Zhirong Huang

PhD student, University of the Chinese Academy of Sciences

2 papers at NeurIPS 2025

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

Restricted Global-Aware Graph Filters Bridging GNNs and Transformer for Node Classification

#3813 · Jingyuan Zhang, Xin Wang, Lei Yu, Zhirong Huang, Li Yang, Fengjun Zhang

Transformers fall short of surpassing the performance ceiling of GNNs, but introducing appropriate constraints can effectively enhance the generalization of GNNs.

Poster Session 6

1 paper

Friday, December 5, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Multi-SWE-bench: A Multilingual Benchmark for Issue Resolving

#408 · Daoguang Zan, Zhirong Huang, Wei Liu, Hanwu Chen, Shulin Xin, Linhao Zhang, Qi Liu, Aoyan Li, Lu Chen, Xiaojian Zhong, Siyao Liu, Yongsheng Xiao, Liangqiang Chen, Yuyu Zhang, Jing Su, Tianyu Liu, RUI LONG, Ming Ding, liang xiang

A multilingual issue resolving benchmark, Multi-SWE-bench, with 2,132 human-validated GitHub issues across 8 widely used programming languages