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Publications

2021

Salehi, M., A. Arya, B. Pajum, M. Otoofi, A. Shaeiri, M. H. Rohban, and H. R. Rabiee, "ARAE: Adversarially robust training of autoencoders improves novelty detection", Neural Networks, 2021.
Zamani, F., M. Jamzad, and H. R. Rabiee, "Atom Specific Multiple Kernel Dictionary Based Sparse Representation Classifier for Medium Scale Image Classification", Journal of Visual Communication and Image Representation, 2021.
Bahrami, M., M. Maitra, C. Nagy, G. Turecki, H. R. Rabiee, and Y. Li, "Deep feature extraction of single-cell transcriptomes by generative adversarial network", Bioinformatics (Oxford, England), vol. 37, issue 10, pp. 1345–1351, 05/2021.
Faez, F., Y. Ommi, M. Soleymani, and H. R. Rabiee, "Deep Graph Generators: A Survey", IEEE Access, 2021.
Doostmohammadian, M., H. Zarrabi, H. R. Rabiee, U. A. Khan, and T. Charalambous, "Distributed Detection and Mitigation of Biasing Attacks over Multi-Agent Networks", IEEE Transactions on Network Science and Engineering, 2021.
Ghorbani, M., M. Bahrami, A. Kazi, M. Soleymani, H. R. Rabiee, and N. Navab, "GKD: Semi-supervised Graph Knowledge Distillation for Graph-Independent Inference", The 24th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI, Virtual, 09/2021.
Salehi, M., N. Sadjadi, S. Baselizadeh, M. H. Rohban, and H. R. Rabiee, "Multiresolution Knowledge Distillation for Anomaly Detection", IEEE Computer Vision and Pattern Recognition, Nashville, Tennessee, US, IEEE, 06/2021. Abstract
Seyyedsalehi, S. F., M. Soleymani, H. R. Rabiee, and M. R. K. Mofrad, "PFP-WGAN: Protein Function Prediction by Discovering Gene Ontology Term Correlations with Generative Adversarial Networks", Plos One, 02/2021. Abstract
Ghorbani, M., A. Kazi, M. Soleymani, H. R. Rabiee, and N. Navab, "RA-GCN: Graph Convolutional Network for Disease Prediction Problems with Imbalanced Data", Medical Image Analysis, 2021. Abstract
Ebrahimi, S., R. Salkhordeh, S. A. Osia, A. Taheri, H. R. Rabiee, and H. Asadi, "RC-RNN: Reconfigurable Cache Architecture for Storage Systems Using Recurrent Neural Networks", IEEE Transactions on Emerging Topics in Computing, 2021. Abstract
Ghareyazi, A., A. Mohseni, H. Dashti, A. Beheshti, A. Dehzangi, H. R. Rabiee, and H. Alinejad-Rokny, "Whole-Genome Analysis of De Novo Somatic Point Mutations Reveals Novel Mutational Biomarkers in Pancreatic Cancer", Cancers, 2021. Abstract

2020

Bayati, M., H. R. Rabiee, M. Mehrbod, F. Vafaee, D. Ebrahimi, A. R. R. Forrest, and H. Alinejad-Rokny, "CANCERSIGN: a user-friendly and robust tool for identification and classification of mutational signatures and patterns in cancer genomes", Scientific Reports, vol. 10, issue 1, 01/2020. Abstract
Osia, S. A., A. Taheri, A. S. Shamsabadi, K. Katevas, H. Haddadi, and H. R. Rabiee, "Deep Private-Feature Extraction", IEEE Transactions on Knowledge and Data Engineering, vol. 32, issue 1, pp. 54-66, 01/2020. Abstract

2019

Doostmohammadian, M., and H. R. Rabiee, "Cyber-Social Systems: Modeling, Inference, and Optimal Design", IEEE Systems Journal, vol. 14, issue 1, pp. 78-83, 03/2020, 2019. Abstract
Baghshah, M. S., and H. R. Rabiee, "MGCN: Semi-supervised Classification in Multi-layer Graphs with Graph Convolutional Networks", International Conference on Advances in Social Networks Analysis and Mining, Marriott Downtown, Vancouver, Canada, IEEE/ACM, 08/2019.
Ramezani, M., and H. R. Rabiee, "News Labeling as Early as Possible: Real or Fake?", International Conference on Advances in Social Networks Analysis and Mining, Marriott Downtown, Vancouver, Canada, IEEE/ACM, 08/2019.
Osia, S. A., H. Haddadi, and H. R. Rabiee, "Privacy Against Brute-Force Inference Attacks", IEEE International Symposium on Information Theory, Paris, France, IEEE, 07/07, 2019. Abstract

