Tarek F. Abdelzaher - researchr alias

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Viewing Publication 1 - 100 from 428

2023

Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot LearningYu Meng 0001, Martin Michalski, Jiaxin Huang, Yu Zhang, Tarek F. Abdelzaher, Jiawei Han 0001. icml 2023: 24457-24477 [doi]

Noisy Positive-Unlabeled Learning with Self-Training for Speculative Knowledge Graph ReasoningRuijie Wang 0004, Baoyu Li, Yichen Lu, Dachun Sun, Jinning Li, Yuchen Yan, Shengzhong Liu, Hanghang Tong, Tarek F. Abdelzaher. acl 2023: 2440-2457 [doi]

Scheduling Classifiers for Real-Time Hazard Perception Considering Functional UncertaintyTarek F. Abdelzaher, Sanjoy K. Baruah, Iain Bate, Alan Burns 0001, Robert Ian Davis, Yigong Hu. rtns 2023: 143-154 [doi]

Scheduling IDK classifiers with arbitrary dependences to minimize the expected time to successful classificationTarek F. Abdelzaher, Kunal Agrawal, Sanjoy K. Baruah, Alan Burns 0001, Robert I. Davis 0001, Zhishan Guo, Yigong Hu. rts, 59(3):348-407, September 2023. [doi]

AcTrak: Controlling a Steerable Surveillance Camera using Reinforcement LearningAbdulrahman Fahim, Evangelos E. Papalexakis, Srikanth V. Krishnamurthy, Amit K. Roy Chowdhury, Lance M. Kaplan, Tarek F. Abdelzaher. tcps, 7(2), April 2023. [doi]

MOSAIC: Spatially-Multiplexed Edge AI Optimization over Multiple Concurrent Video Sensing StreamsIla Gokarn, Hemanth Sabella, Yigong Hu, Tarek F. Abdelzaher, Archan Misra. gacm 2023: 278-288 [doi]

Underprovisioned GPUs: On Sufficient Capacity for Real-Time Mission-Critical PerceptionYigong Hu, Ila Gokarn, Shengzhong Liu, Archan Misra, Tarek F. Abdelzaher. icccn 2023: 1-10 [doi]

TwinSync: A Digital Twin Synchronization Protocol for Bandwidth-Limited IoT ApplicationsDeepti Kalasapura, Jinyang Li 0004, Shengzhong Liu, Yizhuo Chen, Ruijie Wang 0004, Tarek F. Abdelzaher, Matthew Caesar 0001, Joydeep Bhattacharyya, Jae Kim, Guijun Wang, Greg Kimberly, Josh D. Eckhardt, Denis Osipychev. icccn 2023: 1 [doi]

Generalized self-cueing real-time attention scheduling with intermittent inspection and image resizingShengzhong Liu, Xinzhe Fu, Yigong Hu, Maggie B. Wigness, Philip David, Shuochao Yao, Lui Sha, Tarek F. Abdelzaher. rts, 59(2):302-343, 2023. [doi]

Mutually-paced Knowledge Distillation for Cross-lingual Temporal Knowledge Graph ReasoningRuijie Wang, Zheng Li, Jingfeng Yang, Tianyu Cao, Chao Zhang, Bing Yin, Tarek F. Abdelzaher. WWW 2023: 2621-2632 [doi]

2022

Learning to Sample and Aggregate: Few-shot Reasoning over Temporal Knowledge GraphsRuijie Wang 0004, Zheng Li, Dachun Sun, Shengzhong Liu, Jinning Li, Bing Yin, Tarek F. Abdelzaher. nips 2022: [doi]

Context-aware Collaborative Neuro-Symbolic Inference in IoBTsTarek F. Abdelzaher, Nathaniel D. Bastian, Susmit Jha, Lance M. Kaplan, Mani B. Srivastava, Venugopal V. Veeravalli. milcom 2022: 1053-1058 [doi]

SenseLens: An Efficient Social Signal Conditioning System for True Event DetectionHang Cui, Tarek F. Abdelzaher. tosn, 18(2), 2022. [doi]

