Scholar
Yunfan Wu
Google Scholar ID: L6Pwc_kAAAAJ
Institute of Computing Technology, Chinese Academy of Sciences
Citations & Impact
Citations
251
H-index
8
i10-index
5
Publications
15
Co-authors
5
list available
Publications
Cited
0
Resume (English only)
Academic Achievements
- - CSUR 2025: Robust Recommender System: A Survey and Future Directions
- - CSCW 2025: “I Know You Are Discriminatory!”: Automated Substantiating for Individual Fairness Auditing of AI Systems
- - WWW 2025: Personalized Denoising Implicit Feedback for Robust Recommender System
- - WWW 2025: The 1st Workshop on Human-Centered Recommender Systems
- - NeurIPS 2024: Understanding and Improving Adversarial Collaborative Filtering for Robust Recommendation
- - RecSys 2024: Accelerating the Surrogate Retraining for Poisoning Attacks Against Recommender Systems
- - RecSys 2024: Improving the Shortest Plank: Vulnerability-Aware Adversarial Training for Robust Recommender System
- - SIGIR 2024: LoRec: Combating Poisons with Large Language Model for Robust Sequential Recommendation
- - Information Sciences 2024: IDEA: Invariant Defense for Graph Adversarial Robustness
- - Information Sciences 2023: Adversarial Camouflage for Node Injection Attack on Graphs
- - TKDE 2023: Graph Adversarial Immunization for Certifiable Robustness
- - SIGIR 2023: Popularity Debiasing from Exposure to Interaction in Collaborative Filtering
- - SIGIR 2022: INMO: A Model-Agnostic and Scalable Module for Inductive Collaborative Filtering
- - CIKM 2021: Single Node Injection Attack Against Graph Neural Networks
Research Experience
- - As a PhD student, involved in multiple research projects, including work on recommender systems, graph neural networks, and large language models.
Education
- - 2019.09 - Present: PhD, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China. Advisors: Qi Cao and Huawei Shen.
- - 2018.08 - 2018.12: Exchange Student, National University of Singapore, Singapore.
- - 2015.09 - 2019.06: Bachelor’s Degree, University of Chinese Academy of Sciences, Beijing, China.
Background
- - Research Interests: trustworthy recommender systems, graph neural networks, large language models
- - Professional Field: Institute of Computing Technology, Chinese Academy of Sciences
- - Introduction: Currently a PhD student at the Institute of Computing Technology, Chinese Academy of Sciences, advised by Qi Cao and Huawei Shen.
Miscellany
- - Personal Interests: Not provided
