[09/2025] Our Pattern Recognition special issue on "Foundation Models for Anomaly Detection, Reasoning, and Recovery" starts to accept submission until July 30, 2026
[09/2025] Honored to be named in the list of The World's Top 2% Scientists 2025 in both career-long and single-year categories (first time named in the career-long category; rank is 26K in 2024 and lifted to 13K this year, subfield rank is 645 out of 458,615 authors).
[09/2025] Invited to give a keynote talk ACM ICAIF 2025 workshop on AI for Financial Fraud Detection & Prevention, November 15-16, 2025
[09/2025] Three papers on graph anomaly detection, LLM hallucinations, time series foundation models are accepted to NeurIPS 2025
[09/2025] One tutorial on graph anomaly detection is accepted to AAAI 2026
[09/2025] One tutorial on financial graph learning is accepted to ICAIF 2025
[08/2025] One paper on few-shot anomaly detection is accepted to CIKM 2025
[07/2025] One paper on joint class-incremental learning and OOD detection is accepted to Pattern Recognition
[07/2025] Congratulations to Jiawen and Hezhe for receiving both the 2025 SMU SCIS Dean's List and the 2025 SMU Presidential Doctoral Fellowship awards for their significant PhD research achievements
[06/2025] Two papers on VLM-enabled anomaly and out-of-distribution detection are accepted to ICCV 2025
[06/2025] One survey paper on deep graph anomaly detection is accepted to TKDE
[05/2025] Two papers on foundation models for graph anomaly detection are accepted to KDD 2025
[05/2025] Two papers on graph transformers and spatial-temporal forecasting are accepted to ICML 2025
[04/2025] Two papers on zero-shot graph anomaly detection and LLM-driven time series forecasting are accepted to IJCAI 2025
[04/2025] One tutorial proposal on foundation models in visual anomaly detection is accepted to ICCV 2025
[04/2025] One tutorial proposal on deep graph anomaly detection is accepted to IJCAI 2025
[04/2025] One paper on open-world object detection is accepted to TNNLS
[03/2025] Honored to give a keynote talk at WACV 2025 Workshop on Automated Spatial and Temporal Anomaly Detection (ASTAD@WACV 2025)
[02/2025] One paper on image enhancement is accepted to CVPR 2025
[02/2025] One paper on graph anomaly detection is accepted to TKDD
[02/2025] One paper on LLM-driven log anomaly detection is accepted to PAKDD 2025
[02/2025] One paper on continual learning of multimodal LLMs is accepted to TNNLS
[01/2025] One paper on open-set graph anomaly detection is accepted to ICLR 2025
[11/2024] One paper on image anomaly detection with data contamination is accepted to WACV 2025
[09/2024] Three papers on graph anomaly detection, OOD detection, and graph continual learning are accepted to NeurIPS 2024
[09/2024] Honored to be named in the list of The World's Top 2% Scientists 2024 in the single year category (lifting from a rank of ~84K in 2023 to ~26K this year)
[08/2024] Congratulations to Jiawen and Hezhe for receiving the 2024 SMU Presidential Doctoral Fellowship award
[08/2024] One paper on graph data augmentation is accepted to Neural Networks
[08/2024] Honored to give a keynote talk at IJCAI 2024 Workshop on Anomaly Detection with Foundation Models (ADFM@IJCAI 2024)
[07/2024] Two papers on detection of video anomalies and OODs are accepted to ACM Multimedia 2024
[07/2024] One paper on graph continual learning is accepted to ECAI 2024
[07/2024] Honored to receive the Lee Kong Chian Fellowship award for research excellence
[06/2024] One paper on predicting bacterial toxins is accepted to Bioinformatics
[05/2024] One paper on time series anomaly detection is accepted to ECMLPKDD 2024
[05/2024] One paper on cluster-wide malfunction detection is accepted to KDD 2024
[04/2024] One paper on time series anomaly detection is accepted to TKDE
[04/2024] Our survey paper on self-supervised learning for time series data is accepted to TPAMI
[03/2024] One paper on time series anomaly detection is accepted to ICDE 2024
[02/2024] Four papers on open-set, open-vocabulary, and generalist AD, and negative prompts for OOD detection are accepted to CVPR 2024
[01/2024] One paper on time series anomaly detection is accepted to Web Conference 2024
[01/2024] One paper on foundation model-enabled zero-shot anomaly detection is accepted to ICLR 2024
[01/2024] One paper on zero-shot recognition in open worlds is accepted to Pattern Recognition
[01/2024] Our workshop "Visual Anomaly and Novelty Detection (VAND)" is accepted to CVPR 2024. Stay tuned!