Author

Chun-Yu Hu

h-index 2 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.

Open access 2026

When does heterogeneous structured evidence help? A unified benchmark for structured-data modeling

The introduction of Trimodal Structured-Data Benchmark (TSDBench), an entity-centric benchmark for evaluating multimodal structured-data learning, highlights the need for more adaptive multimodal learning methods capable of selectively leveraging heterogeneous structured evidence.

Kai-Jie Cheng, Nuo-Yue Xu, Xing-Xuan Zhang et al. · AI Plus · 0 citations

Jul 2026

Surprisingly Simple and Effective Multi-Domain Graph Foundation Model through Graph-to-Table Alignment

GTAlign is proposed, a surprisingly simple yet effective Graph-to-Table Alignment framework for text-free Graph Foundation Model, and a community-guided continual pre-training, where pseudo-labels derived from graph community are used to construct few-shot prediction episodes.

Chunyu Hu, Tianyin Liao, Ge Lan et al. · arXiv.org · 0 citations