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Lott, Christopher
8 publications
ICLR
2025
How Efficient Is LLM-Generated Code? a Rigorous & High-Standard Benchmark
Ruizhong Qiu
,
Weiliang Will Zeng
,
James Ezick
,
Christopher Lott
,
Hanghang Tong
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
ICLRW
2024
Recursive Speculative Decoding: Accelerating LLM Inference via Sampling Without Replacement
Wonseok Jeon
,
Mukul Gagrani
,
Raghavv Goel
,
Junyoung Park
,
Mingu Lee
,
Christopher Lott
ICLR
2023
Composite Slice Transformer: An Efficient Transformer with Composition of Multi-Scale Multi-Range Attentions
Mingu Lee
,
Saurabh Pitre
,
Tianyu Jiang
,
Pierre-David Letourneau
,
Matthew J Morse
,
Kanghwan Jang
,
Joseph Soriaga
,
Parham Noorzad
,
Hsin-Pai Cheng
,
Christopher Lott
ICML
2023
Moccasin: Efficient Tensor Rematerialization for Neural Networks
Burak Bartan
,
Haoming Li
,
Harris Teague
,
Christopher Lott
,
Bistra Dilkina
ICLR
2023
Neural DAG Scheduling via One-Shot Priority Sampling
Wonseok Jeon
,
Mukul Gagrani
,
Burak Bartan
,
Weiliang Will Zeng
,
Harris Teague
,
Piero Zappi
,
Christopher Lott
NeurIPSW
2022
Neural DAG Scheduling via One-Shot Priority Sampling
Wonseok Jeon
,
Mukul Gagrani
,
Burak Bartan
,
Weiliang Will Zeng
,
Harris Teague
,
Piero Zappi
,
Christopher Lott
NeurIPS
2022
Neural Topological Ordering for Computation Graphs
Mukul Gagrani
,
Corrado Rainone
,
Yang Yang
,
Harris Teague
,
Wonseok Jeon
,
Roberto Bondesan
,
Herke van Hoof
,
Christopher Lott
,
Weiliang Zeng
,
Piero Zappi