel, Mingu Lee, Christopher Lott

ICLR 2025 PADRe: A Unifying Polynomial Attention Drop-in Replacement for Efficient Vision Transformer Pierre-David Letourneau, Manish Kumar Singh, Hsin-Pai Cheng, Shizhong Han, Yunxiao Shi, Dalton Jones, Matthew Harper Langston, Hong Cai, Fatih Porikli