Tanmoy Chowdhury
Data Scientist & Software Developer
Education
Ph.D. in Information Technology (2023)
George Mason University, USA
Dissertation: Cross domain reasoning based on graph deep learning [Dissertation Link] [Presentation Link]
M.S. in Applied Information Technology (2018)
George Mason University
Concentration: Cyber-Human Systems
M.Sc. in Biomedical Engineering (2016)
University of Ulsan, South Korea
Thesis: Development of a shooting training system using motion sensors and smartphone
B.Sc. in Electrical & Electronics Engineering (2011)
Chittagong University of Engineering & Technology, Bangladesh
Thesis: Prospects of smart grid in Bangladesh
Experience
Senior Programmer Analyst
Richland County Government, USA
September, 2023~ Present
Research Topic: Influence MaximizationPostdoctoral Fellow
Emory University, USA
June, 2023~ September, 2023
Supervisor: Dr. Liang Zhao
Research Topic: Influence Maximization
Research Assistant
July, 2019~ Present
Research Topics: Data Mining, Deep Learning, Reasoning, Graph Neural Networks, Natural Language Processing, Influence Maximization, Source Localization
July, 2020~ May, 2021
Research Topic: Machine Learning in Computer-Aided Design
Center for Secure Information Systems, USA
October, 2018 ~ July, 2019
Fingerprint Template Protection
Biometric Pin
Gender Estimation from Fingerprint
Computational Neural Engineering lab, S. Korea
February, 2014 ~ May, 2016
Research Topics:
Development of a shooting motion tracking system using a Smartphone and a wireless motion sensor
Developing a smart watch accelerometer & Smartphone based gun shooting training system
Effects of electrode position in Cochlear Implementation
Teaching Assistant
August, 2016 ~ May, 2023
Courses:
IT 106 ( Introduction to IT Problem Solving Using Computer Programming)
IT 109 (Introduction to Programming)
IT 209 (Introduction to Object Oriented Programming)
IT 306 (Data Structures and Algorithms in Java)
IT 309 (Data Structures and Algorithms in Python)
BENG 320 (Bioengineering Signal and Systems)
BENG 380 (Introduction to Circuits and Electronics)
Assistant Engineer
Western Fishers Shipyard Ltd., Bangladesh
June, 2012 ~ January, 2014
Key Roles:
Project in-charge of electrification of ship
Designing and supervising the electrical installation, operation, commissioning, and maintenance
Installing & performing the commission of navigation equipment (SSB, VHF, GPS, satellite compass, radar, autopilot, and rudder angle indicator), and fishing equipment (echosounder, trawl sonar, and hull sonar)
Publications
Chowdhury, Tanmoy, Chen Ling, Junji Jiang, Junxiang Wang, My T. Thai, and Liang Zhao. "Deep Graph Representation Learning Influence Maximization with Accelerated Inference." Neural Networks, 2024. (Under review. Available at SSRN 4663083.)
Do Nguyen, Tanmoy Chowdhury, Chen Ling, Liang Zhao, and My T Thai. Mim-reasoner: Learning with theoretical guarantees for multiplex influence maximization. In AISTATS, 2024. (Accepted)
Chowdhury, Tanmoy, Chen Ling, Xuchao Zhang, Xujiang Zhao, Guangji Bai, Jian Pei, Haifeng Chen, and Liang Zhao. "Knowledge-enhanced Neural Machine Reasoning: A Review." arXiv preprint arXiv:2302.02093 (2023).
Ling, Chen, Xujiang Zhao, Jiaying Lu, Chengyuan Deng, Can Zheng, Junxiang Wang, Tanmoy Chowdhury, Yun Li, Hejie Cui, Xuchao Zhang, Tianjiao Zhao, Amit Panalkar, Wei Cheng, Haoyu Wang, Yanchi Liu, Zhengzhang Chen, Haifeng Chen, Chris White, Quanquan Gu, Carl Yang, and Liang Zhao. "Beyond One-Model-Fits-All: A Survey of Domain Specialization for Large Language Models." arXiv preprint arXiv:2305.18703 (2023).
Ling, Chen, Tanmoy Chowdhury (co-first author), Junji Jiang, Junxiang Wang, Xuchao Zhang, Haifeng Chen, and Liang Zhao. "DeepGAR: Deep Graph Learning for Analogical Reasoning." In 2022 IEEE International Conference on Data Mining (ICDM), pages 1065–1070, Los Alamitos, CA, USA, dec 2022. IEEE Computer Society.
Chowdhury, Tanmoy, Ashkan Vakil, Banafsheh Saber Latibari, Seyed Aresh Beheshti Shirazi, Ali Mirzaeian, Xiaojie Guo, Sai Manoj PD et al. "RAPTA: A Hierarchical Representation Learning Solution For Real-Time Prediction of Path-Based Static Timing Analysis." In Proceedings of the Great Lakes Symposium on VLSI 2022, pp. 493-500. 2022.
Gao, Yuyang, Tanmoy Chowdhury (co-first author), Lingfei Wu, and Liang Zhao. "Modeling Health Stage Development of Patients with Dynamic Attributed Graphs in Online Health Communities." IEEE Transactions on Knowledge and Data Engineering (2022).
Chatterjee, Rahul, M. Sadegh Riazi, Tanmoy Chowdhury, Emanuela Marasco, Farinaz Koushanfar, and Ari Juels. "Multisketches: Practical secure sketches using off-the-shelf biometric matching algorithms." In Proceedings of the 2019 ACM SIGSAC conference on computer and communications security, pp. 1171-1186. 2019.
H. S. Joo, Tanmoy Chowdhury, J. Woo, "Shooting training system using a smart watch", presented at Korea society of medical biological engineering, Daegu, Korea, 2015
Kang, Soojin, Tanmoy Chwodhury, Il Joon Moon, Sung Hwa Hong, Hyejin Yang, Jong Ho Won, and Jihwan Woo. "Effects of electrode position on spatiotemporal auditory nerve fiber responses: A 3D computational model study." Computational and mathematical methods in medicine 2015 (2015).
Events
2019
CSIS Seminar:
Title: FingerPIN: A Novel Authentication Scheme Combining Fingerprints and Numeric PINs
Speaker: Tanmoy Chowdhury
Location: Research Hall, Suite 417, George Mason University
Time: April 12, 2019, 11:00 am - 12:00 pm