Tian Lan

According to our database, Tian Lan authored at least 32 papers between 2009 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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, Zuxin Liu, Ming Zhu, Jake Grigsby, Tian Lan, Michael S. Ryoo, Chien-Sheng Wu, Shelby Heinecke, Huan Wang, Silvio Savarese, Caiming Xiong, Juan Carlos Niebles

CoRR, June, 2025

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, Tulika Manoj Awalgaonkar, Rithesh R. N., Zeyuan Chen, Ran Xu, Juan Carlos Niebles, Shelby Heinecke, Huan Wang, Silvio Savarese, Caiming Xiong

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents.

Kexun Zhang, Weiran Yao, Zuxin Liu, Yihao Feng, Zhiwei Liu, Rithesh R. N., Tian Lan, Lei Li, Renze Lou, Jiacheng Xu, Bo Pang, Yingbo Zhou, Shelby Heinecke, Silvio Savarese, Huan Wang, Caiming Xiong

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Text2Data: Low-Resource Data Generation with Textual Control.

Shiyu Wang, Yihao Feng, Tian Lan, Ning Yu, Yu Bai, Ran Xu, Huan Wang, Caiming Xiong, Silvio Savarese

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

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, Shelby Heinecke, Huan Wang, Silvio Savarese, Caiming Xiong

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, Tulika Manoj Awalgaonkar, Rithesh Murthy, Eric Hu, Zeyuan Chen, Ran Xu, Juan Carlos Niebles, Shelby Heinecke, Huan Wang, Silvio Savarese, Caiming Xiong

CoRR, 2024

Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents.

Kexun Zhang, Weiran Yao, Zuxin Liu, Yihao Feng, Zhiwei Liu, Rithesh Murthy, Tian Lan, Lei Li, Renze Lou, Jiacheng Xu, Bo Pang, Yingbo Zhou, Shelby Heinecke, Silvio Savarese, Huan Wang, Caiming Xiong

CoRR, 2024

Enabling High Data Throughput Reinforcement Learning on GPUs: A Domain Agnostic Framework for Data-Driven Scientific Research.

Tian Lan, Huan Wang, Caiming Xiong, Silvio Savarese

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, Silvio Savarese, Juan Carlos Niebles, Huan Wang, Shelby Heinecke, Caiming Xiong

CoRR, 2024

AgentLite: A Lightweight Library for Building and Advancing Task-Oriented LLM Agent System.

Zhiwei Liu, Weiran Yao, Jianguo Zhang, Liangwei Yang, Zuxin Liu, Juntao Tan, Prafulla Kumar Choubey, Tian Lan, Jason Wu, Huan Wang, Shelby Heinecke, Caiming Xiong, Silvio Savarese

CoRR, 2024

AgentOhana: Design Unified Data and Training Pipeline for Effective Agent Learning.

Jianguo Zhang, Tian Lan, Rithesh Murthy, Zhiwei Liu, Weiran Yao, Juntao Tan, Thai Hoang, Liangwei Yang, Yihao Feng, Zuxin Liu, Tulika Manoj Awalgaonkar, Juan Carlos Niebles, Silvio Savarese, Shelby Heinecke, Huan Wang, Caiming Xiong

CoRR, 2024

Text2Data: Low-Resource Data Generation with Textual Control.

Shiyu Wang, Yihao Feng, Tian Lan, Ning Yu, Yu Bai, Ran Xu, Huan Wang, Caiming Xiong, Silvio Savarese

CoRR, 2024

2023

Merlion: End-to-End Machine Learning for Time Series.

Aadyot Bhatnagar, Paul Kassianik, Chenghao Liu, Tian Lan, Wenzhuo Yang, Rowan Cassius, Doyen Sahoo, Devansh Arpit, Sri Subramanian, Gerald Woo, Amrita Saha, Arun Kumar Jagota, Gokulakrishnan Gopalakrishnan, Manpreet Singh, K. C. Krithika, Sukumar Maddineni, Dae-ki Cho, Bo Zong, Yingbo Zhou, Caiming Xiong, Silvio Savarese, Steven C. H. Hoi, Huan Wang

J. Mach. Learn. Res., 2023

2022

WarpDrive: Fast End-to-End Deep Multi-Agent Reinforcement Learning on a GPU.

