Fei Xia

Fei Xia

Stanford University

H-index: 31

North America-United States

About Fei Xia

Fei Xia, With an exceptional h-index of 31 and a recent h-index of 31 (since 2020), a distinguished researcher at Stanford University, specializes in the field of Robotics, Foundation Models, General-Purpose Agents.

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

Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Learning to Learn Faster from Human Feedback with Language Model Predictive Control

PIVOT: Iterative Visual Prompting Elicits Actionable Knowledge for VLMs

CoNVOI: Context-aware Navigation using Vision Language Models in Outdoor and Indoor Environments

AutoRT: Embodied Foundation Models for Large Scale Orchestration of Robotic Agents

Generative expressive robot behaviors using large language models

SpatialVLM: Endowing Vision-Language Models with Spatial Reasoning Capabilities

PaLM-E: An Embodied Multimodal Language Model

Fei Xia Information

University

Position

PhD Candidate at

Citations(all)

8107

Citations(since 2020)

8048

Cited By

646

hIndex(all)

31

hIndex(since 2020)

31

i10Index(all)

37

i10Index(since 2020)

37

Email

University Profile Page

Stanford University

Google Scholar

View Google Scholar Profile

Fei Xia Skills & Research Interests

Robotics

Foundation Models

General-Purpose Agents

Top articles of Fei Xia

Title

Journal

Author(s)

Publication Date

Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

arXiv preprint arXiv:2403.05530

Machel Reid

Nikolay Savinov

Denis Teplyashin

Dmitry Lepikhin

Timothy Lillicrap

...

2024/3/8

Learning to Learn Faster from Human Feedback with Language Model Predictive Control

arXiv preprint arXiv:2402.11450

Jacky Liang

Fei Xia

Wenhao Yu

Andy Zeng

Montserrat Gonzalez Arenas

...

2024/2/18

PIVOT: Iterative Visual Prompting Elicits Actionable Knowledge for VLMs

arXiv preprint arXiv:2402.07872

Soroush Nasiriany

Fei Xia

Wenhao Yu

Ted Xiao

Jacky Liang

...

2024/2/12

CoNVOI: Context-aware Navigation using Vision Language Models in Outdoor and Indoor Environments

arXiv preprint arXiv:2403.15637

Adarsh Jagan Sathyamoorthy

Kasun Weerakoon

Mohamed Elnoor

Anuj Zore

Brian Ichter

...

2024/3/22

AutoRT: Embodied Foundation Models for Large Scale Orchestration of Robotic Agents

arXiv preprint arXiv:2401.12963

Michael Ahn

Debidatta Dwibedi

Chelsea Finn

Montse Gonzalez Arenas

Keerthana Gopalakrishnan

...

2024/1/23

Generative expressive robot behaviors using large language models

Karthik Mahadevan

Jonathan Chien

Noah Brown

Zhuo Xu

Carolina Parada

...

2024/3/11

SpatialVLM: Endowing Vision-Language Models with Spatial Reasoning Capabilities

arXiv preprint arXiv:2401.12168

Boyuan Chen

Zhuo Xu

Sean Kirmani

Brian Ichter

Danny Driess

...

2024/1/22

PaLM-E: An Embodied Multimodal Language Model

The International Conference on Machine Learning

Danny Driess

Fei Xia

Mehdi SM Sajjadi

Corey Lynch

Aakanksha Chowdhery

...

2023/3/6

A contextual bandit approach for learning to plan in environments with probabilistic goal configurations

Sohan Rudra

Saksham Goel

Anirban Santara

Claudio Gentile

Laurent Perron

...

2023/5/29

Large Language Models as General Pattern Machines

7th Annual Conference on Robot Learning

Suvir Mirchandani

Fei Xia

Pete Florence

Brian Ichter

Danny Driess

...

2023/7/10

Findthis: Language-driven object disambiguation in indoor environments

Arjun Majumdar

Fei Xia

Dhruv Batra

Leonidas Guibas

2023/8/30

Video Language Planning

arXiv preprint arXiv:2310.10625

Yilun Du

Mengjiao Yang

Pete Florence

Fei Xia

Ayzaan Wahid

...

2023/10/16

Toward General-Purpose Robots via Foundation Models: A Survey and Meta-Analysis

arXiv preprint arXiv:2312.08782

Yafei Hu

Quanting Xie

Vidhi Jain

Jonathan Francis

Jay Patrikar

...

2023/12/14

Behavior-1k: A benchmark for embodied ai with 1,000 everyday activities and realistic simulation

Chengshu Li

Ruohan Zhang

Josiah Wong

Cem Gokmen

Sanjana Srivastava

...

2023/3/6

Robotic table wiping via reinforcement learning and whole-body trajectory optimization

Thomas Lew

Sumeet Singh

Mario Prats

Jeffrey Bingham

Jonathan Weisz

...

2023/5/29

Robots That Ask For Help: Uncertainty Alignment for Large Language Model Planners

arXiv preprint arXiv:2307.01928

Allen Z Ren

Anushri Dixit

Alexandra Bodrova

Sumeet Singh

Stephen Tu

...

2023/7/4

Q-Transformer: Scalable Offline Reinforcement Learning via Autoregressive Q-Functions

Yevgen Chebotar

Karol Hausman

Fei Xia

Yao Lu

Alex Irpan

...

2023/8/30

Generating Robot Policy Code for High-Precision and Contact-Rich Manipulation Tasks

Kaylee Burns

Ajinkya Jain

Keegan Go

Fei Xia

Michael Stark

...

2023/10/13

Chain of Code: Reasoning with a Language Model-Augmented Code Emulator

arXiv preprint arXiv:2312.04474

Chengshu Li

Jacky Liang

Andy Zeng

Xinyun Chen

Karol Hausman

...

2023/12/7

Open-world object manipulation using pre-trained vision-language models

arXiv preprint arXiv:2303.00905

Austin Stone

Ted Xiao

Yao Lu

Keerthana Gopalakrishnan

Kuang-Huei Lee

...

2023/3/2

See List of Professors in Fei Xia University(Stanford University)

Co-Authors

H-index: 156
Sergey Levine

Sergey Levine

University of California, Berkeley

H-index: 148
Leonidas Guibas

Leonidas Guibas

Stanford University

H-index: 144
Li Fei-Fei

Li Fei-Fei

Stanford University

H-index: 128
Dieter Fox

Dieter Fox

University of Washington

H-index: 105
Silvio Savarese

Silvio Savarese

Stanford University

H-index: 92
David Tse

David Tse

Stanford University

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