Publications

Conference

READ: Robust and Efficient Anomaly Detection under Data Contamination and Limited Supervision

Shou, H., Lu, G., Pavlovski, M., Zhou, F.

Proc. 31st ACM SIGKDD Conf. Knowledge Discovery and Data Mining (KDD 2025)

Anomaly detection, Reinforcement learning

Conference

ReLKD: Inter-Class Relation Learning with Knowledge Distillation for Generalized Category Discovery

Zhou, F., Chen, Z., Pavlovski, M., Zhang, Y.

Proc. 28th European Conference on Artificial Intelligence (ECAI)

Anomaly detection, Reinforcement learning

Conference

Targeted Detection of Anomalous Merchants on Integrated Payment Platforms via Multifaceted Transaction Representation Learning

Lu, G., Lin, X., Pavlovski, M., Zhang, X., Zhou, F.

Proc. 2024 IEEE International Conference on Big Data (IEEE BigData)

Anomaly detection

Conference

GAD: A Generalized Framework for Anomaly Detection at Different Risk Levels

Wei, R., He, Z., Pavlovski, M., Zhou, F.

Proc. 33rd ACM International Conference on Information and Knowledge Management (CIKM)

Anomaly detection

Conference

A Robust Prioritized Anomaly Detection when Not All Anomalies are of Primary Interest

Lu, G., Zhou, F., Pavlovski, M., Zhou, C., Jin, C.

Proc. 40th IEEE International Conference on Data Engineering (ICDE)

Anomaly detection

Conference

Multi-Aspect Matching between Disentangled Representations of User Interests and Content for News Recommendation

Miao, Y., Pavlovski, M., Chen, Z., Zhou, F.

International Conference on Database Systems for Advanced Applications (DASFAA)

NLP, Online news, Recommender systems

Journal

Learning Legal Text Representations via Disentangling Elements

Miao, Y., Zhou, F., Pavlovski, M., Qian, W.

Expert Systems with Applications

Patent

Time-Preserving Embeddings

Gligorijevic, J., Stojkovic, I., Pavlovski, M., Agrawal, S., Gligorijevic, Dj., Ravindran, S., Tang, R.H.F., Komirishetty, S., Iyer, C., Bhamidipati, N.

U.S. Patent No. 11,868,886. Washington, DC: U.S. Patent and Trademark Office

Computational advertising, Web services

Patent

System and Method for Joint Predictive Modeling of Multiple Targeting Segments

Pavlovski, M., Gligorijevic, D., Gligorijevic, J., Stojkovic, I., Ravindran, S., Agrawal, S., Bhamidipati, N.

U.S. Patent Application No. 17/711,547

Computational advertising, Web services

Conference

Extreme Multi-Label Classification for Ad Targeting using Factorization Machines

Pavlovski, M., Ravindran, S., Gligorijevic, Dj., Agrawal, S., Stojkovic, I., Segura-Nunez, N., Gligorijevic, J.

Proc. 29th ACM SIGKDD Conf. Knowledge Discovery and Data Mining (KDD 2023)

Computational advertising, Web services