2 citations · 3 across the 3 of their papers we have counts for
4 papers
Efficient Diffusion Distillation via Embedding Loss
Jincheng Ying, Yitao Chen, Li Wenlin +2
Recent advances in distilling expensive diffusion models into efficient few-step generators show significant promise. However, these methods typically demand substantial computatio…
Convergence of Generalized Belief Propagation Algorithm on Graphs with Motifs
Yitao Chen, Deepanshu Vasal
Belief propagation is a fundamental message-passing algorithm for numerous applications in machine learning. It is known that belief propagation algorithm is exact on tree graphs.…
Multi-Agent Decentralized Belief Propagation on Graphs
Yitao Chen, Deepanshu Vasal
We consider the problem of interactive partially observable Markov decision processes (I-POMDPs), where the agents are located at the nodes of a communication network. Specifically…
From Centralized to Decentralized Coded Caching
Yitao Chen, Karthikeyan Shanmugam, Alexandros G. Dimakis
We consider the problem of designing decentralized schemes for coded caching. In this problem there are users each caching files out of a library of total files. The qu…