Lin Ning
Authored Publications
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USER-LLM: Efficient LLM Contextualization with User Embedding
Jiaxing Wu
Neo Wu
Devora Berlowitz
Sushant Prakash
Bradley Green
Shawn O'Banion
Jun Xie
ArXiv (2024) (to appear)
EANA: Reducing Privacy Risk on Large-scale Recommendation Models
Devora Berlowitz
Mei Chen
QiQi Xue
Steve Chien
16th ACM Conference on Recommender Systems (2022)
Mixed Federated Learning: Joint Decentralized and Centralized Learning
Karan Singhal
Satyen Kale
Arxiv (2022) (to appear)
What Do We Mean by Generalization in Federated Learning?
Honglin Yuan
Warren Morningstar
Karan Singhal
International Conference on Learning Representations (ICLR) (2022)
Learning Federated Representations and Recommendations with Limited Negatives
Karan Singhal
Ellie Zhou
Sushant Prakash
1st NeurIPS Workshop on New Frontiers in Federated Learning (NFFL 2021) (2021)
