Basak Guler

50 papers A* 4B 9Misc 1Journal 23Unranked 12
YearRankTypeTitle / Venue / Authors
2025 A* conf
A Certified Unlearning Approach without Access to Source Data.
ICML
Umit Yigit Basaran, Sk Miraj Ahmed, Amit Roy-Chowdhury, Basak Guler
2025 J jnl
A Certified Unlearning Approach without Access to Source Data.
CoRR
Umit Yigit Basaran, Sk Miraj Ahmed, Amit K. Roy-Chowdhury, Basak Guler
2025 A* conf
AdMiT: Adaptive Multi-Source Tuning in Dynamic Environments.
CVPR
Xiangyu Chang, Fahim Faisal Niloy, Sk Miraj Ahmed, Srikanth V. Krishnamurthy, Basak Guler, Ananthram Swami, Samet Oymak, Amit K. Roy-Chowdhury
2025 — conf
FLASH: Federated Learning Across Simultaneous Heterogeneities.
MILCOM
Xiangyu Chang, Sk Miraj Ahmed, Srikanth V. Krishnamurthy, Basak Guler, Ananthram Swami, Samet Oymak, Amit K. Roy-Chowdhury
2025 B conf
FedBand: Adaptive Federated Learning Under Strict Bandwidth Constraints.
ICCCN
Taghreed Alanazi, Abdulrahman Fahim, Muntaka Ibnath, Basak Guler, Amit K. Roy-Chowdhury, Ananthram Swami, Evangelos E. Papalexakis, Srikanth V. Krishnamurthy
2025 A* conf
Gradient Inversion Attacks on Parameter-Efficient Fine-Tuning.
CVPR
Hasin Us Sami, Swapneel Sen, Amit K. Roy-Chowdhury, Srikanth V. Krishnamurthy, Basak Guler
2025 J jnl
Gradient Inversion Attacks on Parameter-Efficient Fine-Tuning.
CoRR
Hasin Us Sami, Swapneel Sen, Amit K. Roy-Chowdhury, Srikanth V. Krishnamurthy, Basak Guler
2025 A* conf
Towards Source-Free Machine Unlearning.
CVPR
Sk Miraj Ahmed, Umit Yigit Basaran, Dripta S. Raychaudhuri, Arindam Dutta, Rohit Kundu, Fahim Faisal Niloy, Basak Guler, Amit K. Roy-Chowdhury
2025 J jnl
Towards Source-Free Machine Unlearning.
CoRR
Sk Miraj Ahmed, Umit Yigit Basaran, Dripta S. Raychaudhuri, Arindam Dutta, Rohit Kundu, Fahim Faisal Niloy, Basak Guler, Amit K. Roy-Chowdhury
2024 — conf
Clustered Federated Learning for Massive MIMO Power Allocation.
MILCOM
Yushu Yan, Xiangyu Chang, Amit K. Roy-Chowdhury, Srikanth V. Krishnamurthy, Ananthram Swami, Basak Guler
2024 J jnl
FLASH: Federated Learning Across Simultaneous Heterogeneities.
CoRR
Xiangyu Chang, Sk Miraj Ahmed, Srikanth V. Krishnamurthy, Basak Guler, Ananthram Swami, Samet Oymak, Amit K. Roy-Chowdhury
2024 J jnl
Plug-and-Play Transformer Modules for Test-Time Adaptation.
CoRR
Xiangyu Chang, Sk Miraj Ahmed, Srikanth V. Krishnamurthy, Basak Guler, Ananthram Swami, Samet Oymak, Amit K. Roy-Chowdhury
2023 Misc conf
Federated Learning for Massive MIMO Power Allocation.
ACSSC
Yushu Yan, Xiangyu Chang, Basak Guler, Amit K. Roy-Chowdhury, Srikanth V. Krishnamurthy, Ananthram Swami
2022 — conf
LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning.
MLSys
Jinhyun So, Corey J. Nolet, Chien-Sheng Yang, Songze Li, Qian Yu, Ramy E. Ali, Basak Guler, Salman Avestimehr
2021 B conf
A Framework for Sustainable Federated Learning.
WiOpt
Basak Guler, Aylin Yener
2021 J jnl
Energy-Harvesting Distributed Machine Learning.
CoRR
Basak Guler, Aylin Yener
2021 J jnl
Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning.
CoRR
Jinhyun So, Ramy E. Ali, Basak Guler, Jiantao Jiao, Salman Avestimehr
2021 J jnl
Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning.
IACR Cryptol. ePrint Arch.
Jinhyun So, Ramy E. Ali, Basak Guler, Jiantao Jiao, Salman Avestimehr
2021 J jnl
Sparsified Secure Aggregation for Privacy-Preserving Federated Learning.
CoRR
Irem Ergün, Hasin Us Sami, Basak Guler
2021 J jnl
Sustainable Federated Learning.
CoRR
Basak Guler, Aylin Yener
2020 J jnl
A Scalable Approach for Privacy-Preserving Collaborative Machine Learning.
CoRR
Jinhyun So, Basak Guler, Amir Salman Avestimehr
2020 J jnl
Byzantine-Resilient Secure Federated Learning.
