Ee-Peng Lim

About Ee-Peng Lim

Ee-Peng Lim, With an exceptional h-index of 69 and a recent h-index of 40 (since 2020), a distinguished researcher at Singapore Management University, specializes in the field of Data and Text Mining, Social Network Mining, Information Integration, Digital Libraries.

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

Non-monotonic generation of knowledge paths for context understanding

Non-binary evaluation of next-basket food recommendation

All in a Single Image: Large Multimodal Models are In-Image Learners

Generative Semi-supervised Graph Anomaly Detection

Mitigating fine-grained hallucination by fine-tuning large vision-language models with caption rewrites

Temporal Implicit Multimodal Networks for Investment and Risk Management

Public acceptance of using artificial intelligence-assisted weight management apps in high-income southeast Asian adults with overweight and obesity: a cross-sectional study

On exploring the reasoning capability of large language models with knowledge graphs

Ee-Peng Lim Information

University

Position

___

Citations(all)

24216

Citations(since 2020)

7470

Cited By

19801

hIndex(all)

69

hIndex(since 2020)

40

i10Index(all)

306

i10Index(since 2020)

137

Email

University Profile Page

Google Scholar

Ee-Peng Lim Skills & Research Interests

Data and Text Mining

Social Network Mining

Information Integration

Digital Libraries

Top articles of Ee-Peng Lim

Non-monotonic generation of knowledge paths for context understanding

ACM Transactions on Management Information Systems

2024/3/12

Pei-Chi Lo
Pei-Chi Lo

H-Index: 2

Ee-Peng Lim
Ee-Peng Lim

H-Index: 40

Non-binary evaluation of next-basket food recommendation

User Modeling and User-Adapted Interaction

2024/3

Yue Liu
Yue Liu

H-Index: 1

Ee-Peng Lim
Ee-Peng Lim

H-Index: 40

All in a Single Image: Large Multimodal Models are In-Image Learners

arXiv preprint arXiv:2402.17971

2024/2/28

Generative Semi-supervised Graph Anomaly Detection

arXiv preprint arXiv:2402.11887

2024/2/19

Mitigating fine-grained hallucination by fine-tuning large vision-language models with caption rewrites

2024/1/29

Temporal Implicit Multimodal Networks for Investment and Risk Management

ACM Transactions on Intelligent Systems and Technology

2024

Gary Ang
Gary Ang

H-Index: 0

Ee-Peng Lim
Ee-Peng Lim

H-Index: 40

Public acceptance of using artificial intelligence-assisted weight management apps in high-income southeast Asian adults with overweight and obesity: a cross-sectional study

Frontiers in Nutrition

2024

On exploring the reasoning capability of large language models with knowledge graphs

arXiv preprint arXiv:2312.00353

2023/12/1

Pei-Chi Lo
Pei-Chi Lo

H-Index: 2

Ee-Peng Lim
Ee-Peng Lim

H-Index: 40

Llm-based agent society investigation: Collaboration and confrontation in avalon gameplay

arXiv preprint arXiv:2310.14985

2023/10/23

LLM4Vis: Explainable visualization recommendation using ChatGPT

arXiv preprint arXiv:2310.07652

2023/10/11

A transformer framework for generating context-aware knowledge graph paths

Applied Intelligence

2023/10

Pei-Chi Lo
Pei-Chi Lo

H-Index: 2

Ee-Peng Lim
Ee-Peng Lim

H-Index: 40

On predicting ESG ratings using dynamic company networks

ACM Transactions on Management Information Systems

2023/9/12

Learning and Understanding User Interface Semantics from Heterogeneous Networks with Multimodal and Positional Attributes

ACM Transactions on Interactive Intelligent Systems

2023/9/11

Gary Ang
Gary Ang

H-Index: 0

Ee-Peng Lim
Ee-Peng Lim

H-Index: 40

The 4th International Workshop on Talent and Management Computing (TMC'2023)

2023/8/6

Plan-and-solve prompting: Improving zero-shot chain-of-thought reasoning by large language models

arXiv preprint arXiv:2305.04091

2023/5/6

Zero-shot next-item recommendation using large pretrained language models

arXiv preprint arXiv:2304.03153

2023/4/6

Lei Wang
Lei Wang

H-Index: 4

Ee-Peng Lim
Ee-Peng Lim

H-Index: 40

Llm-adapters: An adapter family for parameter-efficient fine-tuning of large language models

arXiv preprint arXiv:2304.01933

2023/4/4

Investment and risk management with online news and heterogeneous networks

ACM Transactions on the Web

2023/3/27

Gary Ang
Gary Ang

H-Index: 0

Ee-Peng Lim
Ee-Peng Lim

H-Index: 40

Contextual Path Retrieval: A Contextual Entity Relation Embedding-based Approach

ACM Transactions on Information Systems

2023/1/10

Pei-Chi Lo
Pei-Chi Lo

H-Index: 2

Ee-Peng Lim
Ee-Peng Lim

H-Index: 40

Contrastive learning approach to word-in-context task for low-resource languages

2023

See List of Professors in Ee-Peng Lim University(Singapore Management University)

Co-Authors

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