Tanmoy Chowdhury

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

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

• Dr. Zhao's Lab, USA

  • July, 2019~ Present

  • Research Topics: Data Mining, Deep Learning, Reasoning, Graph Neural Networks, Natural Language Processing, Influence Maximization, Source Localization 

• GATE Lab, USA

  • 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

• George Mason University, USA

  • 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)

• Chowdhury, Tanmoy, Yuyang Gao, and Liang Zhao. "Deep Multi-task Learning for Spatio-Temporal Incomplete Qualitative Event Forecasting." IEEE Transactions on Knowledge and Data Engineering (2024).

• 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): 106649.

• Ling, Chen, Tanmoy Chowdhury (co-first author), Jie Ji, Sirui Li, Andreas Züfle, and Liang Zhao. "Source Localization for Cross Network Information Diffusion." In Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, pp. 5419-5429. 2024.

• 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.

• 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). (Cited by 2024 Economic Report of the President of the U.S.)

• 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).

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

2011

• Inter-University Youth Festival

  • Press: Link 1, Link 2

2010

• আলোকিত আড্ডা