CoRR
Jinhyun So, Basak Guler, Amir Salman Avestimehr
2020 J jnl
Turbo-Aggregate: Breaking the Quadratic Aggregation Barrier in Secure Federated Learning.
CoRR
Jinhyun So, Basak Guler, Amir Salman Avestimehr
2020 J jnl
Turbo-Aggregate: Breaking the Quadratic Aggregation Barrier in Secure Federated Learning.
IACR Cryptol. ePrint Arch.
Jinhyun So, Basak Guler, Amir Salman Avestimehr
2019 J jnl
CodedPrivateML: A Fast and Privacy-Preserving Framework for Distributed Machine Learning.
CoRR
Jinhyun So, Basak Guler, Amir Salman Avestimehr, Payman Mohassel
2019 J jnl
CodedPrivateML: A Fast and Privacy-Preserving Framework for Distributed Machine Learning.
IACR Cryptol. ePrint Arch.
Jinhyun So, Basak Guler, Amir Salman Avestimehr, Payman Mohassel
2018 — ch.
Influence Propagation in Social Networks with Positive and Negative Relationships.
Encyclopedia of Social Network Analysis and Mining. 2nd Ed.
Basak Guler, Aylin Yener
2018 J jnl
Lossy Coding of Correlated Sources Over a Multiple Access Channel: Necessary Conditions and Separation Results.
IEEE Trans. Inf. Theory
Basak Guler, Deniz Gündüz, Aylin Yener
2018 J jnl
The Semantic Communication Game.
IEEE Trans. Cogn. Commun. Netw.
Basak Guler, Aylin Yener, Ananthram Swami
2017 B conf
On the necessary conditions for transmitting correlated sources over a multiple access channel.
ISIT
Basak Guler, Deniz Gündüz, Aylin Yener
2017 J jnl
Two-Party Zero-Error Function Computation with Asymmetric Priors.
Entropy
Basak Guler, Aylin Yener, Prithwish Basu, Ananthram Swami
2016 B conf
Interactive Function Compression with Asymmetric Priors.
DCC
Basak Guler, Aylin Yener, Ebrahim MolavianJazi, Prithwish Basu, Ananthram Swami, Carl Andersen
2016 — conf
Learning causal information flow structures in multi-layer networks.
GlobalSIP
Basak Guler, Aylin Yener, Ananthram Swami
2016 J jnl
Lossy Transmission of Correlated Sources over a Multiple Access Channel: Necessary Conditions and Separation Results.
CoRR
Basak Guler, Deniz Gündüz, Aylin Yener
2016 B conf
On lossy transmission of correlated sources over a multiple access channel.
ISIT
Basak Guler, Deniz Gündüz, Aylin Yener
2016 — conf
The semantic communication game.
ICC
Basak Guler, Aylin Yener, Ananthram Swami
2015 — conf
Maximizing recommender's influence in a social network: An information theoretic perspective.
ITW Fall
Basak Guler, Kaya Tutuncuoglu, Aylin Yener
2015 — conf
Protocols for efficient inference communication.
PerCom Workshops
Carl Andersen, Prithwish Basu, Basak Guler, Aylin Yener, Ebrahim MolavianJazi
2015 B conf
Remote source coding with two-sided information.
ISIT
Basak Guler, Ebrahim MolavianJazi, Aylin Yener
2015 J jnl
Using Social Sensors for Influence Propagation in Networks With Positive and Negative Relationships.
IEEE J. Sel. Top. Signal Process.
Basak Guler, Burak Varan, Kaya Tutuncuoglu, Mohamed S. Nafea, Ahmed A. Zewail, Aylin Yener, Damien Octeau
2014 — conf
A study on compressing graphical structures.
GlobalSIP
Basak Guler, Aylin Yener, Prithwish Basu, Carl Andersen, Ananthram Swami
2014 — conf
Communicating in a socially-aware network: Impact of relationship types.
GlobalSIP
Basak Guler, Burak Varan, Kaya Tutuncuoglu, Mohamed S. Nafea, Ahmed A. Zewail, Aylin Yener, Damien Octeau
2014 B conf
Compressing Semantic Information with Varying Priorities.
DCC
Basak Guler, Aylin Yener
2014 B conf
Optimal strategies for targeted influence in signed networks.
ASONAM
Basak Guler, Burak Varan, Kaya Tutuncuoglu, Mohamed S. Nafea, Ahmed A. Zewail, Aylin Yener, Damien Octeau
2014 J jnl
Selective Interference Alignment for MIMO Cognitive Femtocell Networks.
IEEE J. Sel. Areas Commun.
Basak Guler, Aylin Yener
2014 — conf
Semantic index assignment.
PerCom Workshops
Basak Guler, Aylin Yener
2014 J jnl
Uplink Interference Management for Coexisting MIMO Femtocell and Macrocell Networks: An Interference Alignment Approach.
IEEE Trans. Wirel. Commun.
Basak Guler, Aylin Yener
2013 — conf
A study of semantic data compression.
GlobalSIP
Basak Guler, Aylin Yener, Prithwish Basu
2013 — conf
Selective interference alignment for MIMO femtocell networks.
ICC
Basak Guler, Aylin Yener
2011 B conf
Interference Alignment for Cooperative MIMO Femtocell Networks.
GLOBECOM
Basak Guler, Aylin Yener