Kishor Kumar Bhaumik

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Hi, I'm Kishor!

I am a PhD student in Computer Science at the University of California, Riverside, currently working under the supervision of Professor Vagelis Papalexakis and Professor Jia Chen. Before this, I served as a Research Assistant at the Center for Computational & Data Sciences (CCDS) Lab, Independent University, Bangladesh where I completed my bachelor’s degree. I also earned my master’s degree from Sungkyunkwan University in South Korea, where I worked as a Research Assistant at the DASH Lab before joining CCDS. My research interests include Machine Learning, Computer Vision, Graph Neural Networks, NLP, and Time Series. Please feel free to reach out for potential collaborations!

News
  • [June 2024] 2 Papers got accepted in ICPR'24!
  • [january 2024] Paper accepted in PAKDD'24 for oral presentation!
  • [December 2023] Successfully defended my master's thesis!
  • [December 2023] Paper accepted in ICASSP'24!
  • [June 2023] Paper accepted in ICIP'23!
  • [January 2023] Paper accepted in WACV'23 !
  • [February 2022] Joined Dash Lab as a Graduate Research Assistant.
  • [January 2022] Paper accepted in WACV'22 !
  • [September 2021] Started Msc. in Sungkyunkwan University.
  • [March 2020] Paper accepted in ECAI'20 !
  • [October 2019] Started working at CCDS as a Research Assistant.
  • [September 2019] Successfully defended my undergraduate senior project.
Publications
SSMT: Few-Shot Traffic Forecasting with Single Source Meta-Transfer
Kishor Kumar Bhaumik, Minha Kim, Fahim Faisal Niloy, Amin Ahsan Ali & Simon S. Woo.
International Conference on pattern recognition(ICPR),2024.
MIXAD: Memory-Induced Explainable Time Series Anomaly Detection
Minha Kim, Kishor Kumar Bhaumik, Fahim Faisal Niloy, Amin Ahsan Ali & Simon S. Woo.
International Conference on pattern recognition(ICPR),2024.
STLGRU: Spatio-Temporal Lightweight Graph GRU for Traffic Flow Prediction
Kishor Kumar Bhaumik, Fahim Faisal Niloy, Saif Mahmud & Simon S. Woo.
The Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD),2024.
Source-Free Online Domain Adaptive Semantic Segmentation of Satellite Images Under Image Degradation
Fahim Faisal Niloy, Kishor Kumar Bhaumik, Simon S. Woo.
IEEE International Conference on Acoustics, Speech and Signal Processing, (ICASSP, 2024, South Korea).
HRFNet: High-Resolution Forgery Network for Localizing Satellite Image
Fahim Faisal Niloy, Kishor Kumar Bhaumik, Simon S. Woo.
IEEE International Conference on Image Processing (ICIP) 2023, Kuala Lumpur, Malaysia.
CFL-Net: Image Forgery Localization Using Contrastive Learning
Fahim Faisal Niloy, Kishor Kumar Bhaumik, Simon S. Woo.
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2023 ,Waikoloa, Hawaii.
Variational Stacked Local Attention Networks for Diverse Video Captioning
Tonmoay Deb, Akib Sadmanee, Kishor Kumar Bhaumik, Amin Ahsan Ali, M Ashraful Amin, AKM Rahman.
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2022.
Human Activity Recognition from Wearable Sensor Data Using Self-Attention
Saif Mahmud*, M. Tanjid Hasan Tonmoy*, Kishor Kumar Bhaumik,, A K M Mahbubur Rahman, M Ashraful Amin, Mohammad Shoyaib, Muhammad Asif Hossain Khan, Amin Ahsan Ali.
24th European Conference on Artificial Intelligence (ECAI), 2020.
Research Experience
  • Research Assistant [January 2024 - Present]
    Center for Computational & Data Sciences, Independent University, Bangladesh (CCDS @ IUB) ,Dhaka, Bangladesh
  • Research Assistant [February 2022 - December 2023]
    Data-driven + AI + Security + HCI Lab (DASH Lab) , Sungyankun University,South Korea
Education
  • Independent University, Bangladesh [Jan 2016 - Dec 2019]
    B.Sc. in Computer Science and Engineering (Got 100% tuition waiver in admission)
  • Sungkyunkwan University, South Korea [September 2021- December 2023]
    Msc. in Computer Science and Engineering, (Got full funded admission with monthly stipend)