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Fengbin Zhu
Postdoc, National University of Singapore
Joined
May 2021
Names
Fengbin Zhu
(Preferred)
,Â
Fengbin ZHU
Emails
****@gmail.com
(Confirmed)
,Â
****@nus.edu.sg
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Semantic Scholar
ACL Anthology
Career & Education History
Postdoc
National University of Singapore
(nus.edu.sg)
2024
–
Present
PhD student
School of Computing,
National University of Singapore
(u.nus.edu)
2019
–
2024
Advisors, Relations & Conflicts
Coauthor
Fuli Feng
Present
Coauthor
Wenjie Wang
Present
PhD Advisor
Chua Tat Seng
2019
–
2024
Expertise
Large Language Model
2022
–
Present
Natural Language Processing
2019
–
Present
Document Intelligence
2019
–
Present
Information Retrieval
2019
–
Present
AI for Finance
2019
–
Present
Multimedia Analysis
2019
–
Present
Publications
Technical Report for Financial Deep Document (FinDDR) Competition @ ACM ICAIF 2025
Fengbin Zhu
,
Chao Wang
,
Chang Liu
,
Shuo Zhang
,
Ke-Wei Huang
,
Huanbo Luan
,
Tat-Seng Chua
Crossref
Readers:
Everyone
Opening the Black Box: A Survey on the Mechanisms of Multi-Step Reasoning in Large Language Models
Liangming Pan
,
Jason Liang
,
Jiaran Ye
,
Minglai Yang
,
Xinyuan Lu
,
Fengbin Zhu
Crossref
Readers:
Everyone
Towards Temporal-Aware Multi-Modal Retrieval Augemented Generation in Finance
Fengbin Zhu
,
Junfeng Li
,
Liangming Pan
,
Wenjie Wang
,
Fuli Feng
,
Chao Wang
,
Huanbo Luan
,
Tat-Seng Chua
Crossref
Readers:
Everyone
DRC: Enhancing Personalized Image Generation via Disentangled Representation Composition
Yiyan Xu
,
Wuqiang Zheng
,
Wenjie Wang
,
Fengbin Zhu
,
Xinting Hu
,
Yang Zhang
,
Fuli Feng
,
Tat-Seng Chua
Crossref
Readers:
Everyone
FinDeepResearch: Evaluating Deep Research Agents in Rigorous Financial Analysis
Fengbin Zhu
,
Xiang Yao Ng
,
Ziyang Liu
,
Chang Liu
,
Xianwei Zeng
,
Chao Wang
,
Tianhui Tan
,
Xuan Yao
,
Pengyang Shao
,
Min Xu
,
Zixuan Wang
,
Jing Wang
,
Xin Li
,
Junfeng Li
,
Jingxian Zhu
,
Yang Zhang
,
Wenjie Wang
,
Fuli Feng
,
Richang Hong
,
Huanbo Luan
et al. (2 additional authors not shown)
CoRR 2025
Readers:
Everyone
Understanding Embedding Scaling in Collaborative Filtering
Yicheng He
,
Zhou Kaiyu
,
Haoyue Bai
,
Fengbin ZHU
,
Yonghui Yang
Accepted by TMLR
Readers:
Everyone
CAPSUL: A Comprehensive Human Protein Benchmark for Subcellular Localization
Yicheng Hu
,
Xinyu Lin
,
Shulin Li
,
Wenjie Wang
,
Fengbin ZHU
,
Fuli Feng
ICLR 2026 Poster
Readers:
Everyone
Heterogeneous User Modeling for LLM-based Recommendation
Honghui Bao
,
Wenjie Wang
,
Xinyu Lin
,
Fengbin Zhu
,
Teng Sun
,
Fuli Feng
,
Tat-Seng Chua
Crossref
Readers:
Everyone
Reinforced Strategy Optimization for Conversational Recommender Systems via Network-of-Experts
Xiaoyan Zhao
,
Ming Yan
,
Yang Zhang
,
Yang Deng
,
Jian Wang
,
Fengbin Zhu
,
Yilun Qiu
,
Hong Cheng
,
Tat-Seng Chua
CoRR 2025
Readers:
Everyone
Understanding Embedding Scaling in Collaborative Filtering
Zhuangzhuang He
,
Zhou Kaiyu
,
Haoyue Bai
,
Fengbin Zhu
,
Yonghui Yang
CoRR 2025
Readers:
Everyone
View all 55 publications
Co-Authors
Angela Yao
Bing Xiang
Bowen Jin
Boyi Deng
Chang Liu
Chao Wang
Chengbing Wang
Dhagash Mehta
Dongyang Li
Fuli Feng
Guangnan Ye
Hangyu Qin
Hanwang Zhang
Hao Li
Haohui Wu
Haoyan Liu
Haoyue Bai
Haozhou Zhang
Hong Cheng
Honghui Bao
Hongru Cai
Huanbo Luan
Jason Liang
Jian Wang
Jiancheng Lv
View all 105 co-authors