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🏛 Donghua University

5 papers across 3 sessions

Poster Session 3

1 paper
Thursday, December 4, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
Point or Line? Using Line-based Representation for Panoptic Symbol Spotting in CAD Drawings
#4900 · Xingguang Wei, Haomin Wang, Shenglong Ye, Ruifeng Luo, Zhang, Lixin Gu, Jifeng Dai, Yu Qiao, Wenhai Wang, Hongjie Zhang

Poster Session 4

1 paper
Thursday, December 4, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
Revolutionizing Graph Aggregation: From Suppression to Amplification via BoostGCN
#2616 · Jiaxin Wu, Chenglong Pang, Guangxiong Chen, Jie Zhao

BoostGCN makes a breakthrough in transforming graph aggregation from information suppression to information amplification, resulting in significant improvements in performance and efficiency.

Poster Session 5

3 papers
Friday, December 5, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
ArchCAD-400K: A Large-Scale CAD drawings Dataset and New Baseline for Panoptic Symbol Spotting
#1611 · Ruifeng Luo, Zhengjie Liu, Tianxiao Cheng, Jie Wang, Tongjie Wang, Fei Cheng, Fu Chai, Yanpeng Li, Xingguang Wei, Haomin Wang, Shenglong Ye, Wenhai Wang, Zhang, Yu Qiao, Hongjie Zhang, Xianzhong Zhao
Whose Instructions Count? Resolving Preference Bias in Instruction Fine-Tuning
#109 · Jiayu Zhang, Changbang Li, Yinan Peng, Weihao Luo, Peilai Yu, Xuan Zhang
Synergy over Discrepancy: A Partition-Based Approach to Multi-Domain LLM Fine-Tuning
#2713 · Hua Ye, Siyuan Chen, Haoliang Zhang, Weihao Luo, Yanbin Li, Xuan Zhang