About Me

Hello, I am Joyanta!

I am from Dhaka, Bangladesh; a first-year Ph.D. student in Computer Science at The University of Alabama at Birmingham. Currently, my research work focuses on understanding and exploring the Trustworthiness of Artificial Intelligence, including the Privacy, Safety and Security, with a specific emphasis on Large Language Models like ChatGPT. Other research interests include Computer Vision, Cloud Computing, and Human-Computer Interaction. At present, as a dedicated researcher, I am actively engaged in exploring different projects that allow me to delve deeper into the areas that captivate my interest. I have co-authored several conference papers and presented my research papers in different well-reputed conferences. My researches have been published in premier journals (Nature Scientific Reports, IEEE TCC) and conference (WACV, COMPASS). In addition to doing research, I have the experience of actively participating as a reviewer in the peer-review process of research papers at different confernce (NeurIPS, ICLR, CHI) and journal (ACM JCSS). Also, I have been honored with several research awards covering participation grants, travel grants, etc. Outside of my academic interests, I love to play games, watch TV Shows and anime. I love immersing myself in the virtual worlds of my favorite video games and challenging my friends to epic battles. I am also a big fan of outdoor activities and try to go cycling whenever I get the chance.

Fun fact: My Erdős score is 5.

The Bio I Hope You’ll Read

Meet Joyanta, the ultimate multitasker (when he's not procrastinating, that is)! When he's not busy procrastinating and finding new ways to avoid his responsibilities, you may find him randomly thinking on how to solve the impossible equation of life, to get the meaning out of it. He is a late sleeping utopian that spends his free time harassing neighbors with his late-night screamings, while playing online video games. If you have the ill-fate to live on the next-door to his, you may hear him to scream with enthusiastic battle cries like "মার মার!" (Crush them!) in his gaming sessions, in the midnight when owls should have been hooting instead. While some say he was “born under a struggling sign” or considers him as an enigma or an absolutely useless as a person, he chooses to believe that he is a higher level Buddha of sorts with great plans and designs on the founding of his empire in the Bengal Region. Also, in an epic twist of fate, he is connected to an extraordinary academic lineage; to legends like Issac Newton, De Morgan, Thomson, and Rutherford, explaining his unparalleled prowess (though in a way that may leave such great minds scratching their heads, wondering how their legacy ended up with him). Again, some mention him as a superhero since he stays inactive or randomly gets out of touch in social media messaging even though he is found really proactive sharing memes. Catch him on the gaming world, where he is known by his in-game name "LePotatoGuy" or "Potato" 🥔, in short which resembles both his physical size and gameplay style. If you want to challenge (and inevitably defeat) him to a game, don't hesitate to give Joyanta a shout!

Latest News

  • May 24: Paper on novel content-based searching approach in object storage cloud system accepted at IEEE Access!
  • Feb 24: Invited as a reviewer in ACM Conference on Computer-Supported Cooperative Work and Social Computing 2024!
  • Dec 23: Paper on Air Quality Index Prediction using Smartphone Images accepted at Nature Scientific Reports!
  • Oct 23: Attended as a judge in Fall 2023 Undergradute Research Expo at University of Alabama at Birmingham!
  • Nov 23: Paper on Fog-Resilient Bangla Car Plate Recognition accepted at 1st WACV 2024 Workshop on Vision-Based Understanding for Low-Resource Languages (WVLL)!
  • Oct 23: Invited as a reviewer in 1st WACV 2024 Workshop on Vision-Based Understanding for Low-Resource Languages (WVLL)!
  • Oct 23: Invited as a reviewer in ACM CHI conference on Human Factors in Computing Systems 2024!
  • Sept 23: Invited as a reviewer in Twelfth International Conference on Learning Representations (ICLR) 2024!
  • Aug 23: Started my Ph.D. Studies at The University of Alabama at Birmingham!
  • Jul 23: Paper on exploring factors of the uprising of contractual rides compared to ride-sharing app system in Bangladesh accepted at ACM COMPASS 2023!
  • Apr 23: Invited as a reviewer in NeurIPS 2023!
  • Mar 23: Awarded Blazer Graduate Research Fellowship by The University of Alabama at Birmingham (UAB) Graduate School!
  • Feb 23: My first Op-Ed published in The Daily Star! [Link]
  • Feb 23: Visited Bangladesh Atomic Energy Commission (AEC) for possible research collaboration. [Link]
  • Jan 23: Completed my undergraduate studies!
  • Jan 23: Selected as a reviewer in ACM JCSS Journal!
  • Dec 22: Research Poster on AQI Detection from Smartphone Images using a low-cost and efficient CNN approach presented and awarded as Runner's Up at NSysS 2022!
  • Dec 22: Paper on pothole detection using low-cost INN approach presented at ICCIT'2022!
  • Dec 22: Paper on waste-water treatment plant fault detection using different statistical and ML approaches presented at ICCIT'2022!
  • Dec 22: Paper on individual player contribution towards a win on a match in league of legends presented at ICCIT'2022!
  • Nov 22: Research Poster on AQI Detection from Smartphone Images using a low-cost and efficient CNN approach accepted at NSysS 2022!
  • Nov 22: Paper on pothole detection using low-cost INN approach accepted at ICCIT'2022!
  • Nov 22: Paper on waste-water treatment plant fault detection using different statistical and ML approaches accepted at ICCIT'2022!
  • Nov 22: Paper on individual player contribution towards a win on a match in league of legends accepted at ICCIT'2022!
  • Jun 22: Paper on novel low-cost approach to detect plant leaf disease presented at ACM COMPASS 2022!
  • May 22: Paper on novel low-cost approach to detect plant leaf disease invited as short paper at ACM COMPASS 2022!
  • May 22: Awarded Travel and Participation Grant Fellowship to attend ACM COMPASS 2022, by ACM SIGCHI!
  • Mar 22: Paper on faster image retrieval from cloud system accepted at IEEE TCC!
  • Dec 21: Research Poster on faster image retrieval from cloud system accepted and presented at NSysS 2021!
  • Dec 21: Research Poster on novel low-cost approach to detect plant leaf disease accepted and presented at NSysS 2021!

