Baturalp Buyukates

60 papers A* 1A 1B 5Misc 5Journal 38Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Don't Always Pick the Highest-Performing Model: An Information Theoretic View of LLM Ensemble Selection. CoRR Yigit Turkmen, Baturalp Buyukates, Melih Bastopcu
2025	J	`jnl`	Balancing Information Accuracy and Response Timeliness in Networked LLMs. CoRR Yigit Turkmen, Baturalp Buyukates, Melih Bastopcu
2025	—	`conf`	Do Not Design, Learn: A Trainable Scoring Function for Uncertainty Estimation in Generative LLMs. NAACL (Findings) Duygu Nur Yaldiz, Yavuz Faruk Bakman, Baturalp Buyukates, Chenyang Tao, Anil Ramakrishna, Dimitrios Dimitriadis, Jieyu Zhao, Salman Avestimehr
2025	A	`conf`	FedGrAINS: Personalized SubGraph Federated Learning with AdaptIve Neighbor Sampling. SDM Emir Ceyani, Han Xie, Baturalp Buyukates, Carl Yang, Salman Avestimehr
2025	J	`jnl`	FedGrAINS: Personalized SubGraph Federated Learning with Adaptive Neighbor Sampling. CoRR Emir Ceyani, Han Xie, Baturalp Buyukates, Carl Yang, Salman Avestimehr
2025	J	`jnl`	Privacy-preserving Prompt Personalization in Federated Learning for Multimodal Large Language Models. CoRR Sizai Hou, Songze Li, Baturalp Buyukates
2025	—	`conf`	Reconsidering LLM Uncertainty Estimation Methods in the Wild. ACL (1) Yavuz Faruk Bakman, Duygu Nur Yaldiz, Sungmin Kang, Tuo Zhang, Baturalp Buyukates, Salman Avestimehr, Sai Praneeth Karimireddy
2025	J	`jnl`	Reconsidering LLM Uncertainty Estimation Methods in the Wild. CoRR Yavuz Faruk Bakman, Duygu Nur Yaldiz, Sungmin Kang, Tuo Zhang, Baturalp Buyukates, Salman Avestimehr, Sai Praneeth Karimireddy
2025	J	`jnl`	Rewarding the Rare: Maverick-Aware Shapley Valuation in Federated Learning. Trans. Mach. Learn. Res. Mengwei Yang, Baturalp Buyukates, Athina Markopoulou
2025	J	`jnl`	Uncertainty Quantification for Hallucination Detection in Large Language Models: Foundations, Methodology, and Future Directions. CoRR Sungmin Kang, Yavuz Faruk Bakman, Duygu Nur Yaldiz, Baturalp Buyukates, Salman Avestimehr
2024	J	`jnl`	Do Not Design, Learn: A Trainable Scoring Function for Uncertainty Estimation in Generative LLMs. CoRR Duygu Nur Yaldiz, Yavuz Faruk Bakman, Baturalp Buyukates, Chenyang Tao, Anil Ramakrishna, Dimitrios Dimitriadis, Salman Avestimehr
2024	J	`jnl`	Erratum to "LightVeriFL: A Lightweight and Verifiable Secure Aggregation for Federated Learning". IEEE J. Sel. Areas Inf. Theory Baturalp Buyukates, Jinhyun So, Hessam Mahdavifar, Salman Avestimehr
2024	A*	`conf`	FedSecurity: A Benchmark for Attacks and Defenses in Federated Learning and Federated LLMs. KDD Shanshan Han, Baturalp Buyukates, Zijian Hu, Han Jin, Weizhao Jin, Lichao Sun, Xiaoyang Wang, Wenxuan Wu, Chulin Xie, Yuhang Yao, Kai Zhang, Qifan Zhang, Yuhui Zhang, Carlee Joe-Wong, Salman Avestimehr, Chaoyang He
2024	B	`conf`	Frequency Domain Diffusion Model with Scale-Dependent Noise Schedule. ISIT Amir Ziashahabi, Baturalp Buyukates, Artan Sheshmani, Yi-Zhuang You, Salman Avestimehr
2024	J	`jnl`	LightVeriFL: A Lightweight and Verifiable Secure Aggregation for Federated Learning. IEEE J. Sel. Areas Inf. Theory Baturalp Buyukates, Jinhyun So, Hessam Mahdavifar, Salman Avestimehr
