most citedTowards Efficient Communication and Secure Federated Recommendation System via Low-rank Training

23 citations · 24 across the 5 of their papers we have counts for

collaborators

5 papers

cs.CL2024

Improving Vietnamese-English Medical Machine Translation

Nhu Vo, Dat Quoc Nguyen, Dung D. Le +2

Machine translation for Vietnamese-English in the medical domain is still an under-explored research area. In this paper, we introduce MedEV -- a high-quality Vietnamese-English pa…

math.AP2024

On the smallness of mean oscillations on metric-measure spaces and applications

Dung Le

It will be established that the mean oscillation of a function on a metric-measure space will be small if its mean oscillation on is small and some simple informati…

cs.LG202423 cited

Towards Efficient Communication and Secure Federated Recommendation System via Low-rank Training

Ngoc-Hieu Nguyen, Tuan-Anh Nguyen, Tuan Nguyen +3

Federated Recommendation (FedRec) systems have emerged as a solution to safeguard users' data in response to growing regulatory concerns. However, one of the major challenges in th…

cs.IR2024

Towards Efficient Pareto-optimal Utility-Fairness between Groups in Repeated Rankings

Phuong Dinh Mai, Duc-Trong Le, Tuan-Anh Hoang +1

In this paper, we tackle the problem of computing a sequence of rankings with the guarantee of the Pareto-optimal balance between (1) maximizing the utility of the consumers and (2…

cs.IR20231 cited

Improving Items and Contexts Understanding with Descriptive Graph for Conversational Recommendation

Huy Dao, Dung D. Le, Cuong Chu

State-of-the-art methods on conversational recommender systems (CRS) leverage external knowledge to enhance both items' and contextual words' representations to achieve high qualit…