Most DAIC-WOZ Depression Classifiers Are Invalid, They Don't Learn Task-Specific Features: Preliminary Findings From a Large-Scale Reproducibility Study. - Santosh Varma Patapati; Ishan Pendyala; Murari Ambati; Pranav Kunadharaju; Pranav Kokati; Amit Adiraju; Trisanth Srinivasan (ICMI Companion, 2025)

ProofNet++: A Neuro-Symbolic System for Formal Proof Verification with Self-Correction. - Murari Ambati (CoRR, 2025)

Vision-Language Fusion for Real-Time Autonomous Driving: Goal-Centered Cross-Attention of Camera, HD-Map, & Waypoints. - Santosh V. Patapati; Trisanth Srinivasan; Murari Ambati (CoRR, 2025)