作者位次 #5/5ICML 2026Poster· Deep Learning / Graph Neural Networks
Entangled No More: Multi-Domain Decoupling for Robust Dynamic Graph Neural Networks
Youda Mo · Chaobo He · Junwei Cheng · Peng Mei · Quanlong Guan
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Youda Mo · Chaobo He · Junwei Cheng · Peng Mei · Quanlong Guan
Ziliang Chen · Yulu Li · Liangda Fang · jusheng zhang · Yongsen Zheng · Quanlong Guan · Xipeng Chen
Cheng Liu · Yiping Wang · Quanlong Guan · Chaobo He · Xingyu Zhu · Liangda Fang
Large Vision--Language Models (LVLMs) frequently fail on knowledge-intensive educational video QA despite the presence of requisite visual evidence. Through region-level analysis, we identify a systematic evidence-suppression pattern: task-critical tokens (e.g., diagrams) exhibit lower representa...
Xinghe Cheng · Zihan Zhang · Jiapu Wang · Liangda Fang · Chaobo He · Quanlong Guan · Shirui Pan · Weiqi Luo
Linmao Chen · Chaobo He · Junwei Cheng · Chunying Li · Quanlong Guan