Author

Jifan Zhang

University of Wisconsin, Madison

h-index 9 Homepage View on Semantic Scholar

We have 2 of 32 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.

Book Open access Aug 2026

Toward WAN-Aware LLM Training Across Heterogeneous, Geo-Distributed Sites

Preliminary results from a geo-distributed LLM training prototype that treats networking constraints as first-order design concerns are presented, motivating adaptive networking support for synchronization, compression, placement, telemetry, and recovery in geo-distributed LLM training.

Ziyue Luo, Jiaxuan Cai, Cedric Le Denmat et al. · Conference on Applications,... · 0 citations

Jul 2026

Toward a Unified Statistical Theory of Unsupervised Pretraining and Supervised Neural Knowledge Graph Learning

A nonasymptotic risk bound is established that disentangles pretraining representation error from labeled-sample complexity, formally quantifying the benefit of large-scale unlabeled data for downstream knowledge prediction.

Jifan Zhang, Mikl'os Z. R'acz, Suqi Liu · arXiv.org · 0 citations