BigEye: Detection and Summarization of Key Global Events From Distributed Crowdsensed DataAbdulrahman Fahim, Ajaya Neupane, Evangelos E. Papalexakis, Lance M. Kaplan, Srikanth V. Krishnamurthy, Tarek F. Abdelzaher. iotj, 9(12):9749-9765, 2022. [doi]

DARTS: Distributed IoT Architecture for Real-Time, Resilient and AI-Compressed WorkflowsRagini Gupta, Bo Chen 0025, Shengzhong Liu, Tianshi Wang, Sandeep Singh Sandha, Abel Souza, Klara Nahrstedt, Tarek F. Abdelzaher, Mani B. Srivastava, Prashant J. Shenoy, Jeffrey Smith, Maggie B. Wigness, Niranjan Suri. podc 2022: 15-23 [doi]

Real-time task scheduling with image resizing for criticality-based machine perceptionYigong Hu, Shengzhong Liu, Tarek F. Abdelzaher, Maggie B. Wigness, Philip David. rts, 58(4):430-455, 2022. [doi]

ComAI: Enabling Lightweight, Collaborative Intelligence by Retrofitting Vision DNNsKasthuri Jayarajah, Dhanuja Wanniarachchige, Tarek F. Abdelzaher, Archan Misra. infocom 2022: 41-50 [doi]

Enabling Real-time AI Inference on Mobile Devices via GPU-CPU Collaborative ExecutionHao Li, Joseph K. Ng, Tarek F. Abdelzaher. rtcsa 2022: 195-204 [doi]

Unsupervised Belief Representation Learning with Information-Theoretic Variational Graph Auto-EncodersJinning Li, Huajie Shao, Dachun Sun, Ruijie Wang 0004, Yuchen Yan, Jinyang Li 0004, Shengzhong Liu, Hanghang Tong, Tarek F. Abdelzaher. sigir 2022: 1728-1738 [doi]

Multi-View Scheduling of Onboard Live Video Analytics to Minimize Frame Processing LatencyShengzhong Liu, Tianshi Wang, Hongpeng Guo, Xinzhe Fu, Philip David, Maggie B. Wigness, Archan Misra, Tarek F. Abdelzaher. icdcs 2022: 503-514 [doi]

AdaMask: Enabling Machine-Centric Video Streaming with Adaptive Frame Masking for DNN Inference OffloadingShengzhong Liu, Tianshi Wang, Jinyang Li, Dachun Sun, Mani B. Srivastava, Tarek F. Abdelzaher. mm 2022: 3035-3044 [doi]

IoBT-OS: Optimizing the Sensing-to-Decision Loop for the Internet of Battlefield ThingsDongxin Liu, Tarek F. Abdelzaher, Tianshi Wang, Yigong Hu, Jinyang Li, Shengzhong Liu, Matthew Caesar, Deepti Kalasapura, Joydeep Bhattacharyya, Nassy Srour, Jae Kim, Guijun Wang, Greg Kimberly, Shouchao Yao. icccn 2022: 1-10 [doi]

Self-Cueing Real-Time Attention Scheduling in Criticality-Aware Visual Machine PerceptionShengzhong Liu, Xinzhe Fu, Maggie B. Wigness, Philip David, Shuochao Yao, Lui Sha, Tarek F. Abdelzaher. rtas 2022: 173-186 [doi]

Real-Time Task Scheduling for Machine Perception in Intelligent Cyber-Physical SystemsShengzhong Liu, Shuochao Yao, Xinzhe Fu, Huajie Shao, Rohan Tabish, Simon Yu, Ayoosh Bansal, Heechul Yun, Lui Sha, Tarek F. Abdelzaher. TC, 71(8):1770-1783, 2022. [doi]

ControlVAE: Tuning, Analytical Properties, and Performance AnalysisHuajie Shao, Zhisheng Xiao, Shuochao Yao, Dachun Sun, Aston Zhang, Shengzhong Liu, Tianshi Wang, Jinyang Li 0004, Tarek F. Abdelzaher. pami, 44(12):9285-9297, 2022. [doi]

