Publications

D. Kostadinov, B. Razeghi, S. Voloshynovskiy,

"Network Parameter Learning Using Nonlinear Transforms, Local Representation Goals and Local Propagation Constraints" [PDF]

D. Kostadinov, B. Razeghi, T. Holotyak, S. Voloshynovskiy, 

"Clustering with Jointly Learned Nonlinear Transforms Over Discriminating Min-Max Similarity/Dissimilarity Assignment" [PDF]

B. Razeghi, M. Gheisari, A.  Atashin, D. Kostadinov, S. Marcel,  D. Gündüz, S. Voloshynovskiy, 

"Group Membership Verification via Nonlinear Sparsifying Transform Learning"

B. Razeghi, P. Rahimi, S. Marcel,

"Deep Privacy Funnel Model: From a Discriminative to a Generative Approach with an Application to Face Recognition" [PDF]

I. Shiri, Y. Salimi, N. Sirjani, B. Razeghi, S. Bagherieh, M. Pakbin, Z. Mansouri, et al.,

“Differential Privacy Preserved Federated Learning for Prognostic Modeling in COVID-19 Patients Using Large Multi-institutional CT Dataset”

Medical physics, Wiley, 2024.

I. Shiri*, B. Razeghi*, S. Ferdowsi*, Y. Salimi, D. Gündüz, D. Teodoro, S. Voloshynovskiy, H Zaidi,

“PRIMIS: Privacy-Preserving Medical Image Sharing via Deep Sparsifying Transform Learning with Obfuscation”

 Journal of Biomedical Informatics, Elsevier, Vol. 150, 2024.  [Link]

(*Equal Contribution)

I. Shiri, Y. Salimi, M. Maghsudi, E. Jenabi, S. Harsini, B. Razeghi, S. Mostafaei, H. Hajianfar, A. Sanaat, et al., 

“Differential Privacy Preserved Federated Transfer Learning for Multi-Institutional 68 Ga-PET Image Artifact Detection and Disentanglement”

European Journal of Nuclear Medicine and Molecular Imaging  (EJNMMI), Springer, 2023. [PDF]

I. Shiri, B. Razeghi, A. Vafaei Sadr, M. Amini, Y. Salimi, S. Ferdowsi, P. Boor, D. Gündüz, S. Voloshynovskiy, H. Zaidi, 

“Multi-Institutional PET/CT Image Segmentation Using Federated Deep Transformer Learning” 

Computer Methods and Programs in Biomedicine, Elsevier, Vol. 240, 2023. [PDF]

B. Razeghi, F. P. Calmon, , D. Gündüz, S. Voloshynovskiy,

"Bottlenecks CLUB: Unifying Information-Theoretic Trade-offs Among Complexity, Leakage, and Utility"

IEEE Transactions on Information Forensics and Security (TIFS), Vol. 18, March 2023. [PDF]

(representative contribution)

I. Shiri, A. Vafaei Sadr, A. Akhavan, Y. Salimi, A. Sanaat, M. Amini, B. Razeghi, A. Saberi, H. Arabi, S. Ferdowsi, S. Voloshynovskiy, D. Gündüz, A. Rahmim, H. Zaidi,

"Decentralized Collaborative Multi-Institutional PET Attenuation and Scatter Correction Using Federated Deep Learning"

European Journal of Nuclear Medicine and Molecular Imaging (EJNMMI), Vol. 50, Issue 4, December 2022. [Link]

I. Shiri, A. Vafaei Sadr, M. Amini, Y. Salimi, A. Sanaat, A. Akhavan, B. Razeghi, S. Ferdowsi, A. Saberi, H. Arabi, M. Becker, S. Voloshynovskiy, D. Gündüz, A Rahmim, H. Zaidi,

"Decentralized Distributed Multi-Institutional PET Image Segmentation Using a Federated Deep Learning Framework"

Clinical Nuclear Medicine, Vol. 47, Issue 7, July 2022. [Link]

A. Sanaat, E. Mirsadeghi, B. Razeghi,  N. Ginovart, H. Zaidi, 

"Fast Dynamic Brain PET Imaging using Stochastic Variational Prediction for Recurrent Frame Generation"

Medical physics, Wiley, Vol. 48, Issue 9, September 2021. [Link]

B. Razeghi, G. A. Hodtani, T. Nikazad, 

"Multiple Criteria Relay Selection Scheme in Cooperative Communication Networks"

Wireless Personal Communications, Springer, Vol. 96, Issue 2, pp. 2539-2561, September 2017. [Link]

A. Naghizadeh, B. Razeghi, E. Meamari, M. Hatamian, R. E. Atani, 

"C-Trust: A Trust Management System to Improve Fairness on Circular P2P Networks"

