My name is Lin Zhang (张林 in Chinese). I got my Ph.D from University at Albany - State University of New York and my advisor is Prof.Petko Bogdanov. My research interests include data mining and management with a focus on graph data and applications to social sociology. I have published papers in major international conferences in data mining, such as KDD, CIKM, ICDM, SDM, PKDD.
I am now a research scientist @Tencent.com. My research interests include graph neural networks (GNNs), automated machine learning (AutoML), matrix/tensor factorization; applications to social networks, computational biology, and chemistry.
CORE: Connectivity Optimization via REinforcement Learning in WANETs.
Alexander Gorovits, Karyn Doke, Lin Zhang, Mariya Zheleva and Petko Bogdanov. IEEE International Conference on Sensing, Communication and Networking (IEEE SECON 2021). [BIB]
SYMMeTRy: Exploiting MIMO Self-Similarity for Under-Determined Modulation Recognition.
Wei Xiong, Lin Zhang, Maxwel McNeil, Petko Bogdanov, and Mariya Zheleva. IEEE Transactions on Mobile Computing (TMC)，2021. [BIB]
AURORA: A Unified fRamework fOR Anomaly detection on multivariate time series.
Lin Zhang, Wenyu Zhang, Maxwell J McNeil, Nachuan Chengwang, David S. Matteson, Petko Bogdanov. The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery (ECML-PKDD), 2020. [code ] [BIB]
Learning period from incomplete multivariate time series.
Lin Zhang, Alexander Gorovits, Wenyu Zhang, Petko Bogdanov. IEEE International Conference on Data Mining (ICDM), 2020. [code] [BIB]
Exploiting Self-Similarity for Under-Determined MIMO Modulation Recognition.
Wei Xiong, Lin Zhang, Maxwell J McNeil, Petko Bogdanov, Mariya Zheleva.
IEEE International Conference on Computer Communications (INFOCOM), 2020. (Acceptance rate: 19.8%)
PERCeIDs: Periodic Community Detection
Lin Zhang, Alexander Gorovits, Petko Bogdanov.
IEEE International Conference on Data Mining (ICDM), 2019. (Full paper; Acceptance rate: 9.08%). [slides][code][BIB]
DSL: Discriminative Subgraph Learning via Sparse Self-Representation.
Lin Zhang, Petko Bogdanov.
SIAM International Conference on Data Mining (SDM), 2019. (Acceptance rate: 22.7%). [poster][code][BIB]
Get In Touch
Open to Data Ming /Machine Learning /Artificial intelligence research/system collaboration opportunities. Besides, I am always looking for paper review, tutorial, workshop, and talk. Please reach out :)