PersonaBench: Evaluating AI Models on Understanding Personal Information through Accessing (Synthetic) Private User Data - Juntao Tan; Liangwei Yang; Zuxin Liu; Zhiwei Liu; Rithesh Murthy; Tulika Manoj Awalgaonkar; Jianguo Zhang; Weiran Yao; Ming Zhu; Shirley Kokane; Silvio Savarese; Huan Wang; et al. (CoRR, 2025)

APIGen: Automated PIpeline for Generating Verifiable and Diverse Function-Calling Datasets - Zuxin Liu; Thai Hoang; Jianguo Zhang; Ming Zhu; Tian Lan; Shirley Kokane; Juntao Tan; Weiran Yao; Zhiwei Liu; Yihao Feng; Rithesh R. N.; Liangwei Yang; et al. (Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver, BC, Canada, December 10 - 15, 2024, 2024)

MobileAIBench: Benchmarking LLMs and LMMs for On-Device Use Cases - Rithesh Murthy; Liangwei Yang; Juntao Tan; Tulika Manoj Awalgaonkar; Yilun Zhou; Shelby Heinecke; Sachin Desai; Jason Wu; Ran Xu; Sarah Tan; Jianguo Zhang; Zhiwei Liu; et al. (CoRR, 2024)

APIGen: Automated Pipeline for Generating Verifiable and Diverse Function-Calling Datasets - Zuxin Liu; Thai Hoang; Jianguo Zhang; Ming Zhu; Tian Lan; Shirley Kokane; Juntao Tan; Weiran Yao; Zhiwei Liu; Yihao Feng; Rithesh Murthy; Liangwei Yang; et al. (CoRR, 2024)

Improving Knowledge Distillation in Transfer Learning with Layer-wise Learning Rates - Shirley Kokane; Mostofa Rafid Uddin; Min Xu (CoRR, 2024)

xLAM: A Family of Large Action Models to Empower AI Agent Systems - Jianguo Zhang; Tian Lan; Ming Zhu; Zuxin Liu; Thai Hoang; Shirley Kokane; Weiran Yao; Juntao Tan; Akshara Prabhakar; Haolin Chen; Zhiwei Liu; Yihao Feng; et al. (CoRR, 2024)

PRACT: Optimizing Principled Reasoning and Acting of LLM Agent - Zhiwei Liu; Weiran Yao; Jianguo Zhang; Rithesh Murthy; Liangwei Yang; Zuxin Liu; Tian Lan; Ming Zhu; Juntao Tan; Shirley Kokane; Thai Hoang; Juan Carlos Niebles; et al. (CoRR, 2024)

SpecTool: A Benchmark for Characterizing Errors in Tool-Use LLMs - Shirley Kokane; Ming Zhu; Tulika Awalgaonkar; Jianguo Zhang; Thai Hoang; Akshara Prabhakar; Zuxin Liu; Tian Lan; Liangwei Yang; Juntao Tan; Rithesh Murthy; Weiran Yao; et al. (CoRR, 2024)