firstbacksecondback
99 Results
|
Poster
|
Wed 16:30 |
Can Graph Learning Improve Planning in LLM-based Agents? Xixi Wu · Yifei Shen · Caihua Shan · Kaitao Song · Siwei Wang · Bohang Zhang · Jiarui Feng · Hong Cheng · Wei Chen · Yun Xiong · Dongsheng Li |
|
|
Poster
|
Leveraging Contrastive Learning for Enhanced Node Representations in Tokenized Graph Transformers Jinsong Chen · Hanpeng Liu · John Hopcroft · Kun He |
||
|
Poster
|
Thu 16:30 |
Lambda: Learning Matchable Prior For Entity Alignment with Unlabeled Dangling Cases Hang Yin · Liyao Xiang · Dong Ding · Yuheng He · Yihan Wu · Pengzhi Chu · Xinbing Wang · Chenghu Zhou |
|
|
Poster
|
Thu 11:00 |
Geometry Awakening: Cross-Geometry Learning Exhibits Superiority over Individual Structures YADONG SUN · Xiaofeng Cao · Yu Wang · Wei Ye · Jingcai Guo · Qing Guo |
|
|
Poster
|
Wed 16:30 |
ARC: A Generalist Graph Anomaly Detector with In-Context Learning Yixin Liu · Shiyuan Li · Yu Zheng · Qingfeng Chen · Chengqi Zhang · Shirui Pan |
|
|
Poster
|
Fri 11:00 |
A Structure-Aware Framework for Learning Device Placements on Computation Graphs Shukai Duan · Heng Ping · Nikos Kanakaris · Xiongye Xiao · Panagiotis Kyriakis · Nesreen K. Ahmed · Peiyu Zhang · Guixiang Ma · Mihai Capotă · Shahin Nazarian · Theodore Willke · Paul Bogdan |
|
|
Workshop
|
Graph Representation of Local Environments for Learning High-Entropy Alloy Properties Hengrui Zhang · Ruishu Huang · Jie Chen · James Rondinelli · Wei Chen |
||
|
Poster
|
Leveraging Tumor Heterogeneity: Heterogeneous Graph Representation Learning for Cancer Survival Prediction in Whole Slide Images Junxian Wu · Xinyi Ke · XIAOMING JIANG · Huanwen Wu · Youyong Kong · Lizhi Shao |
||
|
Poster
|
Unified Graph Augmentations for Generalized Contrastive Learning on Graphs Jiaming Zhuo · Yintong Lu · Hui Ning · Kun Fu · bingxin niu · Dongxiao He · Chuan Wang · Yuanfang Guo · Zhen Wang · Xiaochun Cao · Liang Yang |
||
|
Poster
|
Wed 16:30 |
ProG: A Graph Prompt Learning Benchmark Chenyi Zi · Haihong Zhao · Xiangguo Sun · Yiqing Lin · Hong Cheng · Jia Li |
|
|
Workshop
|
Relational Deep Learning: Graph Representation Learning on Relational Databases Joshua Robinson · Rishabh Ranjan · Weihua Hu · Kexin Huang · Jiaqi Han · Alejandro Dobles · Matthias Fey · Jan Eric Lenssen · Yiwen Yuan · Zecheng Zhang · Xinwei He · Jure Leskovec |
||
|
Workshop
|
Cell ontology guided transcriptome foundation model XINYU YUAN · Zhihao Zhan · Zuobai Zhang · Manqi Zhou · Jianan Zhao · Boyu Han · Yue Li · Jian Tang |