Author

Xiang Zhang

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.

Open access Oct 2026

MassNet: billion-scale AI-ready mass spectral corpus empowering scalable deep learning in proteomics.

Here we present MassNet, inspired by large-scale data corpora of text and images; MassNet is an artificial intelligence (AI)-ready data corpus for mass spectrometry (MS)-based proteomics. The corpus contains 1.5 billion tandem MS spectra from high-quality data-dependent acquisition (DDA) MS data across 35 species. Appr...

A. Jun, Xiang Zhang, Xiao-Fan Zhang et al. · Nature Methods · 0 citations

#natural language process... Review Aug 2026

When LLM Meets Tree Search: A Systematic View of Inference as Search in Large Language Models

This survey systematizes recent progress in tree-search-based reasoning, viewing inference as instance-specific optimization rather than decoding, and introduces a Unified Design Space spanning search topology, evaluation signals, and control dynamics to unify a fragmented literature.

Jia-Qi Wei, Xiang Zhang, Yue-Jin Yang et al. · 0 citations