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Workshop
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Learning Dynamics and Structure of Complex Systems Using Graph Neural Networks
Zhe Li · Andreas Tolias · Xaq Pitkow
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Poster
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Wed 14:00
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Learning Audio-Visual Dynamics Using Scene Graphs for Audio Source Separation
Moitreya Chatterjee · Narendra Ahuja · Anoop Cherian
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Workshop
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RLCG: When Reinforcement Learning Meets Coarse Graining
Shenghao Wu · Tianyi Liu · Zhirui Wang · Wen Yan · Yingxiang Yang
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Workshop
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Multiresolution Mesh Networks For Learning Dynamical Fluid Simulations
Bach Nguyen · Truong Son Hy · Long Tran-Thanh · Risi Kondor
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Workshop
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De novo PROTAC design using graph-based deep generative models
Divya Nori · Connor Coley · Rocío Mercado
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Poster
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Thu 9:00
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Neural Temporal Walks: Motif-Aware Representation Learning on Continuous-Time Dynamic Graphs
Ming Jin · Yuan-Fang Li · Shirui Pan
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Poster
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Wed 9:00
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Learning Modular Simulations for Homogeneous Systems
Jayesh Gupta · Sai Vemprala · Ashish Kapoor
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Poster
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Wed 9:00
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Towards Better Evaluation for Dynamic Link Prediction
Farimah Poursafaei · Shenyang Huang · Kellin Pelrine · Reihaneh Rabbany
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Poster
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Wed 14:00
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Learning Articulated Rigid Body Dynamics with Lagrangian Graph Neural Network
Ravinder Bhattoo · Sayan Ranu · N M Anoop Krishnan
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Workshop
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Learning Dynamic Graph Embeddings Using Random Walk With Temporal Backtracking
Chenghan Huang · Lili Wang · Xinyuan Cao · Weicheng Ma · Soroush Vosoughi
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Workshop
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Learning Heterogeneous Interaction Strengths by Trajectory Prediction with Graph Neural Network
Seungwoong Ha · Hawoong Jeong
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Workshop
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Dynamic Collaborative Multi-Agent Reinforcement Learning Communication for Autonomous Drone Reforestation
Philipp Siedler
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