Christopher Lott

Researcher, QualComm

Joined

May 2022

Names

Christopher Lott (Preferred)

Emails

****@qti.qualcomm.com (Confirmed)

Personal Links

Career & Education History

Researcher

QualComm (qualcomm.com)

2001 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Skip To The Good Part: Representation Structure & Inference-Time Layer Skipping in Diffusion vs Autoregressive LLM
Raghavv Goel, Risheek Garrepalli, Sudhanshu Agrawal, Christopher Lott, Fatih Porikli, Mingu Lee
- Sci4DL 2026
- Readers: Everyone
Skip To The Good Part: Representation Structure & Inference-Time Layer Skipping in Diffusion vs Autoregressive LLM
Raghavv Goel, Risheek Garrepalli, Sudhanshu Agrawal, Christopher Lott, Mingu Lee, Fatih Porikli
- ICLR 2026 DeLTa Workshop Poster
- Readers: Everyone
CAOTE: Optimizing KV Cache Memory Through Attention Output Error-based Token Eviction
Raghavv Goel, Junyoung Park, Mukul Gagrani, Dalton Jones, Matthew J Morse, Matthew Harper Langston, Christopher Lott, Mingu Lee
- ICLR 2026 Workshop MemAgents
- Readers: Everyone
Training-Free Multi-Token Prediction via Probing
Raghavv Goel, Mukul Gagrani, Christopher Lott, Mingu Lee
- Submitted to ICLR 2026
- Readers: Everyone
QuoKA: Query-Oriented KV Selection for Efficient LLM Prefill
Dalton Jones, Junyoung Park, Matthew J Morse, Mingu Lee, Matthew Harper Langston, Christopher Lott
- ICLR 2026 Poster
- Readers: Everyone
VOCABTRIM: Vocabulary Pruning for Efficient Speculative Decoding in LLMs
Raghavv Goel, Sudhanshu Agrawal, Mukul Gagrani, Junyoung Park, Yifan Zao, He Zhang, Tian Liu, Yiping Yang, Xin Yuan, Jiuyuan Lu, Christopher Lott, Mingu Lee
- ES-FoMo III
- Readers: Everyone
CAOTE: Efficient Caching through Attention Output based Token Eviction
Raghavv Goel, Junyoung Park, Mukul Gagrani, Dalton Jones, Matthew J Morse, Mingu Lee, Christopher Lott, Matthew Harper Langston
- Submitted to NeurIPS 2025
- Readers: Everyone
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
- NeurIPS 2025 poster
- Readers: Everyone
How efficient is LLM-generated code? A rigorous & high-standard benchmark
Ruizhong Qiu, Weiliang Will Zeng, James Ezick, Christopher Lott, Hanghang Tong
- ICLR 2025 Poster
- Readers: Everyone
Recursive Speculative Decoding: Accelerating LLM Inference via Sampling Without Replacement
Wonseok Jeon, Mukul Gagrani, Raghavv Goel, Junyoung Park, Mingu Lee, Christopher Lott
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone

View all 15 publications

Co-Authors

View all 37 co-authors