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? - 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; et al. (MobiQuitous, 2022)

Malicious Path Manipulations via Exploitation of Representation Vulnerabilities of Vision-Language Navigation Systems. - Chashi Mahiul Islam; Shaeke Salman; Montasir Shams; Xiuwen Liu; Piyush Kumar (IROS, 2024)

Adversarial Attacks on Large Language Models Using Regularized Relaxation. - Samuel Jacob Chacko; Sajib Biswas; Chashi Mahiul Islam; Fatema Tabassum Liza; Xiuwen Liu (CoRR, 2024)

Mechanistic Understandings of Representation Vulnerabilities and Engineering Robust Vision Transformers. - Chashi Mahiul Islam; Samuel Jacob Chacko; Mao Nishino; Xiuwen Liu (CoRR, 2025)

DeepSeek on a Trip: Inducing Targeted Visual Hallucinations via Representation Vulnerabilities. - Chashi Mahiul Islam; Samuel Jacob Chacko; Preston Horne; Xiuwen Liu (CoRR, 2025)

Are Vision Transformer Representations Semantically Meaningful? A Case Study in Medical Imaging. - Montasir Shams; Chashi Mahiul Islam; Shaeke Salman; Phat Tran; Xiuwen Liu (CoRR, 2025)

Spatial-ViLT: Enhancing Visual Spatial Reasoning through Multi-Task Learning. - Chashi Mahiul Islam; Oteo Mamo; Samuel Jacob Chacko; Xiuwen Liu; Weikuan Yu (CoRR, 2025)