Skip to content
Log in
Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Ya-Kui Huang

View on Semantic Scholar

2 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Oct 2026

Parameter-Free Adaptive Extragradient Methods for Generalized-Smooth Variational Inequalities

Variational inequalities (VIs) provide a unified framework for optimization, saddle-point, equilibrium, and learning problems, where operators need not be globally Lipschitz. The $\alpha$-symmetric generalized-smoothness condition allows local operator variation to grow with the operator norm, but existing extragradien...

Zhao-Yang Chu, Hong-Wei Liu, Ya-Kui Huang · 0 citations
Conference Aug 2026

Cross-Graph Attention Fusion for Learning to Branch in Chance-Constrained MILPs

Learning to branch accelerates branch-and-bound (B&B) for mixed-integer linear programming (MILP) by replacing hand-designed variable-selection rules with data-driven policies. For the large-scale MILPs produced by the sample average approximation (SAA) of chance-constrained programming (CCP), recent work encodes each...

Ka Zhao, Fu-Hao Gao, Shen-Ji Peng et al. · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.