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Author’s Latest Publications
- research-article
An exponential improvement on the memorization capacity of deep threshold networks
December 2021NIPS '21: Proceedings of the 35th International Conference on Neural Information Processing Systems - research-article
Recommender systems with generative retrieval
- Shashank Rajput,
- Nikhil Mehta,
- Anima Singh,
- Raghunandan Keshavan,
- Trung Vu,
- Lukasz Heidt,
- Lichan Hong,
- Yi Tay,
- Vinh Q. Tran,
- Jonah Samost,
- Maciej Kula,
- Ed H. Chi,
- Maheswaran Sathiamoorthy
December 2023NIPS '23: Proceedings of the 37th International Conference on Neural Information Processing Systems - research-article
LIFT: language-interfaced fine-tuning for non-language machine learning tasks
- Tuan Dinh,
- Yuchen Zeng,
- Ruisu Zhang,
- Ziqian Lin,
- Michael Gira,
- Shashank Rajput,
- Jy-yong Sohn,
- Dimitris Papailiopoulos,
- Kangwook Lee
November 2022NIPS '22: Proceedings of the 36th International Conference on Neural Information Processing Systems - research-article
Looped transformers as programmable computers
July 2023ICML'23: Proceedings of the 40th International Conference on Machine Learning - research-article
Attack of the tails: yes, you really can backdoor federated learning
- Hongyi Wang,
- Kartik Sreenivasan,
- Shashank Rajput,
- Harit Vishwakarma,
- Saurabh Agarwal,
- Jy-yong Sohn,
- Kangwook Lee,
- Dimitris Papailiopoulos
December 2020NIPS '20: Proceedings of the 34th International Conference on Neural Information Processing Systems - research-article
Optimal lottery tickets via SUBSETSUM: logarithmic over-parameterization is sufficient
December 2020NIPS '20: Proceedings of the 34th International Conference on Neural Information Processing Systems