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ORCIDTarek F. Abdelzaher
Person information
- affiliation: University of Illinois at Urbana Champaign, Department of Computer Science
- affiliation: University of Virginia, Charlottesville, Department of Computer Science
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2020 – today
- 2022
[j103]Abdulrahman Fahim
, Ajaya Neupane, Evangelos E. Papalexakis, Lance M. Kaplan, Srikanth V. Krishnamurthy, Tarek F. Abdelzaher:
BigEye: Detection and Summarization of Key Global Events From Distributed Crowdsensed Data. IEEE Internet Things J. 9(12): 9749-9765 (2022)- [j102]Shengzhong Liu, Shuochao Yao, Xinzhe Fu, Huajie Shao, Rohan Tabish, Simon Yu, Ayoosh Bansal, Heechul Yun, Lui Sha, Tarek F. Abdelzaher:
Real-Time Task Scheduling for Machine Perception in Intelligent Cyber-Physical Systems. IEEE Trans. Computers 71(8): 1770-1783 (2022) - [j101]Hang Cui, Tarek F. Abdelzaher:
SenseLens: An Efficient Social Signal Conditioning System for True Event Detection. ACM Trans. Sens. Networks 18(2): 16:1-16:27 (2022) - [c293]Kasthuri Jayarajah, Dhanuja Wanniarachchige, Tarek F. Abdelzaher, Archan Misra:
ComAI: Enabling Lightweight, Collaborative Intelligence by Retrofitting Vision DNNs. INFOCOM 2022: 41-50 - [c292]Meet P. Vadera, Jinyang Li, Adam D. Cobb, Brian Jalaian, Tarek F. Abdelzaher, Benjamin M. Marlin:
URSABench: A System for Comprehensive Benchmarking of Bayesian Deep Neural Network Models and Inference methods. MLSys 2022 - [c291]Shengzhong Liu, Xinzhe Fu, Maggie B. Wigness, Philip David, Shuochao Yao, Lui Sha, Tarek F. Abdelzaher:
Self-Cueing Real-Time Attention Scheduling in Criticality-Aware Visual Machine Perception. RTAS 2022: 173-186 - [c290]Jinning Li, Huajie Shao, Dachun Sun, Ruijie Wang, Yuchen Yan, Jinyang Li, Shengzhong Liu, Hanghang Tong, Tarek F. Abdelzaher:
Unsupervised Belief Representation Learning with Information-Theoretic Variational Graph Auto-Encoders. SIGIR 2022: 1728-1738 - [c289]Ruijie Wang, Zheng Li, Danqing Zhang, Qingyu Yin, Tong Zhao, Bing Yin, Tarek F. Abdelzaher:
RETE: Retrieval-Enhanced Temporal Event Forecasting on Unified Query Product Evolutionary Graph. WWW 2022: 462-472 - [i32]Ruijie Wang, Zheng Li, Danqing Zhang, Qingyu Yin, Tong Zhao, Bing Yin, Tarek F. Abdelzaher:
RETE: Retrieval-Enhanced Temporal Event Forecasting on Unified Query Product Evolutionary Graph. CoRR abs/2202.06129 (2022) - [i31]Yanbing Mao, Jining Li, Naira Hovakimyan, Tarek F. Abdelzaher, Christian Lebiere:
Cost Function Learning in Memorized Social Networks with Cognitive Behavioral Asymmetry. CoRR abs/2203.10197 (2022) - [i30]Dongxin Liu, Peng Wang, Tianshi Wang, Tarek F. Abdelzaher:
Self-Contrastive Learning based Semi-Supervised Radio Modulation Classification. CoRR abs/2203.15932 (2022) - 2021
- [j100]Niki Trigoni, Gian Pietro Picco, Tarek F. Abdelzaher:
Editorial for special issue on "D-Sense: Algorithms, systems and applications of distributed sensing". Ad Hoc Networks 120: 102585 (2021) - [j99]Dachun Sun, Chaoqi Yang, Jinyang Li, Ruijie Wang, Shuochao Yao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Tianshi Wang, Tarek F. Abdelzaher:
Computational Modeling of Hierarchically Polarized Groups by Structured Matrix Factorization. Frontiers Big Data 4: 729881 (2021) - [j98]Tianshi Wang, Shuochao Yao, Shengzhong Liu, Jinyang Li, Dongxin Liu, Huajie Shao, Ruijie Wang, Tarek F. Abdelzaher:
Audio Keyword Reconstruction from On-Device Motion Sensor Signals via Neural Frequency Unfolding. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5(3): 132:1-132:29 (2021) - [j97]Shuochao Yao, Jinyang Li, Dongxin Liu, Tianshi Wang, Shengzhong Liu, Huajie Shao, Tarek F. Abdelzaher:
Deep Compressive Offloading: Speeding Up Edge Offloading for AI Services. GetMobile Mob. Comput. Commun. 25(1): 39-42 (2021) - [j96]Huajie Shao, Dachun Sun, Shuochao Yao, Lu Su, Zhibo Wang, Dongxin Liu, Shengzhong Liu, Lance M. Kaplan, Tarek F. Abdelzaher:
Truth Discovery With Multi-Modal Data in Social Sensing. IEEE Trans. Computers 70(9): 1325-1337 (2021) - [j95]Sabah Mohammed, Jinan Fiaidhi, Carlos Ramos, Tai-Hoon Kim, Wai-Chi Fang, Tarek F. Abdelzaher:
Blockchain in eCommerce: A Special Issue of the ACM Transactions on Internet of ThingsBlockchain in eCommerce: A Special Issue of the ACM Transactions on Internet of Things. ACM Trans. Internet Techn. 21(1): 11-55 (2021) - [c288]Hang Cui, Tarek F. Abdelzaher:
The voice of silence: interpreting silence in truth discovery on social media. ASONAM 2021: 82-89 - [c287]Shengzhong Liu, Franck Le, Supriyo Chakraborty, Tarek F. Abdelzaher:
On Exploring Attention-based Explanation for Transformer Models in Text Classification. IEEE BigData 2021: 1193-1203 - [c286]Tarek F. Abdelzaher, Sanjoy K. Baruah, Chris Gill, Yevgeniy Vorobeychik, Ning Zhang, Xuan Zhang:
Research Challenges for Combined Autonomy, AI, and Real-Time Assurance. CogMI 2021: 163-167 - [c285]Dongxin Liu, Tarek F. Abdelzaher:
Semi-Supervised Contrastive Learning for Human Activity Recognition. DCOSS 2021: 45-53 - [c284]Dongxin Liu, Tianshi Wang, Shengzhong Liu, Ruijie Wang, Shuochao Yao, Tarek F. Abdelzaher:
Contrastive Self-Supervised Representation Learning for Sensing Signals from the Time-Frequency Perspective. ICCCN 2021: 1-10 - [c283]Dongxin Liu, Peng Wang, Tianshi Wang, Tarek F. Abdelzaher:
Self-Contrastive Learning based Semi-Supervised Radio Modulation Classification. MILCOM 2021: 777-782 - [c282]Shiwei Fang, Jin Huang, Colin Samplawski, Deepak Ganesan, Benjamin M. Marlin, Tarek F. Abdelzaher, Maggie B. Wigness:
Optimizing Intelligent Edge-clouds with Partitioning, Compression and Speculative Inference. MILCOM 2021: 892-896 - [c281]Jinyang Li, Runyu Ma, Vikram Sharma Mailthody, Colin Samplawski, Benjamin M. Marlin, Songqing Chen, Shuochao Yao, Tarek F. Abdelzaher:
Towards an Accurate Latency Model for Convolutional Neural Network Layers on GPUs. MILCOM 2021: 904-909 - [c280]Yigong Hu, Shengzhong Liu, Tarek F. Abdelzaher, Maggie B. Wigness, Philip David:
On Exploring Image Resizing for Optimizing Criticality-based Machine Perception. RTCSA 2021: 169-178 - [c279]Ruijie Wang, Zijie Huang, Shengzhong Liu, Huajie Shao, Dongxin Liu, Jinyang Li, Tianshi Wang, Dachun Sun, Shuochao Yao, Tarek F. Abdelzaher:
DyDiff-VAE: A Dynamic Variational Framework for Information Diffusion Prediction. SIGIR 2021: 163-172 - [c278]Huajie Shao, Tarek F. Abdelzaher, Jiawei Han, Minhao Jiang, Yuning Mao, Yu Meng, Wenda Qiu, Dachun Sun, Ruijie Wang, Chaoqi Yang, Zhenzhou Yang, Xinyang Zhang, Yu Zhang, Sam Cohen, James Flamino, György Korniss, Omar Malik, Aamir Mandviwalla, Boleslaw K. Szymanski, Lake Yin:
Simulating Online Social Response: A Stimulus/Response Perspective. WSC 2021: 1-12 - [c277]Huajie Shao, Jun Wang, Haohong Lin, Xuezhou Zhang, Aston Zhang, Heng Ji, Tarek F. Abdelzaher:
Controllable and Diverse Text Generation in E-commerce. WWW 2021: 2392-2401 - [i29]Huajie Shao, Jun Wang, Haohong Lin, Xuezhou Zhang, Aston Zhang, Heng Ji, Tarek F. Abdelzaher:
Controllable and Diverse Text Generation in E-commerce. CoRR abs/2102.11497 (2021) - [i28]Yanbing Mao, Naira Hovakimyan, Tarek F. Abdelzaher:
Dynamics of Public Opinion Evolution with Asymmetric Cognitive Bias. CoRR abs/2105.11569 (2021) - [i27]Ruijie Wang, Zijie Huang, Shengzhong Liu, Huajie Shao, Dongxin Liu, Jinyang Li, Tianshi Wang, Dachun Sun, Shuochao Yao, Tarek F. Abdelzaher:
DyDiff-VAE: A Dynamic Variational Framework for Information Diffusion Prediction. CoRR abs/2106.03251 (2021) - [i26]Jinning Li, Huajie Shao, Dachun Sun, Ruijie Wang, Yuchen Yan, Jinyang Li, Shengzhong Liu, Hanghang Tong, Tarek F. Abdelzaher:
Unsupervised Belief Representation Learning in Polarized Networks with Information-Theoretic Variational Graph Auto-Encoders. CoRR abs/2110.00210 (2021) - [i25]Jiyang Chen, Simon Yu, Rohan Tabish, Ayoosh Bansal, Shengzhong Liu, Tarek F. Abdelzaher, Lui Sha:
LiDAR Cluster First and Camera Inference Later: A New Perspective Towards Autonomous Driving. CoRR abs/2111.09799 (2021) - 2020
- [j94]Tarek F. Abdelzaher, Jisun An, Marya Bazzi, Jeremy Blackburn, Ugur Kursuncu, Yelena Mejova, Jérémie Rappaz, Horacio Saggion, Panayiotis Smeros, Sanjaya Wijeratne, Ning Yu:
Reports of the Workshops Held at the 2020 International Association for the Advancement of Artificial Intelligence Conference on Web and Social Media. AI Mag. 41(4): 115-120 (2020) - [j93]Tarek F. Abdelzaher, Jiawei Han, Yifan Hao, Andong Jing, Dongxin Liu, Shengzhong Liu, Hoang Hai Nguyen, David M. Nicol, Huajie Shao, Tianshi Wang, Shuochao Yao, Yu Zhang, Omar Malik, Stephen Dipple, James Flamino, Fred Buchanan, Sam Cohen, György Korniss, Boleslaw K. Szymanski:
Multiscale online media simulation with SocialCube. Comput. Math. Organ. Theory 26(2): 145-174 (2020) - [j92]Shengzhong Liu, Shuochao Yao, Jinyang Li, Dongxin Liu, Tianshi Wang, Huajie Shao, Tarek F. Abdelzaher:
GIobalFusion: A Global Attentional Deep Learning Framework for Multisensor Information Fusion. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4(1): 19:1-19:27 (2020) - [j91]Shengzhong Liu, Shuochao Yao, Yifei Huang, Dongxin Liu, Huajie Shao, Yiran Zhao, Jinyang Li, Tianshi Wang, Ruijie Wang, Chaoqi Yang, Tarek F. Abdelzaher:
Handling Missing Sensors in Topology-Aware IoT Applications with Gated Graph Neural Network. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4(3): 90:1-90:31 (2020) - [j90]Saurabh Bagchi, Tarek F. Abdelzaher, Ramesh Govindan, Prashant J. Shenoy, Akanksha Atrey, Pradipta Ghosh, Ran Xu:
New Frontiers in IoT: Networking, Systems, Reliability, and Security Challenges. IEEE Internet Things J. 7(12): 11330-11346 (2020) - [j89]Tarek F. Abdelzaher, Yifan Hao, Kasthuri Jayarajah, Archan Misra, Per Skarin, Shuochao Yao, Dulanga Weerakoon, Karl-Erik Årzén:
Five Challenges in Cloud-enabled Intelligence and Control. ACM Trans. Internet Techn. 20(1): 3:1-3:19 (2020) - [c276]Chaoqi Yang, Jinyang Li, Ruijie Wang, Shuochao Yao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Tianshi Wang, Tarek F. Abdelzaher:
Hierarchical Overlapping Belief Estimation by Structured Matrix Factorization. ASONAM 2020: 81-88 - [c275]Benjamin M. Marlin, Tarek F. Abdelzaher, Gabriela F. Ciocarlie, Adam D. Cobb, Mark Dennison, Brian Jalaian, Lance M. Kaplan, Tiffany Raber, Adrienne Raglin, Piyush K. Sharma, Mani B. Srivastava, Theron Trout, Meet P. Vadera, Maggie B. Wigness:
On Uncertainty and Robustness in Large-Scale Intelligent Data Fusion Systems. CogMI 2020: 82-91 - [c274]Huajie Shao, Shuochao Yao, Andong Jing, Shengzhong Liu, Dongxin Liu, Tianshi Wang, Jinyang Li, Chaoqi Yang, Ruijie Wang, Tarek F. Abdelzaher:
Misinformation Detection and Adversarial Attack Cost Analysis in Directional Social Networks. ICCCN 2020: 1-11 - [c273]Huajie Shao, Shuochao Yao, Dachun Sun, Aston Zhang, Shengzhong Liu, Dongxin Liu, Jun Wang, Tarek F. Abdelzaher:
ControlVAE: Controllable Variational Autoencoder. ICML 2020: 8655-8664 - [c272]Shuochao Yao, Yifan Hao, Yiran Zhao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Tianshi Wang, Jinyang Li, Tarek F. Abdelzaher:
Scheduling Real-time Deep Learning Services as Imprecise Computations. RTCSA 2020: 1-10 - [c271]Shengzhong Liu, Shuochao Yao, Xinzhe Fu, Rohan Tabish, Simon Yu, Ayoosh Bansal, Heechul Yun, Lui Sha, Tarek F. Abdelzaher:
On Removing Algorithmic Priority Inversion from Mission-critical Machine Inference Pipelines. RTSS 2020: 319-332 - [c270]Shuochao Yao, Jinyang Li, Dongxin Liu, Tianshi Wang, Shengzhong Liu, Huajie Shao, Tarek F. Abdelzaher:
Deep compressive offloading: speeding up neural network inference by trading edge computation for network latency. SenSys 2020: 476-488 - [c269]Huajie Shao, Dachun Sun, Jiahao Wu, Zecheng Zhang, Aston Zhang, Shuochao Yao, Shengzhong Liu, Tianshi Wang, Chao Zhang, Tarek F. Abdelzaher:
paper2repo: GitHub Repository Recommendation for Academic Papers. WWW 2020: 629-639 - [i24]Chaoqi Yang, Jinyang Li, Ruijie Wang, Shuochao Yao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Tianshi Wang, Tarek F. Abdelzaher:
Disentangling Overlapping Beliefs by Structured Matrix Factorization. CoRR abs/2002.05797 (2020) - [i23]Chaoqi Yang, Ruijie Wang, Shuochao Yao, Shengzhong Liu, Tarek F. Abdelzaher:
Revisiting "Over-smoothing" in Deep GCNs. CoRR abs/2003.13663 (2020) - [i22]Chao Xu, Jinyang Li, Tarek F. Abdelzaher, Heng Ji, Boleslaw K. Szymanski, John Dellaverson:
The Paradox of Information Access: On Modeling Social-Media-Induced Polarization. CoRR abs/2004.01106 (2020) - [i21]Tarek F. Abdelzaher, Heng Ji, Jinyang Li, Chaoqi Yang, John Dellaverson, Lixia Zhang, Chao Xu, Boleslaw K. Szymanski:
The Paradox of Information Access: Growing Isolation in the Age of Sharing. CoRR abs/2004.01967 (2020) - [i20]Huajie Shao, Shuochao Yao, Dachun Sun, Aston Zhang, Shengzhong Liu, Dongxin Liu, Jun Wang, Tarek F. Abdelzaher:
Controllable Variational Autoencoder. CoRR abs/2004.05988 (2020) - [i19]Huajie Shao, Dachun Sun, Jiahao Wu, Zecheng Zhang, Aston Zhang, Shuochao Yao, Shengzhong Liu, Tianshi Wang, Chao Zhang, Tarek F. Abdelzaher:
paper2repo: GitHub Repository Recommendation for Academic Papers. CoRR abs/2004.06059 (2020) - [i18]Chaoqi Yang, Ruijie Wang, Fangwei Gao, Dachun Sun, Jiawei Tang, Tarek F. Abdelzaher:
Quantifying Projected Impact of Social Distancing Policies on COVID-19 Outcomes in the US. CoRR abs/2005.00112 (2020) - [i17]Chaoqi Yang, Ruijie Wang, Shuochao Yao, Tarek F. Abdelzaher:
Hypergraph Learning with Line Expansion. CoRR abs/2005.04843 (2020) - [i16]Saurabh Bagchi, Tarek F. Abdelzaher, Ramesh Govindan, Prashant J. Shenoy, Akanksha Atrey, Pradipta Ghosh, Ran Xu:
New Frontiers in IoT: Networking, Systems, Reliability, and Security Challenges. CoRR abs/2005.07338 (2020) - [i15]Huajie Shao, Haohong Lin, Qinmin Yang, Shuochao Yao, Tarek F. Abdelzaher:
Challenging β-VAE with β<1 for Disentanglement Via Dynamic Learning. CoRR abs/2009.06795 (2020) - [i14]Shuochao Yao, Yifan Hao, Yiran Zhao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Tianshi Wang, Jinyang Li, Tarek F. Abdelzaher:
Scheduling Real-time Deep Learning Services as Imprecise Computations. CoRR abs/2011.01112 (2020) - [i13]Huajie Shao, Zhisheng Xiao, Shuochao Yao, Aston Zhang, Shengzhong Liu, Tarek F. Abdelzaher:
ControlVAE: Tuning, Analytical Properties, and Performance Analysis. CoRR abs/2011.01754 (2020) - [i12]Yanbing Mao, Naira Hovakimyan, Tarek F. Abdelzaher, Evangelos A. Theodorou:
Social System Inference from Noisy Observations. CoRR abs/2012.03075 (2020)
2010 – 2019
- 2019
- [j88]Dong Wang, Boleslaw K. Szymanski, Tarek F. Abdelzaher, Heng Ji, Lance M. Kaplan:
The Age of Social Sensing. Computer 52(1): 36-45 (2019) - [j87]Jung-Eun Kim, Tarek F. Abdelzaher, Lui Sha, Amotz Bar-Noy, Reginald L. Hobbs, William Dron:
Decision-driven scheduling. Real Time Syst. 55(3): 514-551 (2019) - [c268]Tarek F. Abdelzaher:
On Urban Event Tracking from Online Media: A Social Cognition Perspective. CogMI 2019: 160-167 - [c267]Huajie Shao, Shuochao Yao, Yiran Zhao, Lu Su, Zhibo Wang, Dongxin Liu, Shengzhong Liu, Lance M. Kaplan, Tarek F. Abdelzaher:
Unsupervised Fact-finding with Multi-modal Data in Social Sensing. FUSION 2019: 1-8 - [c266]Abdelrahman Fahim, Ajaya Neupane, Evangelos E. Papalexakis, Lance M. Kaplan, Srikanth V. Krishnamurthy, Tarek F. Abdelzaher:
Edge-Assisted Detection and Summarization of Key Global Events from Distributed Crowd-Sensed Data. IC2E 2019: 76-85 - [c265]Yiran Zhao, Shuochao Yao, Dongxin Liu, Huajie Shao, Shengzhong Liu, Tarek F. Abdelzaher:
