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Workshop
Fri 6:50 Graph Learning for Industrial Applications: Finance, Crime Detection, Medicine and Social Media
Manuela Veloso · John Dickerson · Senthil Kumar · Eren K. · Jian Tang · Jie Chen · Peter Henstock · Susan Tibbs · Ani Calinescu · Naftali Cohen · C. Bayan Bruss · Armineh Nourbakhsh
Workshop
Fri 7:50 Transformer-based normative modelling for anomaly detection of early schizophrenia
Pedro Ferreira da Costa · Jessica Dafflon · Sergio Mendes · João Sato · M. Jorge Cardoso · Robert Leech · Emily Jones · Walter Lopez Pinaya
Poster
Thu 14:00 BOND: Benchmarking Unsupervised Outlier Node Detection on Static Attributed Graphs
Kay Liu · Yingtong Dou · Yue Zhao · Xueying Ding · Xiyang Hu · Ruitong Zhang · Kaize Ding · Canyu Chen · Hao Peng · Kai Shu · Lichao Sun · Jundong Li · George H Chen · Zhihao Jia · Philip S Yu
Workshop
Influencer Detection with Dynamic Graph Neural Networks
Elena Tiukhova · Emiliano Penaloza · María Óskarsdóttir · Hernan Garcia · Alejandro Bahnsen · Bart Baesens · Monique Snoeck · Cristián Bravo
Workshop
Federated Continual Learning to Detect Accounting Anomalies in Financial Auditing
Marco Schreyer · Hamed Hemati · Damian Borth · Miklos Vasarhelyi
Workshop
Anomaly Detection with Multiple Reference Datasets in High Energy Physics
Mayee Chen · Benjamin Nachman · Frederic Sala
Poster
Tue 9:00 Few-Shot Fast-Adaptive Anomaly Detection
Ze Wang · Yipin Zhou · Rui Wang · Tsung-Yu Lin · Ashish Shah · Ser Nam Lim
Poster
Wed 14:00 GraphDE: A Generative Framework for Debiased Learning and Out-of-Distribution Detection on Graphs
Zenan Li · Qitian Wu · Fan Nie · Junchi Yan
Poster
Thu 14:00 ADBench: Anomaly Detection Benchmark
Songqiao Han · Xiyang Hu · Hailiang Huang · Minqi Jiang · Yue Zhao
Workshop
Anomaly Detection in Multiplex Dynamic Networks: from Blockchain Security to Brain Disease Prediction
Ali Behrouz · Margo Seltzer
Affinity Workshop
Frugal AI perspective for anomaly detection via CRISP Methodology
Mériem Jaïdane
Poster
A Unified Model for Multi-class Anomaly Detection
Zhiyuan You · Lei Cui · Yujun Shen · Kai Yang · Xin Lu · Yu Zheng · Xinyi Le