URSABench: A System for Comprehensive Benchmarking of Bayesian Deep Neural Network Models and Inference methodsMeet P. Vadera, Jinyang Li 0004, Adam D. Cobb, Brian Jalaian, Tarek F. Abdelzaher, Benjamin M. Marlin. mlsys 2022: [doi]

The Methodological Pitfall of Dataset-Driven Research on Deep Learning: An IoT ExampleTianshi Wang, Denizhan Kara, Jinyang Li 0004, Shengzhong Liu, Tarek F. Abdelzaher, Brian Jalaian. milcom 2022: 1082-1087 [doi]

RETE: Retrieval-Enhanced Temporal Event Forecasting on Unified Query Product Evolutionary GraphRuijie Wang, Zheng Li, Danqing Zhang, Qingyu Yin, Tong Zhao, Bing Yin, Tarek F. Abdelzaher. WWW 2022: 462-472 [doi]

Dissecting Cross-Layer Dependency Inference on Multi-Layered Inter-Dependent NetworksYuchen Yan, Qinghai Zhou, Jinning Li, Tarek F. Abdelzaher, Hanghang Tong. CIKM 2022: 2341-2351 [doi]

Semi-supervised Hypergraph Node Classification on Hypergraph Line ExpansionChaoqi Yang, Ruijie Wang 0004, Shuochao Yao, Tarek F. Abdelzaher. CIKM 2022: 2352-2361 [doi]

2021

DyDiff-VAE: A Dynamic Variational Framework for Information Diffusion PredictionRuijie Wang 0004, Zijie Huang 0001, Shengzhong Liu, Huajie Shao, Dongxin Liu, Jinyang Li 0004, Tianshi Wang, Dachun Sun, Shuochao Yao, Tarek F. Abdelzaher. sigir 2021: 163-172 [doi]

Towards an Accurate Latency Model for Convolutional Neural Network Layers on GPUsJinyang Li 0004, Runyu Ma, Vikram Sharma Mailthody, Colin Samplawski, Benjamin M. Marlin, Songqing Chen, Shuochao Yao, Tarek F. Abdelzaher. milcom 2021: 904-909 [doi]

Research Challenges for Combined Autonomy, AI, and Real-Time AssuranceTarek F. Abdelzaher, Sanjoy K. Baruah, Chris Gill 0001, Yevgeniy Vorobeychik, Ning Zhang, Xuan Zhang 0001. cogmi 2021: 163-167 [doi]

The voice of silence: interpreting silence in truth discovery on social mediaHang Cui, Tarek F. Abdelzaher. asunam 2021: 82-89 [doi]

Optimizing Intelligent Edge-clouds with Partitioning, Compression and Speculative InferenceShiwei Fang, Jin Huang, Colin Samplawski, Deepak Ganesan, Benjamin M. Marlin, Tarek F. Abdelzaher, Maggie B. Wigness. milcom 2021: 892-896 [doi]

On Exploring Image Resizing for Optimizing Criticality-based Machine PerceptionYigong Hu, Shengzhong Liu, Tarek F. Abdelzaher, Maggie Wigness, Philip David. rtcsa 2021: 169-178 [doi]

On Exploring Attention-based Explanation for Transformer Models in Text ClassificationShengzhong Liu, Franck Le, Supriyo Chakraborty, Tarek F. Abdelzaher. bigdataconf 2021: 1193-1203 [doi]

Semi-Supervised Contrastive Learning for Human Activity RecognitionDongxin Liu, Tarek F. Abdelzaher. dcoss 2021: 45-53 [doi]

Self-Contrastive Learning based Semi-Supervised Radio Modulation ClassificationDongxin Liu, Peng Wang, Tianshi Wang, Tarek F. Abdelzaher. milcom 2021: 777-782 [doi]

Contrastive Self-Supervised Representation Learning for Sensing Signals from the Time-Frequency PerspectiveDongxin Liu, Tianshi Wang, Shengzhong Liu, Ruijie Wang 0004, Shuochao Yao, Tarek F. Abdelzaher. icccn 2021: 1-10 [doi]

