Tianmin Shu

Tianmin Shu

Massachusetts Institute of Technology

H-index: 18

North America-United States

About Tianmin Shu

Tianmin Shu, With an exceptional h-index of 18 and a recent h-index of 18 (since 2020), a distinguished researcher at Massachusetts Institute of Technology, specializes in the field of Artificial Intelligence, Cognitive Science.

His recent articles reflect a diverse array of research interests and contributions to the field:

Language models meet world models: Embodied experiences enhance language models

Mmtom-qa: Multimodal theory of mind question answering

COMBO: Compositional World Models for Embodied Multi-Agent Cooperation

Neural amortized inference for nested multi-agent reasoning

GOMA: Proactive Embodied Cooperative Communication via Goal-Oriented Mental Alignment

Diagnosis, feedback, adaptation: A human-in-the-loop framework for test-time policy adaptation

Zero-shot linear combinations of grounded social interactions with Linear Social MDPs

Nopa: Neurally-guided online probabilistic assistance for building socially intelligent home assistants

Tianmin Shu Information

University

Position

Postdoc

Citations(all)

1406

Citations(since 2020)

1258

Cited By

450

hIndex(all)

18

hIndex(since 2020)

18

i10Index(all)

22

i10Index(since 2020)

22

Email

University Profile Page

Massachusetts Institute of Technology

Google Scholar

View Google Scholar Profile

Tianmin Shu Skills & Research Interests

Artificial Intelligence

Cognitive Science

Top articles of Tianmin Shu

Title

Journal

Author(s)

Publication Date

Language models meet world models: Embodied experiences enhance language models

Advances in neural information processing systems

Jiannan Xiang

Tianhua Tao

Yi Gu

Tianmin Shu

Zirui Wang

...

2024/2/13

Mmtom-qa: Multimodal theory of mind question answering

arXiv preprint arXiv:2401.08743

Chuanyang Jin

Yutong Wu

Jing Cao

Jiannan Xiang

Yen-Ling Kuo

...

2024/1/16

COMBO: Compositional World Models for Embodied Multi-Agent Cooperation

arXiv preprint arXiv:2404.10775

Hongxin Zhang

Zeyuan Wang

Qiushi Lyu

Zheyuan Zhang

Sunli Chen

...

2024/4/16

Neural amortized inference for nested multi-agent reasoning

Proceedings of the AAAI Conference on Artificial Intelligence

Kunal Jha

Tuan Anh Le

Chuanyang Jin

Yen-Ling Kuo

Joshua B Tenenbaum

...

2024/3/25

GOMA: Proactive Embodied Cooperative Communication via Goal-Oriented Mental Alignment

arXiv preprint arXiv:2403.11075

Lance Ying

Kunal Jha

Shivam Aarya

Joshua B Tenenbaum

Antonio Torralba

...

2024/3/17

Diagnosis, feedback, adaptation: A human-in-the-loop framework for test-time policy adaptation

Andi Peng

Aviv Netanyahu

Mark K Ho

Tianmin Shu

Andreea Bobu

...

2023/7/3

Zero-shot linear combinations of grounded social interactions with Linear Social MDPs

Ravi Tejwani

Yen-Ling Kuo

Tianmin Shu

Bennett Stankovits

Dan Gutfreund

...

2023/2/7

Nopa: Neurally-guided online probabilistic assistance for building socially intelligent home assistants

Xavier Puig

Tianmin Shu

Joshua B Tenenbaum

Antonio Torralba

2023/5/29

Language models, agent models, and world models: The law for machine reasoning and planning

arXiv preprint arXiv:2312.05230

Zhiting Hu

Tianmin Shu

2023/12/8

The Cultural Psychology of Large Language Models: Is ChatGPT a Holistic or Analytic Thinker?

arXiv preprint arXiv:2308.14242

Chuanyang Jin

Songyang Zhang

Tianmin Shu

Zhihan Cui

2023/8/28

Building cooperative embodied agents modularly with large language models

arXiv preprint arXiv:2307.02485

Hongxin Zhang

Weihua Du

Jiaming Shan

Qinhong Zhou

Yilun Du

...

2023/7/5

Incorporating rich social interactions into mdps

Ravi Tejwani

Yen-Ling Kuo

Tianmin Shu

Bennett Stankovits

Dan Gutfreund

...

2022/5

Coordinating Policies Among Multiple Agents via an Intelligent Communication Channel

arXiv preprint arXiv:2205.10607

Dianbo Liu

Vedant Shah

Oussama Boussif

Cristian Meo

Anirudh Goyal

...

2022/5/21

Show me what you can do: Capability calibration on reachable workspace for human-robot collaboration

IEEE Robotics and Automation Letters

Xiaofeng Gao

Luyao Yuan

Tianmin Shu

Hongjing Lu

Song-Chun Zhu

2022/1/25

Social Attribution Guides Similarity Judgment of Abstract Scenes

Journal of Vision

Tianmin Shu

Annika Magaro

Marta Kryven

Tomer Ullman

Joshua Tenenbaum

2022/12/5

Social interactions as recursive mdps

Ravi Tejwani

Yen-Ling Kuo

Tianmin Shu

Boris Katz

Andrei Barbu

2021/12/30

Stateful active facilitator: Coordination and environmental heterogeneity in cooperative multi-agent reinforcement learning

ICLR 2023

Dianbo Liu

Vedant Shah

Oussama Boussif

Cristian Meo

Anirudh Goyal

...

2022/10/4

Discovering Generalizable Spatial Goal Representations via Graph-based Active Reward Learning

Aviv Netanyahu

Tianmin Shu

Joshua Tenenbaum

Pulkit Agrawal

2022/6/28

Rlprompt: Optimizing discrete text prompts with reinforcement learning

arXiv preprint arXiv:2205.12548

Mingkai Deng

Jianyu Wang

Cheng-Ping Hsieh

Yihan Wang

Han Guo

...

2022/5/25

Exploring biological motion perception in two-stream convolutional neural networks

Vision Research

Yujia Peng

Hannah Lee

Tianmin Shu

Hongjing Lu

2021/1/1

See List of Professors in Tianmin Shu University(Massachusetts Institute of Technology)

Co-Authors

H-index: 138
Antonio Torralba

Antonio Torralba

Massachusetts Institute of Technology

H-index: 137
Joshua B. Tenenbaum

Joshua B. Tenenbaum

Massachusetts Institute of Technology

H-index: 122
Elizabeth Spelke

Elizabeth Spelke

Harvard University

H-index: 95
song-chun zhu

song-chun zhu

University of California, Los Angeles

H-index: 82
Sanja Fidler

Sanja Fidler

University of Toronto

H-index: 59
Ying Nian Wu

Ying Nian Wu

University of California, Los Angeles

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