Tian Lan, Sunil Srinivasa, Huan Wang, Stephan Zheng

J. Mach. Learn. Res., 2022

2021

Merlion: A Machine Learning Library for Time Series.

Aadyot Bhatnagar, Paul Kassianik, Chenghao Liu, Tian Lan, Wenzhuo Yang, Rowan Cassius, Doyen Sahoo, Devansh Arpit, Sri Subramanian, Gerald Woo, Amrita Saha, Arun Kumar Jagota, Gokulakrishnan Gopalakrishnan, Manpreet Singh, K. C. Krithika, Sukumar Maddineni, Dae-ki Cho, Bo Zong, Yingbo Zhou, Caiming Xiong, Silvio Savarese, Steven C. H. Hoi, Huan Wang

CoRR, 2021

2015

Action Recognition by Hierarchical Mid-Level Action Elements.

Tian Lan, Yuke Zhu, Amir Roshan Zamir, Silvio Savarese

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014

A Hierarchical Representation for Future Action Prediction.

Tian Lan, Tsung-Chuan Chen, Silvio Savarese

Proceedings of the Computer Vision - ECCV 2014, 2014

Learning Action Primitives for Multi-level Video Event Understanding.

Tian Lan, Lei Chen, Zhiwei Deng, Guang-Tong Zhou, Greg Mori

Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

2013

Optimizing Nondecomposable Loss Functions in Structured Prediction.

Mani Ranjbar, Tian Lan, Yang Wang, Stephen N. Robinovitch, Ze-Nian Li, Greg Mori

IEEE Trans. Pattern Anal. Mach. Intell., 2013

Latent Maximum Margin Clustering.

Guang-Tong Zhou, Tian Lan, Arash Vahdat, Greg Mori

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Latent Spatio-temporal Models for Action Localization and Recognition in Nursing Home Surveillance Video.

Yuke Zhu, Tian Lan, Yijian Yang, Steve Robinovitch, Greg Mori

Proceedings of the 13. IAPR International Conference on Machine Vision Applications, 2013

From Subcategories to Visual Composites: A Multi-level Framework for Object Detection.

Tian Lan, Michalis Raptis, Leonid Sigal, Greg Mori

Proceedings of the IEEE International Conference on Computer Vision, 2013

Learning Class-to-Image Distance with Object Matchings.

Guang-Tong Zhou, Tian Lan, Weilong Yang, Greg Mori

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

A Max-Margin Riffled Independence Model for Image Tag Ranking.

Tian Lan, Greg Mori

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

Discriminative Latent Models for Recognizing Contextual Group Activities.

Tian Lan, Yang Wang, Weilong Yang, Stephen N. Robinovitch, Greg Mori

IEEE Trans. Pattern Anal. Mach. Intell., 2012

Similarity Constrained Latent Support Vector Machine: An Application to Weakly Supervised Action Classification.

Nataliya Shapovalova, Arash Vahdat, Kevin J. Cannons, Tian Lan, Greg Mori

Proceedings of the Computer Vision - ECCV 2012, 2012

Image Retrieval with Structured Object Queries Using Latent Ranking SVM.

Tian Lan, Weilong Yang, Yang Wang, Greg Mori

Proceedings of the Computer Vision - ECCV 2012, 2012

Social roles in hierarchical models for human activity recognition.

Tian Lan, Leonid Sigal, Greg Mori

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011

Discriminative figure-centric models for joint action localization and recognition.

Tian Lan, Yang Wang, Greg Mori

Proceedings of the IEEE International Conference on Computer Vision, 2011

2010

Beyond Actions: Discriminative Models for Contextual Group Activities.

Tian Lan, Yang Wang, Weilong Yang, Greg Mori

Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

Retrieving Actions in Group Contexts.

Tian Lan, Yang Wang, Greg Mori, Stephen N. Robinovitch

Proceedings of the Trends and Topics in Computer Vision, 2010

2009

SFU at TRECVid 2009: Event Detection.

Weilong Yang, Tian Lan, Greg Mori

Proceedings of the TRECVID 2009 workshop participants notebook papers, 2009