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 ThingsSabah Mohammed, Jinan Fiaidhi, Carlos Ramos 0001, Tai-Hoon Kim, Wai-Chi Fang, Tarek F. Abdelzaher. ACM Trans. Internet Techn., 21(1):11-55, 2021. [doi]

Controllable and Diverse Text Generation in E-commerceHuajie Shao, Jun Wang, Haohong Lin, Xuezhou Zhang, Aston Zhang, Heng Ji, Tarek F. Abdelzaher. WWW 2021: 2392-2401 [doi]

Truth Discovery With Multi-Modal Data in Social SensingHuajie Shao, Dachun Sun, Shuochao Yao, Lu Su, Zhibo Wang, Dongxin Liu, Shengzhong Liu, Lance M. Kaplan, Tarek F. Abdelzaher. TC, 70(9):1325-1337, 2021. [doi]

Computational Modeling of Hierarchically Polarized Groups by Structured Matrix FactorizationDachun Sun, Chaoqi Yang, Jinyang Li 0004, Ruijie Wang 0004, Shuochao Yao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Tianshi Wang, Tarek F. Abdelzaher. fdata, 4:729881, 2021. [doi]

Editorial for special issue on "D-Sense: Algorithms, systems and applications of distributed sensing"Niki Trigoni, Gian Pietro Picco, Tarek F. Abdelzaher. adhoc, 120:102585, 2021. [doi]

Audio Keyword Reconstruction from On-Device Motion Sensor Signals via Neural Frequency UnfoldingTianshi Wang, Shuochao Yao, Shengzhong Liu, Jinyang Li 0004, Dongxin Liu, Huajie Shao, Ruijie Wang 0004, Tarek F. Abdelzaher. imwut, 5(3), 2021. [doi]

On Polarization Dynamics in the Age of Information OverloadChao Xu, Jinyang Li 0004, Dachun Sun, Ruijie Wang 0004, Tarek F. Abdelzaher, Jesse Graham, Boleslaw K. Szymanski. icwsm 2021: [doi]

Deep Compressive Offloading: Speeding Up Edge Offloading for AI ServicesShuochao Yao, Jinyang Li 0004, Dongxin Liu, Tianshi Wang, Shengzhong Liu, Huajie Shao, Tarek F. Abdelzaher. sigmobile, 25(1):39-42, 2021. [doi]

2020

Reports of the Workshops Held at the 2020 International Association for the Advancement of Artificial Intelligence Conference on Web and Social MediaTarek F. Abdelzaher, Jisun An, Marya Bazzi, Jeremy Blackburn, Ugur Kursuncu, Yelena Mejova, Jérémie Rappaz, Horacio Saggion, Panayiotis Smeros, Sanjaya Wijeratne, Ning Yu. aim, 41(4):115-120, 2020. [doi]

Five Challenges in Cloud-enabled Intelligence and ControlTarek F. Abdelzaher, Yifan Hao, Kasthuri Jayarajah, Archan Misra, Per Skarin, Shuochao Yao, Dulanga Weerakoon, Karl-Erik Årzén. ACM Trans. Internet Techn., 20(1), 2020. [doi]

New Frontiers in IoT: Networking, Systems, Reliability, and Security ChallengesSaurabh Bagchi, Tarek F. Abdelzaher, Ramesh Govindan, Prashant J. Shenoy, Akanksha Atrey, Pradipta Ghosh, Ran Xu. iotj, 7(12):11330-11346, 2020. [doi]

On Removing Algorithmic Priority Inversion from Mission-critical Machine Inference PipelinesShengzhong Liu, Shuochao Yao, Xinzhe Fu, Rohan Tabish, Simon Yu, Ayoosh Bansal, Heechul Yun, Lui Sha, Tarek F. Abdelzaher. rtss 2020: 319-332 [doi]

