Tarek F. Abdelzaher - researchr alias

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Viewing Publication 1 - 100 from 464

2025

Phy-Taylor: Partially Physics-Knowledge-Enhanced Deep Neural Networks via NN EditingYanbing Mao, Yuliang Gu, Lui Sha, Huajie Shao, Qixin Wang, Tarek F. Abdelzaher. tnn, 36(1):447-461, January 2025. [doi]

2024

Towards Efficient Temporal Graph Learning: Algorithms, Frameworks, and ToolsRuijie Wang 0004, Wanyu Zhao, Dachun Sun, Charith Mendis, Tarek F. Abdelzaher. CIKM 2024: 5530-5533 [doi]

MetaHKG: Meta Hyperbolic Learning for Few-shot Temporal ReasoningRuijie Wang 0004, Yutong Zhang, Jinyang Li 0004, Shengzhong Liu, Dachun Sun, Tianchen Wang, Tianshi Wang, Yizhuo Chen, Denizhan Kara, Tarek F. Abdelzaher. sigir 2024: 59-69 [doi]

TGOnline: Enhancing Temporal Graph Learning with Adaptive Online Meta-LearningRuijie Wang 0004, Jingyuan Huang, Yutong Zhang, Jinyang Li 0004, Yufeng Wang, Wanyu Zhao, Shengzhong Liu, Charith Mendis, Tarek F. Abdelzaher. sigir 2024: 1659-1669 [doi]

MaSS: Multi-attribute Selective Suppression for Utility-preserving Data Transformation from an Information-theoretic PerspectiveYizhuo Chen, Chun-Fu Chen 0001, Hsiang Hsu, Shaohan Hu, Marco Pistoia, Tarek F. Abdelzaher. icml 2024: [doi]

Node Generation for Node Classification in Sparsely-Labeled GraphsHang Cui, Tarek F. Abdelzaher. asunam 2025: 405-421 [doi]

Unsupervised Node Clustering via Contrastive Hard SamplingHang Cui, Tarek F. Abdelzaher. dasfaa 2024: 285-300 [doi]

Polarization Detection on Social Networks: dual contrastive objectives for Self-supervisionHang Cui, Tarek F. Abdelzaher. coinco 2024: 80-89 [doi]

JIGSAW: Edge-based Streaming Perception over Spatially Overlapped Multi-Camera DeploymentsIla Gokarn, Yigong Hu, Tarek F. Abdelzaher, Archan Misra. icmcs 2024: 1-6 [doi]

Demonstrating Canvas-based Processing of Multiple Camera Streams at the EdgeIla Gokarn, Hemanth Sabella, Yigong Hu, Tarek F. Abdelzaher, Archan Misra. comsnets 2024: 297-299 [doi]

Word Embeddings Are Steers for Language ModelsChi Han, Jialiang Xu, Manling Li, Yi Fung 0001, Chenkai Sun, Nan Jiang, Tarek F. Abdelzaher, Heng Ji. acl 2024: 16410-16430 [doi]

Algorithms for Canvas-Based Attention Scheduling with ResizingYigong Hu, Ila Gokarn, Shengzhong Liu, Archan Misra, Tarek F. Abdelzaher. rtas 2024: 348-359 [doi]

FreqMAE: Frequency-Aware Masked Autoencoder for Multi-Modal IoT SensingDenizhan Kara, Tomoyoshi Kimura, Shengzhong Liu, Jinyang Li 0004, Dongxin Liu, Tianshi Wang, Ruijie Wang 0004, Yizhuo Chen, Yigong Hu, Tarek F. Abdelzaher. WWW 2024: 2795-2806 [doi]

PhyMask: An Adaptive Masking Paradigm for Efficient Self-Supervised Learning in IoTDenizhan Kara, Tomoyoshi Kimura, Yatong Chen, Jinyang Li 0004, Ruijie Wang 0004, Yizhuo Chen, Tianshi Wang, Shengzhong Liu, Tarek F. Abdelzaher. sensys 2024: 97-111 [doi]

The Case for Micro Foundation Models to Support Robust Edge IntelligenceTomoyoshi Kimura, Ashitabh Misra, Yizhuo Chen, Denizhan Kara, Jinyang Li 0004, Tianshi Wang, Ruijie Wang 0004, Joydeep Bhattacharyya, Jae Kim, Prashant J. Shenoy, Mani Srivastava 0001, Maggie B. Wigness, Tarek F. Abdelzaher. cogmi 2024: 23-31 [doi]

Large Language Model-Guided Disentangled Belief Representation Learning on Polarized Social GraphsJinning Li, Ruipeng Han, Chenkai Sun, Dachun Sun, Ruijie Wang 0004, Jingying Zeng, Yuchen Yan, Hanghang Tong, Tarek F. Abdelzaher. icccn 2024: 1-9 [doi]

Taming Algorithmic Priority Inversion in Mission-Critical Perception PipelinesShengzhong Liu, Shuochao Yao, Xinzhe Fu, Rohan Tabish, Simon Yu, Ayoosh Bansal, Heechul Yun, Lui Sha, Tarek F. Abdelzaher. CACM, 67(2):110-117, February 2024. [doi]

Cost Function Learning in Memorized Social Networks With Cognitive Behavioral AsymmetryYanbing Mao, Jinning Li, Naira Hovakimyan, Tarek F. Abdelzaher, Christian Lebiere. tcss, 11(1):418-430, February 2024. [doi]

