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ORCIDDuygu Nur Yaldiz
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2020 – today
- 2026
[i16]Duygu Nur Yaldiz, Evangelia Spiliopoulou, Zheng Qi, Siddharth Varia, Srikanth Doss, Nikolaos Pappas:
Balancing Classification and Calibration Performance in Decision-Making LLMs via Calibration Aware Reinforcement Learning. CoRR abs/2601.13284 (2026)- [i15]Yavuz Faruk Bakman, Duygu Nur Yaldiz, Salman Avestimehr, Sai Praneeth Karimireddy:
Hair-Trigger Alignment: Black-Box Evaluation Cannot Guarantee Post-Update Alignment. CoRR abs/2601.22313 (2026) - 2025
- [c8]Metehan Oguz, Yavuz Faruk Bakman, Duygu Nur Yaldiz:
Un-considering Contextual Information: Assessing LLMs' Understanding of Indexical Elements. ACL (Findings) 2025: 23410-23427 - [c7]Yavuz Faruk Bakman, Duygu Nur Yaldiz, Sungmin Kang, Tuo Zhang, Baturalp Buyukates, Salman Avestimehr, Sai Praneeth Karimireddy:
Reconsidering LLM Uncertainty Estimation Methods in the Wild. ACL (1) 2025: 29531-29556 - [c6]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:
TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs. EMNLP (System Demonstrations) 2025: 717-728 - [c5]Duygu Nur Yaldiz, Yavuz Faruk Bakman, Baturalp Buyukates, Chenyang Tao, Anil Ramakrishna, Dimitrios Dimitriadis, Jieyu Zhao, Salman Avestimehr:
Do Not Design, Learn: A Trainable Scoring Function for Uncertainty Estimation in Generative LLMs. NAACL (Findings) 2025: 691-713 - [i14]Abha Jha, Ashwath Vaithinathan Aravindan, Matthew Salaway, Atharva Sandeep Bhide, Duygu Nur Yaldiz:
Backdoor Defense in Diffusion Models via Spatial Attention Unlearning. CoRR abs/2504.18563 (2025) - [i13]Metehan Oguz, Yavuz Faruk Bakman, Duygu Nur Yaldiz:
Un-considering Contextual Information: Assessing LLMs' Understanding of Indexical Elements. CoRR abs/2506.01089 (2025) - [i12]Yavuz Faruk Bakman, Duygu Nur Yaldiz, Sungmin Kang, Tuo Zhang, Baturalp Buyukates, Salman Avestimehr, Sai Praneeth Karimireddy:
Reconsidering LLM Uncertainty Estimation Methods in the Wild. CoRR abs/2506.01114 (2025) - [i11]Nien-Shao Wang, Duygu Nur Yaldiz, Yavuz Faruk Bakman, Sai Praneeth Karimireddy:
Conformal Prediction Adaptive to Unknown Subpopulation Shifts. CoRR abs/2506.05583 (2025) - [i10]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:
TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs. CoRR abs/2507.08203 (2025) - [i9]Ashwath Vaithinathan Aravindan, Abha Jha, Matthew Salaway, Atharva Sandeep Bhide, Duygu Nur Yaldiz:
Sealing The Backdoor: Unlearning Adversarial Text Triggers In Diffusion Models Using Knowledge Distillation. CoRR abs/2508.18235 (2025) - [i8]Yavuz Faruk Bakman, Sungmin Kang, Zhiqi Huang, Duygu Nur Yaldiz, Catarina G. Belém, Chenyang Zhu, Anoop Kumar, Alfy Samuel, Salman Avestimehr, Daben Liu, Sai Praneeth Karimireddy:
Uncertainty as Feature Gaps: Epistemic Uncertainty Quantification of LLMs in Contextual Question-Answering. CoRR abs/2510.02671 (2025) - [i7]Sungmin Kang, Yavuz Faruk Bakman, Duygu Nur Yaldiz, Baturalp Buyukates, Salman Avestimehr:
Uncertainty Quantification for Hallucination Detection in Large Language Models: Foundations, Methodology, and Future Directions. CoRR abs/2510.12040 (2025) - [i6]Amir Ziashahabi, Yavuz Faruk Bakman, Duygu Nur Yaldiz, Mostafa El-Khamy, Sai Praneeth Karimireddy, Salman Avestimehr:
Reject Only Critical Tokens: Pivot-Aware Speculative Decoding. CoRR abs/2511.00351 (2025) - 2024
- [c4]Yavuz Faruk Bakman, Duygu Nur Yaldiz, Baturalp Buyukates, Chenyang Tao, Dimitrios Dimitriadis, Salman Avestimehr:
MARS: Meaning-Aware Response Scoring for Uncertainty Estimation in Generative LLMs. ACL (1) 2024: 7752-7767 - [c3]Erum Mushtaq
, Duygu Nur Yaldiz, Yavuz Faruk Bakman, Jie Ding, Chenyang Tao, Dimitrios Dimitriadis, Salman Avestimehr:
CroMo-Mixup: Augmenting Cross-Model Representations for Continual Self-Supervised Learning. ECCV (80) 2024: 311-328 - [c2]Yavuz Faruk Bakman, Duygu Nur Yaldiz, Yahya H. Ezzeldin, Salman Avestimehr:
Federated Orthogonal Training: Mitigating Global Catastrophic Forgetting in Continual Federated Learning. ICLR 2024 - [c1]Yavuz Faruk Bakman, Duygu Nur Yaldiz, Baturalp Buyukates, Salman Avestimehr, Chenyang Tao, Dimitrios Dimitriadis:
Predicting Uncertainty of Generative LLMs with MARS: Meaning-Aware Response Scoring. ISIT 2024: 2033-2037 - [i5]Yavuz Faruk Bakman, Duygu Nur Yaldiz, Baturalp Buyukates, Chenyang Tao, Dimitrios Dimitriadis, Salman Avestimehr:
MARS: Meaning-Aware Response Scoring for Uncertainty Estimation in Generative LLMs. CoRR abs/2402.11756 (2024) - [i4]Duygu Nur Yaldiz, Yavuz Faruk Bakman, Baturalp Buyukates, Chenyang Tao, Anil Ramakrishna, Dimitrios Dimitriadis, Salman Avestimehr:
Do Not Design, Learn: A Trainable Scoring Function for Uncertainty Estimation in Generative LLMs. CoRR abs/2406.11278 (2024) - [i3]Erum Mushtaq, Duygu Nur Yaldiz, Yavuz Faruk Bakman, Jie Ding, Chenyang Tao, Dimitrios Dimitriadis, Salman Avestimehr:
CroMo-Mixup: Augmenting Cross-Model Representations for Continual Self-Supervised Learning. CoRR abs/2407.12188 (2024) - 2023
- [i2]Duygu Nur Yaldiz, Tuo Zhang, Salman Avestimehr:
Secure Federated Learning against Model Poisoning Attacks via Client Filtering. CoRR abs/2304.00160 (2023) - [i1]Yavuz Faruk Bakman, Duygu Nur Yaldiz, Yahya H. Ezzeldin, Salman Avestimehr:
Federated Orthogonal Training: Mitigating Global Catastrophic Forgetting in Continual Federated Learning. CoRR abs/2309.01289 (2023)
Coauthor Index
aka: Salman Avestimehr
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