Academic

I have been very fortunate to be advised by Prof. Ping Wang, and to be able to collaborate with Prof. Danijela Cabric in a research camp.

Research Interests:

My research interests are in machine learning, optimization, and distributed systems. I specified federated and on-device learning, distributed optimization, and their application to data analytics, IoT systems, and future intelligent wireless networks.

I am also highly interested in concepts including LLM, GenAI, and the nexus between those techniques and federated learning for task-specific applications

Check the CV for more details.

Professional Activities

Conference Presentations

• Model-heterogeneous Federated Learning with Partial Model Training
  IEEE International Conference on Communications in China (ICCC), Dalian, 2023

• Probabilistic Node Selection for Federated Learning with Heterogeneous Data in Mobile Edge
  IEEE International Conference on Communications (WCNC), Austin, 2022

• Fast-Convergent Federated Learning with Adaptive Weighting.
  IEEE International Conference on Communications (ICC), Montreal, 2021

• An Iterative Adaptive Dictionary Learning Approach for Multiple Snapshot DOA Estimation.
  IEEE Conference on Signal Processing (ICSP), Beijing, 2018

• Construction of Compressed Sensing Matrix Based on Complementary Sequence.
  IEEE Conference on Communication Technology (ICCT), Chengdu, 2017

Workshop

• Canadian Student Reading Group on Data Science, UBC.   Virtual, 2021

• Communication & Information Theory, Xidian University   Xi’ an, 2018

Reviewer

• IEEE Transactions on Knowledge and Data Engineering
• IEEE Transaction on Wireless Communication
• IEEE Transaction on Mobile Computing
• IEEE Transactions on Cognitive Communications and Networking
• IEEE Communications Letters
• IEEE Open Journal of the Communications Society
• IEEE Open Journal of Signal Processing
• IEEE Network magazine
• International Conference on Artificial Intelligence and Statistics (AISTATS) 2023
• IEEE Proceedings: ICC, GLOBECOM, WCNC, VTC

Teaching Assistant

York University

• EECS 4215: Mobile Communications (Winter 2021 & 2022)
• EECS 4214: Digital Communications (Fall 2021)
• EECS 3214: Communication Networks (Fall 2020)
• EECS 3213: Computer Network Protocols and Applications (Fall 2021)

Research camps

• Wireless Communications System Design (2019 - 2022)
  Prof. Danijela Cabric, University of California, Los Angles

• Understanding Transistors and the Microelectronics Industry (Aug. 2019)
  Prof. Ya-hong Xie , University of California, Los Angles

• Information Dissemination and Aggregation for the Next Decade (Jan. 2019)
  Prof. Bernhard Haeupler, Carnegie Mellon University