Peer-to-Peer Networking and Applications, Springer, Vol. 9, Issue 6, pp. 1128-1144, November 2016. [Link]

B. Razeghi, P. Rahimi, S. Marcel,

"Deep Variational Privacy Funnel: General Modeling with Applications in Face Recognition"

Proceedings of 49th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'24), Seoul, Korea, Apr. 2024. [PDF]

I. Shiri, E. Showkatian, R. Mohammadi, B. Razeghi, S. Bagheri, G. Hajianfar, Y. Salimi, M. Amini, M. Ghelich Oghli, S. Ferdowsi, S. Voloshynovskiy, H. Zaidi,

"Collaborative Multi-Institutional Prostate Lesion Segmentation from MR images Using Deep Federated Learning Framework"

Proceedings of IEEE Nuclear Science Symposium, Medical Imaging Conference, Milan, Italy, Nov. 2022.

B. Razeghi*, S. Rezaeifar*, S. Ferdowsi, T. Holotyak, S. Voloshynovskiy,

"Compressed Data Sharing based on Information Bottleneck Model"

Proceedings of 47th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'22), Singapore, May 2022.  [PDF]

(* Equal Contribution)

A.  Atashin*, B. Razeghi*, D. Gündüz, S. Voloshynovskiy,

"Variational Leakage: The Role of Information Complexity in Privacy Leakage"

Proceedings of the 3rd ACM Workshop on Wireless Security and Machine Learning (WiseML'21), July 2021. [PDF]

(* Equal Contribution)

B. Razeghi, S. Ferdowsi, D. Kostadinov, F. P. Calmon, S. Voloshynovskiy,

"Privacy-Preserving Near Neighbor Search via Sparse Coding with Ambiguation"

Proceedings of 46th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'21), Toronto, Canada, June 2021. [PDF]

B. Razeghi,  F. P. Calmon, D. Gündüz, S. Voloshynovskiy,

"On Perfect Obfuscation: Local Information Geometry Analysis"

Proceedings of 12th IEEE Information Workshop on Information Forensics and Security (WIFS'20), New York, US, Dec. 2020. [PDF]

A. Sanaat, E. Mirsadeghi, B. Razeghi,  N. Ginovart, H. Zaidi, 

"Fast Dynamic Brain PET Imaging Using a Generative Adversarial Network"

Proceedings of IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC'20), Boston, MA, US, Nov. 2020. [Link]

S. Rezaeifar, M. Diephuis, B. Razeghi, D. Ullmann, O. Taran, S. Voloshynovskiy,

"Distributed Semi-Private Image Classification Based on Information-Bottleneck Principle"

Proceedings of 28th European Signal Processing Conference (EUSIPCO'20), Amsterdam, Netherlands, Aug. 2020. [PDF]

S. Ferdowsi, B. Razeghi, T. Holotyak, F. P. Calmon, S. Voloshynovskiy,

"Privacy-Preserving Image Sharing via Sparsifying Layers on Convolutional Groups"

Proceedings of 45th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'20), Barcelona, Spain, May 2020. [PDF] [Code]

B. Razeghi, T. Stanko, B. Škorć, S. Voloshynovskiy,

"Single-Component Privacy Guarantees in Helper Data Systems and Sparse Coding with Ambiguation"

Proceedings of 11th IEEE Information Workshop on Information Forensics and Security (WIFS'19), Delft, Netherlands, Dec. 2019. [PDF]

S. Rezaeifar, B. Razeghi, O. Taran, T. Holotyak, S. Voloshynovskiy,

"Reconstruction of Privacy-Sensitive Data from Protected Templates"

Proceedings of 26th IEEE International Conference on Image Processing (ICIP'19), Taipei, Taiwan, September 2019. [PDF]

M. Gheisari, T. Furon, L. Amsaleg, B. Razeghi, S. Voloshynovskiy, 

"Aggregation and Embedding for Group Membership Verification"

Proceedings of 44th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'19), Brighton, UK, May 2019. [PDF]

D. Kostadinov, B. Razeghi, S. Rezaeifar, S. Voloshynovskiy, 

"Supervised Joint Nonlinear Transform Learning with Discriminative-Ambiguous Prior for Generic Privacy-Preserved Features"

Proceedings of 53rd Annual Conference on Information Sciences and Systems (CISS'19), Maryland, USA, Mar. 2019. [PDF]

D. Kostadinov, B. Razeghi, S. Voloshynovskiy, S. Ferdowsi, 

"Learning Discrimination Specific, Self-Collaborative and Nonlinear Model"

Proceedings of IEEE International Conference on Big Knowledge (ICBK'18), Singapore, November 2018. [PDF]

B. Razeghi, S. Voloshynovskiy, S. Ferdowsi, D. Kostadinov, 

"Privacy-Preserving Identification via Layered Sparse Code Design: Distributed Servers and Multiple Access Authorization"

