Faculty

Institution

Unit

Venue

Tarek Abdelzaher

Sohaib and Sara Abbasi Professor and Willett Faculty Scholar

UIUC

Affiliations

The Grainger College of Engineering

Siebel School of Computing and Data Science

Tarek Abdelzaher is currently serving as a Siebel School Of Computing And Data Science Sohaib and Sara Abbasi Professor and Willett Faculty Scholar at Uiuc.

Honors

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Experiences

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Education

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Tarek Abdelzaher

UIUC

Sohaib and Sara Abbasi Professor and Willett Faculty Scholar

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computer science data science networked system design distributed systems computer engineering systems engineering wireless sensor networks machine learning scalability machine learning research wireless communications mobile computing online information deep learning knowledge discovery wireless networks sensors information fusion communications systems telecommunication networks computational intelligence neural network (machine learning) participatory sensing wireless sensor systems collaborative sensor network social medium mining sensor connectivity scheduling (computing) service computing high performance computer architecture scheduling analysis system software social medium monitoring mobile sensing embedded machine learning data privacy data security convolutional neural networks vehicular technology social medium data sensor networks real-time algorithms scheduling problems real-time computing real-time systems energy-efficient networking social networks social sensing multi-hop routing real-time system design embedded sensing wireless routing multi-sensor management power-efficient computing iot system energy consumption information-centric networking quality-of-service real-time operation power-aware computing privacy-preserving communication performance modeling truth discovery battlefield things deep neural networks sensor data micaz motes distributed real-time systems web server present smartroad traffic regulator information feedback control control theory execution time utilization bound deep learning framework intelligent infrastructure cyber-physical systems social media analysis intelligent computing cyber-physical production system technology industrial informatics internet of things

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Anatomy of Conflict: A Tool for Understanding Conflict Dynamics From Social Media Data. (2025)

Dachun SunJinning LiYou LyuXinyi LiuChristina YounJianyuan ZhanTarek Abdelzaher

social medium visualizationconflict resolutioncontent analysissocial media dataconflict studiessocial mediaconflict managementconflictsocial sciencessociologyonline informationconflict dynamics

DIFFPHYS: Differential Physics Augmentations for Enhanced Representations. (2025)

Denizhan KaraTomoyoshi KimuraDachun SunJinyang LiYizhuo ChenYigong HuHongjue ZhaoJoydeep BhattacharyyaTarek Abdelzaher

fundamental physicstheoretical physicsmathematical physicsscientific computingdifferential physics augmentationsmathematicssymmetryapplied mathematics

INFOMAE: Pair-Efficient Cross-Modal Alignment for Multimodal Time-Series Sensing Signals. (2025)

Tomoyoshi KimuraXinlin LiOsama HannaYatong ChenYizhuo ChenDenizhan KaraTianshi WangJinyang LiXiaomin OuyangShengzhong LiuMani SrivastavaSuhas DiggaviTarek Abdelzaher

sensorsinformation fusionsignal processingpair-efficient cross-modal alignmentmultimodal interactiondata sciencedigital signal processingmultimodal signal processingtime seriesmultimodal sensor fusion

Ra-Mosaic: Resource Adaptive Edge AI Optimization Over Spatially Multiplexed Video Streams. ACM Transactions on Multimedia Computing Communications and Applications (2025)

Ila GokarnYigong HuTarek AbdelzaherArchan Misra

computer sciencecomputer visiondeep learningobject detection accuracyvideo restorationmultimedia information processingcanvas framescene understandingmultimedia computingcomputer engineeringdigital image processingresource adaptive mosaicmachine visionvideo processingimage analysismultimedia systems

SAPAR: A Surrogate-Assisted Dnn Partitioner for Efficient Inferences on Edge Tpu Pipelines. ACM Transactions on Embedded Computing Systems (2025)

Binqi SunBohua ZouYigong HuTomasz KlodaLing WangTarek AbdelzaherMarco Caccamo

computer sciencehigh performance computer architectureedge tpu pipelinesdeep learningpipeline parallelismhardware accelerationmicroarchitectureembedded machine learningmodel compressionneighborhood search enginecomputer engineeringparallel computingneural network (machine learning)edge computingcomputer architecturecomputational intelligencemachine learning researchmachine learning

