Nicholas Lee

29 papers A* 4Misc 1Journal 19Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Agentic Test-Time Scaling for WebAgents.
CoRR
Nicholas Lee, Lutfi Eren Erdogan, Chris Joseph John, Surya Krishnapillai, Michael W. Mahoney, Kurt Keutzer, Amir Gholami
2026 J jnl
Evolutionary Strategies lead to Catastrophic Forgetting in LLMs.
CoRR
Immanuel Abdi, Akshat Gupta, Micah Mok, Alexander Lu, Nicholas Lee, Gopala Anumanchipalli
2026 J jnl
Patient foundation model for risk stratification in low-risk overweight patients.
CoRR
Zachary N. Flamholz, Dillon Tracy, Ripple Khera, Jordan Wolinsky, Nicholas Lee, Nathaniel Tann, Xiao Yin Zhu, Harry Phillips, Jeffrey Sherman
2026 J jnl
StyleStream: Real-Time Zero-Shot Voice Style Conversion.
CoRR
Yisi Liu, Nicholas Lee, Gopala Anumanchipalli
2026 J jnl
Sylber 2.0: A Universal Syllable Embedding.
CoRR
Cheol Jun Cho, Nicholas Lee, Alan W. Black, Gopala Krishna Anumanchipalli
2025 J jnl
Arbitrage: Efficient Reasoning via Advantage-Aware Speculation.
CoRR
Monishwaran Maheswaran, Rishabh Tiwari, Yuezhou Hu, Kerem Dilmen, Coleman Hooper, Haocheng Xi, Nicholas Lee, Mehrdad Farajtabar, Michael W. Mahoney, Kurt Keutzer, Amir Gholami
2025 J jnl
ETS: Efficient Tree Search for Inference-Time Scaling.
CoRR
Coleman Hooper, Sehoon Kim, Suhong Moon, Kerem Dilmen, Monishwaran Maheswaran, Nicholas Lee, Michael W. Mahoney, Yakun Sophia Shao, Kurt Keutzer, Amir Gholami
2025 A* conf
Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks.
ICML
Lutfi Eren Erdogan, Nicholas Lee, Sehoon Kim, Suhong Moon, Hiroki Furuta, Gopala Anumanchipalli, Kurt Keutzer, Amir Gholami
2025 J jnl
Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks.
CoRR
Lutfi Eren Erdogan, Nicholas Lee, Sehoon Kim, Suhong Moon, Hiroki Furuta, Gopala Anumanchipalli, Kurt Keutzer, Amir Gholami
2025 J jnl
Scaling Spoken Language Models with Syllabic Speech Tokenization.
CoRR
Nicholas Lee, Cheol Jun Cho, Alan W. Black, Gopala Krishna Anumanchipalli
2025 A* conf
Sylber: Syllabic Embedding Representation of Speech from Raw Audio.
ICLR
Cheol Jun Cho, Nicholas Lee, Akshat Gupta, Dhruv Agarwal, Ethan Chen, Alan W. Black, Gopala Anumanchipalli
2024 A* conf
An LLM Compiler for Parallel Function Calling.
ICML
Sehoon Kim, Suhong Moon, Ryan Tabrizi, Nicholas Lee, Michael W. Mahoney, Kurt Keutzer, Amir Gholami
2024 — conf
LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement.
ACL (Findings)
Nicholas Lee, Thanakul Wattanawong, Sehoon Kim, Karttikeya Mangalam, Sheng Shen, Gopala Anumanchipalli, Michael W. Mahoney, Kurt Keutzer, Amir Gholami
2024 J jnl
LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement.
CoRR
Nicholas Lee, Thanakul Wattanawong, Sehoon Kim, Karttikeya Mangalam, Sheng Shen, Gopala Anumanchipalli, Michael W. Mahoney, Kurt Keutzer, Amir Gholami
2024 — conf
SLoRA: Scalable Serving of Thousands of LoRA Adapters.
MLSys
Ying Sheng, Shiyi Cao, Dacheng Li, Coleman Hooper, Nicholas Lee, Shuo Yang, Christopher Chou, Banghua Zhu, Lianmin Zheng, Kurt Keutzer, Joseph Gonzalez, Ion Stoica
2024 J jnl
Sylber: Syllabic Embedding Representation of Speech from Raw Audio.
