SFU at TRECVid 2009: Event Detection. - Weilong Yang; Tian Lan 006; Greg Mori (TRECVID, 2009)

Retrieving Actions in Group Contexts. - Tian Lan 006; Yang Wang 003; Greg Mori; Stephen N. Robinovitch (ECCV Workshops (1), 2010)

Beyond Actions: Discriminative Models for Contextual Group Activities. - Tian Lan 006; Yang Wang 003; Weilong Yang; Greg Mori (NIPS, 2010)

Discriminative figure-centric models for joint action localization and recognition. - Tian Lan 006; Yang Wang 003; Greg Mori (ICCV, 2011)

Social roles in hierarchical models for human activity recognition. - Tian Lan 006; Leonid Sigal; Greg Mori (CVPR, 2012)

Image Retrieval with Structured Object Queries Using Latent Ranking SVM. - Tian Lan 006; Weilong Yang; Yang Wang 003; Greg Mori (ECCV (6), 2012)

Similarity Constrained Latent Support Vector Machine: An Application to Weakly Supervised Action Classification. - Nataliya Shapovalova; Arash Vahdat; Kevin J. Cannons; Tian Lan 006; Greg Mori (ECCV (7), 2012)

Discriminative Latent Models for Recognizing Contextual Group Activities. - Tian Lan 006; Yang Wang 003; Weilong Yang; Stephen N. Robinovitch; Greg Mori (IEEE Trans. Pattern Anal. Mach. Intell., 2012)

A Max-Margin Riffled Independence Model for Image Tag Ranking. - Tian Lan 006; Greg Mori (CVPR, 2013)

Learning Class-to-Image Distance with Object Matchings. - Guang-Tong Zhou; Tian Lan 006; Weilong Yang; Greg Mori (CVPR, 2013)

From Subcategories to Visual Composites: A Multi-level Framework for Object Detection. - Tian Lan 006; Michalis Raptis; Leonid Sigal; Greg Mori (ICCV, 2013)

Latent Spatio-temporal Models for Action Localization and Recognition in Nursing Home Surveillance Video. - Yuke Zhu; Tian Lan 006; Yijian Yang; Steve Robinovitch; Greg Mori (MVA, 2013)

Latent Maximum Margin Clustering. - Guang-Tong Zhou; Tian Lan 006; Arash Vahdat; Greg Mori (NIPS, 2013)

Optimizing Nondecomposable Loss Functions in Structured Prediction. - Mani Ranjbar; Tian Lan 006; Yang Wang 003; Stephen N. Robinovitch; Ze-Nian Li; Greg Mori (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

Learning Action Primitives for Multi-level Video Event Understanding. - Tian Lan 006; Lei Chen 023; Zhiwei Deng; Guang-Tong Zhou; Greg Mori (ECCV Workshops (3), 2014)

A Hierarchical Representation for Future Action Prediction. - Tian Lan 006; Tsung-Chuan Chen; Silvio Savarese (ECCV (3), 2014)

Action Recognition by Hierarchical Mid-Level Action Elements. - Tian Lan 006; Yuke Zhu; Amir Roshan Zamir; Silvio Savarese (ICCV, 2015)

Merlion: A Machine Learning Library for Time Series. - Aadyot Bhatnagar; Paul Kassianik; Chenghao Liu; Tian Lan 006; Wenzhuo Yang; Rowan Cassius; Doyen Sahoo; Devansh Arpit; Sri Subramanian; Gerald Woo; Amrita Saha; Arun Kumar Jagota; et al. (CoRR, 2021)

WarpDrive: Fast End-to-End Deep Multi-Agent Reinforcement Learning on a GPU. - Tian Lan 006; Sunil Srinivasa; Huan Wang 016; Stephan Zheng (J. Mach. Learn. Res., 2022)

Merlion: End-to-End Machine Learning for Time Series. - Aadyot Bhatnagar; Paul Kassianik; Chenghao Liu; Tian Lan 006; Wenzhuo Yang; Rowan Cassius; Doyen Sahoo; Devansh Arpit; Sri Subramanian; Gerald Woo; Amrita Saha; Arun Kumar Jagota; et al. (J. Mach. Learn. Res., 2023)

