Simon Stepputtis

Simon Stepputtis

Arizona State University

H-index: 9

North America-United States

About Simon Stepputtis

Simon Stepputtis, With an exceptional h-index of 9 and a recent h-index of 8 (since 2020), a distinguished researcher at Arizona State University, specializes in the field of Artificial Intelligence, Natural Language Processing, Human-Robot Interaction.

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

ShapeGrasp: Zero-Shot Task-Oriented Grasping with Large Language Models through Geometric Decomposition

HiKER-SGG: Hierarchical Knowledge Enhanced Robust Scene Graph Generation

InstructPart: Affordance-based Part Segmentation from Language Instruction

Characterizing out-of-distribution error via optimal transport

Sigma: Siamese mamba network for multi-modal semantic segmentation

Sample-Efficient Learning of Novel Visual Concepts

Understanding Your Agent: Leveraging Large Language Models for Behavior Explanation

Learning modular language-conditioned robot policies through attention

Simon Stepputtis Information

University

Position

___

Citations(all)

365

Citations(since 2020)

347

Cited By

81

hIndex(all)

9

hIndex(since 2020)

8

i10Index(all)

7

i10Index(since 2020)

7

Email

University Profile Page

Arizona State University

Google Scholar

View Google Scholar Profile

Simon Stepputtis Skills & Research Interests

Artificial Intelligence

Natural Language Processing

Human-Robot Interaction

Top articles of Simon Stepputtis

Title

Journal

Author(s)

Publication Date

ShapeGrasp: Zero-Shot Task-Oriented Grasping with Large Language Models through Geometric Decomposition

arXiv preprint arXiv:2403.18062

Samuel Li

Sarthak Bhagat

Joseph Campbell

Yaqi Xie

Woojun Kim

...

2024/3/26

HiKER-SGG: Hierarchical Knowledge Enhanced Robust Scene Graph Generation

arXiv preprint arXiv:2403.12033

Ce Zhang

Simon Stepputtis

Joseph Campbell

Katia Sycara

Yaqi Xie

2024/3/18

InstructPart: Affordance-based Part Segmentation from Language Instruction

Zifu Wan

Yaqi Xie

Ce Zhang

Zhiqiu Lin

Zihan Wang

...

2024/2/26

Characterizing out-of-distribution error via optimal transport

Yuzhe Lu

Yilong Qin

Runtian Zhai

Andrew Shen

Ketong Chen

...

2023/5/25

Sigma: Siamese mamba network for multi-modal semantic segmentation

arXiv preprint arXiv:2404.04256

Zifu Wan

Yuhao Wang

Silong Yong

Pingping Zhang

Simon Stepputtis

...

2024/4/5

Sample-Efficient Learning of Novel Visual Concepts

Conference on Lifelong Learning Agents (CoLLAs)

Sarthak Bhagat

Simon Stepputtis

Joseph Campbell

Katia Sycara

2023/6/15

Understanding Your Agent: Leveraging Large Language Models for Behavior Explanation

Xijia Zhang

Yue Guo

Simon Stepputtis

Katia P Sycara

Joseph Campbell

2023/10/13

Learning modular language-conditioned robot policies through attention

Autonomous Robots

Yifan Zhou

Shubham Sonawani

Mariano Phielipp

Heni Ben Amor

Simon Stepputtis

2023/12

Explainable action advising for multi-agent reinforcement learning

Yue Guo

Joseph Campbell

Simon Stepputtis

Ruiyu Li

Dana Hughes

...

2023/5/29

A Framework for Intervention Based Team Support in Time Critical Tasks

Dana Hughes

Huao Li

Max Chis

Ini Oguntola

Simon Stepputtis

...

2023/10/1

Benchmarking and Enhancing Disentanglement in Concept-Residual Models

arXiv preprint arXiv:2312.00192

Renos Zabounidis

Ini Oguntola

Konghao Zhao

Joseph Campbell

Simon Stepputtis

...

2023/11/30

Concept learning for interpretable multi-agent reinforcement learning

Renos Zabounidis*

Joseph Campbell*

Simon Stepputtis

Dana Hughes

Katia P Sycara

2022

Explaining agent behavior with large language models

IROS Workshop on Human Multi-Robot Interaction

Xijia Zhang

Yue Guo

Simon Stepputtis

Katia Sycara

Joseph Campbell

2023/9/19

Introspective action advising for interpretable transfer learning

Joseph Campbell

Yue Guo

Fiona Xie

Simon Stepputtis

Katia Sycara

2023/11/20

Knowledge-Guided Short-Context Action Anticipation in Human-Centric Videos

ICCV Workshop on AI for Creative Video Editing and Understanding

Sarthak Bhagat

Simon Stepputtis

Joseph Campbell

Katia Sycara

2023/9/12

Long-Horizon Dialogue Understanding for Role Identification in the Game of Avalon with Large Language Models

Conference on Empirical Methods in Natural Language Processing (EMNLP)

Simon Stepputtis

Joseph Campbell

Yaqi Xie

Zhengyang Qi

Wenxin Sharon Zhang

...

2023/11/9

Theory of mind as intrinsic motivation for multi-agent reinforcement learning

ICML Workshop on Theory of Mind in Communicating Agents

Ini Oguntola

Joseph Campbell

Simon Stepputtis

Katia Sycara

2023/7/3

Theory of mind for multi-agent collaboration via large language models

arXiv preprint arXiv:2310.10701

Huao Li

Yu Quan Chong

Simon Stepputtis

Joseph Campbell

Dana Hughes

...

2023/10/16

Robust Hierarchical Scene Graph Generation

Ce Zhang

Simon Stepputtis

Joseph Campbell

Katia Sycara

Yaqi Xie

2023/12/21

Modularity through attention: Efficient training and transfer of language-conditioned policies for robot manipulation

arXiv preprint arXiv:2212.04573

Yifan Zhou

Shubham Sonawani

Mariano Phielipp

Simon Stepputtis

Heni Ben Amor

2022/12/8

See List of Professors in Simon Stepputtis University(Arizona State University)

Co-Authors

H-index: 52
Chitta Baral

Chitta Baral

Arizona State University

H-index: 39
Stefan Lee

Stefan Lee

Oregon State University

H-index: 34
Yezhou (YZ) Yang

Yezhou (YZ) Yang

Arizona State University

H-index: 32
Heni Ben Amor

Heni Ben Amor

Arizona State University

H-index: 9
Joseph Campbell

Joseph Campbell

Arizona State University

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