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Workshop
De novo PROTAC design using graph-based deep generative models
Divya Nori · Connor Coley · Rocío Mercado
Poster
Tue 9:00 Template based Graph Neural Network with Optimal Transport Distances
Cédric Vincent-Cuaz · Rémi Flamary · Marco Corneli · Titouan Vayer · Nicolas Courty
Workshop
Learning Dynamics and Structure of Complex Systems Using Graph Neural Networks
Zhe Li · Andreas Tolias · Xaq Pitkow
Poster
Thu 14:00 Learning on Arbitrary Graph Topologies via Predictive Coding
Tommaso Salvatori · Luca Pinchetti · Beren Millidge · Yuhang Song · Tianyi Bao · Rafal Bogacz · Thomas Lukasiewicz
Poster
On the role of overparameterization in off-policy Temporal Difference learning with linear function approximation
Valentin Thomas
Poster
Tue 9:00 Certifying Robust Graph Classification under Orthogonal Gromov-Wasserstein Threats
Hongwei Jin · Zishun Yu · Xinhua Zhang
Workshop
Graph Contrastive Learning with Cross-view Reconstruction
Qianlong Wen · Zhongyu Ouyang · Chunhui Zhang · Yiyue Qian · Yanfang Ye · Chuxu Zhang
Poster
Wed 9:00 Graph Reordering for Cache-Efficient Near Neighbor Search
Benjamin Coleman · Santiago Segarra · Alexander Smola · Anshumali Shrivastava
Poster
Thu 14:00 CGLB: Benchmark Tasks for Continual Graph Learning
Xikun Zhang · Dongjin Song · Dacheng Tao
Poster
Thu 14:00 Differentially Private Graph Learning via Sensitivity-Bounded Personalized PageRank
Alessandro Epasto · Vahab Mirrokni · Bryan Perozzi · Anton Tsitsulin · Peilin Zhong
Poster
Decoupled Self-supervised Learning for Graphs
Teng Xiao · Zhengyu Chen · Zhimeng Guo · Zeyang Zhuang · Suhang Wang
Poster
Thu 9:00 MAgNet: Mesh Agnostic Neural PDE Solver
Oussama Boussif · Yoshua Bengio · Loubna Benabbou · Dan Assouline