A Review of Speech-centric Trustworthy Machine Learning: Privacy, Safety, and Fairness. - Tiantian Feng; Rajat Hebbar; Nicholas Mehlman; Xuan Shi; Aditya Kommineni; Shrikanth Narayanan (CoRR, 2022)

Context Unlocks Emotions: Text-based Emotion Classification Dataset Auditing with Large Language Models. - Daniel Yang; Aditya Kommineni; Mohammad Alshehri; Nilamadhab Mohanty; Vedant Modi; Jonathan Gratch; Shrikanth Narayanan (ACII, 2023)

Knowledge-guided EEG Representation Learning. - Aditya Kommineni; Kleanthis Avramidis; Richard M. Leahy; Shrikanth Narayanan (EMBC, 2024)

CVAT-BWV: A Web-Based Video Annotation Platform for Police Body-Worn Video. - Parsa Hejabi; Akshay Kiran Padte; Preni Golazizian; Rajat Hebbar; Jackson Trager; Georgios Chochlakis; Aditya Kommineni; Ellie Graeden; Shrikanth Narayanan; Benjamin A. T. Grahama; Morteza Dehghani (IJCAI, 2024)

Toward Fully-End-to-End Listened Speech Decoding from EEG Signals. - Jihwan Lee; Aditya Kommineni; Tiantian Feng; Kleanthis Avramidis; Xuan Shi; Sudarsana Reddy Kadiri; Shrikanth Narayanan (INTERSPEECH, 2024)

A Multi-Perspective Machine Learning Approach to Evaluate Police-Driver Interaction in Los Angeles. - Benjamin A. T. Grahama; Lauren Brown; Georgios Chochlakis; Morteza Dehghani; Raquel Delerme; Brittany Friedman; Ellie Graeden; Preni Golazizian; Rajat Hebbar; Parsa Hejabi; Aditya Kommineni; Mayagüez Salinas; et al. (CoRR, 2024)

Towards Child-Inclusive Clinical Video Understanding for Autism Spectrum Disorder. - Aditya Kommineni; Digbalay Bose; Tiantian Feng; So Hyun Kim; Helen Tager-Flusberg; Somer Bishop; Catherine Lord; Sudarsana Kadiri; Shrikanth Narayanan (CoRR, 2024)

Evaluation of state-of-the-art ASR Models in Child-Adult Interactions. - Aditya Ashvin; Rimita Lahiri; Aditya Kommineni; Somer Bishop; Catherine Lord; Sudarsana Reddy Kadiri; Shrikanth Narayanan (CoRR, 2024)

Enhancing Listened Speech Decoding from EEG via Parallel Phoneme Sequence Prediction. - Jihwan Lee; Tiantian Feng; Aditya Kommineni; Sudarsana Reddy Kadiri; Shrikanth Narayanan (ICASSP, 2025)

Deep Learning Characterizes Depression and Suicidal Ideation from Eye Movements. - Kleanthis Avramidis; Woojae Jeong; Aditya Kommineni; Sudarsana Reddy Kadiri; Marcus Ma; Colin McDaniel; Myzelle Hughes; Thomas McGee; Elsi Kaiser; Dani Byrd; Assal Habibi; B. Rael Cahn; et al. (CoRR, 2025)

Neural Responses to Affective Sentences Reveal Signatures of Depression. - Aditya Kommineni; Woojae Jeong; Kleanthis Avramidis; Colin McDaniel; Myzelle Hughes; Thomas McGee; Elsi Kaiser; Kristina Lerman; Idan A. Blank; Dani Byrd; Assal Habibi; B. Rael Cahn; et al. (CoRR, 2025)

Decoding Neural Signatures of Semantic Evaluations in Depression and Suicidality. - Woojae Jeong; Aditya Kommineni; Kleanthis Avramidis; Colin McDaniel; Donald Berry; Myzelle Hughes; Thomas McGee; Elsi Kaiser; Dani Byrd; Assal Habibi; B. Rael Cahn; Idan A. Blank; et al. (CoRR, 2025)