- 2024
- Mohammad Fereshtehpour
, Mostafa Esmaeilzadeh, Reza Saleh Alipour, Steven J. Burian
:
Impacts of DEM type and resolution on deep learning-based flood inundation mapping. Earth Sci. Informatics 17(2): 1125-1145 (2024) - Sara Kamran, Saeid Hosseini
, Sayna Esmailzadeh, Mohammad Reza Kangavari, Wen Hua:
Cognition2Vocation: meta-learning via ConvNets and continuous transformers. Neural Comput. Appl. 36(21): 12935-12950 (2024) - Rohan Mahapatra
, Soroush Ghodrati
, Byung Hoon Ahn
, Sean Kinzer
, Shu-Ting Wang
, Hanyang Xu
, Lavanya Karthikeyan
, Hardik Sharma
, Amir Yazdanbakhsh
, Mohammad Alian
, Hadi Esmaeilzadeh
:
In-Storage Domain-Specific Acceleration for Serverless Computing. ASPLOS (2) 2024: 530-548 - Shu-Ting Wang, Hanyang Xu, Amin Mamandipoor, Rohan Mahapatra, Byung Hoon Ahn, Soroush Ghodrati, Krishnan Kailas, Mohammad Alian, Hadi Esmaeilzadeh:
Data Motion Acceleration: Chaining Cross-Domain Multi Accelerators. HPCA 2024: 1043-1062 - 2023
- Mostafa Saneii, Ali Kazemeini, Sania Esmaeilzadeh Seilabi, Mohammad Miralinaghi, Samuel Labi:
A methodology for scheduling within-day roadway work zones using deep neural networks and active learning. Comput. Aided Civ. Infrastructure Eng. 38(9): 1101-1126 (2023) - Saleheh Erfani Nasab, Isabelle D. Wolf, Jafar Kambouzia, Fatemeh Sadat Aghamir, Hossein Sargazi, Mohammad Reza Nazari, Hassan Esmaeilzadeh, Seyed Mohammad Moein Sadeghi
:
Waterless wetlands, as a new source of wind erosion: Developing remediation strategies for the Hamoon Wetland in Iran. Ecol. Informatics 78: 102368 (2023) - Rohan Mahapatra, Soroush Ghodrati, Byung Hoon Ahn, Sean Kinzer, Shu-Ting Wang, Hanyang Xu, Lavanya Karthikeyan, Hardik Sharma, Amir Yazdanbakhsh, Mohammad Alian, Hadi Esmaeilzadeh:
Domain-Specific Computational Storage for Serverless Computing. CoRR abs/2303.03483 (2023) - Mohammad Fereshtehpour, Mostafa Esmaeilzadeh, Reza Saleh Alipour, Steven J. Burian:
Impacts of DEM Type and Resolution on Deep Learning-Based Flood Inundation Mapping. CoRR abs/2309.13360 (2023) - 2022
- Mohammad Miralinaghi, Amir Davatgari
, Sania Esmaeilzadeh Seilabi, Samuel Labi:
Contract bundling considerations in urban road project scheduling. Comput. Aided Civ. Infrastructure Eng. 37(4): 427-450 (2022) - Mohammad Loni
, Ali Zoljodi
, Amin Majd, Byung Hoon Ahn
, Masoud Daneshtalab
, Mikael Sjödin
, Hadi Esmaeilzadeh
:
FastStereoNet: A Fast Neural Architecture Search for Improving the Inference of Disparity Estimation on Resource-Limited Platforms. IEEE Trans. Syst. Man Cybern. Syst. 52(8): 5222-5234 (2022) - 2021
- Fatemehsadat Mireshghallah, Mohammadkazem Taram, Ali Jalali, Ahmed Taha Elthakeb, Dean M. Tullsen
, Hadi Esmaeilzadeh:
Not All Features Are Equal: Discovering Essential Features for Preserving Prediction Privacy. WWW 2021: 669-680 - Sayna Esmailzadeh, Saeid Hosseini, Mohammad Reza Kangavari, Wen Hua:
Cognitive-aware Short-text Understanding for Inferring Professions. CoRR abs/2106.07363 (2021) - 2020
- Mohammad Miralinaghi, Sania Esmaeilzadeh Seilabi, Sikai Chen
, Yu-Ting Hsu, Samuel Labi:
Optimizing the selection and scheduling of multi-class projects using a Stackelberg framework. Eur. J. Oper. Res. 286(2): 508-522 (2020) - Fatemehsadat Mireshghallah, Mohammadkazem Taram, Prakash Ramrakhyani, Ali Jalali, Dean M. Tullsen
, Hadi Esmaeilzadeh
:
Shredder: Learning Noise Distributions to Protect Inference Privacy. ASPLOS 2020: 3-18 - Soroush Ghodrati, Byung Hoon Ahn, Joon Kyung Kim, Sean Kinzer, Brahmendra Reddy Yatham, Navateja Alla, Hardik Sharma, Mohammad Alian
