ETS: Efficient Tree Search for Inference-Time Scaling. - Hooper, Coleman; Kim, Sehoon; Moon, Suhong; Dilmen, Kerem; Maheswaran, Monishwaran; Lee, Nicholas; Mahoney, Michael W.; Shao, Yakun Sophia; Keutzer, Kurt; Gholami, Amir (CoRR, 2025)

Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks. - Erdogan, Lutfi Eren; Lee, Nicholas; Kim, Sehoon; Moon, Suhong; Furuta, Hiroki; Anumanchipalli, Gopala; Keutzer, Kurt; Gholami, Amir (CoRR, 2025)

LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement. - Lee, Nicholas; Wattanawong, Thanakul; Kim, Sehoon; Mangalam, Karttikeya; Shen, Sheng; Anumanchipalli, Gopala; Mahoney, Michael W.; Keutzer, Kurt; Gholami, Amir (2024)

An LLM Compiler for Parallel Function Calling. - Kim, Sehoon; Moon, Suhong; Tabrizi, Ryan; Lee, Nicholas; Mahoney, Michael W.; Keutzer, Kurt; Gholami, Amir (2024)

SLoRA: Scalable Serving of Thousands of LoRA Adapters. - Sheng, Ying; Cao, Shiyi; Li, Dacheng; Hooper, Coleman; Lee, Nicholas; Yang, Shuo; Chou, Christopher; Zhu, Banghua; Zheng, Lianmin; Keutzer, Kurt; Gonzalez, Joseph; Stoica, Ion (2024)

LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement. - Lee, Nicholas; Wattanawong, Thanakul; Kim, Sehoon; Mangalam, Karttikeya; Shen, Sheng; Anumanchipalli, Gopala; Mahoney, Michael W.; Keutzer, Kurt; Gholami, Amir (CoRR, 2024)

TinyAgent: Function Calling at the Edge. - Erdogan, Lutfi Eren; Lee, Nicholas; Jha, Siddharth; Kim, Sehoon; Tabrizi, Ryan; Moon, Suhong; Hooper, Coleman; Anumanchipalli, Gopala; Keutzer, Kurt; Gholami, Amir (CoRR, 2024)

Sylber: Syllabic Embedding Representation of Speech from Raw Audio. - Cho, Cheol Jun; Lee, Nicholas; Gupta, Akshat; Agarwal, Dhruv; Chen, Ethan; Black, Alan W.; Anumanchipalli, Gopala Krishna (CoRR, 2024)

S-LoRA: Serving Thousands of Concurrent LoRA Adapters. - Sheng, Ying; Cao, Shiyi; Li, Dacheng; Hooper, Coleman; Lee, Nicholas; Yang, Shuo; Chou, Christopher; Zhu, Banghua; Zheng, Lianmin; Keutzer, Kurt; Gonzalez, Joseph E.; Stoica, Ion (CoRR, 2023)

ezBIDS: Guided standardization of neuroimaging data interoperable with major data archives and platforms. - Levitas, Daniel; Hayashi, Soichi; Vinci-Booher, Sophia; Heinsfeld, Anibal Sólon; Bhatia, Dheeraj; Lee, Nicholas; Galassi, Anthony; Niso, Guiomar; Pestilli, Franco (CoRR, 2023)

An LLM Compiler for Parallel Function Calling. - Kim, Sehoon; Moon, Suhong; Tabrizi, Ryan; Lee, Nicholas; Mahoney, Michael W.; Keutzer, Kurt; Gholami, Amir (CoRR, 2023)

Benchmarking full version of GureKDDCup, UNSW-NB15, and CIDDS-001 NIDS datasets using rolling-origin resampling. - Chew, Yee Jian; Lee, Nicholas; Ooi, Shih Yin; Wong, Kok-Seng; Pang, Ying-Han (Inf. Secur. J. A Glob. Perspect., 2022)

Real-Time Motion Tracking System and Data Analytics for Live Insects Using Three-Wheeled Servosphere System. - Lee, Nicholas; Kim, Dal Hyung (2022)

Integer-Only Zero-Shot Quantization for Efficient Speech Recognition. - Kim, Sehoon; Gholami, Amir; Yao, Zhewei; Lee, Nicholas; Wang, Patrick; Nrusimha, Aniruddha; Zhai, Bohan; Gao, Tianren; Mahoney, Michael W.; Keutzer, Kurt (2022)

Squeezeformer: An Efficient Transformer for Automatic Speech Recognition. - Kim, Sehoon; Gholami, Amir; Shaw, Albert E.; Lee, Nicholas; Mangalam, Karttikeya; Malik, Jitendra; Mahoney, Michael W.; Keutzer, Kurt (2022)

Squeezeformer: An Efficient Transformer for Automatic Speech Recognition. - Kim, Sehoon; Gholami, Amir; Shaw, Albert E.; Lee, Nicholas; Mangalam, Karttikeya; Malik, Jitendra; Mahoney, Michael W.; Keutzer, Kurt (CoRR, 2022)

Study of long short-term memory in flow-based network intrusion detection system. - Lee, Nicholas; Ooi, Shih Yin; Pang, Ying-Han; Hwang, Seong Oun; Tan, Syh-Yuan (J. Intell. Fuzzy Syst., 2018)

Signal noise perturbation on automotive mixed-mode semiconductor device generated by graded substrate defect. - Weber, Yann; Buffo, Linda; Vanhuffel, Béatrice; Lee, Nicholas; Stirlen, Neal; Chen, Jeff; Wang, Xiang-Dong (Microelectron. Reliab., 2014)

Reducing Classification Times for Email Spam Using Incremental Multiple Instance Classifiers. - Moh, Teng-Sheng; Lee, Nicholas (2011)