Author

Zhixuan Qiu

h-index 0 View on Semantic Scholar

We have 1 of 2 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 Aug 2026

Task-Specific Prompt with Global Context for Multi-Task Graph Pre-Training

TPGC is proposed, a dual-prior prompt initialization solution that explicitly models the synergy between task prior and structural prior, and achieves consistently better performance under few-shot settings than state-of-the-art baselines, with fewer downstream tunable parameters and lower runtime.

Zhixuan Qiu, Yang-Tao Wang, Xiaocui Li et al. · 0 citations