Proceedings of 26th European Signal Processing Conference (EUSIPCO'18), Rome, Italy, Sep. 2018. [PDF]

B. Razeghi, S. Voloshynovskiy,

"Privacy-Preserving Outsourced Media Search Using Secure Sparse Ternary Codes"

Proceedings of 43rd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'18), Calgary, Alberta, Canada, April 2018. [PDF]

B. Razeghi, S. Voloshynovskiy, D. Kostadinov, O. Taran,

"Privacy Preserving Identification Using Sparse Approximation with Ambiguiszation"

Proceedings of 9th IEEE Information Workshop on Information Forensics and Security (WIFS'17), Rennes, France, December 2017. [PDF] 

S. Bahrami, B. Razeghi, M. Monemizadeh, G. A. Hodtani, 

"Joint Source-Channel Coding for Broadcast Channel with Cooperating Receivers"

Proceedings of IEEE Information Theory Workshop - Fall (ITW'15), Jeju Island, Korea, October 2015. [Link]

M. Hajiabadi, B. Razeghi, M. Mir,

"A Novel Adaptive Algorithm for Estimation of Sparse Parameters in Non-Gaussian Noise"

Proceedings of 6th International Conference and Workshop on Computing and Communication, Vancouver, Canada, October 2015. [Link]

N. Okati, B. Razeghi, M. R. Mosavi,

"On Relay Selection to Maximize Coverage Region for Cooperative Cellular Networks with Multiple Fixed and Unfixed Relays"

Proceedings of the 6th International Conference on Computing, Communications and Networking Technologies (ICCCNT'15), Dallas-Fortworth, Texas, USA, July 2015. [Link]

M. Hatamian, S. S. Ahmadpoor, S. Berenjian, B. Razeghi, H. Barati,

"A Centralized Evolutionary Clustering Protocol for Wireless Sensor Networks"

Proceedings of the 6th International Conference on Computing, Communications and Networking Technologies (ICCCNT'15), Dallas-Fortworth, Texas, USA, July 2015. [Link]

P. T. Heravi, B. Razeghi, N. Okati, D. M. Souran, M. Mir,

"Collective Wisdom Based Blog Clustering"

Proceedings of the 6th International Conference on Computing, Communications and Networking Technologies (ICCCNT'15), Dallas-Fortworth, Texas, USA, July 2015. [Link]

B. Razeghi, N. Okati, G. A. Hodtani,

"A Novel Approach to Mathematical Multiple Criteria Decision Making Methods Based on Information Theoretic Measures"

Proceedings of the 3rd Iran Workshop on Communication and Information Theory (IWCIT'15), Tehran, Iran, May 2015. [Link]

H. N. Andevari, S. Hajizadeh, B. Razeghi, G. A. Hodtani,

"State-Dependent Multiple Access Channels with Feedback"

Proceedings of the 23rd Iranian Conference on Electrical Engineering (ICEE'15), Tehran, Iran, May 2015. [Link]

B. Razeghi, M. Hatamian, A. Naghizadeh, S. Sabeti, G. A. Hodtani,

"A Novel Relay Selection Scheme for Multi-user Cooperation Communications Using Fuzzy Logic"

Proceedings of IEEE 12th International Conference on Networking, Sensing and Control (ICNSC'15), Taipei, Taiwan, April 2015. [Link]

A. Naghizadeh, B. Razeghi, M. Hatamian, ‎I. Radmanesh, R. E. Atani, Z. N. Norudi,

"Counter Attack to Free-Riders‎: ‎Filling A Security Hole in Bittorrent Protocol‎‎‎"

Proceedings of the IEEE 12th International Conference on Networking, Sensing and Control (ICNSC'15), Taipei, Taiwan, April 2015. [Link]

B. Razeghi, N. Okati, G. A. Hodtani,

"A Novel Multi-Criteria Relay Selection Scheme in Cooperation Communication Networks"

Proceedings of the 49th Annual Conference on Information Sciences and Systems (CISS'15), Baltimore, Maryland, USA, March 2015. [Link]

A. Naghizadeh, S. Berenjian, B. Razeghi, S. Shahanggar, N. Razagh Pour,

"Preserving Receiver’s Anonymity for Circular Structured P2P Networks"

Proceedings of the IEEE 12th Annual Consumer Communications & Networking Conference (CCNC'15), Las Vegas, Nevada, USA, January 2015. [Link]

S. Naseri, S. Yazdani, B. Razeghi, G. A. Hodtani,

"A Generalized Write Channel Model for Bit-Patterned Media Recording"

Proceedings of the IEEE International Symposium on Information Theory and Its Applications (ISITA'14), Melbourne, Australia, October 2014. [Link]