GIobalFusion: A Global Attentional Deep Learning Framework for Multisensor Information FusionShengzhong Liu, Shuochao Yao, Jinyang Li 0004, Dongxin Liu, Tianshi Wang, Huajie Shao, Tarek F. Abdelzaher. imwut, 4(1), 2020. [doi]

Handling Missing Sensors in Topology-Aware IoT Applications with Gated Graph Neural NetworkShengzhong Liu, Shuochao Yao, Yifei Huang, Dongxin Liu, Huajie Shao, Yiran Zhao, Jinyang Li 0004, Tianshi Wang, Ruijie Wang, Chaoqi Yang, Tarek F. Abdelzaher. imwut, 4(3):90, 2020. [doi]

On Uncertainty and Robustness in Large-Scale Intelligent Data Fusion SystemsBenjamin M. Marlin, Tarek F. Abdelzaher, Gabriela 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 Wigness. cogmi 2020: 82-91 [doi]

Misinformation Detection and Adversarial Attack Cost Analysis in Directional Social NetworksHuajie Shao, Shuochao Yao, Andong Jing, Shengzhong Liu, Dongxin Liu, Tianshi Wang, Jinyang Li 0004, Chaoqi Yang, Ruijie Wang, Tarek F. Abdelzaher. icccn 2020: 1-11 [doi]

paper2repo: GitHub Repository Recommendation for Academic PapersHuajie Shao, Dachun Sun, Jiahao Wu, Zecheng Zhang, Aston Zhang, Shuochao Yao, Shengzhong Liu, Tianshi Wang, Chao Zhang, Tarek F. Abdelzaher. WWW 2020: 629-639 [doi]

{CHuajie Shao, Shuochao Yao, Dachun Sun, Aston Zhang, Shengzhong Liu, Dongxin Liu, Jun Wang, Tarek F. Abdelzaher. icml 2020: 8655-8664 [doi]

Hierarchical Overlapping Belief Estimation by Structured Matrix FactorizationChaoqi Yang, Jinyang Li, Ruijie Wang 0004, Shuochao Yao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Tianshi Wang, Tarek F. Abdelzaher. asunam 2020: 81-88 [doi]

Deep compressive offloading: speeding up neural network inference by trading edge computation for network latencyShuochao Yao, Jinyang Li 0004, Dongxin Liu, Tianshi Wang, Shengzhong Liu, Huajie Shao, Tarek F. Abdelzaher. sensys 2020: 476-488 [doi]

Scheduling Real-time Deep Learning Services as Imprecise ComputationsShuochao Yao, Yifan Hao, Yiran Zhao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Tianshi Wang, Jinyang Li 0004, Tarek F. Abdelzaher. rtcsa 2020: 1-10 [doi]

2019

Multi-Domain Effects and the Internet of Battlefield ThingsStephen Russell 0001, Tarek F. Abdelzaher, Niranjan Suri. milcom 2019: 724-730 [doi]

On Urban Event Tracking from Online Media: A Social Cognition PerspectiveTarek F. Abdelzaher. cogmi 2019: 160-167 [doi]

Scheduling Shared Data Acquisition for Real-time Decision MakingTai-Sheng Cheng, Tarek F. Abdelzaher. rtcsa 2019: 1-6 [doi]

A Semi-Supervised Active-learning Truth Estimator for Social NetworksHang Cui, Tarek F. Abdelzaher, Lance M. Kaplan. WWW 2019: 296-306 [doi]

Edge-Assisted Detection and Summarization of Key Global Events from Distributed Crowd-Sensed DataAbdelrahman Fahim, Ajaya Neupane, Evangelos E. Papalexakis, Lance M. Kaplan, Srikanth V. Krishnamurthy, Tarek F. Abdelzaher. ic2e 2019: 76-85 [doi]

Decision-driven schedulingJung-Eun Kim, Tarek F. Abdelzaher, Lui Sha, Amotz Bar-Noy, Reginald L. Hobbs, William Dron. rts, 55(3):514-551, 2019. [doi]