2024	—	`conf`	MARS: Meaning-Aware Response Scoring for Uncertainty Estimation in Generative LLMs. ACL (1) Yavuz Faruk Bakman, Duygu Nur Yaldiz, Baturalp Buyukates, Chenyang Tao, Dimitrios Dimitriadis, Salman Avestimehr
2024	J	`jnl`	MARS: Meaning-Aware Response Scoring for Uncertainty Estimation in Generative LLMs. CoRR Yavuz Faruk Bakman, Duygu Nur Yaldiz, Baturalp Buyukates, Chenyang Tao, Dimitrios Dimitriadis, Salman Avestimehr
2024	J	`jnl`	Maverick-Aware Shapley Valuation for Client Selection in Federated Learning. CoRR Mengwei Yang, Ismat Jarin, Baturalp Buyukates, Salman Avestimehr, Athina Markopoulou
2024	B	`conf`	Predicting Uncertainty of Generative LLMs with MARS: Meaning-Aware Response Scoring. ISIT Yavuz Faruk Bakman, Duygu Nur Yaldiz, Baturalp Buyukates, Salman Avestimehr, Chenyang Tao, Dimitrios Dimitriadis
2023	J	`jnl`	FedMLSecurity: A Benchmark for Attacks and Defenses in Federated Learning and LLMs. CoRR Shanshan Han, Baturalp Buyukates, Zijian Hu, Han Jin, Weizhao Jin, Lichao Sun, Xiaoyang Wang, Chulin Xie, Kai Zhang, Qifan Zhang, Yuhui Zhang, Chaoyang He, Salman Avestimehr
2023	J	`jnl`	Gradient Coding With Dynamic Clustering for Straggler-Tolerant Distributed Learning. IEEE Trans. Commun. Baturalp Buyukates, Emre Ozfatura, Sennur Ulukus, Deniz Gündüz
2023	J	`jnl`	Kick Bad Guys Out! Zero-Knowledge-Proof-Based Anomaly Detection in Federated Learning. CoRR Shanshan Han, Wenxuan Wu, Baturalp Buyukates, Weizhao Jin, Yuhang Yao, Qifan Zhang, Salman Avestimehr, Chaoyang He
2023	—	`conf`	Proof-of-Contribution-Based Design for Collaborative Machine Learning on Blockchain. DAPPS Baturalp Buyukates, Chaoyang He, Shanshan Han, Zhiyong Fang, Yupeng Zhang, Jieyi Long, Ali Farahanchi, Salman Avestimehr
2023	J	`jnl`	Proof-of-Contribution-Based Design for Collaborative Machine Learning on Blockchain. CoRR Baturalp Buyukates, Chaoyang He, Shanshan Han, Zhiyong Fang, Yupeng Zhang, Jieyi Long, Ali Farahanchi, Salman Avestimehr
2022	J	`jnl`	Secure Federated Clustering. CoRR Songze Li, Sizai Hou, Baturalp Buyukates, Salman Avestimehr
2022	J	`jnl`	Secure Federated Clustering. IACR Cryptol. ePrint Arch. Songze Li, Sizai Hou, Baturalp Buyukates, Salman Avestimehr
2022	J	`jnl`	Version Age of Information in Clustered Gossip Networks. IEEE J. Sel. Areas Inf. Theory Baturalp Buyukates, Melih Bastopcu, Sennur Ulukus
2021	—	`conf`	Age of Gossip in Networks with Community Structure. SPAWC Baturalp Buyukates, Melih Bastopcu, Sennur Ulukus
2021	J	`jnl`	Age of Gossip in Networks with Community Structure. CoRR Baturalp Buyukates, Melih Bastopcu, Sennur Ulukus
2021	—	`—`	Age of Information in Large Networks, Distributed Computation and Learning. Baturalp Buyukates
2021	—	`conf`	Gossiping with Binary Freshness Metric. GLOBECOM (Workshops) Melih Bastopcu, Baturalp Buyukates, Sennur Ulukus
2021	J	`jnl`	Gossiping with Binary Freshness Metric. CoRR Melih Bastopcu, Baturalp Buyukates, Sennur Ulukus
2021	—	`conf`	Gradient Coding with Dynamic Clustering for Straggler Mitigation. ICC Baturalp Buyukates, Emre Ozfatura, Sennur Ulukus, Deniz Gündüz
2021	J	`jnl`	Gradient Coding with Dynamic Clustering for Straggler-Tolerant Distributed Learning. CoRR Baturalp Buyukates, Emre Ozfatura, Sennur Ulukus, Deniz Gündüz
2021	J	`jnl`	Scaling Laws for Age of Information in Wireless Networks. IEEE Trans. Wirel. Commun. Baturalp Buyukates, Alkan Soysal, Sennur Ulukus