List of My Publications To see my Google Scholar profile: click here

2024

  • Sherlock in OSS: A Novel Approach of Content-Based Searching in Object Storage System in IEEE Access [PDF]
    Jannatun Noor, Md. Sadiqul Islam Sakif, Joyanta Jyoti Mondal, Mir Rownak Ali Uday, Rizwanul Haque Ratul, Sriram Chellappan, A. B. M. Alim Al Islam
    DOI: 10.1109/ACCESS.2024.3401074
  • Unmasking the Invisible: Finding Location-Specific Aggregated Air Quality Index with Smartphone-Captured Images in Nature Scientific Reports [PDF]
    Joyanta Jyoti Mondal*, Md. Farhadul Islam*, Raima Islam, Nowsin Kabir Rhidi, Sarfaraz Newaz, Meem Arafat Manab, A. B. M. Alim Al Islam, Jannatun Noor
    DOI: 10.1038/s41598-023-51015-1
  • Involution Fused ConvNet for Classifying Eye-Tracking Patterns of Children with Autism Spectrum Disorder Submitted to Engineering Applications of Artificial Intelligence [PDF]
    Md. Farhadul Islam, Meem Arafat Manab*, Joyanta Jyoti Mondal*, Sarah Zabeen, Fardin Bin Rahman, Md. Zahidul Hasan, Farig Sadeque, Jannatun Noor
    DOI: TBA

2023

  • Fog-Resilient Bangla Car Plate Recognition using Dark Channel Prior and YOLO , accepted in 1st WACV 2024 Workshop on Vision-Based Understanding for Low-Resource Languages (WVLL), 2023 [PDF]
    Hamim Ibne Nasim, Fateha Jannat Printia, Mahamudul Hasan Himel, Rubaba Rashid, Iffat Jahan Chowdhury, Joyanta Jyoti Mondal, Md. Farhadul Islam, Jannatun Noor
  • Tailoring Adversarial Attacks on Deep Neural Networks for Targeted Class Manipulation Using DeepFool Algorithm [PDF]
    S. M. Fazle Rabby Labib, Joyanta Jyoti Mondal, Meem Arafat Manab
    DOI: TBA
  • ‘Khep’: Exploring Factors that Influence The Preference of Contractual Rides to Ride-Sharing Apps in Bangladesh In COMPASS '23: ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies (COMPASS), pp. 43–53. ACM, 2023 [PDF]
    Aditto Baidya Alok, Hasibul Sakib, Shamsil Arafin Ullah, Fardin Huq, Riya Ghosh, Joyanta Jyoti Mondal, Md Sadiqul Islam Sakif, Jannatun Noor
    DOI: 10.1145/3588001.3609361
  • Sherlock in OSS: A Novel Approach of Content-Based Searching in Object Storage System Submitted to IEEE Transactions on Services Computing for Possible Publication [PDF]
    Jannatun Noor, Mir Rownak Ali Uday*, Rizwanul Haque Ratul*, Joyanta Jyoti Mondal*, Md Sadiqul Islam Sakif*, A. B. M. Alim Al Islam
    DOI: TBA
  • 2022