B. Razeghi, G. A. Hodtani, S. A. Seyedin,

"Coverage Region Analysis for MIMO Amplify-and-Forward Relay Channel with the Source to Destination Link"

Proceedings of the 7th International Symposium on Telecommunication (IST'14), Tehran, Iran, September 2014. [Link]

B. Razeghi, G. A. Hodtani, S. A. Seyedin,

"On the Coverage Region of MIMO Two-Hop Amplify-and-Forward Relay Network"

Proceedings of the 7th International Symposium on Telecommunication (IST'14), Tehran, Iran, September 2014. [Link]

B. Razeghi, A. Alizadeh, S. Naseri, G. A. Hodtani, S. A. Seyedin,

"Analysis of Coverage Region for MIMO Relay Network with Multiple Cooperative DF-Relays"

Proceedings of the IEEE 11th International Symposium on Wireless Communication Systems (ISWCS'14), Barcelona, Spain, August 2014. [Link]

D. M. Souran, M. Mir, A. Mehrabian, B. Razeghi, M. Hatamian, S. S. Sebtahmadi,

"Performance Comparison of Classical PID, Type-1 and Type-2 Fuzzy Controller in a Three Tank Level Control System"

Proceedings of the IEEE International Symposium on Robotics and Manufacturing Automation, Kuala Lumpur, Malaysia, December 2014. [Link]

D. M. Souran, H. H. Safa, B. G. Moghadam, M. Ghasempour, B. Razeghi, P. T. Heravi,

"An Overview of Automation in Distribution Systems"

Proceedings of the 6th International Workshop Soft Computing Applications (SOFA'14), Advances in Intelligent Systems and Soft Computing, Springer, Vol. 357, pp. 1353-1365, July 2014. [Link]

D. M. Souran, M. H. Askari, N. Razagh Pour, B. Razeghi,

"Scrutiny of Nonlinear Adaptive Output Feedback Control for Robotic Manipulators"

Advances in Signal Processing and Intelligent Recognition Systems, Springer, Volume 264, pp. 531-543, March 2014. [Link]

B. Razeghi, M. Ansari, M. Mirzaei Fard, S. Izadpanah Tous, H. Nabovati, 

"Phase Noise Calculation in CMOS Single-Ended Ring Oscillators"

Majlesi Journal of Telecommunication Devices, Vol. 2, No. 3, pp. 244-250, September 2013. [Link]

S. Izadpanah Tous, E. Asghari, R. Pourandoost, B. Razeghi,

"A 0.4 V Low Frequency Voltage-Controlled Ring Oscillator Using DTMOS Technique"

Majlesi Journal of Telecommunication Devices, Vol. 2, No. 1, pp. 153-157, March 2013. [Link]

S. Izadpanah Tous, M. Behroozi, S. A. Ziafati Bagherzadeh, B. Razeghi, V. Asadpour,

"Design of a High Performance CMOS Operational Amplifier Using DTMOS Technique"

Proceedings of the 11th Sharif Conference on Future Electronics (SCFE'13), Iran, March 2013. [Link]

A. Soltani, M. Yaghmaie, B. Razeghi, R. Pourandoost, S. Izadpanah Tous, A. Golmakani,

"Three Stage Low Noise Operational Amplifier Design for a 0.18 um CMOS Process"

Proceedings of the 9th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE'12), Mexico, September 2012. [Link]

M. Motaei, B. Razeghi, E. Asghari,

"Antennas in the Aspect of Electromagnetic Compatibility"

7th Vol. of the 12 Vol. Book Series of Electromagnetic Compatibility, by Clayton R. Paul, Sarvnegar Publication..

M. Motaei, E. Asghari, B. Razeghi,

"Antennas in the Aspect of Electromagnetic Compatibility"

19th Vol. of the 20 Vol. Book Series of Electromagnetic Compatibility Engineering, by Henry W. Ott, Sarvnegar Publication, ISBN: 978-600-6316-12-3, 2014.  [Link]

B. Razeghi,

"Bottlenecks CLUB: Unifying Information-Theoretic Trade-offs Among Complexity, Leakage, and Utility"

Ph.D. Thesis (Computer Science)

supervisor: Dr. Slava Voloshynovskiy

[PDF] [Link]

B. Razeghi,

"Information Theoretic Approach to Multiple Criteria Decision Making Methods"

M.Sc. Thesis (Applied Mathematics)

supervisor: Dr. Touraj Nikazad

(Thesis in Persian)

[PDF] 

B. Razeghi,

"Analysis of Coverage Region for MIMO Relay Networks"

M.Sc. Thesis (Electrical Engineering)

supervisor: Dr. Ghosheh Abed Hodtani

(Thesis in Persian)