2021	J	`jnl`	Selective Encoding Policies for Maximizing Information Freshness. IEEE Trans. Commun. Melih Bastopcu, Baturalp Buyukates, Sennur Ulukus
2021	—	`conf`	Timely Communication in Federated Learning. INFOCOM Workshops Baturalp Buyukates, Sennur Ulukus
2021	J	`jnl`	Version Age of Information in Clustered Gossip Networks. CoRR Baturalp Buyukates, Melih Bastopcu, Sennur Ulukus
2020	Misc	`conf`	Age of Information with Gilbert-Elliot Servers and Samplers. CISS Baturalp Buyukates, Sennur Ulukus
2020	J	`jnl`	Age of Information with Gilbert-Elliot Servers and Samplers. CoRR Baturalp Buyukates, Sennur Ulukus
2020	B	`conf`	Age-Based Coded Computation for Bias Reduction in Distributed Learning. GLOBECOM Emre Ozfatura, Baturalp Buyukates, Deniz Gündüz, Sennur Ulukus
2020	J	`jnl`	Age-Based Coded Computation for Bias Reduction in Distributed Learning. CoRR Emre Ozfatura, Baturalp Buyukates, Deniz Gündüz, Sennur Ulukus
2020	J	`jnl`	Gradient Coding with Dynamic Clustering for Straggler Mitigation. CoRR Baturalp Buyukates, Emre Ozfatura, Sennur Ulukus, Deniz Gündüz
2020	B	`conf`	Optimal Selective Encoding for Timely Updates with Empty Symbol. ISIT Baturalp Buyukates, Melih Bastopcu, Sennur Ulukus
2020	Misc	`conf`	Optimal Selective Encoding for Timely Updates. CISS Melih Bastopcu, Baturalp Buyukates, Sennur Ulukus
2020	J	`jnl`	Optimal Selective Encoding for Timely Updates. CoRR Melih Bastopcu, Baturalp Buyukates, Sennur Ulukus
2020	J	`jnl`	Selective Encoding Policies for Maximizing Information Freshness. CoRR Melih Bastopcu, Baturalp Buyukates, Sennur Ulukus
2020	J	`jnl`	Timely Communication in Federated Learning. CoRR Baturalp Buyukates, Sennur Ulukus
2020	J	`jnl`	Timely Distributed Computation With Stragglers. IEEE Trans. Commun. Baturalp Buyukates, Sennur Ulukus
2020	Misc	`conf`	Timely Updates in Distributed Computation Systems with Stragglers. ACSSC Baturalp Buyukates, Sennur Ulukus
2019	B	`conf`	Age of Information Scaling in Large Networks with Hierarchical Cooperation. GLOBECOM Baturalp Buyukates, Alkan Soysal, Sennur Ulukus
2019	J	`jnl`	Age of Information Scaling in Large Networks with Hierarchical Cooperation. CoRR Baturalp Buyukates, Alkan Soysal, Sennur Ulukus
2019	—	`conf`	Age of Information Scaling in Large Networks. ICC Baturalp Buyukates, Alkan Soysal, Sennur Ulukus
2019	Misc	`conf`	Age of Information in Multicast Networks with Multiple Update Streams. ACSSC Baturalp Buyukates, Alkan Soysal, Sennur Ulukus
2019	J	`jnl`	Age of Information in Multicast Networks with Multiple Update Streams. CoRR Baturalp Buyukates, Alkan Soysal, Sennur Ulukus
2019	J	`jnl`	Age of information in multihop multicast networks. J. Commun. Networks Baturalp Buyukates, Alkan Soysal, Sennur Ulukus
2019	J	`jnl`	Timely Distributed Computation with Stragglers. CoRR Baturalp Buyukates, Sennur Ulukus
2018	J	`jnl`	Age of Information Scaling in Large Networks. CoRR Baturalp Buyukates, Alkan Soysal, Sennur Ulukus
2018	J	`jnl`	Age of Information in Multihop Multicast Networks. CoRR Baturalp Buyukates, Alkan Soysal, Sennur Ulukus
2018	Misc	`conf`	Age of Information in Two-Hop Multicast Networks. ACSSC Baturalp Buyukates, Alkan Soysal, Sennur Ulukus