Publications

VERDICT: Training-Free Step-Wise Verification of Multimodal Reasoning via Disagreement-Aware Consensus

Kunal Tilaganji*, Rohit Sinha*, Tanuja Ganu, Nagarajan Natarajan, Amit Sharma, Vineeth N. Balasubramanian 

European Conference on Computer Vision (ECCV) 2026 (Accepted)

Rethinking LLM Verification: Evidence Structure, Uncertainty, and Selective Refinement

Kunal Tilaganji*, Uma Ranjan*, Amit Sharma, Nagarajan Natarajan, Vineeth Balasubramanian, et. al

Findings, Conference on Empirical Methods in Natural Language Processing (EMNLP) 2026 (Accepted)

Nash Equilibrium Framework For Training - Free Multimodal Step Verification

Kunal Tilaganji*, Rohit Sinha*, Tanuja Ganu, Nagarajan Natarajan, Amit Sharma, Vineeth N. Balasubramanian 

ICLR 2026 Workshop VerifAI-2 2026

Conformal Prediction in the Age of Multimodal Foundation Models

Kunal Tilaganji*, Christian Stavan*, Sai Mathura Krishnan*, Sai Srinivas Kancheti*, Vineeth N. Balasubramanian

Springer