Tat-Seng Chua

Tat-Seng Chua

National University of Singapore

H-index: 117

Asia-Singapore

About Tat-Seng Chua

Tat-Seng Chua, With an exceptional h-index of 117 and a recent h-index of 86 (since 2020), a distinguished researcher at National University of Singapore, specializes in the field of Multimedia Information Retrieval, Live Social Media Analysis.

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

Learning to Ask Critical Questions for Assisting Product Search

Large Language Model Powered Agents in the Web

TAT-LLM: A Specialized Language Model for Discrete Reasoning over Tabular and Textual Data

Think twice before assure: Confidence estimation for large language models through reflection on multiple answers

Enhancing Video-Language Representations with Structural Spatio-Temporal Alignment

Learning to Generate Explainable Stock Predictions using Self-Reflective Large Language Models

LLM-based Federated Recommendation

Temporally and Distributionally Robust Optimization for Cold-Start Recommendation

Tat-Seng Chua Information

University

Position

___

Citations(all)

64595

Citations(since 2020)

43733

Cited By

34619

hIndex(all)

117

hIndex(since 2020)

86

i10Index(all)

537

i10Index(since 2020)

353

Email

University Profile Page

National University of Singapore

Google Scholar

View Google Scholar Profile

Tat-Seng Chua Skills & Research Interests

Multimedia Information Retrieval

Live Social Media Analysis

Top articles of Tat-Seng Chua

Title

Journal

Author(s)

Publication Date

Learning to Ask Critical Questions for Assisting Product Search

arXiv preprint arXiv:2403.02754

Zixuan Li

Lizi Liao

Tat-Seng Chua

2024/3/5

Large Language Model Powered Agents in the Web

learning

Yang Deng

An Zhang

Yankai Lin

Xu Chen

Ji-Rong Wen

...

2024

TAT-LLM: A Specialized Language Model for Discrete Reasoning over Tabular and Textual Data

arXiv preprint arXiv:2401.13223

Fengbin Zhu

Ziyang Liu

Fuli Feng

Chao Wang

Moxin Li

...

2024/1/24

Think twice before assure: Confidence estimation for large language models through reflection on multiple answers

arXiv preprint arXiv:2403.09972

Moxin Li

Wenjie Wang

Fuli Feng

Fengbin Zhu

Qifan Wang

...

2024/3/15

Enhancing Video-Language Representations with Structural Spatio-Temporal Alignment

IEEE Transactions on Pattern Analysis and Machine Intelligence

Hao Fei

Shengqiong Wu

Meishan Zhang

Min Zhang

Tat-Seng Chua

...

2024/4/25

Learning to Generate Explainable Stock Predictions using Self-Reflective Large Language Models

arXiv preprint arXiv:2402.03659

Kelvin JL Koa

Yunshan Ma

Ritchie Ng

Tat-Seng Chua

2024/2/6

LLM-based Federated Recommendation

arXiv preprint arXiv:2402.09959

Jujia Zhao

Wenjie Wang

Chen Xu

Zhaochun Ren

See-Kiong Ng

...

2024/2/15

Temporally and Distributionally Robust Optimization for Cold-Start Recommendation

Proceedings of the AAAI Conference on Artificial Intelligence

Xinyu Lin

Wenjie Wang

Jujia Zhao

Yongqi Li

Fuli Feng

...

2024/3/24

On the Multi-turn Instruction Following for Conversational Web Agents

arXiv preprint arXiv:2402.15057

Yang Deng

Xuan Zhang

Wenxuan Zhang

Yifei Yuan

See-Kiong Ng

...

2024/2/23

Leveraging multimodal features and item-level user feedback for bundle construction

Yunshan Ma

Xiaohao Liu

Yinwei Wei

Zhulin Tao

Xiang Wang

...

2024/3/4

Filter-based Stance Network for Rumor Verification

ACM Transactions on Information Systems

Jun Li

Yi Bin

Yunshan Ma

Yang Yang

Zi Huang

...

2024

Simple but Effective Raw-Data Level Multimodal Fusion for Composed Image Retrieval

arXiv preprint arXiv:2404.15875

Haokun Wen

Xuemeng Song

Xiaolin Chen

Yinwei Wei

Liqiang Nie

...

2024/4/24

Fashionregen: Llm-empowered fashion report generation

arXiv preprint arXiv:2403.06660

Yujuan Ding

Yunshan Ma

Wenqi Fan

Yige Yao

Tat-Seng Chua

...

2024/3/11

Towards Generative Search and Recommendation: A keynote at RecSys 2023

ACM SIGIR Forum

Tat-Seng Chua

2024/1/22

Data-efficient Fine-tuning for LLM-based Recommendation

arXiv preprint arXiv:2401.17197

Xinyu Lin

Wenjie Wang

Yongqi Li

Shuo Yang

Fuli Feng

...

2024/1/30

VPGTrans: Transfer visual prompt generator across LLMs

Advances in Neural Information Processing Systems

Ao Zhang

Hao Fei

Yuan Yao

Wei Ji

Li Li

...

2024/2/13

A Picture Is Worth a Graph: Blueprint Debate on Graph for Multimodal Reasoning

arXiv preprint arXiv:2403.14972

Changmeng Zheng

Dayong Liang

Wengyu Zhang

Xiao-Yong Wei

Tat-Seng Chua

...

2024/3/22

Gotcha! Don't trick me with unanswerable questions! Self-aligning Large Language Models for Responding to Unknown Questions

arXiv preprint arXiv:2402.15062

Yang Deng

Yong Zhao

Moxin Li

See-Kiong Ng

Tat-Seng Chua

2024/2/23

Abductive Ego-View Accident Video Understanding for Safe Driving Perception

arXiv preprint arXiv:2403.00436

Jianwu Fang

Lei-lei Li

Junfei Zhou

Junbin Xiao

Hongkai Yu

...

2024/3/1

Enhancing Out-of-distribution Generalization on Graphs via Causal Attention Learning

ACM Transactions on Knowledge Discovery from Data

Yongduo Sui

Wenyu Mao

Shuyao Wang

Xiang Wang

Jiancan Wu

...

2024

See List of Professors in Tat-Seng Chua University(National University of Singapore)

Co-Authors

H-index: 73
Mohan Kankanhalli

Mohan Kankanhalli

National University of Singapore

H-index: 69
Richang Hong

Richang Hong

Hefei University of Technology

H-index: 64
Guo-Jun Qi (齐国君), Fellow of IEEE & IAPR

Guo-Jun Qi (齐国君), Fellow of IEEE & IAPR

University of Central Florida

H-index: 64
Min-Yen Kan (靳民彦)

Min-Yen Kan (靳民彦)

National University of Singapore

H-index: 29
Xiangdong Zhou

Xiangdong Zhou

Fudan University

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