Author

M. Huang

h-index 1 View on Semantic Scholar

We have 2 of 6 papers

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.

#artificial intelligence Preprint Sep 2026

AuthBench: A Large-Scale Multilingual Benchmark for Authorship Representation across Genres and Lengths

AuthBench is introduced, a large-scale multilingual benchmark for authorship representation that is designed to make this evaluation broad, standardized, and realistic, and position it not only as a new benchmark, but as a diagnostic resource for studying when and why authorship representations succeed or fail.

Mao-Xun Huang, Zhen-Xing Zhang, C. Cardie · 0 citations

Jul 2026

MANTA: Multi-Agent Network Topology Adaptation for Self-Evolving Multi-Agent Systems

MANTA, a framework for Multi-Agent Network Topology Adaptation that enables communication structures to self-evolve at inference time, is introduced and shows that inference-time self-improvement can extend to the architecture of collaboration itself.

Mao-Xun Huang, Jerry Wang, Yi-Cheng Lai et al. · arXiv.org · 0 citations