Yu Hou

PhD student, Computational Science and Engineering, Yonsei University

Joined

July 2024

Names

Yu Hou (Preferred)

HOU YU

Emails

****@yonsei.ac.kr (Confirmed)

Personal Links

Homepage

Google Scholar

ORCID

Career & Education History

PhD student

Computational Science and Engineering, Yonsei University (yonsei.ac.kr)

2021 – 2026

Advisors, Relations & Conflicts

PhD Advisor

Won-Yong Shin

Present

Coauthor

HUA LI

Present

Expertise

Graph representation learning

Present

Recommender systems

Present

Publications

Tokenize Once, Recommend Anywhere: Unified Item Tokenization for Multi-domain LLM-based Recommendation
Yu Hou, Won-Yong Shin
- CoRR 2025
- Readers: Everyone
Fine-Tuning Diffusion-Based Recommender Systems via Reinforcement Learning with Reward Function Optimization
Yu Hou, Hua Li, Ha Young Kim, Won-Yong Shin
- CoRR 2025
- Readers: Everyone
A Unified Framework for Exploratory Learning-Aided Community Detection Under Topological Uncertainty
Yu Hou, Cong Tran, Ming Li, Won-Yong Shin
- IEEE Trans. Netw. Sci. Eng. 2025
- Readers: Everyone
Collaborative Filtering Based on Diffusion Models: Unveiling the Potential of High-Order Connectivity
Yu Hou, Jin-Duk Park, Won-Yong Shin
- CoRR 2024
- Readers: Everyone
Graph Neural Network-Aided Exploratory Learning for Community Detection with Unknown Topology
Yu Hou, Cong Tran, Ming Li, Won-Yong Shin
- CoRR 2023
- Readers: Everyone
Exploration-Aided Downstream Graph Learning Tasks: A Survey on Exploratory Graph Learning
Yu Hou, Won-Yong Shin
- ICTC 2023
- Readers: Everyone
Robust Mesh Segmentation Using Feature-Aware Region Fusion
Lulu Wu, Yu Hou, Junli Xu, Yong Zhao
- Sensors 2023
- Readers: Everyone
META-CODE: Community Detection via Exploratory Learning in Topologically Unknown Networks
Yu Hou, Cong Tran, Won-Yong Shin
- 2022 (modified: 05 Feb 2023)
- CoRR 2022
- Readers: Everyone
META-CODE: Community Detection via Exploratory Learning in Topologically Unknown Networks
Yu Hou, Cong Tran, Won-Yong Shin
- 2022 (modified: 05 Feb 2023)
- CIKM 2022
- Readers: Everyone

View all 12 publications

Yu Hou

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors