21 citations · 29 across the 9 of their papers we have counts for
9 papers
CALVO: Improve Serving Efficiency for LLM Inferences with Intense Network Demands
Weiye Wang, Chen Chen, Junxue Zhang +7
Distributed prefix caching has become a core technique for efficient LLM serving. However, for long-context requests with high cache hit ratios, retrieving reusable KVCache blocks…
Fully Robust Federated Submodel Learning in a Distributed Storage System
Zhusheng Wang, Sennur Ulukus
We consider the federated submodel learning (FSL) problem in a distributed storage system. In the FSL framework, the full learning model at the server side is divided into multiple…
Private Information Retrieval and Its Applications: An Introduction, Open Problems, Future Directions
Sajani Vithana, Zhusheng Wang, Sennur Ulukus
Private information retrieval (PIR) is a privacy setting that allows a user to download a required message from a set of messages stored in a system of databases without revealing…
Private Federated Submodel Learning via Private Set Union
Zhusheng Wang, Sennur Ulukus
We consider the federated submodel learning (FSL) problem and propose an approach where clients are able to update the central model information theoretically privately. Our approa…
Digital Blind Box: Random Symmetric Private Information Retrieval
Zhusheng Wang, Sennur Ulukus
We introduce the problem of random symmetric private information retrieval (RSPIR). In canonical PIR, a user downloads a message out of messages from non-colluding and repl…
Communication Cost of Two-Database Symmetric Private Information Retrieval: A Conditional Disclosure of Multiple Secrets Perspective
Zhusheng Wang, Sennur Ulukus
We consider the total (upload plus download) communication cost of two-database symmetric private information retrieval (SPIR) through its relationship to conditional disclosure of…
Symmetric Private Information Retrieval with User-Side Common Randomness
Zhusheng Wang, Sennur Ulukus
We consider the problem of symmetric private information retrieval (SPIR) with user-side common randomness. In SPIR, a user retrieves a message out of messages from non-col…
Multi-Party Private Set Intersection: An Information-Theoretic Approach
Zhusheng Wang, Karim Banawan, Sennur Ulukus
We investigate the problem of multi-party private set intersection (MP-PSI). In MP-PSI, there are parties, each storing a data set over replicated and non…
Private Set Intersection: A Multi-Message Symmetric Private Information Retrieval Perspective
Zhusheng Wang, Karim Banawan, Sennur Ulukus
We study the problem of private set intersection (PSI). In this problem, there are two entities , for , each storing a set , whose elements are picked f…