Jin Li

12 papers B 3Journal 8Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Drift-Aware Variational Autoencoder-based Anomaly Detection with Two-level Ensembling.
CoRR
Jin Li, Kleanthis Malialis, Christos G. Panayiotou, Marios M. Polycarpou
2026 J jnl
Drift-aware variational autoencoder-based anomaly detection with two-level ensembling.
Neurocomputing
Jin Li, Kleanthis Malialis, Christos G. Panayiotou, Marios M. Polycarpou
2026 J jnl
Resilient Class-Incremental Learning: on the Interplay of Drifting, Unlabelled and Imbalanced Data Streams.
CoRR
Jin Li, Kleanthis Malialis, Marios M. Polycarpou
2025 J jnl
Online Detection of Water Contamination Under Concept Drift.
CoRR
Jin Li, Kleanthis Malialis, Stelios G. Vrachimis, Marios M. Polycarpou
2025 — conf
Unsupervised Online Detection of Pipe Blockages and Leakages in Water Distribution Networks.
SysTol
Jin Li, Kleanthis Malialis, Stelios G. Vrachimis, Marios M. Polycarpou
2025 J jnl
Unsupervised Online Detection of Pipe Blockages and Leakages in Water Distribution Networks.
CoRR
Jin Li, Kleanthis Malialis, Stelios G. Vrachimis, Marios M. Polycarpou
2024 B conf
Incremental Learning with Concept Drift Detection and Prototype-based Embeddings for Graph Stream Classification.
IJCNN
Kleanthis Malialis, Jin Li, Christos G. Panayiotou, Marios M. Polycarpou
2024 J jnl
Incremental Learning with Concept Drift Detection and Prototype-based Embeddings for Graph Stream Classification.
CoRR
Kleanthis Malialis, Jin Li, Christos G. Panayiotou, Marios M. Polycarpou
2024 B conf
Unsupervised Incremental Learning with Dual Concept Drift Detection for Identifying Anomalous Sequences.
IJCNN
Jin Li, Kleanthis Malialis, Christos G. Panayiotou, Marios M. Polycarpou
2024 J jnl
Unsupervised Incremental Learning with Dual Concept Drift Detection for Identifying Anomalous Sequences.
CoRR
Jin Li, Kleanthis Malialis, Christos G. Panayiotou, Marios M. Polycarpou
2023 B conf
Autoencoder-based Anomaly Detection in Streaming Data with Incremental Learning and Concept Drift Adaptation.
IJCNN
Jin Li, Kleanthis Malialis, Marios M. Polycarpou
2023 J jnl
Autoencoder-based Anomaly Detection in Streaming Data with Incremental Learning and Concept Drift Adaptation.
CoRR
Jin Li, Kleanthis Malialis, Marios M. Polycarpou