Publications
2022
"Improving Joint Sparse Hyperspectral Unmixing by Simultaneously Clustering Pixels According to their Mixtures",
International Conference on Acoustics, Speech and Signal Processing (ICASSP), Singapore, IEEE, 05/2022.
Abstract
"Integrative analysis of mutated genes and mutational processes reveals novel mutational biomarkers in colorectal cancer",
BMC Bioinformatics, vol. 23, issue 1, 04/2022.
Abstract
"Pan-cancer integrative analysis of whole-genome De novo somatic point mutations reveals 17 cancer types",
BMC Bioinformatics , vol. 23, issue 298, pp. 1-22, 07/2022.
Abstract
"Somatic point mutations are enriched in non-coding RNAs with possible regulatory function in breast cancer",
Communications Biology, vol. 5, issue 1, 06/2022.
Abstract
2021
"ARAE: Adversarially robust training of autoencoders improves novelty detection",
Neural Networks, 2021.
"Atom Specific Multiple Kernel Dictionary Based Sparse Representation Classifier for Medium Scale Image Classification",
Journal of Visual Communication and Image Representation, 2021.
"Deep feature extraction of single-cell transcriptomes by generative adversarial network",
Bioinformatics (Oxford, England), vol. 37, issue 10, pp. 1345–1351, 05/2021.
"Deep Graph Generators: A Survey",
IEEE Access, 2021.
"Distributed Detection and Mitigation of Biasing Attacks over Multi-Agent Networks",
IEEE Transactions on Network Science and Engineering, 2021.
"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.
"Multiresolution Knowledge Distillation for Anomaly Detection",
IEEE Computer Vision and Pattern Recognition, Nashville, Tennessee, US, IEEE, 06/2021.
Abstract
"RA-GCN: Graph Convolutional Network for Disease Prediction Problems with Imbalanced Data",
Medical Image Analysis, 2021.
Abstract
"RC-RNN: Reconfigurable Cache Architecture for Storage Systems Using Recurrent Neural Networks",
IEEE Transactions on Emerging Topics in Computing, 2021.
Abstract
2020
"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
"Deep Private-Feature Extraction",
IEEE Transactions on Knowledge and Data Engineering, vol. 32, issue 1, pp. 54-66, 01/2020.
Abstract
2019
"Cyber-Social Systems: Modeling, Inference, and Optimal Design",
IEEE Systems Journal, vol. 14, issue 1, pp. 78-83, 03/2020, 2019.
Abstract
"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.
"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.
"Privacy Against Brute-Force Inference Attacks",
IEEE International Symposium on Information Theory, Paris, France, IEEE, 07/07, 2019.
Abstract
2018
"A push-pull network coding protocol for live peer-to-peer streaming",
Computer Networks, vol. 130, issue C, 01/2018.
Abstract
"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
"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.
"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
"Recurrent Poisson Factorization for Temporal Recommendation",
IEEE Transactions on Knowledge and Data Engineering, 06/2018.
"Recurrent spatio-temporal modeling of check-ins in location-based social networks",
PLOS One, pp. 1-20, 05/2018.
Abstract
"Steering Social Activity: A Stochastic Optimal Control Point of View",
Journal of Machine Learning Research (JMLR), 2018.
"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
"A New Algorithm for Training Sparse Autoencoders",
European Signal Processing Conference (EUSIPCO), Kos island, Greece, 08/2017.
Abstract
"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
"An Adaptive Cross-layer Error Control Protocol for Wireless Multimedia Sensor Networks",
Elsevier Ad Hoc Networks, vol. 56, pp. 173-185, 03/2017.
Abstract
"Applications and Challenges of Wearable Visual Lifeloggers",
IEEE Computer, pp. 60-69, 03/2017.
Abstract
"Correlated Cascades: Compete or Cooperate",
AAAI, San Francisco, California, USA, 02/2017.
Abstract
"Distributed Estimation Recovery under Sensor Failure",
IEEE Signal Processing Letters, 2017.
"Kissing Cuisines: Exploring Worldwide Culinary Habits on the Web",
26th International World Wide Web Conference (WWW 2017), Perth, WA, Australia, ACM, 04/2017.
Abstract
"Multi-Label learning in the independent label sub-spaces",
Pattern Recognition Letters, vol. 97, 2017.
Abstract
"Observational Equivalence in System Estimation: Contractions in Complex Networks",
IEEE Transactions on Network Science and Engineering, 2017.
"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
"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
"A Hierarchical Nonparametric Point Process for Modeling Content Diffusion over Social Media",
International Conference on Data Mining, Barcelona, Spain, IEEE, 12/2016.
Abstract
"Inferring Dynamic Diffusion Networks in Online Media",
ACM Transactions on Knowledge Discovery from Data, vol. 10, issue 4, pp. 44-22, 06/2016.
Abstract
"MDL-CW: A Multimodal Deep Learning Framework with Cross Weights",
Computer Vision and Pattern Recognition, Las Vegas, USA, IEEE, 06/2016.
Abstract
"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
"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
"A Unified Statistical Framework for Crowd Labeling",
Knowledge and Information Systems, vol. 45, issue 2, 11/2015.
Abstract
"From Local Similarities to Global Coding: A Framework for Coding Applications",
IEEE Transactions on Image Processing, 2015.
Abstract
"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
"Spatial-Aware Dictionary Learning for Hyperspectral Image Classification",
IEEE Transactions on Geoscience and Remote Sensing, vol. 53, issue 1, 01/2015.
Abstract
"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
"A Traffic-aware Scheduling Algorithm for IEEE 802.16 Mesh Mode",
Scientia Iranica, vol. 21, issue 3, pp. 814, 09/2013, 2014.
Abstract
"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
"Collaborating Frames: Temporally Weighted Sparse Representation for Visual Tracking",
IEEE International Conference on Image Processing, Paris, France, IEEE, 10/2014.
Abstract
"Enhancing Precision of Markov-based recommenders Using Location Information",
International Workshop on Big Data Search and Mining, Delhi, India, IEEE, 09/2014.
Abstract
"Locality Preserving Discriminative Dictionary Learning",
IEEE International Conference on Image Processing, Paris, France, IEEE, 10/2014.
Abstract
"Patchwise Joint Sparse Tracking with Occlusion Detection",
IEEE Transactions on Image Processing, vol. 23, issue 10, 08/2014.
Abstract
"Peer to Peer Compressive Sensing for Network Monitoring",
IEEE Communications Letters, 09/2014.
Abstract
"Performance analysis of packet loss recovery policies in P2P video streaming",
International Journal of Internet Protocol Technology, vol. 8, issue 1, 2014.
Abstract
2013
"A Congestion Control Protocol for Wireless Multimedia Communication in Sensor Networks",
Elsevier Ad Hoc Networks, vol. 13, issue Part B, 2013.
Abstract
"A Measurement Framework for Directed Networks",
IEEE JSAC Special Issue on Network Science, vol. 31, issue 6, 06/2013.
Abstract