CoRR
Cheol Jun Cho, Nicholas Lee, Akshat Gupta, Dhruv Agarwal, Ethan Chen, Alan W. Black, Gopala Krishna Anumanchipalli
2024 — conf
TinyAgent: Function Calling at the Edge.
EMNLP (System Demonstrations)
Lutfi Eren Erdogan, Nicholas Lee, Siddharth Jha, Sehoon Kim, Ryan Tabrizi, Suhong Moon, Coleman Richard Charles Hooper, Gopala Anumanchipalli, Kurt Keutzer, Amir Gholami
2024 J jnl
TinyAgent: Function Calling at the Edge.
CoRR
Lutfi Eren Erdogan, Nicholas Lee, Siddharth Jha, Sehoon Kim, Ryan Tabrizi, Suhong Moon, Coleman Hooper, Gopala Anumanchipalli, Kurt Keutzer, Amir Gholami
2023 J jnl
An LLM Compiler for Parallel Function Calling.
CoRR
Sehoon Kim, Suhong Moon, Ryan Tabrizi, Nicholas Lee, Michael W. Mahoney, Kurt Keutzer, Amir Gholami
2023 J jnl
S-LoRA: Serving Thousands of Concurrent LoRA Adapters.
CoRR
Ying Sheng, Shiyi Cao, Dacheng Li, Coleman Hooper, Nicholas Lee, Shuo Yang, Christopher Chou, Banghua Zhu, Lianmin Zheng, Kurt Keutzer, Joseph E. Gonzalez, Ion Stoica
2023 J jnl
ezBIDS: Guided standardization of neuroimaging data interoperable with major data archives and platforms.
CoRR
Daniel Levitas, Soichi Hayashi, Sophia Vinci-Booher, Anibal Sólon Heinsfeld, Dheeraj Bhatia, Nicholas Lee, Anthony Galassi, Guiomar Niso, Franco Pestilli
2022 J jnl
Benchmarking full version of GureKDDCup, UNSW-NB15, and CIDDS-001 NIDS datasets using rolling-origin resampling.
Inf. Secur. J. A Glob. Perspect.
Yee Jian Chew, Nicholas Lee, Shih Yin Ooi, Kok-Seng Wong, Ying-Han Pang
2022 Misc conf
Integer-Only Zero-Shot Quantization for Efficient Speech Recognition.
ICASSP
Sehoon Kim, Amir Gholami, Zhewei Yao, Nicholas Lee, Patrick Wang, Aniruddha Nrusimha, Bohan Zhai, Tianren Gao, Michael W. Mahoney, Kurt Keutzer
2022 — conf
Real-Time Motion Tracking System and Data Analytics for Live Insects Using Three-Wheeled Servosphere System.
CCWC
Nicholas Lee, Dal Hyung Kim
2022 A* conf
Squeezeformer: An Efficient Transformer for Automatic Speech Recognition.
NeurIPS
Sehoon Kim, Amir Gholami, Albert E. Shaw, Nicholas Lee, Karttikeya Mangalam, Jitendra Malik, Michael W. Mahoney, Kurt Keutzer
2022 J jnl
Squeezeformer: An Efficient Transformer for Automatic Speech Recognition.
CoRR
Sehoon Kim, Amir Gholami, Albert E. Shaw, Nicholas Lee, Karttikeya Mangalam, Jitendra Malik, Michael W. Mahoney, Kurt Keutzer
2018 J jnl
Study of long short-term memory in flow-based network intrusion detection system.
J. Intell. Fuzzy Syst.
Nicholas Lee, Shih Yin Ooi, Ying-Han Pang, Seong Oun Hwang, Syh-Yuan Tan
2014 J jnl
Signal noise perturbation on automotive mixed-mode semiconductor device generated by graded substrate defect.
Microelectron. Reliab.
Yann Weber, Linda Buffo, Béatrice Vanhuffel, Nicholas Lee, Neal Stirlen, Jeff Chen, Xiang-Dong Wang
2011 — conf
Reducing Classification Times for Email Spam Using Incremental Multiple Instance Classifiers.
ICISTM
Teng-Sheng Moh, Nicholas Lee