Shanshan Ye PhD candidate Australian Artificial Intelligence Institute University of Technology Sydney (UTS) Address: 15 Broadway, Ultimo NSW 2007, Australia Email: shanshan.ye@student.uts.edu.au [Google Scholar] [OpenReview]

Biography

I am currently a PhD student with the Australian Artificial Intelligence Institute at University of Technology Sydney, supervised by Prof Jie Lu and Prof Guangquan Zhang. I obtained my master degree from the The University of New South Wales and bechalor degree from The University of Sydney. I am interested in robust recommender systems, foundation models and information retrieval, and trustworhty AI.

Selected Publications

• Towards Safe Machine Unlearning: A Paradigm that Mitigates Performance Degradation [paper]
  Shanshan Ye, Jie Lu, Guangquan Zhang
  ACM Web Conference, 2025.
  

• Out-of-distribution detection with virtual outlier smoothing [paper]
  Jun Nie, Yadan Luo, Shanshan Ye, Yonggang Zhang, Xinmei Tian, and Zhen Fang
  International Journal of Computer Vision (IJCV), vol. 133, pp. 724-741, 2024.
  

• Robust Recommender Systems with Rating Flip Noise [paper]
  Shanshan Ye and Jie Lu
  ACM Trans. Intelligent Systems and Technology (ACM TIST), vol. 16, no. 11, pp. 1-19, 2024.
  

• Sequence unlearning for sequential recommender systems [paper]
  Shanshan Ye and Jie Lu
  Australasian Joint Conference on Artificial Intelligence (AJCAI), 2023.
  

Academic Services

• Conference Reviewer: ACM MM; ACM Web Conference; IJCNN; AJCAI

• Journal Reviewer: ACM Transactions on Intelligent Systems and Technology; Knowledge-Based Systems; Neural Networks

Last update: Feb 2025