Wee Sun Lee

About Wee Sun Lee

Wee Sun Lee, With an exceptional h-index of 60 and a recent h-index of 40 (since 2020), a distinguished researcher at National University of Singapore, specializes in the field of Machine Learning, Planning Under Uncertainty, Approximate Inference.

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

Large language models as commonsense knowledge for large-scale task planning

Differentiable Tree Search in Latent State Space

Tell2Design: A Dataset for Language-Guided Floor Plan Generation

Differentiable parsing and visual grounding of natural language instructions for object placement

Lightweight Spatial Modeling for Combinatorial Information Extraction From Documents

Factor graph neural networks

Differentiable parsing and visual grounding of verbal instructions for object placement

Efficient offline policy optimization with a learned model

Wee Sun Lee Information

University

Position

Professor Department of Computer Science

Citations(all)

17836

Citations(since 2020)

7764

Cited By

13163

hIndex(all)

60

hIndex(since 2020)

40

i10Index(all)

113

i10Index(since 2020)

79

Email

University Profile Page

Google Scholar

Wee Sun Lee Skills & Research Interests

Machine Learning

Planning Under Uncertainty

Approximate Inference

Top articles of Wee Sun Lee

Large language models as commonsense knowledge for large-scale task planning

Advances in Neural Information Processing Systems

2024/2/13

Differentiable Tree Search in Latent State Space

arXiv preprint arXiv:2401.11660

2024/1/22

Dixant Mittal
Dixant Mittal

H-Index: 1

Wee Sun Lee
Wee Sun Lee

H-Index: 35

Tell2Design: A Dataset for Language-Guided Floor Plan Generation

arXiv preprint arXiv:2311.15941

2023/11/27

Differentiable parsing and visual grounding of natural language instructions for object placement

2023/5/29

Lightweight Spatial Modeling for Combinatorial Information Extraction From Documents

2023/5

Factor graph neural networks

Journal of Machine Learning Research

2023

Fan Wu
Fan Wu

H-Index: 7

Wee Sun Lee
Wee Sun Lee

H-Index: 35

Differentiable parsing and visual grounding of verbal instructions for object placement

2022/11/15

Efficient offline policy optimization with a learned model

arXiv preprint arXiv:2210.05980

2022/10/12

Siyi Li
Siyi Li

H-Index: 4

Wee Sun Lee
Wee Sun Lee

H-Index: 35

ProtoGNN: Prototype-Assisted Message Passing Framework for Non-Homophilous Graphs

2022/9/29

Learning latent graph dynamics for visual manipulation of deformable objects

2022/5/23

None class ranking loss for document-level relation extraction

arXiv preprint arXiv:2205.00476

2022/5/1

Yang Zhou
Yang Zhou

H-Index: 3

Wee Sun Lee
Wee Sun Lee

H-Index: 35

Graph Representation Learning with Individualization and Refinement

arXiv preprint arXiv:2203.09141

2022/3/17

Mohammed Haroon Dupty
Mohammed Haroon Dupty

H-Index: 1

Wee Sun Lee
Wee Sun Lee

H-Index: 35

Combining reinforcement learning and optimal transport for the traveling salesman problem

arXiv preprint arXiv:2203.00903

2022/3/2

Context-Hierarchy Inverse Reinforcement Learning

arXiv preprint arXiv:2202.12597

2022/2/25

Expose: Combining state-based exploration with gradient-based online search

arXiv preprint arXiv:2202.01461

2022/2/3

Gamma: A general agent motion model for autonomous driving

IEEE Robotics and Automation Letters (RA-L)

2022/1/21

PF-GNN: Differentiable particle filtering based approximation of universal graph representations

2022

Mohammed Haroon Dupty
Mohammed Haroon Dupty

H-Index: 1

Wee Sun Lee
Wee Sun Lee

H-Index: 35

Understanding and resolving performance degradation in deep graph convolutional networks

2021/10/26

Ai-lyricist: Generating music and vocabulary constrained lyrics

2021/10/17

Ye Wang
Ye Wang

H-Index: 4

Wee Sun Lee
Wee Sun Lee

H-Index: 35

EVaDE: Event-Based Variational Thompson Sampling for Model-Based Reinforcement Learning

2021/10/6

See List of Professors in Wee Sun Lee University(National University of Singapore)

Co-Authors

academic-engine