Harold Soh

Harold Soh

National University of Singapore

H-index: 30

Asia-Singapore

About Harold Soh

Harold Soh, With an exceptional h-index of 30 and a recent h-index of 26 (since 2020), a distinguished researcher at National University of Singapore, specializes in the field of Human Robot Interaction, Machine Learning, Tactile Perception, Artificial Intelligence, Robotics.

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

Extract, Define, Canonicalize: An LLM-based Framework for Knowledge Graph Construction

Behavioral Refinement via Interpolant-based Policy Diffusion

Probable Object Location (POLo) Score Estimation for Efficient Object Goal Navigation

Large language models as zero-shot human models for human-robot interaction

Refining 6-DoF Grasps with Context-Specific Classifiers

Translating natural language to planning goals with large-language models

Latent Emission-Augmented Perspective-Taking (LEAPT) for Human-Robot Interaction

Neural Continuous-Discrete State Space Models for Irregularly-Sampled Time Series

Harold Soh Information

University

Position

Assistant Professor at

Citations(all)

2883

Citations(since 2020)

2132

Cited By

1274

hIndex(all)

30

hIndex(since 2020)

26

i10Index(all)

52

i10Index(since 2020)

41

Email

University Profile Page

National University of Singapore

Google Scholar

View Google Scholar Profile

Harold Soh Skills & Research Interests

Human Robot Interaction

Machine Learning

Tactile Perception

Artificial Intelligence

Robotics

Top articles of Harold Soh

Title

Journal

Author(s)

Publication Date

Extract, Define, Canonicalize: An LLM-based Framework for Knowledge Graph Construction

arXiv preprint arXiv:2404.03868

Bowen Zhang

Harold Soh

2024/4/5

Behavioral Refinement via Interpolant-based Policy Diffusion

arXiv preprint arXiv:2402.16075

Kaiqi Chen

Eugene Lim

Kelvin Lin

Yiyang Chen

Harold Soh

2024/2/25

Probable Object Location (POLo) Score Estimation for Efficient Object Goal Navigation

Jiaming Wang

Harold Soh

2024/5/13

Large language models as zero-shot human models for human-robot interaction

Bowen Zhang

Harold Soh

2023/3/6

Refining 6-DoF Grasps with Context-Specific Classifiers

Tasbolat Taunyazov

Heng Zhang

John Patrick Eala

Na Zhao

Harold Soh

2023/10/1

Translating natural language to planning goals with large-language models

arXiv preprint arXiv:2302.05128

Yaqi Xie

Chen Yu

Tongyao Zhu

Jinbin Bai

Ze Gong

...

2023/2/10

Latent Emission-Augmented Perspective-Taking (LEAPT) for Human-Robot Interaction

Kaiqi Chen

Jing Yu Lim

Kingsley Kuan

Harold Soh

2023/10/1

Neural Continuous-Discrete State Space Models for Irregularly-Sampled Time Series

Abdul Fatir Ansari

Alvin Heng

Andre Lim

Harold Soh

2023/1/26

The Best of Both Worlds in Network Population Games: Reaching Consensus and Convergence to Equilibrium

Shuyue Hu

Harold Soh

Georgios Piliouras

2023/11/2

GRaCE: Optimizing Grasps to Satisfy Ranked Criteria in Complex Scenarios

arXiv preprint arXiv:2309.08887

Tasbolat Taunyazov

Kelvin Lin

Harold Soh

2023/9/16

Safety-Constrained Policy Transfer with Successor Features

Zeyu Feng

Bowen Zhang

Jianxin Bi

Harold Soh

2023

Selective amnesia: A continual learning approach to forgetting in deep generative models

Advances in Neural Information Processing Systems

Alvin Heng

Harold Soh

2023/12

Towards Regulatable AI Systems: Technical Gaps and Policy Opportunities

arXiv preprint arXiv:2306.12609

Xudong Shen

Hannah Brown

Jiashu Tao

Martin Strobel

Yao Tong

...

2023/6/22

Small Object Navigation with Context Information

Proceedings of the AAAI Symposium Series

Jiaming Wang

Harold Soh

2023/10/3

Generative Modeling with Flow-Guided Density Ratio Learning

arXiv preprint arXiv:2303.03714

Alvin Heng

Abdul Fatir Ansari

Harold Soh

2023/3/7

MIRROR: Differentiable Deep Social Projection for Assistive Human-Robot Communication

Kaiqi Chen

Jeffrey Fong

Harold Soh

2022/3/6

Don't Throw Your Old Policies Away: Knowledge-based Policy Recycling Protects Against Adversarial Attacks

Yaqi Xie

Chen Yu

Harold Soh

2022/9/29

The Dynamics of Q-learning in Population Games: a Physics-Inspired Continuity Equation Model

arXiv preprint arXiv:2203.01500

Shuyue Hu

Chin-Wing Leung

Ho-fung Leung

Harold Soh

2022/3/3

ICRA 2022 Highlights

IEEE Robotics & Automation Magazine

Vijay Kumar

George J Pappas

Hadas Kress Gazit

Aisha Walcott-Bryant

Hanna Kurniawati

...

2022/9

ICRA 2022 Organizing Committee

Vijay Kumar

George J Pappas

Hadas Kress-Gazit

Aisha Walcott-Bryant

Hanna Kurniawati

...

2022

See List of Professors in Harold Soh University(National University of Singapore)

Co-Authors

H-index: 76
Siddhartha Srinivasa

Siddhartha Srinivasa

University of Washington

H-index: 66
Limsoon Wong 黄任祥

Limsoon Wong 黄任祥

National University of Singapore

H-index: 61
David Hsu

David Hsu

National University of Singapore

H-index: 45
Yiannis Demiris

Yiannis Demiris

Imperial College London

H-index: 43
Scott Sanner

Scott Sanner

University of Toronto

H-index: 29
Greg A. Jamieson

Greg A. Jamieson

University of Toronto

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