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Sanshi Lei Yu

University of Science and Technology of China

3 papers hereh-index 3123 citations4 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author1
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.IR3
affiliations
  • University of Science and Technology of China
Homepage

identity via Semantic Scholar / OpenAlex

activity
20212023
most citedUntargeted Attack against Federated Recommendation Systems via Poisonous Item Embeddings and the Defense

6 citations · 6 across the 3 of their papers we have counts for

collaborators

3 papers

cs.IR2023

AdaptSSR: Pre-training User Model with Augmentation-Adaptive Self-Supervised Ranking

Yang Yu, Qi Liu, Kai Zhang +7

User modeling, which aims to capture users' characteristics or interests, heavily relies on task-specific labeled data and suffers from the data sparsity issue. Several recent stud…

cs.IR2022★ 6 cited

Untargeted Attack against Federated Recommendation Systems via Poisonous Item Embeddings and the Defense

Yang Yu, Qi Liu, Likang Wu +3

Federated recommendation (FedRec) can train personalized recommenders without collecting user data, but the decentralized nature makes it susceptible to poisoning attacks. Most pre…

cs.IR2021

Leveraging Tripartite Interaction Information from Live Stream E-Commerce for Improving Product Recommendation

Sanshi Yu, Zhuoxuan Jiang, Dong-Dong Chen +4

Recently, a new form of online shopping becomes more and more popular, which combines live streaming with E-Commerce activity. The streamers introduce products and interact with th…

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