, Eiman Ebrahimi, Nam Sung Kim, Cliff Young, Hadi Esmaeilzadeh:
Planaria: Dynamic Architecture Fission for Spatial Multi-Tenant Acceleration of Deep Neural Networks. MICRO 2020: 681-697 - Fatemehsadat Mireshghallah, Mohammadkazem Taram, Ali Jalali, Ahmed Taha Elthakeb, Dean M. Tullsen, Hadi Esmaeilzadeh:
A Principled Approach to Learning Stochastic Representations for Privacy in Deep Neural Inference. CoRR abs/2003.12154 (2020) - Fatemehsadat Mireshghallah, Mohammadkazem Taram, Praneeth Vepakomma, Abhishek Singh, Ramesh Raskar, Hadi Esmaeilzadeh:
Privacy in Deep Learning: A Survey. CoRR abs/2004.12254 (2020) - 2019
- Fatemehsadat Mireshghallah, Mohammadkazem Taram, Prakash Ramrakhyani, Dean M. Tullsen, Hadi Esmaeilzadeh:
Shredder: Learning Noise to Protect Privacy with Partial DNN Inference on the Edge. CoRR abs/1905.11814 (2019) - 2018
- Fatemeh Esmaeilzadeh, Taha Samad-Soltani, Mohammad Barzegar, Peyman Rezaei-Hachesu:
Design and evaluation of a paediatric neurology data management system in hospitals of Iran. Int. J. Electron. Heal. 10(4): 287-298 (2018) - Mohammad Saleh Sadooghi, Siamak Esmaeilzadeh Khadem:
Improving one class support vector machine novelty detection scheme using nonlinear features. Pattern Recognit. 83: 14-33 (2018) - Youjie Li, Jongse Park, Mohammad Alian
, Yifan Yuan, Zheng Qu, Peitian Pan, Ren Wang, Alexander G. Schwing, Hadi Esmaeilzadeh, Nam Sung Kim:
A Network-Centric Hardware/Algorithm Co-Design to Accelerate Distributed Training of Deep Neural Networks. MICRO 2018: 175-188 - 2017
- Azam Davari Dolatabadi, Siamak Esmaeilzadeh Khadem, Babak Mohammadzadeh Asl:
Automated diagnosis of coronary artery disease (CAD) patients using optimized SVM. Comput. Methods Programs Biomed. 138: 117-126 (2017) - Mohammad S. Karim
, Mohammad Esmaeilzadeh, Parastoo Sadeghi
:
On Reducing Intercept Probability for Unsubscribed Video Layers Using Network Coding. IEEE Commun. Lett. 21(6): 1385-1388 (2017) - Seyyedeh-Sahar Parsa, Mohamad Sourizaei, Mohammad Mahdi Dehshibi
, Reza Esmaeilzadeh Shateri, Mohammad Reza Parsaei
:
Coarse-grained correspondence-based ancient Sasanian coin classification by fusion of local features and sparse representation-based classifier. Multim. Tools Appl. 76(14): 15535-15560 (2017) - Mohammad Esmaeilzadeh
, Parastoo Sadeghi
, Neda Aboutorab:
Random Linear Network Coding for Wireless Layered Video Broadcast: General Design Methods for Adaptive Feedback-Free Transmission. IEEE Trans. Commun. 65(2): 790-805 (2017) - 2014
- Mahsan Esmaeilzadeh Tarei, Bijan Abdollahi, Mohammad Nakhaei
:
A fuzzy imperialistic competitive algorithm for optimizing convex functions. Int. J. Intell. Comput. Cybern. 7(2): 192-208 (2014) - Mohammad Esmaeilzadeh, Neda Aboutorab, Parastoo Sadeghi
:
Joint Optimization of Throughput and Packet Drop Rate for Delay Sensitive Applications in TDD Satellite Network Coded Systems. IEEE Trans. Commun. 62(2): 676-690 (2014) - Mohammad Esmaeilzadeh, Neda Aboutorab:
Inter-session network coding for transmitting multiple layered streams over single-hop wireless networks. ITW 2014: 401-405 - Mohammad Esmaeil-Zadeh, Edward Lewis, Gary Millar, Yinan Yang, Christopher Thorne:
The use of Viable System Model to develop guidelines for generating Enterprise Architecture Principles. SMC 2014: 1020-1026 - Mohammad Esmaeilzadeh, Neda Aboutorab:
Inter-session Network Coding for Transmitting Multiple Layered Streams over Single-hop Wireless Networks. CoRR abs/1409.0979 (2014)