About Me

I am a doctoral student in Sichuan University (2024.06 - now).

• Supervisor: Ning Yang
• Research Interest: Trustworthy Machine Learning
  • robustness
  • fairness
  • privacy
  • explainability
  • …

News

• 2024.08: paper accepted by RecSys 2024 (Jingyu Chen, Lilin Zhang, Ning Yang. *Improving Adversarial Robustness for Recommendation Model via Cross-Domain Distributional Adversarial Training).

Publications

TPAMI 2024

Provable Unrestricted Adversarial Training without Compromise with Generalizability (early access)

Lilin Zhang, Ning Yang*, Yanchao Sun, Philip S. Yu.

[arxiv, html, code]

SIGIR 2024

Adaptive Fair Representation Learning for Personalized Fairness in Recommendations via Information Alignment

Xinyu Zhu, Lilin Zhang, Ning Yang*.

[arxiv, html, code]

WWW 2023

Contrastive Collaborative Filtering for Cold-Start Item Recommendation

Zhihui Zhou, Lilin Zhang, Ning Yang*.

[arxiv, html, code]

Educations

• 2021.09 - 2024.06, Master of Engineering, Sichuan University.
• 2017.09 - 2021.06, Bachelor of Management, Zhongnan University of Economics and Law.