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

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

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

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

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

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

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

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