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45 Results
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Workshop
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Fri 8:10 |
Exploiting Variable Correlation with Masked Modeling for Anomaly Detection in Time Series Panagiotis Lymperopoulos · Yukun Li · Liping Liu |
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Workshop
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From Local to Global: Spectral-Inspired Graph Neural Networks Ningyuan Huang · Soledad Villar · Carey E Priebe · Da Zheng · Chengyue Huang · Lin Yang · Vladimir Braverman |
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Poster
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NeuroSchedule: A Novel Effective GNN-based Scheduling Method for High-level Synthesis Jun Zeng · Mingyang Kou · Hailong Yao |
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Poster
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DGraph: A Large-Scale Financial Dataset for Graph Anomaly Detection Xuanwen Huang · Yang Yang · Yang Wang · Chunping Wang · Zhisheng Zhang · Jiarong Xu · Lei Chen · Michalis Vazirgiannis |
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Poster
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SoftPatch: Unsupervised Anomaly Detection with Noisy Data Xi Jiang · Jianlin Liu · Jinbao Wang · Qiang Nie · Kai WU · Yong Liu · Chengjie Wang · Feng Zheng |
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Poster
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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 |
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Poster
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Tue 9:00 |
Few-Shot Fast-Adaptive Anomaly Detection Ze Wang · Yipin Zhou · Rui Wang · Tsung-Yu Lin · Ashish Shah · Ser Nam Lim |
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Workshop
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Influencer Detection with Dynamic Graph Neural Networks Elena Tiukhova · Emiliano Penaloza · María Óskarsdóttir · Hernan Garcia · Alejandro Bahnsen · Bart Baesens · Monique Snoeck · Cristián Bravo |
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Workshop
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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 |
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Workshop
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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 |
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Workshop
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Federated Continual Learning to Detect Accounting Anomalies in Financial Auditing Marco Schreyer · Hamed Hemati · Damian Borth · Miklos Vasarhelyi |
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Workshop
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Anomaly Detection with Multiple Reference Datasets in High Energy Physics Mayee Chen · Benjamin Nachman · Frederic Sala |