    • InvoPotNet: Detecting Pothole from Images through Leveraging Lightweight Involutional Neural Network In 2022 25th International Conference on Computer and Information Technology (ICCIT), pp. 599–604. IEEE, 2022 [PDF]
      Joyanta Jyoti Mondal, Md Farhadul Islam, Sarah Zabeen, Meem Arafat Manab
      DOI: 10.1109/ICCIT57492.2022.10055818
    • Detecting Faulty Machinery of Waste Water Treatment Plant Using Statistical Analysis & Machine Learning In 2022 25th International Conference on Computer and Information Technology (ICCIT), pp. 188–193. IEEE, 2022 [PDF]
      Md. Mazed Ul Islam, Joyanta Jyoti Mondal, Ibne Farabi Shihab
      DOI: 10.1109/ICCIT57492.2022.10055321
    • Does A Support Role Player really Create Difference towards Triumph? Analyzing Individual Performances of Specific Role Players to Predict Victory in League of Legends In 2022 25th International Conference on Computer and Information Technology (ICCIT), pp. 768–773. IEEE, 2022 [PDF]
      Joyanta Jyoti Mondal, Abrar Zahin, Meem Arafat Manab, Mohammad Zahidul Hasan
      DOI: 10.1109/ICCIT57492.2022.10055689
    • Note: Plant Leaf Disease Network (PLeaD-Net): Identifying Plant Leaf Diseases through Leveraging Limited-Resource Deep Convolutional Neural Network In COMPASS '22: ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies (COMPASS), pp. 668–673. ACM, 2022 [PDF]
      Joyanta Jyoti Mondal*, Md Farhadul Islam*, Sarah Zabeen, A. B. M. Alim Al Islam, Jannatun Noor
      DOI: 10.1145/3530190.3534844
    • Orchestrating Image Retrieval and Storage over A Cloud System In IEEE Transactions on Cloud Computing, Page(s): 1794 - 1806, Volume: 11, Issue: 2, 01 April-June 2023, 2022 [PDF]
      Jannatun Noor, Md Nazrul Huda Shanto*, Joyanta Jyoti Mondal*, Md Golam Hossain, Sriram Chellappan, A. B. M. Alim Al Islam
      DOI: 10.1109/TCC.2022.3162790
    * : Equal Contribution

Honors and Awards

  • 05/2024 - Partial Fund
    US National Science Foundation (NSF) - Grant: 2014547
  • 08/2023 - Blazer Graduate Research Fellowship
    University of Alabama at Birmingham Graduate School
  • 12/2022 - Runner’s Up Prize - Best Research Poster Award
    2022 9th International Conference on Networking, Systems and Security (NSysS)
  • 2022 - Travel and Participation Grant Fellowship
    ACM Special Interest Group on Computer-Human Interaction (SIGCHI)
  • 2022 - Partial Fund
    US National Science Foundation (NSF) - Grant: 2014547

Skills

  • Programming Languages:
    Python, Java, PHP, SQL (MySQL), JavaScript
  • Frameworks:
    Django, Tensorflow, Keras, Pytorch
  • Technical Writing Tool:
    LaTeX
  • Developer Tools:
    Git, Docker, Heroku, Amazon Web Services, VS Code, PyCharm, HTML/CSS
  • Python Libraries:
    Pandas, NumPy, Matplotlib, OpenCV, Seaborn
  • Software:
    Adobe Premiere Pro, Adobe Lightroom CC, Microsoft Office, Adobe Photoshop, Adobe Illustrator
  • Operating System:
    Linux (Ubuntu, Linux Mint, POP OS), Windows
  • Virtualization and Cloud Computing:
    VMware, KVM, VirtualBox

Education

PhD in Computer Science August 2023 -

Department of Computer Science, College of Arts and Sciences, University of Alabama at Birmingham
Birmingham, AL, United States
Work Experience

Blazer Graduate Research Fellow August 2023 -

Department of Computer Science, College of Arts and Sciences, University of Alabama at Birmingham
Birmingham, AL, United States

Undergraduate Teaching Assistant April 2022 - December 2022

Department of Computer Science and Engineering, Brac University
Dhaka, Bangladesh
Reporting to: Meem Arafat Manab, Lecturer, School of Data and Sciences, Brac University
Course Code and Name: CSE474: Simulation and Modeling

Undergraduate Research Assistant September 2020 - December 2022

Computing for Sustainability and Social Good (C2SG) Lab, Department of Computer Science and Engineering, Brac University
Dhaka, Bangladesh
Reporting to: Prof. Dr. Jannatun Noor, Assistant Professor, Brac University and Prof. Dr. A. B. M. Alim Al Islam, Professor, Bangladesh University of Engineering and Technology (BUET)
Collaborations I feel immensly honored and proud to collaborate with different institutions:

Research Collaborations
Lineage I feel immensly honored to be a part in the distinguished academic lineage in my undergraduate life of the following esteemed individuals:

Lineage of JJ