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11 Results

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Poster
Wed 14:00 HOPE: High-order Graph ODE For Modeling Interacting Dynamics
Xiao Luo · Jingyang Yuan · Zijie Huang · Huiyu Jiang · Yifang Qin · Wei Ju · Ming Zhang · Yizhou Sun
Workshop
Learning Stochastic Dynamical Systems as an Implicit Regularization with Graph Neural Network
Jin Guo · Ting Gao · Yufu Lan · Peng Zhang · Sikun Yang · Jinqiao Duan
Poster
Wed 17:00 GRAFENNE: Learning on Graphs with Heterogeneous and Dynamic Feature Sets
Shubham Gupta · Sahil Manchanda · Sayan Ranu · Srikanta Bedathur
Poster
Tue 17:00 Graph Switching Dynamical Systems
Yongtuo Liu · Sara Magliacane · Miltiadis (Miltos) Kofinas · Efstratios Gavves
Workshop
DBGDGM: A Dynamic Brain Graph Deep Generative Model
Simeon Spasov · Alexander Campbell · Nicola Toschi · Pietro Lió
Workshop
Geometric Constraints in Probabilistic Manifolds: A Bridge from Molecular Dynamics to Structured Diffusion Processes
Justin Diamond · Markus Lill
Workshop
DynDepNet: Learning Time-Varying Dependency Structures from fMRI Data via Dynamic Graph Structure Learning
Alexander Campbell · Antonio Zippo · Luca Passamonti · Nicola Toschi · Pietro Lió
Workshop
DynDepNet: Learning Time-Varying Dependency Structures from fMRI Data via Dynamic Graph Structure Learning
Alexander Campbell · Antonio Zippo · Luca Passamonti · Nicola Toschi · Pietro Lió
Workshop
Predicting Properties of Amorphous Solids with Graph Network Potentials
Muratahan Aykol · Jennifer Wei · Simon Batzner · Amil Merchant · Ekin Dogus Cubuk
Poster
Thu 13:30 Modeling Dynamic Environments with Scene Graph Memory
Andrey Kurenkov · Michael Lingelbach · Tanmay Agarwal · Emily Jin · Chengshu Li · Ruohan Zhang · Li Fei-Fei · Jiajun Wu · Silvio Savarese · Roberto Martín-Martín
Poster
Thu 16:30 Efficient Graph Field Integrators Meet Point Clouds
Krzysztof Choromanski · Arijit Sehanobish · Han Lin · YUNFAN ZHAO · Eli Berger · Tetiana Parshakova · Qingkai Pan · David Watkins · Tianyi Zhang · Valerii Likhosherstov · Somnath Basu Roy Chowdhury · Kumar Avinava Dubey · Deepali Jain · Tamas Sarlos · Snigdha Chaturvedi · Adrian Weller