[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 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!
[12/2023] Three papers on video anomaly detection, OOD detection in long-tailed recognition, and open-vocabulary object detection are accepted to AAAI 2024
[11/2023] One paper on graph self-supervised learning is accepted to TNNLS
[10/2023] Our DSAA 2023 paper received the Best Paper Award of the Applications Track
[10/2023] Honored to be named in the list of The World's Top 2% Scientists 2023 in the single year category (a climb from a rank of ~270K in 2022 to ~84K this year)
[09/2023] One paper on graph anomaly detection is accepted to NeurIPS 2023
[07/2023] One paper on heterogeneous graph-level anomaly detection is accepted to DSAA 2023
[07/2023] Three papers on anomaly detection and OOD detection are accepted to ICCV 2023
[07/2023] One paper on semi-supervised anomaly detection is accepted to Information Processing & Management (IP&M).
[06/2023] Invited to be Publication Co-chair of IEEE CAI 2024 (IEEE Conference on AI)
[06/2023] One paper on medical image anomaly detection and segmentation is accepted to Medical Image Analysis (MedIA)
[06/2023] One paper on graph-level anomaly detection is accepted to ECML/PKDD 2023
[05/2023] One paper on weakly-supervised anomaly detection is accepted to KDD 2023
[05/2023] One tutorial on anomaly detection is accepted to IJCAI 2023
[04/2023] One paper on deep isolation forest is accepted to TKDE.
[04/2023] Our tutorial on "Revolutionizing Anomaly Detection: Approaches and Guidelines" is accepted to ECML/PKDD 2023
[02/2023] One paper on few-shot open-set recognition is accepted to CVPR 2023
[02/2023] Our tutorial on "Recent Advances in Anomaly Detection" is accepted to CVPR 2023