Text2Data: Low-Resource Data Generation with Textual Control. - Shiyu Wang; Yihao Feng; Tian Lan 006; Ning Yu 006; Yu Bai 017; Ran Xu 001; Huan Wang 014; Caiming Xiong; Silvio Savarese (CoRR, 2024)

AgentOhana: Design Unified Data and Training Pipeline for Effective Agent Learning. - Jianguo Zhang 005; Tian Lan 006; Rithesh Murthy; Zhiwei Liu 001; Weiran Yao; Juntao Tan; Thai Hoang; Liangwei Yang; Yihao Feng; Zuxin Liu; Tulika Manoj Awalgaonkar; Juan Carlos Niebles; et al. (CoRR, 2024)

AgentLite: A Lightweight Library for Building and Advancing Task-Oriented LLM Agent System. - Zhiwei Liu 001; Weiran Yao; Jianguo Zhang 005; Liangwei Yang; Zuxin Liu; Juntao Tan; Prafulla Kumar Choubey; Tian Lan 006; Jason Wu; Huan Wang 014; Shelby Heinecke; Caiming Xiong; et al. (CoRR, 2024)

APIGen: Automated Pipeline for Generating Verifiable and Diverse Function-Calling Datasets. - Zuxin Liu; Thai Hoang; Jianguo Zhang 005; Ming Zhu; Tian Lan 006; Shirley Kokane; Juntao Tan; Weiran Yao; Zhiwei Liu 001; Yihao Feng; Rithesh Murthy; Liangwei Yang; et al. (CoRR, 2024)

Enabling High Data Throughput Reinforcement Learning on GPUs: A Domain Agnostic Framework for Data-Driven Scientific Research. - Tian Lan 006; Huan Wang 016; Caiming Xiong; Silvio Savarese (CoRR, 2024)

Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents. - Kexun Zhang; Weiran Yao; Zuxin Liu; Yihao Feng; Zhiwei Liu 001; Rithesh Murthy; Tian Lan 006; Lei Li 005; Renze Lou; Jiacheng Xu 001; Bo Pang 004; Yingbo Zhou; et al. (CoRR, 2024)

xLAM: A Family of Large Action Models to Empower AI Agent Systems. - Jianguo Zhang 005; Tian Lan 006; Ming Zhu; Zuxin Liu; Thai Hoang; Shirley Kokane; Weiran Yao; Juntao Tan; Akshara Prabhakar; Haolin Chen; Zhiwei Liu 001; Yihao Feng; et al. (CoRR, 2024)

PRACT: Optimizing Principled Reasoning and Acting of LLM Agent. - Zhiwei Liu 001; Weiran Yao; Jianguo Zhang 005; Rithesh Murthy; Liangwei Yang; Zuxin Liu; Tian Lan 006; Ming Zhu; Juntao Tan; Shirley Kokane; Thai Hoang; Juan Carlos Niebles; et al. (CoRR, 2024)

Text2Data: Low-Resource Data Generation with Textual Control. - Shiyu Wang; Yihao Feng; Tian Lan 006; Ning Yu 006; Yu Bai 017; Ran Xu 001; Huan Wang 016; Caiming Xiong; Silvio Savarese (AAAI, 2025)

Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents. - Kexun Zhang; Weiran Yao; Zuxin Liu; Yihao Feng; Zhiwei Liu 001; Rithesh R. N.; Tian Lan 006; Lei Li 005; Renze Lou; Jiacheng Xu 001; Bo Pang 004; Yingbo Zhou; et al. (ICLR, 2025)

xLAM: A Family of Large Action Models to Empower AI Agent Systems. - Jianguo Zhang; Tian Lan 006; Ming Zhu; Zuxin Liu; Thai Hoang; Shirley Kokane; Weiran Yao; Juntao Tan; Akshara Prabhakar; Haolin Chen; Zhiwei Liu 001; Yihao Feng; et al. (NAACL (Long Papers), 2025)

LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback. - Thai Hoang; Kung-Hsiang Huang; Shirley Kokane; Jianguo Zhang 005; Zuxin Liu; Ming Zhu; Jake Grigsby; Tian Lan 006; Michael S. Ryoo; Chien-Sheng Wu; Shelby Heinecke; Huan Wang 014; et al. (CoRR, 2025)