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ORCIDTarek F. Abdelzaher
Person information
- affiliation: University of Illinois at Urbana Champaign, Department of Computer Science, IL, USA
- affiliation: University of Virginia, Department of Computer Science, Charlottesville, VA, USA
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2020 – today
- 2024
[j112]Shengzhong Liu, Shuochao Yao, Xinzhe Fu, Rohan Tabish, Simon Yu, Ayoosh Bansal, Heechul Yun, Lui Sha, Tarek F. Abdelzaher:
Taming Algorithmic Priority Inversion in Mission-Critical Perception Pipelines. Commun. ACM 67(2): 110-117 (2024)- [j111]Chao Xu
, Jinyang Li, Dachun Sun, Jinning Li, Tarek F. Abdelzaher, Jesse Graham, Michael Macy, Christian Lebiere, Boleslaw K. Szymanski:
The Paradox of Information Access: On Modeling Polarization in the Age of Information. IEEE Trans. Control. Netw. Syst. 11(2): 964-976 (2024) - [j110]Yanbing Mao, Jinning Li, Naira Hovakimyan, Tarek F. Abdelzaher, Christian Lebiere:
Cost Function Learning in Memorized Social Networks With Cognitive Behavioral Asymmetry. IEEE Trans. Comput. Soc. Syst. 11(1): 418-430 (2024) - [j109]Yanbing Mao, Naira Hovakimyan, Tarek F. Abdelzaher, Evangelos A. Theodorou:
Social System Inference From Noisy Observations. IEEE Trans. Comput. Soc. Syst. 11(1): 639-651 (2024) - [c337]Chi Han, Jialiang Xu, Manling Li, Yi Fung, Chenkai Sun, Nan Jiang, Tarek F. Abdelzaher, Heng Ji:
Word Embeddings Are Steers for Language Models. ACL (1) 2024: 16410-16430 - [c336]Ruijie Wang, Wanyu Zhao, Dachun Sun, Charith Mendis, Tarek F. Abdelzaher:
Towards Efficient Temporal Graph Learning: Algorithms, Frameworks, and Tools. CIKM 2024: 5530-5533 - [c335]Ila Gokarn, Hemanth Sabbella, Yigong Hu, Tarek F. Abdelzaher, Archan Misra:
Demonstrating Canvas-based Processing of Multiple Camera Streams at the Edge. COMSNETS 2024: 297-299 - [c334]Hang Cui, Tarek F. Abdelzaher:
Unsupervised Node Clustering via Contrastive Hard Sampling. DASFAA (6) 2024: 285-300 - [c333]Jinyang Li, Yizhuo Chen, Tomoyoshi Kimura, Tianshi Wang, Ruijie Wang, Denizhan Kara, Yigong Hu, Li Wu, Walid A. Hanafy, Abel Souza, Prashant J. Shenoy, Maggie B. Wigness, Joydeep Bhattacharyya, Jae Kim, Guijun Wang, Greg Kimberly, Josh D. Eckhardt, Denis Osipychev, Tarek F. Abdelzaher:
Acies-OS: A Content-Centric Platform for Edge AI Twinning and Orchestration. ICCCN 2024: 1-9 - [c332]Jinning Li, Ruipeng Han, Chenkai Sun, Dachun Sun, Ruijie Wang, Jingying Zeng, Yuchen Yan, Hanghang Tong, Tarek F. Abdelzaher:
Large Language Model-Guided Disentangled Belief Representation Learning on Polarized Social Graphs. ICCCN 2024: 1-9 - [c331]Tianshi Wang, Yizhuo Chen, Qikai Yang, Dachun Sun, Ruijie Wang, Jinyang Li, Tomoyoshi Kimura, Tarek F. Abdelzaher:
Data Augmentation for Human Activity Recognition via Condition Space Interpolation within a Generative Model. ICCCN 2024: 1-9 - [c330]Ila Gokarn, Yigong Hu, Tarek F. Abdelzaher, Archan Misra:
JIGSAW: Edge-based Streaming Perception over Spatially Overlapped Multi-Camera Deployments. ICME 2024: 1-6 - [c329]Yizhuo Chen, Chun-Fu Chen, Hsiang Hsu, Shaohan Hu, Marco Pistoia, Tarek F. Abdelzaher:
MaSS: Multi-attribute Selective Suppression for Utility-preserving Data Transformation from an Information-theoretic Perspective. ICML 2024 - [c328]Haobo Xu, Yuchen Yan, Dingsu Wang, Zhe Xu, Zhichen Zeng, Tarek F. Abdelzaher, Jiawei Han, Hanghang Tong:
SLOG: An Inductive Spectral Graph Neural Network Beyond Polynomial Filter. ICML 2024 - [c327]Yigong Hu, Ila Gokarn, Shengzhong Liu, Archan Misra, Tarek F. Abdelzaher:
Algorithms for Canvas-Based Attention Scheduling with Resizing. RTAS 2024: 348-359 - [c326]Denizhan Kara, Tomoyoshi Kimura, Yatong Chen, Jinyang Li, Ruijie Wang, Yizhuo Chen, Tianshi Wang, Shengzhong Liu, Tarek F. Abdelzaher:
PhyMask: An Adaptive Masking Paradigm for Efficient Self-Supervised Learning in IoT. SenSys 2024: 97-111 - [c325]Ruijie Wang, Yutong Zhang, Jinyang Li, Shengzhong Liu, Dachun Sun, Tianchen Wang, Tianshi Wang, Yizhuo Chen, Denizhan Kara, Tarek F. Abdelzaher:
MetaHKG: Meta Hyperbolic Learning for Few-shot Temporal Reasoning. SIGIR 2024: 59-69 - [c324]Ruijie Wang, Jingyuan Huang, Yutong Zhang, Jinyang Li, Yufeng Wang, Wanyu Zhao, Shengzhong Liu, Charith Mendis, Tarek F. Abdelzaher:
TGOnline: Enhancing Temporal Graph Learning with Adaptive Online Meta-Learning. SIGIR 2024: 1659-1669 - [c323]Denizhan Kara, Tomoyoshi Kimura, Shengzhong Liu, Jinyang Li, Dongxin Liu, Tianshi Wang, Ruijie Wang, Yizhuo Chen, Yigong Hu, Tarek F. Abdelzaher:
FreqMAE: Frequency-Aware Masked Autoencoder for Multi-Modal IoT Sensing. WWW 2024: 2795-2806 - [i52]Tianshi Wang, Jinyang Li, Ruijie Wang, Denizhan Kara, Shengzhong Liu, Davis Wertheimer, Antoni Viros-i-Martin, Raghu K. Ganti, Mudhakar Srivatsa, Tarek F. Abdelzaher:
SudokuSens: Enhancing Deep Learning Robustness for IoT Sensing Applications using a Generative Approach. CoRR abs/2402.02275 (2024) - [i51]Tomoyoshi Kimura, Jinyang Li, Tianshi Wang, Denizhan Kara, Yizhuo Chen, Yigong Hu, Ruijie Wang, Maggie B. Wigness, Shengzhong Liu, Mani Srivastava, Suhas N. Diggavi, Tarek F. Abdelzaher:
On the Efficiency and Robustness of Vibration-based Foundation Models for IoT Sensing: A Case Study. CoRR abs/2404.02461 (2024) - [i50]Yizhuo Chen, Chun-Fu (Richard) Chen, Hsiang Hsu, Shaohan Hu, Marco Pistoia, Tarek F. Abdelzaher:
MaSS: Multi-attribute Selective Suppression for Utility-preserving Data Transformation from an Information-theoretic Perspective. CoRR abs/2405.14981 (2024) - [i49]Hang Cui, Tarek F. Abdelzaher:
Virtual Node Generation for Node Classification in Sparsely-Labeled Graphs. CoRR abs/2409.07712 (2024) - [i48]Hang Cui, Tarek F. Abdelzaher:
Polarization Detection on Social Networks: dual contrastive objectives for Self-supervision. CoRR abs/2409.07716 (2024) - [i47]Hang Cui, Tarek F. Abdelzaher:
Unsupervised node clustering via contrastive hard sampling. CoRR abs/2409.07718 (2024) - [i46]Dachun Sun, Ruijie Wang, Jinning Li, Ruipeng Han, Xinyi Liu, You Lyu, Tarek F. Abdelzaher:
Perturbation-based Graph Active Learning for Weakly-Supervised Belief Representation Learning. CoRR abs/2410.19176 (2024) - [i45]Deming Chen, Alaa Youssef, Ruchi Pendse, André Schleife, Bryan K. Clark, Hendrik F. Hamann, Jingrui He, Teodoro Laino, Lav R. Varshney, Yuxiong Wang, Avirup Sil, Reyhaneh Jabbarvand, Tianyin Xu, Volodymyr V. Kindratenko, Carlos H. A. Costa, Sarita V. Adve, Charith Mendis, Minjia Zhang, Santiago Nuñez-Corrales, Raghu K. Ganti, Mudhakar Srivatsa, Nam Sung Kim, Josep Torrellas, Jian Huang, Seetharami R. Seelam, Klara Nahrstedt, Tarek F. Abdelzaher, Tamar Eilam, Huimin Zhao, Matteo Manica, Ravishankar K. Iyer, Martin Hirzel, Vikram S. Adve, Darko Marinov, Hubertus Franke, Hanghang Tong, Elizabeth A. Ainsworth, Han Zhao, Deepak Vasisht, Minh Do, Fábio Oliveira, Giovanni Pacifici, Ruchir Puri, Priya Nagpurkar:
Transforming the Hybrid Cloud for Emerging AI Workloads. CoRR abs/2411.13239 (2024) - 2023
- [j108]Shengzhong Liu, Xinzhe Fu, Yigong Hu, Maggie B. Wigness, Philip David, Shuochao Yao, Lui Sha, Tarek F. Abdelzaher:
Generalized self-cueing real-time attention scheduling with intermittent inspection and image resizing. Real Time Syst. 59(2): 302-343 (2023) - [j107]Tarek F. Abdelzaher, Kunal Agrawal, Sanjoy K. Baruah, Alan Burns, Robert I. Davis, Zhishan Guo, Yigong Hu:
Scheduling IDK classifiers with arbitrary dependences to minimize the expected time to successful classification. Real Time Syst. 59(3): 348-407 (2023) - [j106]Abdulrahman Fahim, Evangelos E. Papalexakis, Srikanth V. Krishnamurthy, Amit K. Roy-Chowdhury, Lance M. Kaplan, Tarek F. Abdelzaher:
AcTrak: Controlling a Steerable Surveillance Camera using Reinforcement Learning. ACM Trans. Cyber Phys. Syst. 7(2): 14:1-14:27 (2023) - [c322]Ruijie Wang, Baoyu Li, Yichen Lu, Dachun Sun, Jinning Li, Yuchen Yan, Shengzhong Liu, Hanghang Tong, Tarek F. Abdelzaher:
Noisy Positive-Unlabeled Learning with Self-Training for Speculative Knowledge Graph Reasoning. ACL (Findings) 2023: 2440-2457 - [c321]Xinyi Liu, Ruijie Wang, 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:
Influence Pathway Discovery on Social Media. CIC 2023: 105-109 - [c320]Chenkai Sun, Jinning Li, Yi Ren Fung, Hou Pong Chan, Tarek F. Abdelzaher, ChengXiang Zhai, Heng Ji:
Decoding the Silent Majority: Inducing Belief Augmented Social Graph with Large Language Model for Response Forecasting. EMNLP 2023: 43-57 - [c319]Yigong Hu, Ila Gokarn, Shengzhong Liu, Archan Misra, Tarek F. Abdelzaher:
Underprovisioned GPUs: On Sufficient Capacity for Real-Time Mission-Critical Perception. ICCCN 2023: 1-10 - [c318]Deepti Kalasapura, Jinyang Li, Shengzhong Liu, Yizhuo Chen, Ruijie Wang, Tarek F. Abdelzaher, Matthew Caesar, Joydeep Bhattacharyya, Jae Kim, Guijun Wang, Greg Kimberly, Josh D. Eckhardt, Denis Osipychev:
TwinSync: A Digital Twin Synchronization Protocol for Bandwidth-Limited IoT Applications. ICCCN 2023: 1 - [c317]Yu Meng, Martin Michalski, Jiaxin Huang, Yu Zhang, Tarek F. Abdelzaher, Jiawei Han:
Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning. ICML 2023: 24457-24477 - [c316]Tarek F. Abdelzaher, Matthew Caesar, Charith Mendis, Klara Nahrstedt, Mani Srivastava, Minlan Yu:
Challenges in Metaverse Research: An Internet of Things Perspective. MetaCom 2023: 161-170 - [c315]Walid A. Hanafy, Li Wu, Tarek F. Abdelzaher, Suhas N. Diggavi, Prashant J. Shenoy:
Failure-Resilient ML Inference at the Edge through Graceful Service Degradation. MILCOM 2023: 144-149 - [c314]Abel Souza, Nathan Ng, Tarek F. Abdelzaher, Don Towsley, Prashant J. Shenoy:
Unlocking Efficiency: Understanding End-to-End Performance in Distributed Analytics Pipelines. MILCOM 2023: 150-155 - [c313]Ila Gokarn, Hemanth Sabbella, Yigong Hu, Tarek F. Abdelzaher, Archan Misra:
MOSAIC: Spatially-Multiplexed Edge AI Optimization over Multiple Concurrent Video Sensing Streams. MMSys 2023: 278-288 - [c312]Shengzhong Liu, Tomoyoshi Kimura, Dongxin Liu, Ruijie Wang, Jinyang Li, Suhas N. Diggavi, Mani B. Srivastava, Tarek F. Abdelzaher:
FOCAL: Contrastive Learning for Multimodal Time-Series Sensing Signals in Factorized Orthogonal Latent Space. NeurIPS 2023 - [c311]Yuchen Yan, Baoyu Jing, Lihui Liu, Ruijie Wang, Jinning Li, Tarek F. Abdelzaher, Hanghang Tong:
Reconciling Competing Sampling Strategies of Network Embedding. NeurIPS 2023 - [c310]Tarek F. Abdelzaher, Sanjoy K. Baruah, Iain Bate, Alan Burns, Robert Ian Davis, Yigong Hu:
Scheduling Classifiers for Real-Time Hazard Perception Considering Functional Uncertainty. RTNS 2023: 143-154 - [c309]Yigong Hu, Ila Gokarn, Shengzhong Liu, Archan Misra, Tarek F. Abdelzaher:
Work-in-Progress: Algorithms for Canvas-Based Attention Scheduling with Resizing. RTSS 2023: 435-438 - [c308]Tianshi Wang, Jinyang Li, Ruijie Wang, Denizhan Kara, Shengzhong Liu, Davis Wertheimer, Antoni Viros-i-Martin, Raghu K. Ganti, Mudhakar Srivatsa, Tarek F. Abdelzaher:
SudokuSens: Enhancing Deep Learning Robustness for IoT Sensing Applications using a Generative Approach. SenSys 2023: 15-27 - [c307]Ruijie Wang, Zheng Li, Jingfeng Yang, Tianyu Cao, Chao Zhang, Bing Yin, Tarek F. Abdelzaher:
Mutually-paced Knowledge Distillation for Cross-lingual Temporal Knowledge Graph Reasoning. WWW 2023: 2621-2632 - [e11]Giancarlo Fortino, Valeria Loscrì, Fabrizio Granelli, Tarek F. Abdelzaher, Antonella Guzzo, Claudio Savaglio:
Proceedings of the 2023 International Conference on embedded Wireless Systems and Networks, EWSN 2023, Rende, Italy, September 25-27, 2023. ACM 2023 [contents] - [i44]Ruijie Wang, Zheng Li, Jingfeng Yang, Tianyu Cao, Chao Zhang, Bing Yin, Tarek F. Abdelzaher:
Mutually-paced Knowledge Distillation for Cross-lingual Temporal Knowledge Graph Reasoning. CoRR abs/2303.14898 (2023) - [i43]Ila Gokarn, Hemanth Sabbella, Yigong Hu, Tarek F. Abdelzaher, Archan Misra:
MOSAIC: Spatially-Multiplexed Edge AI Optimization over Multiple Concurrent Video Sensing Streams. CoRR abs/2305.03222 (2023) - [i42]Chi Han, Jialiang Xu, Manling Li, Yi Fung, Chenkai Sun, Nan Jiang, Tarek F. Abdelzaher, Heng Ji:
LM-Switch: Lightweight Language Model Conditioning in Word Embedding Space. CoRR abs/2305.12798 (2023) - [i41]Xinyi Liu, Jinning Li, Dachun Sun, Ruijie Wang, Tarek F. Abdelzaher, Matt Brown, Anthony Barricelli, Matthias Kirchner, Arslan Basharat:
Unsupervised Image Classification by Ideological Affiliation from User-Content Interaction Patterns. CoRR abs/2305.14494 (2023) - [i40]Ruijie Wang, Baoyu Li, Yichen Lu, Dachun Sun, Jinning Li, Yuchen Yan, Shengzhong Liu, Hanghang Tong, Tarek F. Abdelzaher:
Noisy Positive-Unlabeled Learning with Self-Training for Speculative Knowledge Graph Reasoning. CoRR abs/2306.07512 (2023) - [i39]Xinyi Liu, Ruijie Wang, 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:
Influence Pathway Discovery on Social Media. CoRR abs/2309.16071 (2023) - [i38]Chenkai Sun, Jinning Li, Yi R. Fung, Hou Pong Chan, Tarek F. Abdelzaher, ChengXiang Zhai, Heng Ji:
Decoding the Silent Majority: Inducing Belief Augmented Social Graph with Large Language Model for Response Forecasting. CoRR abs/2310.13297 (2023) - [i37]Shengzhong Liu, Tomoyoshi Kimura, Dongxin Liu, Ruijie Wang, Jinyang Li, Suhas N. Diggavi, Mani B. Srivastava, Tarek F. Abdelzaher:
FOCAL: Contrastive Learning for Multimodal Time-Series Sensing Signals in Factorized Orthogonal Latent Space. CoRR abs/2310.20071 (2023) - [i36]Chi Han, Jialiang Xu, Manling Li, Hanning Zhang, Tarek F. Abdelzaher, Heng Ji:
InfoPattern: Unveiling Information Propagation Patterns in Social Media. CoRR abs/2311.15642 (2023) - 2022
- [j105]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) - [j104]Huajie Shao, Zhisheng Xiao, Shuochao Yao, Dachun Sun, Aston Zhang, Shengzhong Liu, Tianshi Wang, Jinyang Li, Tarek F. Abdelzaher:
ControlVAE: Tuning, Analytical Properties, and Performance Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 44(12): 9285-9297 (2022) - [j103]Yigong Hu, Shengzhong Liu, Tarek F. Abdelzaher, Maggie B. Wigness, Philip David:
Real-time task scheduling with image resizing for criticality-based machine perception. Real Time Syst. 58(4): 430-455 (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) - [c306]Yuchen Yan, Qinghai Zhou, Jinning Li, Tarek F. Abdelzaher, Hanghang Tong:
Dissecting Cross-Layer Dependency Inference on Multi-Layered Inter-Dependent Networks. CIKM 2022: 2341-2351 - [c305]Chaoqi Yang, Ruijie Wang, Shuochao Yao, Tarek F. Abdelzaher:
Semi-supervised Hypergraph Node Classification on Hypergraph Line Expansion. CIKM 2022: 2352-2361 - [c304]Dongxin 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:
IoBT-OS: Optimizing the Sensing-to-Decision Loop for the Internet of Battlefield Things. ICCCN 2022: 1-10 - [c303]Shengzhong Liu, Tianshi Wang, Hongpeng Guo, Xinzhe Fu, Philip David, Maggie B. Wigness, Archan Misra, Tarek F. Abdelzaher:
Multi-View Scheduling of Onboard Live Video Analytics to Minimize Frame Processing Latency. ICDCS 2022: 503-514 - [c302]Kasthuri Jayarajah, Dhanuja Wanniarachchige, Tarek F. Abdelzaher, Archan Misra:
ComAI: Enabling Lightweight, Collaborative Intelligence by Retrofitting Vision DNNs. INFOCOM 2022: 41-50 - [c301]Tarek F. Abdelzaher, Nathaniel D. Bastian, Susmit Jha, Lance M. Kaplan, Mani B. Srivastava, Venugopal V. Veeravalli:
Context-aware Collaborative Neuro-Symbolic Inference in IoBTs. MILCOM 2022: 1053-1058 - [c300]Tianshi Wang, Denizhan Kara, Jinyang Li, Shengzhong Liu, Tarek F. Abdelzaher, Brian Jalaian:
The Methodological Pitfall of Dataset-Driven Research on Deep Learning: An IoT Example. MILCOM 2022: 1082-1087 - [c299]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 - [c298]Shengzhong Liu, Tianshi Wang, Jinyang Li, Dachun Sun, Mani B. Srivastava, Tarek F. Abdelzaher:
AdaMask: Enabling Machine-Centric Video Streaming with Adaptive Frame Masking for DNN Inference Offloading. ACM Multimedia 2022: 3035-3044 - [c297]Ruijie Wang, Zheng Li, Dachun Sun, Shengzhong Liu, Jinning Li, Bing Yin, Tarek F. Abdelzaher:
Learning to Sample and Aggregate: Few-shot Reasoning over Temporal Knowledge Graphs. NeurIPS 2022 - [c296]Ragini Gupta, Bo Chen, 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:
DARTS: Distributed IoT Architecture for Real-Time, Resilient and AI-Compressed Workflows. ApPLIED@PODC 2022: 15-23 - [c295]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 - [c294]Hao Li, Joseph K. Ng, Tarek F. Abdelzaher:
Enabling Real-time AI Inference on Mobile Devices via GPU-CPU Collaborative Execution. RTCSA 2022: 195-204 - [c293]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 - [c292]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 - [i35]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) - [i34]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) - [i33]Dongxin Liu, Peng Wang, Tianshi Wang, Tarek F. Abdelzaher:
Self-Contrastive Learning based Semi-Supervised Radio Modulation Classification. CoRR abs/2203.15932 (2022) - [i32]Yanbing Mao, Lui Sha, Huajie Shao, Yuliang Gu, Qixin Wang, Tarek F. Abdelzaher:
Phy-Taylor: Physics-Model-Based Deep Neural Networks. CoRR abs/2209.13511 (2022) - [i31]Ruijie Wang, Zheng Li, Dachun Sun, Shengzhong Liu, Jinning Li, Bing Yin, Tarek F. Abdelzaher:
Learning to Sample and Aggregate: Few-shot Reasoning over Temporal Knowledge Graphs. CoRR abs/2210.08654 (2022) - [i30]Yu Meng, Martin Michalski, Jiaxin Huang, Yu Zhang, Tarek F. Abdelzaher, Jiawei Han:
Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning. CoRR abs/2211.03044 (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) - [c291]Hang Cui, Tarek F. Abdelzaher:
The voice of silence: interpreting silence in truth discovery on social media. ASONAM 2021: 82-89 - [c290]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 - [c289]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 - [c288]Dongxin Liu, Tarek F. Abdelzaher:
Semi-Supervised Contrastive Learning for Human Activity Recognition. DCOSS 2021: 45-53 - [c287]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 - [c286]Chao Xu, Jinyang Li, Dachun Sun, Ruijie Wang, Tarek F. Abdelzaher, Jesse Graham, Boleslaw K. Szymanski:
On Polarization Dynamics in the Age of Information Overload. ICWSM Workshops 2021 - [c285]Dongxin Liu, Peng Wang, Tianshi Wang, Tarek F. Abdelzaher:
Self-Contrastive Learning based Semi-Supervised Radio Modulation Classification. MILCOM 2021: 777-782 - [c284]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 - [c283]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 - [c282]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 - [c281]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 - [c280]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 - [c279]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]