2018

Tabatabaii, H. S. A., M. Khansari, and H. R. Rabiee, "A push-pull network coding protocol for live peer-to-peer streaming", Computer Networks, vol. 130, issue C, 01/2018. Abstract
Ramezani, M., H. R. Rabiee, and A. Khodadadi, "Community Detection Using Diffusion Information", Transactions on Knowledge Discovery from Data (TKDD), vol. 12, issue 2, pp. 20:1 - 20:22, 06/2017, 2018. Abstract
Khodadadi, A., S. A. Hosseini, and H. R. Rabiee, "Continuous-Time User Modeling in Presence of Badges: A Probabilistic Approach", Transactions on Knowledge Discovery from Data (TKDD), vol. 12, issue 3, pp. 37:1-37:30, 03/2018.
Osia, S. A., A. S. Shamsabadi, H. R. Rabiee, and H. Haddadi, "Private and Scalable Personal Data Analytics using a Hybrid Edge-Cloud Deep Learning", IEEE Computer, vol. 51, issue 5, pp. 42-49, 05/2018. Abstract
Hosseini, S. A., A. Khodadadi, A. Arabzadeh, M. Farajtabar, and H. R. Rabiee, "Recurrent Poisson Factorization for Temporal Recommendation", IEEE Transactions on Knowledge and Data Engineering, 06/2018.
Zarezade, A., and H. R. Rabiee, "Recurrent spatio-temporal modeling of check-ins in location-based social networks", PLOS One, pp. 1-20, 05/2018. Abstract
Zarezade, A., U. Upadhyay, H. R. Rabiee, and M. Gomez-Rodriguez, "Steering Social Activity: A Stochastic Optimal Control Point of View", Journal of Machine Learning Research (JMLR), 2018.
Doostmohammadian, M., and H. R. Rabiee, "Structural Cost-Optimal Design of Sensor Networks for Distributed Estimation", IEEE Signal Processing Letters, vol. 25, issue 6, pp. 793-797, 06/2018. Abstract

2017

Shamsabadi, A. S., and H. R. Rabiee, "A New Algorithm for Training Sparse Autoencoders", European Signal Processing Conference (EUSIPCO), Kos island, Greece, 08/2017. Abstract
Seyyedsalehi, S. F., H. R. Rabiee, A. Soltani-Farani, and A. Zarezade, "A Probabilistic Joint Sparse Regression Model for Semi-Supervised Hyperspectral Unmixing", IEEE Geoscience and Remote Sensing Letters , vol. 14, issue 5, pp. 592-596, 2017. Abstract
Sarvi, B., H. R. Rabiee, and K. Mizanian, "An Adaptive Cross-layer Error Control Protocol for Wireless Multimedia Sensor Networks", Elsevier Ad Hoc Networks, vol. 56, pp. 173-185, 03/2017. Abstract
Zarepour, E., M. Hosseini, S. S. Kanhere, A. Sowmya, and H. R. Rabiee, "Applications and Challenges of Wearable Visual Lifeloggers", IEEE Computer, pp. 60-69, 03/2017. Abstract
Zarezade, A., A. Khodadadi, M. Farajtabar, and H. R. Rabiee, "Correlated Cascades: Compete or Cooperate", AAAI, San Francisco, California, USA, 02/2017. Abstract
Doostmohammadian, M., H. R. Rabiee, H. Zarrabi, and U. Khan, "Distributed Estimation Recovery under Sensor Failure", IEEE Signal Processing Letters, 2017.
Sajadmanesh, S., H. R. Rabiee, and H. Haddadi, "Kissing Cuisines: Exploring Worldwide Culinary Habits on the Web", 26th International World Wide Web Conference (WWW 2017), Perth, WA, Australia, ACM, 04/2017. Abstract
Sarbijan, E. J. B., and H. R. Rabiee, "Multi-Label learning in the independent label sub-spaces", Pattern Recognition Letters, vol. 97, 2017. Abstract
Doostmohammadian, M., H. R. Rabiee, H. Zarrabi, and U. Khan, "Observational Equivalence in System Estimation: Contractions in Complex Networks", IEEE Transactions on Network Science and Engineering, 2017.
Zarezade, A., U. Upadhyay, H. R. Rabiee, and M. Gomez-Rodriguez, "RedQueen: An Online Algorithm for Smart Broadcasting in Social Networks", 10th International Conference on Web Search and Data Mining, Cambridge, UK, ACM, 02/2017. Abstract
Doostmohammadian, M., H. Zarrabi, and H. R. Rabiee, "Sensor Selection Cost Optimization for Tracking Structurally Cyclic Systems: a P-Order Solution", International Journal of Systems Science, vol. 48, issue 11, pp. 2440-2450, 08/2017. Abstract

2016

Hosseini, S. A., A. Khodadadi, A. Arabzadeh, and H. R. Rabiee, "A Hierarchical Nonparametric Point Process for Modeling Content Diffusion over Social Media", International Conference on Data Mining, Barcelona, Spain, IEEE, 12/2016. Abstract
Tahani, M., A. M. A. Hemmatyar, H. R. Rabiee, and M. Ramezani, "Inferring Dynamic Diffusion Networks in Online Media", ACM Transactions on Knowledge Discovery from Data, vol. 10, issue 4, pp. 44-22, 06/2016. Abstract
Rastegar, S., M. S. Baghshah, and H. R. Rabiee, "MDL-CW: A Multimodal Deep Learning Framework with Cross Weights", Computer Vision and Pattern Recognition, Las Vegas, USA, IEEE, 06/2016. Abstract
Sajadmanesh, S., H. R. Rabiee, and A. Khodadadi, "Predicting Anchor Links between Heterogeneous Social Networks", International Conference on Advances in Social Networks Analysis and Mining (ASONAM), San Francisco, CA, USA, IEEE/ACM, 08/2016.

