Federated Alternate Training (Fat): Leveraging Unannotated Data Silos in Federated Segmentation for Medical Imaging. - Erum Mushtaq; Yavuz Faruk Bakman; Jie Ding 002; Salman Avestimehr (ISBI, 2023)

MARS: Meaning-Aware Response Scoring for Uncertainty Estimation in Generative LLMs. - Yavuz Faruk Bakman; Duygu Nur Yaldiz; Baturalp Buyukates; Chenyang Tao; Dimitrios Dimitriadis; Salman Avestimehr (ACL (1), 2024)

CroMo-Mixup: Augmenting Cross-Model Representations for Continual Self-Supervised Learning. - Erum Mushtaq; Duygu Nur Yaldiz; Yavuz Faruk Bakman; Jie Ding 002; Chenyang Tao; Dimitrios Dimitriadis; Salman Avestimehr (ECCV (80), 2024)

Federated Orthogonal Training: Mitigating Global Catastrophic Forgetting in Continual Federated Learning. - Yavuz Faruk Bakman; Duygu Nur Yaldiz; Yahya H. Ezzeldin; Salman Avestimehr (ICLR, 2024)

Predicting Uncertainty of Generative LLMs with MARS: Meaning-Aware Response Scoring. - Yavuz Faruk Bakman; Duygu Nur Yaldiz; Baturalp Buyukates; Salman Avestimehr; Chenyang Tao; Dimitrios Dimitriadis (ISIT, 2024)

Do LLMs Recognize me, When I is not me: Assessment of LLMs Understanding of Turkish Indexical Pronouns in Indexical Shift Contexts. - Metehan Oguz; Yusuf Umut Ciftci; Yavuz Faruk Bakman (CoRR, 2024)

Do Not Design, Learn: A Trainable Scoring Function for Uncertainty Estimation in Generative LLMs. - Duygu Nur Yaldiz; Yavuz Faruk Bakman; Baturalp Buyukates; Chenyang Tao; Anil Ramakrishna; Dimitrios Dimitriadis; Salman Avestimehr (CoRR, 2024)

Reconsidering LLM Uncertainty Estimation Methods in the Wild. - Yavuz Faruk Bakman; Duygu Nur Yaldiz; Sungmin Kang; Tuo Zhang; Baturalp Buyukates; Salman Avestimehr; Sai Praneeth Karimireddy (ACL (1), 2025)

Un-considering Contextual Information: Assessing LLMs' Understanding of Indexical Elements. - Metehan Oguz; Yavuz Faruk Bakman; Duygu Nur Yaldiz (ACL (Findings), 2025)

HARMONY: Hidden Activation Representations and Model Output-Aware Uncertainty Estimation for Vision-Language Models. - Erum Mushtaq; Zalan Fabian; Yavuz Faruk Bakman; Anil Ramakrishna; Mahdi Soltanolkotabi; Salman Avestimehr (CVPR Workshops, 2025)

Do Not Design, Learn: A Trainable Scoring Function for Uncertainty Estimation in Generative LLMs. - Duygu Nur Yaldiz; Yavuz Faruk Bakman; Baturalp Buyukates; Chenyang Tao; Anil Ramakrishna; Dimitrios Dimitriadis; Jieyu Zhao; Salman Avestimehr (NAACL (Findings), 2025)

Conformal Prediction Adaptive to Unknown Subpopulation Shifts. - Nien-Shao Wang; Duygu Nur Yaldiz; Yavuz Faruk Bakman; Sai Praneeth Karimireddy (CoRR, 2025)

TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs. - Duygu Nur Yaldiz; Yavuz Faruk Bakman; Sungmin Kang; Alperen Özis; Hayrettin Eren Yildiz; Mitash Ashish Shah; Zhiqi Huang; Anoop Kumar; Alfy Samuel; Daben Liu; Sai Praneeth Karimireddy; Salman Avestimehr (CoRR, 2025)