Pub/Sub-Sum: A Content Summarization Pub/Sub Protocol for Information-Centric NetworksJongdeog Lee, Suk Min Hwang, Tarek F. Abdelzaher, Kelvin Marcus, Kevin Chan 0001. milcom 2019: 847-852 [doi]

A Latent Hawkes Process Model for Event Clustering and Temporal Dynamics Learning with Applications in GitHubShengzhong Liu, Shuochao Yao, Dongxin Liu, Huajie Shao, Yiran Zhao, Xinzhe Fu, Tarek F. Abdelzaher. icdcs 2019: 1275-1285 [doi]

Dynamic sensor selection for path coverageSimon Shamoun, Tarek F. Abdelzaher, Amotz Bar-Noy. icdcn 2019: 277-281 [doi]

Maximum Gaps in Path CoverageSimon Shamoun, Tarek F. Abdelzaher, Amotz Bar-Noy. mswim 2019: 109-112 [doi]

Unsupervised Fact-finding with Multi-modal Data in Social SensingHuajie Shao, Shuochao Yao, Yiran Zhao, Lu Su, Zhibo Wang, Dongxin Liu, Shengzhong Liu, Lance M. Kaplan, Tarek F. Abdelzaher. fusion 2019: 1-8 [doi]

SADeepSense: Self-Attention Deep Learning Framework for Heterogeneous On-Device Sensors in Internet of Things ApplicationsShuochao Yao, Yiran Zhao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Yifan Hao, Ailing Piao, Shaohan Hu, Su Lu, Tarek F. Abdelzaher. infocom 2019: 1243-1251 [doi]

Stardust: A deep learning serving system in IoT: demo abstractShuochao Yao, Tianshi Wang, Jinyang Li, Tarek F. Abdelzaher. sensys 2019: 402-403 [doi]

Eugene: Towards Deep Intelligence as a ServiceShuochao Yao, Kasthuri Jayarajah, Archan Misra, Tarek F. Abdelzaher, Yifan Hao, Yiran Zhao, Ailing Piao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Shaohan Hu, Dulanga Weerakoon. icdcs 2019: 1630-1640 [doi]

STFNets: Learning Sensing Signals from the Time-Frequency Perspective with Short-Time Fourier Neural NetworksShuochao Yao, Ailing Piao, Wenjun Jiang, Yiran Zhao, Huajie Shao, Shengzhong Liu, Dongxin Liu, Jinyang Li, Tianshi Wang, Shaohan Hu, Lu Su, Jiawei Han 0001, Tarek F. Abdelzaher. WWW 2019: 2192-2202 [doi]

Simulation Evaluation of Fuel-Saving Systems in the City of ChicagoYiran Zhao, Shuochao Yao, Dongxin Liu, Huajie Shao, Shengzhong Liu, Tarek F. Abdelzaher. icccn 2019: 1-9 [doi]

2018

Recursive Truth Estimation of Time-Varying Sensing Data from Online Open SourcesHang Cui, Tarek F. Abdelzaher, Lance M. Kaplan. dcoss 2018: 25-34 [doi]

Multi-Domain Integration and Correlation EngineWilliam Dron, Andrew Hunter, Ali Sydney, Siddharth Pal, John P. Hancock, Lisa Scott, Tarek F. Abdelzaher, Jiawei Han 0001, Sibel Adali, Benjamin D. Horne. milcom 2018: 1-9 [doi]

Towards Quality Aware Information Integration in Distributed Sensing SystemsWenjun Jiang, Chenglin Miao, Lu Su, Qi Li, Shaohan Hu, ShiGuang Wang, Jing Gao, Hengchang Liu, Tarek F. Abdelzaher, Jiawei Han 0001, Xue (Steve) Liu, Yan Gao, Lance M. Kaplan. tpds, 29(1):198-211, 2018. [doi]

NEST: Efficient Transport of Data Summaries over Named Data NetworksKarim Khalil, Azeem Aqil, Srikanth V. Krishnamurthy, Tarek F. Abdelzaher, Lance Kaplan. networking 2018: 280-288 [doi]

