ZHU SUN

ZHU SUN

Macquarie University

H-index: 16

Oceania-Australia

About ZHU SUN

ZHU SUN, With an exceptional h-index of 16 and a recent h-index of 15 (since 2020), a distinguished researcher at Macquarie University, specializes in the field of Recommender Systems, User Modelling, Social Network Analysis, Machine Learning, Data Mining.

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

Revisiting Bundle Recommendation for Intent-aware Product Bundling

Does Knowledge Graph Really Matter for Recommender Systems?

A Simple Yet Effective Approach for Diversified Session-Based Recommendation

Re2LLM: Reflective Reinforcement Large Language Model for Session-based Recommendation

Large Language Model with Graph Convolution for Recommendation

Theoretically Guaranteed Bidirectional Data Rectification for Robust Sequential Recommendation

A Multi-Channel Next POI Recommendation Framework with Multi-Granularity Check-in Signals

Domain disentanglement with interpolative data augmentation for dual-target cross-domain recommendation

ZHU SUN Information

University

Position

Lecturer Australia

Citations(all)

1653

Citations(since 2020)

1489

Cited By

556

hIndex(all)

16

hIndex(since 2020)

15

i10Index(all)

25

i10Index(since 2020)

24

Email

University Profile Page

Google Scholar

ZHU SUN Skills & Research Interests

Recommender Systems

User Modelling

Social Network Analysis

Machine Learning

Data Mining

Top articles of ZHU SUN

Title

Journal

Author(s)

Publication Date

Revisiting Bundle Recommendation for Intent-aware Product Bundling

ACM Transactions on Recommender Systems

Zhu Sun

Kaidong Feng

Jie Yang

Hui Fang

Xinghua Qu

...

2024

Does Knowledge Graph Really Matter for Recommender Systems?

arXiv preprint arXiv:2404.03164

Haonan Zhang

Dongxia Wang

Zhu Sun

Yanhui Li

Youcheng Sun

...

2024/4/4

A Simple Yet Effective Approach for Diversified Session-Based Recommendation

arXiv preprint arXiv:2404.00261

Qing Yin

Hui Fang

Zhu Sun

Yew-Soon Ong

2024/3/30

Re2LLM: Reflective Reinforcement Large Language Model for Session-based Recommendation

arXiv preprint arXiv:2403.16427

Ziyan Wang

Yingpeng Du

Zhu Sun

Haoyan Chua

Kaidong Feng

...

2024/3/25

Large Language Model with Graph Convolution for Recommendation

arXiv preprint arXiv:2402.08859

Yingpeng Du

Ziyan Wang

Zhu Sun

Haoyan Chua

Hongzhi Liu

...

2024/2/14

Theoretically Guaranteed Bidirectional Data Rectification for Robust Sequential Recommendation

Advances in Neural Information Processing Systems

Yatong Sun

Bin Wang

Zhu Sun

Xiaochun Yang

Yan Wang

2024/2/13

A Multi-Channel Next POI Recommendation Framework with Multi-Granularity Check-in Signals

ACM Transactions on Information Systems

Zhu Sun

Yu Lei

Lu Zhang

Chen Li

Yew-Soon Ong

...

2023

Domain disentanglement with interpolative data augmentation for dual-target cross-domain recommendation

Jiajie Zhu

Yan Wang

Feng Zhu

Zhu Sun

2023/9/14

Towards Building Voice-based Conversational Recommender Systems: Datasets, Potential Solutions, and Prospects

Xinghua Qu

Hongyang Liu

Zhu Sun

Xiang Yin

Yew-Soon Ong

...

2023/7/18

Purpose tendency-aware diversified strategy for effective session-based recommendation

Electronic Commerce Research and Applications

Qing Yin

Danning Zhang

Hui Fang

Zhu Sun

2023/1/1

Dynamic In-Context Learning from Nearest Neighbors for Bundle Generation

arXiv preprint arXiv:2312.16262

Zhu Sun

Kaidong Feng

Jie Yang

Xinghua Qu

Hui Fang

...

2023/12/26

Large Language Models for Intent-Driven Session Recommendations

arXiv preprint arXiv:2312.07552

Zhu Sun

Hongyang Liu

Xinghua Qu

Kaidong Feng

Yan Wang

...

2023/12/7

Meta-learning enhanced next POI recommendation by leveraging check-ins from auxiliary cities

Jinze Wang

Lu Zhang

Zhu Sun

Yew-Soon Ong

2023/5/25

BERD+: A Generic Sequential Recommendation Framework by Eliminating Unreliable Data with Item-and Attribute-level Signals

ACM Transactions on Information Systems

Yatong Sun

Xiaochun Yang

Zhu Sun

Bin Wang

2023/11/8

A generic reinforced explainable framework with knowledge graph for session-based recommendation

Huizi Wu

Hui Fang

Zhu Sun

Cong Geng

Xinyu Kong

...

2023/4/3

Disentangling Motives behind Item Consumption and Social Connection for Mutually-enhanced Joint Prediction

Youchen Sun

Zhu Sun

Xiao Sha

Jie Zhang

Yew Soon Ong

2023/9/14

Wsdm 2023 workshop on interactive recommender systems

Yong Liu

Hao Zhang

Zhu Sun

Shoujin Wang

Jie Zhang

2023/2/27

Conversation-based adaptive relational translation method for next poi recommendation with uncertain check-ins

IEEE Transactions on Neural Networks and Learning Systems

Lu Zhang

Zhu Sun

Jie Zhang

Yiwen Wu

Yunwen Xia

2022/2/14

Understanding Diversity in Session-Based Recommendation

ACM Transactions on Information Systems

Qing Yin

Hui Fang

Zhu Sun

Yew-Soon Ong

2023/8/21

Who Wants to Shop With You: Joint Product-Participant Recommendation for Group-Buying Service

IEEE transactions on neural networks and learning systems

Xiao Sha

Zhu Sun

Jie Zhang

Yew-Soon Ong

2022

See List of Professors in ZHU SUN University(Macquarie University)

Co-Authors

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