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(27 events)   Timezone:  
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Sat Dec 03 05:30 AM -- 06:00 AM (PST) None
Opening Remark
In Temporal Graph Learning Workshop
Kellin Pelrine
Sat Dec 03 06:00 AM -- 06:15 AM (PST) None
Spotlight: Time-Evolving Conditional Character-centric Graphs for Movie Understanding
In Temporal Graph Learning Workshop
Long Dang · Thao Le · Vuong Le · Tu Minh Phuong · Truyen Tran
Sat Dec 03 06:15 AM -- 06:30 AM (PST) None
Spotlight: Scalable Spatiotemporal Graph Neural Networks
In Temporal Graph Learning Workshop
Andrea Cini · Ivan Marisca · Filippo Maria Bianchi · Cesare Alippi
Sat Dec 03 06:30 AM -- 06:45 AM (PST) None
Spotlight: Imperceptible Adversarial Attacks on Discrete-Time Dynamic Graph Models
In Temporal Graph Learning Workshop
Kartik Sharma · Rakshit Trivedi · Rohit Sridhar · Srijan Kumar
Sat Dec 03 06:45 AM -- 07:00 AM (PST) None
Spotlight: Anomaly Detection in Multiplex Dynamic Networks: from Blockchain Security to Brain Disease Prediction
In Temporal Graph Learning Workshop
Ali Behrouz · Margo Seltzer
Sat Dec 03 07:00 AM -- 07:30 AM (PST) None
KeyNote 1 by S. Mehran Kazemi : Learning and Reasoning with Temporal Knowledge Graphs
In Temporal Graph Learning Workshop
Seyed Mehran Kazemi
Sat Dec 03 07:30 AM -- 08:00 AM (PST) None
KeyNote 2 by Bryan Hooi : Temporal Graph Learning: Some Challenges and Recent Directions
In Temporal Graph Learning Workshop
Bryan Hooi
Sat Dec 03 08:00 AM -- 08:30 AM (PST) None
Coffee Break
In Temporal Graph Learning Workshop
Sat Dec 03 08:30 AM -- 10:00 AM (PST) None
Poster Session
In Temporal Graph Learning Workshop
Sat Dec 03 10:00 AM -- 11:30 AM (PST) None
Lunch Break
In Temporal Graph Learning Workshop
Sat Dec 03 11:30 AM -- 12:00 PM (PST) None
KeyNote 3 by Vikas Garg: Provably Powerful Temporal Graph Networks
In Temporal Graph Learning Workshop
Vikas Garg
Sat Dec 03 12:00 PM -- 12:30 PM (PST) None
KeyNote 4 by Srijan Kumar: Temporal GNNs for Web Safety and Integrity
In Temporal Graph Learning Workshop
Srijan Kumar
Sat Dec 03 12:30 PM -- 01:00 PM (PST) None
KeyNote 5 by Pan Li: Representation learning for predicting temporal network evolution
In Temporal Graph Learning Workshop
Pan Li
Sat Dec 03 01:00 PM -- 01:30 PM (PST) None
Coffee Break
In Temporal Graph Learning Workshop
Sat Dec 03 01:30 PM -- 02:30 PM (PST) None
Panel
In Temporal Graph Learning Workshop
Vikas Garg · Pan Li · Srijan Kumar · Emanuele Rossi · Shenyang Huang
Sat Dec 03 02:30 PM -- 03:00 PM (PST) None
Closing Remark
In Temporal Graph Learning Workshop
Reihaneh Rabbany
None
Approximate Bayesian Computation for Panel Data with Signature Maximum Mean Discrepancies
In Temporal Graph Learning Workshop
Joel Dyer · John Fitzgerald · Bastian Rieck · Sebastian Schmon
None
A Simple But Powerful Graph Encoder for Temporal Knowledge Graph Completion
In Temporal Graph Learning Workshop
Zifeng Ding · Yunpu Ma · Bailan He · Zhen Han · Volker Tresp
None
Anomaly Detection in Multiplex Dynamic Networks: from Blockchain Security to Brain Disease Prediction
In Temporal Graph Learning Workshop
Ali Behrouz · Margo Seltzer
None
Imperceptible Adversarial Attacks on Discrete-Time Dynamic Graph Models
In Temporal Graph Learning Workshop
Kartik Sharma · Rakshit Trivedi · Rohit Sridhar · Srijan Kumar
None
On the Evaluation of Methods for Temporal Knowledge Graph Forecasting
In Temporal Graph Learning Workshop
Julia Gastinger · Timo Sztyler · Anett Schuelke · Lokesh Sharma
None
TTERGM: Social Theory-Driven network simula
In Temporal Graph Learning Workshop
Yifan Huang · Clayton Barham · Eric Page · Pamela K Douglas
None
Learning Dynamic Graph Embeddings Using Random Walk With Temporal Backtracking
In Temporal Graph Learning Workshop
Chenghan Huang · Lili Wang · Xinyuan Cao · Weicheng Ma · Soroush Vosoughi
None
Influencer Detection with Dynamic Graph Neural Networks
In Temporal Graph Learning Workshop
Elena Tiukhova · Emiliano Penaloza · María Óskarsdóttir · Hernan Garcia · Alejandro Bahnsen · Bart Baesens · Monique Snoeck · Cristián Bravo
None
Time-Evolving Conditional Character-centric Graphs for Movie Understanding
In Temporal Graph Learning Workshop
Long Dang · Thao Le · Vuong Le · Tu Minh Phuong · Truyen Tran
None
Polarization identification on multiple timescale using representation learning on temporal graphs in Eulerian description
In Temporal Graph Learning Workshop
Victor Chomel · Nathanaël Cuvelle--Magar · Maziyar Panahi · David Chavalarias
None
Scalable Spatiotemporal Graph Neural Networks
In Temporal Graph Learning Workshop
Andrea Cini · Ivan Marisca · Filippo Maria Bianchi · Cesare Alippi