Yide Qiu

PhD student, Nanjing University of Science and Technology

3 papers at NeurIPS 2025

Homepage· OpenReview· Semantic Scholar· Google Scholar

Poster Session 1

1 paper

Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Learn and Ensemble Bridge Adapters for Multi-domain Task Incremental Learning

#5300 · Ziqi Gu, Chunyan Xu, Wenxuan Fang, Xin Liu, Yide Qiu, Zhen Cui

We propose LEBA, a framework that mitigates forgetting and enhances generalization in multi-domain continual learning via Schrödinger bridge-based optimization and progressive adapter ensembling.

Poster Session 4

1 paper

Thursday, December 4, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

One for All: Universal Topological Primitive Transfer for Graph Structure Learning

#5514 · Yide Qiu, Tong Zhang, Xing Cai, Hui Yan, Zhen Cui

Poster Session 5

1 paper

Friday, December 5, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

UniHG: A Large-scale Universal Heterogeneous Graph Dataset and Benchmark for Representation Learning and Cross-Domain Transferring

#5202 · Yide Qiu, Tong Zhang, Shaoxiang Ling, Xing Cai, Ziqi Gu, Zhen Cui

Dataset and Method for the Large-scale Universal Heterogeneous Graph.