2 citations · 2 across the 5 of their papers we have counts for
5 papers
Distributed Online Stochastic Convex-Concave Optimization: Dynamic Regret Analyses under Single and Multiple Consensus Steps
Wentao Zhang, Baoyong Zhang, Deming Yuan +2
This paper considers the distributed online convex-concave optimization with constraint sets over a multiagent network, in which each agent autonomously generates a series of decis…
Mavors: Multi-granularity Video Representation for Multimodal Large Language Model
Yang Shi, Jiaheng Liu, Yushuo Guan +12
Long-context video understanding in multimodal large language models (MLLMs) faces a critical challenge: balancing computational efficiency with the retention of fine-grained spati…
Improved Dynamic Regret of Distributed Online Multiple Frank-Wolfe Convex Optimization
Wentao Zhang, Yang Shi, Baoyong Zhang +1
In this paper, we consider a distributed online convex optimization problem over a time-varying multi-agent network. The goal of this network is to minimize a global loss function…
Quantized Distributed Online Projection-free Convex Optimization
Wentao Zhang, Yang Shi, Baoyong Zhang +2
This paper considers online distributed convex constrained optimization over a time-varying multi-agent network. Agents in this network cooperate to minimize the global objective f…
Dynamic Regret of Distributed Online Frank-Wolfe Convex Optimization
Wentao Zhang, Yang Shi, Baoyong Zhang +1
This paper considers distributed online convex constrained optimization, in which various agents in a multi-agent system cooperate to minimize a global cost function through commun…