Visual Counter Turing Test (VCT2): Discovering the Challenges for AI-Generated Image Detection and Introducing Visual AI Index (VAI). - Nasrin Imanpour; Shashwat Bajpai; Subhankar Ghosh; Sainath Reddy Sankepally; Abhilekh Borah; Hasnat Md Abdullah; Nishoak Kosaraju; Shreyas Dixit; Ashhar Aziz; Shwetangshu Biswas; Vinija Jain; Aman Chadha; et al. (CoRR, 2024)

UAL-Bench: The First Comprehensive Unusual Activity Localization Benchmark. - Hasnat Md Abdullah; Tian Liu 006; Kangda Wei; Shu Kong; Ruihong Huang (WACV, 2025)

CliME: Evaluating Multimodal Climate Discourse on Social Media and the Climate Alignment Quotient (CAQ). - Abhilekh Borah; Hasnat Md Abdullah; Kangda Wei; Ruihong Huang (CoRR, 2025)

Mitigating Gender Bias via Fostering Exploratory Thinking in LLMs. - Kangda Wei; Hasnat Md Abdullah; Ruihong Huang (CoRR, 2025)

Alignment Quality Index (AQI) : Beyond Refusals: AQI as an Intrinsic Alignment Diagnostic via Latent Geometry, Cluster Divergence, and Layer wise Pooled Representations. - Abhilekh Borah; Chhavi Sharma; Danush Khanna; Utkarsh Bhatt; Gurpreet Singh; Hasnat Md Abdullah; Raghav Kaushik Ravi; Vinija Jain; Jyoti Patel; Shubham Singh; Vasu Sharma; Arpita Vats; et al. (CoRR, 2025)

DETONATE: A Benchmark for Text-to-Image Alignment and Kernelized Direct Preference Optimization. - Renjith Prasad; Abhilekh Borah; Hasnat Md Abdullah; Chathurangi Shyalika; Gurpreet Singh; Ritvik Garimella; Rajarshi Roy 007; Harshul Surana; Nasrin Imanpour; Suranjana Trivedy; Amit P. Sheth; Amitava Das 001 (CoRR, 2025)