Social System Inference From Noisy ObservationsYanbing Mao, Naira Hovakimyan, Tarek F. Abdelzaher, Evangelos A. Theodorou. tcss, 11(1):639-651, February 2024. [doi]

Collaborative Inference in Resource-Constrained Edge Networks: Challenges and OpportunitiesNathan Ng, Abel Souza, Suhas N. Diggavi, Niranjan Suri, Tarek F. Abdelzaher, Don Towsley, Prashant J. Shenoy. milcom 2024: 1-6 [doi]

Fine-grained Control of Generative Data Augmentation in IoT SensingTianshi Wang, Qikai Yang, Ruijie Wang 0004, Dachun Sun, Jinyang Li 0004, Yizhuo Chen, Yigong Hu, Chaoqi Yang, Tomoyoshi Kimura, Denizhan Kara, Tarek F. Abdelzaher. nips 2024: [doi]

Data Augmentation for Human Activity Recognition via Condition Space Interpolation within a Generative ModelTianshi Wang, Yizhuo Chen, Qikai Yang, Dachun Sun, Ruijie Wang 0004, Jinyang Li, Tomoyoshi Kimura, Tarek F. Abdelzaher. icccn 2024: 1-9 [doi]

Enhancing Resilience in Distributed ML Inference Pipelines for Edge ComputingLi Wu, Walid A. Hanafy, Abel Souza, Tarek F. Abdelzaher, Gunjan Verma, Prashant J. Shenoy. milcom 2024: 1-6 [doi]

The Paradox of Information Access: On Modeling Polarization in the Age of InformationChao Xu, Jinyang Li 0004, Dachun Sun, Jinning Li, Tarek F. Abdelzaher, Jesse Graham, Michael Macy, Christian Lebiere, Boleslaw K. Szymanski. tcns, 11(2):964-976, June 2024. [doi]

SLOG: An Inductive Spectral Graph Neural Network Beyond Polynomial FilterHaobo Xu, Yuchen Yan, Dingsu Wang, Zhe Xu 0007, Zhichen Zeng, Tarek F. Abdelzaher, Jiawei Han 0001, Hanghang Tong. icml 2024: [doi]

A Performance Prediction-based DNN Partitioner for Edge TPU PipeliningBohua Zou, Binqi Sun, Yigong Hu, Tomasz Kloda, Marco Caccamo, Tarek F. Abdelzaher. milcom 2024: 1-6 [doi]

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]

Challenges in Metaverse Research: An Internet of Things PerspectiveTarek F. Abdelzaher, Matthew Caesar 0001, Charith Mendis, Klara Nahrstedt, Mani Srivastava 0001, Minlan Yu. metacom 2023: 161-170 [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]

Failure-Resilient ML Inference at the Edge through Graceful Service DegradationWalid A. Hanafy, Li Wu, Tarek F. Abdelzaher, Suhas N. Diggavi, Prashant J. Shenoy. milcom 2023: 144-149 [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]

Work-in-Progress: Algorithms for Canvas-Based Attention Scheduling with ResizingYigong Hu, Ila Gokarn, Shengzhong Liu, Archan Misra, Tarek F. Abdelzaher. rtss 2023: 435-438 [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]

FOCAL: Contrastive Learning for Multimodal Time-Series Sensing Signals in Factorized Orthogonal Latent SpaceShengzhong Liu, Tomoyoshi Kimura, Dongxin Liu, Ruijie Wang 0004, Jinyang Li 0004, Suhas N. Diggavi, Mani B. Srivastava, Tarek F. Abdelzaher. nips 2023: [doi]

Influence Pathway Discovery on Social MediaXinyi Liu, Ruijie Wang 0004, Dachun Sun, Jinning Li, Christina Youn, You Lyu, Jianyuan Zhan, Dayou Wu, Xinhe Xu, Mingjun Liu, Xinshuo Lei, Zhihao Xu, Yutong Zhang, Zehao Li, Qikai Yang, Tarek F. Abdelzaher. coinco 2023: 105-109 [doi]

Unlocking Efficiency: Understanding End-to-End Performance in Distributed Analytics PipelinesAbel Souza, Nathan Ng, Tarek F. Abdelzaher, Don Towsley, Prashant J. Shenoy. milcom 2023: 150-155 [doi]

Decoding the Silent Majority: Inducing Belief Augmented Social Graph with Large Language Model for Response ForecastingChenkai Sun, Jinning Li, Yi Ren Fung 0001, Hou Pong Chan, Tarek F. Abdelzaher, ChengXiang Zhai, Heng Ji. emnlp 2023: 43-57 [doi]

SudokuSens: Enhancing Deep Learning Robustness for IoT Sensing Applications using a Generative ApproachTianshi Wang, Jinyang Li 0001, Ruijie Wang 0004, Denizhan Kara, Shengzhong Liu, Davis Wertheimer, Antoni Viros i Martin, Raghu K. Ganti, Mudhakar Srivatsa, Tarek F. Abdelzaher. sensys 2023: 15-27 [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]

Reconciling Competing Sampling Strategies of Network EmbeddingYuchen Yan, Baoyu Jing, Lihui Liu, Ruijie Wang 0004, Jinning Li, Tarek F. Abdelzaher, Hanghang Tong. nips 2023: [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]

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]

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]

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]

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]

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

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]

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

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]

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