Simulation Evaluation of Fuel-Saving Systems in the City of Chicago. ICCCN 2019: 1-9 - [c264]Simon Shamoun, Tarek F. Abdelzaher, Amotz Bar-Noy:
Dynamic sensor selection for path coverage. ICDCN 2019: 277-281 - [c263]Shengzhong Liu, Shuochao Yao, Dongxin Liu, Huajie Shao, Yiran Zhao, Xinzhe Fu, Tarek F. Abdelzaher:
A Latent Hawkes Process Model for Event Clustering and Temporal Dynamics Learning with Applications in GitHub. ICDCS 2019: 1275-1285 - [c262]Shuochao Yao, Kasthuri Jayarajah, Archan Misra, Tarek F. Abdelzaher, Yifan Hao, Yiran Zhao, Ailing Piao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Shaohan Hu, Dulanga Weerakoon:
Eugene: Towards Deep Intelligence as a Service. ICDCS 2019: 1630-1640 - [c261]Shuochao Yao, Yiran Zhao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Yifan Hao, Ailing Piao, Shaohan Hu, Su Lu, Tarek F. Abdelzaher:
SADeepSense: Self-Attention Deep Learning Framework for Heterogeneous On-Device Sensors in Internet of Things Applications. INFOCOM 2019: 1243-1251 - [c260]Stephen Russell, Tarek F. Abdelzaher, Niranjan Suri:
Multi-Domain Effects and the Internet of Battlefield Things. MILCOM 2019: 724-730 - [c259]Jongdeog Lee, Suk Min Hwang, Tarek F. Abdelzaher, Kelvin Marcus, Kevin Chan:
Pub/Sub-Sum: A Content Summarization Pub/Sub Protocol for Information-Centric Networks. MILCOM 2019: 847-852 - [c258]Simon Shamoun, Tarek F. Abdelzaher, Amotz Bar-Noy:
Maximum Gaps in Path Coverage. MSWiM 2019: 109-112 - [c257]Tai-Sheng Cheng, Tarek F. Abdelzaher:
Scheduling Shared Data Acquisition for Real-time Decision Making. RTCSA 2019: 1-6 - [c256]Shuochao Yao, Tianshi Wang, Jinyang Li, Tarek F. Abdelzaher:
Stardust: A deep learning serving system in IoT: demo abstract. SenSys 2019: 402-403 - [c255]Hang Cui, Tarek F. Abdelzaher, Lance M. Kaplan:
A Semi-Supervised Active-learning Truth Estimator for Social Networks. WWW 2019: 296-306 - [c254]Shuochao Yao, Ailing Piao, Wenjun Jiang, Yiran Zhao, Huajie Shao, Shengzhong Liu, Dongxin Liu, Jinyang Li, Tianshi Wang, Shaohan Hu, Lu Su, Jiawei Han, Tarek F. Abdelzaher:
STFNets: Learning Sensing Signals from the Time-Frequency Perspective with Short-Time Fourier Neural Networks. WWW 2019: 2192-2202 - [i11]Shuochao Yao, Ailing Piao, Wenjun Jiang, Yiran Zhao, Huajie Shao, Shengzhong Liu, Dongxin Liu, Jinyang Li, Tianshi Wang, Shaohan Hu, Lu Su, Jiawei Han, Tarek F. Abdelzaher:
STFNets: Learning Sensing Signals from the Time-Frequency Perspective with Short-Time Fourier Neural Networks. CoRR abs/1902.07849 (2019) - [i10]Yunan Zhang, Heting Gao, Tarek F. Abdelzaher:
Macross: Urban Dynamics Modeling based on Metapath Guided Cross-Modal Embedding. CoRR abs/1911.12866 (2019) - 2018
- [j86]Shuochao Yao, Yiran Zhao, Aston Zhang, Shaohan Hu, Huajie Shao, Chao Zhang, Lu Su, Tarek F. Abdelzaher:
Deep Learning for the Internet of Things. Computer 51(5): 32-41 (2018) - [j85]Tarek F. Abdelzaher, Nora Ayanian, Tamer Basar, Suhas N. Diggavi, Jana Diesner, Deepak Ganesan, Ramesh Govindan, Susmit Jha, Tancrède Lepoint, Benjamin M. Marlin, Klara Nahrstedt, David M. Nicol, Raj Rajkumar, Stephen Russell, Sanjit A. Seshia, Fei Sha, Prashant J. Shenoy, Mani B. Srivastava, Gaurav S. Sukhatme, Ananthram Swami, Paulo Tabuada, Don Towsley, Nitin H. Vaidya, Venugopal V. Veeravalli:
