Shoujin Wang

University of Technology Sydney — Australia

Computer Science · Physical Sciences

28h-index3.8kcitations182works5.02yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Recommender Systems and Techniques(69), Topic Modeling(52), Advanced Graph Neural Networks(33), Natural Language Processing Techniques(17), Advanced Bandit Algorithms Research(17)

Publications182 total

DTRec: Learning Dynamic Reasoning Trajectories for Sequential Recommendation
arXiv (Cornell University)·2025Open Access
Revealing Multimodal Causality with Large Language Models
arXiv (Cornell University)·2025Open Access
Robust Multivariate Time Series Forecasting Against Intraseries and Interseries Transitional Shift
IEEE Transactions on Neural Networks and Learning Systems·2025
Tunable crosslinking PPTA nanofiltration membranes with tailored pore architectures for high-efficiency dye/salt separation
Separation and Purification Technology·2025
A Survey on Deep Learning based Time Series Analysis with Frequency Transformation
2025· 10 cited
Semantic Relation Guided Dual-view Contrastive Learning for Session-based Recommendations
ACM Transactions on Information Systems·2025· 3 cited
Introduction to the Special Issue on Deep Reinforcement Learning for Recommender Systems
ACM Transactions on Recommender Systems·2025
Unleashing the Potential of Diffusion Models Towards Diversified Sequential Recommendations
2025Open Access
RU-AI: A Large Multimodal Dataset for Machine-Generated Content Detection
2025· 2 citedOpen Access
A Survey on Progress in LLM Alignment from the Perspective of Reward Design
arXiv (Cornell University)·2025Open Access
Research on Text Sentiment Analysis based on Word2Vec and Improved DPCNN Model
2025
A Macro- and Micro-Hierarchical Transfer Learning Framework for Cross-Domain Fake News Detection
2025· 2 citedOpen Access
Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations
2025· 3 citedOpen Access
When Large Vision Language Models Meet Multimodal Sequential Recommendation: An Empirical Study
2025· 1 cited
DiGrI: Distorted Greedy Approach for Human-Assisted Online Suicide Ideation Detection
2025Open Access
Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations
arXiv (Cornell University)·2025Open Access
A Multi-Modal Prompt-Tuning Framework for Non-Overlapping Multi-Domain Recommendation
IEEE Transactions on Multimedia·2025
Federated User Preference Modeling for Privacy-Preserving Cross-Domain Recommendation
IEEE Transactions on Multimedia·2025· 3 cited
A Survey on Enhancing Causal Reasoning Ability of Large Language Models
Lecture notes in computer science·2025· 1 cited
Graph learning based recommender systems: A review
TIB Data Manager·2025· 30 citedOpen Access
page 1 of 10Next →

Frequent Co-authors

Longbing Cao(17), Yan Wang(17), Quan Z. Sheng(11), Mehmet A. Orgun(11), Wenpeng Lü(8), Liang Hu(7), Liang Hu(7), Defu Lian(4), Xiaoshui Huang(3), Francesco Ricci⋆(3), Xiuzhen Zhang(3), Lin Xiao(3), Wenzhuo Song(3), Peilin Zhou(3), Jingqi Gao(3), Yueqi Xie(3), Jae Boum Kim(3), Sung Hun Kim(3), Qi Zhang(3), Wei Liu(2)