A Command-by-Intent Architecture for Battlefield Information Acquisition SystemsJongdeog Lee, Yifan Hao, Tarek F. Abdelzaher, Kelvin Marcus, Reginald Hobbs. fusion 2018: 2298-2305 [doi]

On Tracking Realistic Targets in a Megacity with Contested Domain AccessJongdeog Lee, Tarek F. Abdelzaher, Hang Qiu, Ramesh Govindan, Kelvin Marcus, Reginald Hobbs, Niranjan Suri, Will Dron. milcom 2018: 743-748 [doi]

Athena: Towards Decision-Centric Anticipatory Sensor Information DeliveryJongdeog Lee, Kelvin Marcus, Tarek F. Abdelzaher, Md. Tanvir Al Amin, Amotz Bar-Noy, William Dron, Ramesh Govindan, Reginald Hobbs, Shaohan Hu, Jung-Eun Kim, Lui Sha, Shuochao Yao, Yiran Zhao. jsan, 7(1):5, 2018. [doi]

The Internet of Battlefield Things: The Next Generation of Command, Control, Communications and Intelligence (C3I) Decision-MakingStephen Russell, Tarek F. Abdelzaher. milcom 2018: 737-742 [doi]

Poster: Local Algorithms for Sensor SelectionSimon Shamoun, Tianyi Tu, Amotz Bar-Noy, Tarek F. Abdelzaher. ewsn 2018: 179-180 [doi]

Leveraging Knowledge for Path ExposureSimon Shamoun, Jie Mei, Tarek F. Abdelzaher, Amotz Bar-Noy. dcoss 2018: 103-110 [doi]

A Constrained Maximum Likelihood Estimator for Unguided Social SensingHuajie Shao, Shuochao Yao, Yiran Zhao, Chao Zhang, Jinda Han, Lance M. Kaplan, Lu Su, Tarek F. Abdelzaher. infocom 2018: 2429-2437 [doi]

A predictive Self-Configuring Simulator for Online MediaShuochao Yao, Yifan Hao, Dongxin Liu, Shengzhong Liu, Huajie Shao, Jiahao Wu, Mouna Bamba, Tarek F. Abdelzaher, James Flamino, Boleslaw K. Szymanski. wsc 2018: 1262-1273 [doi]

QualityDeepSense: Quality-Aware Deep Learning Framework for Internet of Things Applications with Sensor-Temporal AttentionShuochao Yao, Yiran Zhao, Shaohan Hu, Tarek F. Abdelzaher. mobisys 2018: 42-47 [doi]

ApDeepSense: Deep Learning Uncertainty Estimation without the Pain for IoT ApplicationsShuochao Yao, Yiran Zhao, Huajie Shao, Chao Zhang, Aston Zhang, Dongxin Liu, Shengzhong Liu, Lu Su, Tarek F. Abdelzaher. icdcs 2018: 334-343 [doi]

FastDeepIoT: Towards Understanding and Optimizing Neural Network Execution Time on Mobile and Embedded DevicesShuochao Yao, Yiran Zhao, Huajie Shao, Shengzhong Liu, Dongxin Liu, Lu Su, Tarek F. Abdelzaher. sensys 2018: 278-291 [doi]

Deep Learning for the Internet of ThingsShuochao Yao, Yiran Zhao, Aston Zhang, Shaohan Hu, Huajie Shao, Chao Zhang, Lu Su, Tarek F. Abdelzaher. Computer, 51(5):32-41, 2018. [doi]

Preface to the Special Issue: Toward an Efficient and Effective Internet of Things for Cyber-Physical Systems (Part II)Wei Zhao, Tarek F. Abdelzaher. tcps, 2(3), 2018. [doi]

Preface to the Special Issue: Toward an Efficient and Effective Internet of Things for Cyber-Physical SystemsWei Zhao, Tarek F. Abdelzaher. tcps, 2(2), 2018. [doi]

Codrive: cooperative driving scheme for vehicles in urban signalized intersectionsYiran Zhao, Shuochao Yao, Huajie Shao, Tarek F. Abdelzaher. iccps 2018: 308-319 [doi]

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