Toward an Internet of Battlefield Things: A Resilience Perspective. Computer 51(11): 24-36 (2018) - [j84]Shuochao Yao, Yiran Zhao, Huajie Shao, Chao Zhang, Aston Zhang, Shaohan Hu, Dongxin Liu, Shengzhong Liu, Lu Su, Tarek F. Abdelzaher:
SenseGAN: Enabling Deep Learning for Internet of Things with a Semi-Supervised Framework. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2(3): 144:1-144:21 (2018) - [j83]Jongdeog Lee, Kelvin Marcus, Tarek F. Abdelzaher, Md. Tanvir Al Amin, Amotz Bar-Noy, William Dron, Ramesh Govindan, Reginald L. Hobbs, Shaohan Hu, Jung-Eun Kim, Lui Sha, Shuochao Yao, Yiran Zhao:
Athena: Towards Decision-Centric Anticipatory Sensor Information Delivery. J. Sens. Actuator Networks 7(1): 5 (2018) - [j82]Wei Zhao, Tarek F. Abdelzaher:
Preface to the Special Issue: Toward an Efficient and Effective Internet of Things for Cyber-Physical Systems. ACM Trans. Cyber Phys. Syst. 2(2): 7:1-7:2 (2018) - [j81]Wei Zhao, Tarek F. Abdelzaher:
Preface to the Special Issue: Toward an Efficient and Effective Internet of Things for Cyber-Physical Systems (Part II). ACM Trans. Cyber Phys. Syst. 2(3): 15:1-15:2 (2018) - [j80]Wenjun Jiang, Chenglin Miao, Lu Su, Qi Li, Shaohan Hu, Shiguang Wang, Jing Gao, Hengchang Liu, Tarek F. Abdelzaher, Jiawei Han, Xue (Steve) Liu, Yan Gao, Lance M. Kaplan:
Towards Quality Aware Information Integration in Distributed Sensing Systems. IEEE Trans. Parallel Distributed Syst. 29(1): 198-211 (2018) - [c253]Hang Cui, Tarek F. Abdelzaher, Lance M. Kaplan:
Recursive Truth Estimation of Time-Varying Sensing Data from Online Open Sources. DCOSS 2018: 25-34 - [c252]Simon Shamoun, Jie Mei, Tarek F. Abdelzaher, Amotz Bar-Noy:
Leveraging Knowledge for Path Exposure. DCOSS 2018: 103-110 - [c251]Simon Shamoun, Tianyi Tu, Amotz Bar-Noy, Tarek F. Abdelzaher:
Poster: Local Algorithms for Sensor Selection. EWSN 2018: 179-180 - [c250]Jongdeog Lee, Yifan Hao, Tarek F. Abdelzaher, Kelvin Marcus, Reginald L. Hobbs:
A Command-by-Intent Architecture for Battlefield Information Acquisition Systems. FUSION 2018: 2298-2305 - [c249]Yiran Zhao, Shuochao Yao, Huajie Shao, Tarek F. Abdelzaher:
Codrive: cooperative driving scheme for vehicles in urban signalized intersections. ICCPS 2018: 308-319 - [c248]Shuochao Yao, Yiran Zhao, Huajie Shao, Chao Zhang, Aston Zhang, Dongxin Liu, Shengzhong Liu, Lu Su, Tarek F. Abdelzaher:
ApDeepSense: Deep Learning Uncertainty Estimation without the Pain for IoT Applications. ICDCS 2018: 334-343 - [c247]Tarek F. Abdelzaher, Nora Ayanian, Tamer Basar, Suhas N. Diggavi, Jana Diesner, Deepak Ganesan, Ramesh Govindan, Susmit Jha, Tancrède Lepoint, Benjamin M. Marlin, Klara Nahrstedt, David M. Nicol, Raj Rajkumar, Stephen Russell, Sanjit A. Seshia, Fei Sha, Prashant J. Shenoy, Mani B. Srivastava, Gaurav S. Sukhatme, Ananthram Swami, Paulo Tabuada, Don Towsley, Nitin H. Vaidya, Venugopal V. Veeravalli:
Will Distributed Computing Revolutionize Peace? The Emergence of Battlefield IoT. ICDCS 2018: 1129-1138 - [c246]Huajie Shao, Shuochao Yao, Yiran Zhao, Chao Zhang, Jinda Han, Lance M. Kaplan, Lu Su, Tarek F. Abdelzaher:
A Constrained Maximum Likelihood Estimator for Unguided Social Sensing. INFOCOM 2018: 2429-2437 - [c245]William Dron, Andrew Hunter, Ali Sydney, Siddharth Pal, John P. Hancock, Lisa Scott, Tarek F. Abdelzaher, Jiawei Han, Sibel Adali, Benjamin D. Horne:
Multi-Domain Integration and Correlation Engine. MILCOM 2018: 1-9 - [c244]Stephen Russell, Tarek F. Abdelzaher:
The Internet of Battlefield Things: The Next Generation of Command, Control, Communications and Intelligence (C3I) Decision-Making. MILCOM 2018: 737-742 - [c243]Jongdeog Lee, Tarek F. Abdelzaher, Hang Qiu, Ramesh Govindan, Kelvin Marcus, Reginald L. Hobbs, Niranjan Suri, Will Dron:
On Tracking Realistic Targets in a Megacity with Contested Domain Access. MILCOM 2018: 743-748 - [c242]Shuochao Yao, Yiran Zhao, Shaohan Hu, Tarek F. Abdelzaher:
QualityDeepSense: Quality-Aware Deep Learning Framework for Internet of Things Applications with Sensor-Temporal Attention. EMDL@MobiSys 2018: 42-47 - [c241]Karim Khalil, Azeem Aqil, Srikanth V. Krishnamurthy, Tarek F. Abdelzaher, Lance M. Kaplan:
NEST: Efficient Transport of Data Summaries over Named Data Networks. Networking 2018: 280-288 - [c240]Simon Shamoun, Tianyi Tu, Tarek F. Abdelzaher, Amotz Bar-Noy:
Local Algorithms for Sensor Selection. PE-WASUN 2018: 84-91 - [c239]Shuochao Yao, Yiran Zhao, Huajie Shao, Shengzhong Liu, Dongxin Liu, Lu Su, Tarek F. Abdelzaher:
FastDeepIoT: Towards Understanding and Optimizing Neural Network Execution Time on Mobile and Embedded Devices. SenSys 2018: 278-291 - [c238]Shuochao Yao, Yifan Hao, Dongxin Liu, Shengzhong Liu, Huajie Shao, Jiahao Wu, Mouna Bamba, Tarek F. Abdelzaher, James Flamino, Boleslaw K. Szymanski:
A predictive Self-Configuring Simulator for Online Media. WSC 2018: 1262-1273 - [i9]Dong Wang, Boleslaw K. Szymanski, Tarek F. Abdelzaher, Heng Ji, Lance M. Kaplan:
The Age of Social Sensing. CoRR abs/1801.09116 (2018) - [i8]Shuochao Yao, Yiran Zhao, Huajie Shao, Shengzhong Liu, Dongxin Liu, Lu Su, Tarek F. Abdelzaher:
FastDeepIoT: Towards Understanding and Optimizing Neural Network Execution Time on Mobile and Embedded Devices. CoRR abs/1809.06970 (2018) - 2017
- [j79]Yiran Zhao, Shuochao Yao, Shen Li, Shaohan Hu, Huajie Shao, Tarek F. Abdelzaher:
VibeBin: A Vibration-Based Waste Bin Level Detection System. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1(3): 122:1-122:22 (2017) - [j78]Shuochao Yao, Yiran Zhao, Huajie Shao, Aston Zhang, Chao Zhang, Shen Li, Tarek F. Abdelzaher:
RDeepSense: Reliable Deep Mobile Computing Models with Uncertainty Estimations. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1(4): 173:1-173:26 (2017) - [j77]Prasanna Giridhar, Md. Tanvir Al Amin, Tarek F. Abdelzaher, Dong Wang, Lance M. Kaplan, Jemin George, Raghu K. Ganti:
ClariSense+: An enhanced traffic anomaly explanation service using social network feeds. Pervasive Mob. Comput. 41: 381-396 (2017) - [j76]