Chashi Mahiul Islam ā˜•ļø
Chashi Mahiul Islam

Doctoral Student, Dept. of Computer Science

Florida State University

About Me

I am a Ph.D. candidate in Computer Science at Florida State University, focusing on the robustness, explainability, and interpretability of multimodal systems. My research spans various aspects of AI security, model vulnerabilities, and enhancing vision-language understanding. With a strong background in Python, C/C++, and various machine learning frameworks, my work aims to advance the capabilities and reliability of AI systems.

Download CV
Interests
  • Multimodal Learning
  • Adversarial Robustness
  • Explainability and Interpretability
Education

  • PhD Computer Science

    Florida State Unviersity

  • BSc Computer Science and Engineering

    Bangladesh University of Engineering and Technology

šŸ“š My Research
Iā€™m a Ph.D. candidate in Computer Science at Florida State University. My research focuses on understanding, enhancing, and ensuring the robustness and explainability of multimodal systems, including vision-language models and large language models. I apply advanced machine learning techniques to improve the reliability and security of AI systems, with a particular interest in visual reasoning, adversarial attacks, and image analysis. Please reach out to collaborate.
Featured Publications
Malicious Path Manipulations via Exploitation of Representation Vulnerabilities of Vision-Language Navigation Systems
Uncovering the Interplay of Demographics and Healthcare Provider Availability on CMS HCC Risk Scores for Disabled Beneficiaries
InnerEye: A Tale on Images Filtered Using Instagram Filters - How Do We Interact with them and How Can We Automatically Identify the Extent of Filtering?
Recent Publications
Chashi Mahiul Islam, Shaeke Salman, Montasir Shams, Xiuwen Liu, Piyush Kumar (2024). Malicious Path Manipulations via Exploitation of Representation Vulnerabilities of Vision-Language Navigation Systems. In IROS.
Mohammad Ishtiaque Rahman, Forhan Bin Emdad, Chashi Mahiul Islam, Zhe He (2023). Uncovering the Interplay of Demographics and Healthcare Provider Availability on CMS HCC Risk Scores for Disabled Beneficiaries. In IEEE-EMBS.
PDF Cite
Gazi Abdur Rakib, Rudaiba Adnin, Shekh Ahammed Adnan Bashir, Chashi Mahiul Islam, Abir Mohammad Turza, Saad Manzur, Monowar Anjum Rashik, Abdus Salam Azad, Tusher Chakraborty, Sydur Rahaman, Muhammad Rayhan Shikder, Syed Ishtiaque Ahmed, A. B. M. Alim Al Islam (2023). InnerEye: A Tale on Images Filtered Using Instagram Filters - How Do We Interact with them and How Can We Automatically Identify the Extent of Filtering?. In MobiQuitous.
Cite DOI