2015

Fattaholmanan, A., and H. R. Rabiee, "A Large-scale Active Measurement Study on the Effectiveness of Piece-Attack on BitTorrent Networks", IEEE Transactions on Dependable and Secure Computing, vol. 13, issue 5, 04/2015. Abstract
Muhammadi, J., H. R. Rabiee, and S. A. Hosseini, "A Unified Statistical Framework for Crowd Labeling", Knowledge and Information Systems, vol. 45, issue 2, 11/2015. Abstract
Shaban, A., and H. R. Rabiee, "From Local Similarities to Global Coding: A Framework for Coding Applications", IEEE Transactions on Image Processing, 2015. Abstract
Abbasi, M., H. R. Rabiee, and C. Gagné, "Monocular 3D Human Pose Estimation with a Semi-supervised Graph-Based Method", International Conference on 3D Vision (3DV), ENS Lyon, France, IEEE , 10/2015. Abstract
Soltani-Farani, A., H. R. Rabiee, and S. A. Hosseini, "Spatial-Aware Dictionary Learning for Hyperspectral Image Classification", IEEE Transactions on Geoscience and Remote Sensing, vol. 53, issue 1, 01/2015. Abstract
Soltani-Farani, A., and H. R. Rabiee, "When Pixels Team up Spatially-Weighted Sparse Coding for Hyperspectral Image Classification", IEEE Geoscience and Remote Sensing Letters, vol. 12, issue 1, pp. 107-111, 01/2015. Abstract

2014

Dabiran, F., H. R. Rabiee, M. Salehi, and A. A. Amidian, "A Traffic-aware Scheduling Algorithm for IEEE 802.16 Mesh Mode", Scientia Iranica, vol. 21, issue 3, pp. 814, 09/2013, 2014. Abstract
Hosseini, S. A., H. R. Rabiee, and A. Soltani-Farani, "Classifying A Stream Of Infinite Concepts: A Bayesian Non-Parametric Approach", European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Nancy, France, Springer, 09/2014. Abstract
Soltani-Farani, A., H. R. Rabiee, and A. Zarezade, "Collaborating Frames: Temporally Weighted Sparse Representation for Visual Tracking", IEEE International Conference on Image Processing, Paris, France, IEEE, 10/2014. Abstract
Jalili, M., and H. R. Rabiee, "Enhancing Precision of Markov-based recommenders Using Location Information", International Workshop on Big Data Search and Mining, Delhi, India, IEEE, 09/2014. Abstract
Rabiee, H. R., A. Soltani-Farani, and S. A. Hosseini, "Locality Preserving Discriminative Dictionary Learning", IEEE International Conference on Image Processing, Paris, France, IEEE, 10/2014. Abstract
Zarezade, A., H. R. Rabiee, and A. Soltani-Farani, "Patchwise Joint Sparse Tracking with Occlusion Detection", IEEE Transactions on Image Processing, vol. 23, issue 10, 08/2014. Abstract
Fattaholmanan, A., H. R. Rabiee, P. Siyari, A. Soltani-Farani, and A. Khodadadi, "Peer to Peer Compressive Sensing for Network Monitoring", IEEE Communications Letters, 09/2014. Abstract
Akbari, B., H. R. Rabiee, and M. Ghanbari, "Performance analysis of packet loss recovery policies in P2P video streaming", International Journal of Internet Protocol Technology, vol. 8, issue 1, 2014. Abstract

2013

Aghdam, S. M., M. Khansari, H. R. Rabiee, and M. Salehi, "A Congestion Control Protocol for Wireless Multimedia Communication in Sensor Networks", Elsevier Ad Hoc Networks, vol. 13, issue Part B, 2013. Abstract
Salehi, M., and H. R. Rabiee, "A Measurement Framework for Directed Networks", IEEE JSAC Special Issue on Network Science, vol. 31, issue 6, 06/2013. Abstract
Shaban, A., H. R. Rabiee, M. Farajtabar, and M. Ghazvininejad, "From Local Similarity to Global Coding; An Application to Image Classification", CVPR, Portland, Oregon, USA, IEEE, 06/2013. Abstract
Tabatabaii, H. S. A., H. R. Rabiee, M. H. Rohban, and M. Salehi, "Incorporating Betweenness Centrality in Compressive Sensing for Congestion Detection", 38th International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Vancouver, Canada, IEEE, 05/2013. Abstract
Bayat, N., H. R. Rabiee, and M. Salehi, "Locality Awareness in Multi-Channel Peer-to-Peer Live Video Streaming Networks", International Conference on Advanced Information Networking and Applications (AINA-2013) , Barcelona, Spain, IEEE, 03/2013. Abstract
Zamanian, E., H. R. Rabiee, and M. Salehi, "Measurement and Analysis of the Youtube Social Network", 3th Conference Exploring Social Networks, Tehran, Iran, 10/2013.

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