Legal Judgment Reimagined: PredEx and the Rise of Intelligent AI Interpretation in Indian Courts. - Shubham Kumar Nigam; Anurag Sharma; Danush Khanna; Noel Shallum; Kripabandhu Ghosh; Arnab Bhattacharya 001 (ACL (Findings), 2024)

Do the Right Thing, Just Debias! Multi-Category Bias Mitigation Using LLMs. - Amartya Roy; Danush Khanna; Devanshu Mahapatra; Vasanthakumar; Avirup Das; Kripabandhu Ghosh (CoRR, 2024)

DPO Kernels: A Semantically-Aware, Kernel-Enhanced, and Divergence-Rich Paradigm for Direct Preference Optimization. - Amitava Das 001; Suranjana Trivedy; Danush Khanna; Yaswanth Narsupalli; Basab Ghosh; Rajarshi Roy 007; Gurpreet Singh; Vinija Jain; Vasu Sharma; Aishwarya Naresh Reganti; Aman Chadha (ACL (Findings), 2025)

SELF-PERCEPT: Introspection Improves Large Language Models' Detection of Multi-Person Mental Manipulation in Conversations. - Danush Khanna; Pratinav Seth; Sidhaarth Sredharan Murali; Aditya Kumar Guru; Siddharth Shukla; Tanuj Tyagi; Sandeep Chaurasia; Kripabandhu Ghosh (CoRR, 2025)

AdversariaL attacK sAfety aLIgnment(ALKALI): Safeguarding LLMs through GRACE: Geometric Representation-Aware Contrastive Enhancement- Introducing Adversarial Vulnerability Quality Index (AVQI). - Danush Khanna; Krishna Kumar; Basab Ghosh; Vinija Jain; Vasu Sharma; Aman Chadha; Amitava Das 001 (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)

QuickSilver - Speeding up LLM Inference through Dynamic Token Halting, KV Skipping, Contextual Token Fusion, and Adaptive Matryoshka Quantization. - Danush Khanna; Aditya Kumar Guru; Srivarshinee Sridhar; Zidan Ahmed; Rubhav Bahirwani; Meetu Malhotra; Vinija Jain; Aman Chadha; Amitava Das 001; Kripabandhu Ghosh (CoRR, 2025)

RADIANT: Retrieval AugmenteD entIty-context AligNmenT - Introducing RAG-ability and Entity-Context Divergence. - Vipula Rawte; Rajarshi Roy 007; Gurpreet Singh; Danush Khanna; Yaswanth Narsupalli; Basab Ghosh; Abhay Gupta; Argha Kamal Samanta; Aditya Shingote; Aadi Krishna Vikram; Vinija Jain; Aman Chadha; et al. (CoRR, 2025)