Learning to Slice: Self-Supervised Interpretable Hierarchical Representation Learning With Graph Auto-Encoder Tree. (2025)

Jinning LiRuipeng HanJingying ZengDachun SunChenkai SunHanghang TongChengXiang ZhaiBoleslaw K. SzymanskiTarek Abdelzaher

computer sciencegeometric learningdeep learningneural network (machine learning)graph neural networksmachine learning researchautoencodersdata scienceimage representationgraph auto-encoder treeself-supervised learningmachine learning

MMBIND: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in Iot. (2025)

Xiaomin OuyangJason WuTomoyoshi KimuraYihan LinGunjan VermaTarek AbdelzaherMani Srivastava

information fusioncomputer sciencemultimodal learningdeep learninginternet of thingsheterogeneous datamachine learning researchiot data analyticsdata sciencedistributed learningmachine learning

Modeling Online Ideological Community Dynamics With Recurrent Variational Graph Auto-Encoders. (2025)

Dachun SunYou LyuJinning LiXinyi LiuTarek Abdelzaher

network analysisglobal networksgraph theorycommunity structuresocial dynamicssocial mediasocial network analysissocial sciencescomputational social sciencedata sciencenetwork dynamicsgraph analysisnetwork sciencesocial simulation

OPENMAE: Efficient Masked Autoencoder for Vibration Sensing With Open-Domain Data Enrichment. Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (2025)

Chenzhi HuYatong ChenDenizhan KaraShengzhong LiuTarek AbdelzaherFan WuGuihai Chen

information fusioncomputer scienceefficient masked autoencoderdeep learningdomain adaptationembedded machine learningopen-domain data enrichmentmachine learning researchautoencodersdata sciencedownstream task performancemachine learning

Perturbation-Based Graph Active Learning for Semi-Supervised Belief Representation Learning. (2025)

Dachun SunJinning LiXinyi LiuYou LyuHongjue ZhaoDenizhan KaraTarek Abdelzaher

computer sciencegraph theorysemi-supervised learningtransduction (machine learning)graph neural networksmachine learning researchcomputational intelligencedata sciencemachine learning

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Tarek Abdelzaher

Sohaib and Sara Abbasi Professor and Willett Faculty Scholar

UIUC

Affiliations

The Grainger College of Engineering

Siebel School of Computing and Data Science

Tarek Abdelzaher is currently serving as a Siebel School Of Computing And Data Science Sohaib and Sara Abbasi Professor and Willett Faculty Scholar at Uiuc.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Tarek Abdelzaher

UIUC

Sohaib and Sara Abbasi Professor and Willett Faculty Scholar

You can click a keyword to filter the displayed items

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Anatomy of Conflict: A Tool for Understanding Conflict Dynamics From Social Media Data. (2025)

Dachun SunJinning LiYou LyuXinyi LiuChristina YounJianyuan ZhanTarek Abdelzaher

social medium visualizationconflict resolutioncontent analysissocial media dataconflict studiessocial mediaconflict managementconflictsocial sciencessociologyonline informationconflict dynamics

DIFFPHYS: Differential Physics Augmentations for Enhanced Representations. (2025)

Denizhan KaraTomoyoshi KimuraDachun SunJinyang LiYizhuo ChenYigong HuHongjue ZhaoJoydeep BhattacharyyaTarek Abdelzaher

fundamental physicstheoretical physicsmathematical physicsscientific computingdifferential physics augmentationsmathematicssymmetryapplied mathematics

INFOMAE: Pair-Efficient Cross-Modal Alignment for Multimodal Time-Series Sensing Signals. (2025)

Tomoyoshi KimuraXinlin LiOsama HannaYatong ChenYizhuo ChenDenizhan KaraTianshi WangJinyang LiXiaomin OuyangShengzhong LiuMani SrivastavaSuhas DiggaviTarek Abdelzaher

Ra-Mosaic: Resource Adaptive Edge AI Optimization Over Spatially Multiplexed Video Streams. ACM Transactions on Multimedia Computing Communications and Applications (2025)

Ila GokarnYigong HuTarek AbdelzaherArchan Misra

SAPAR: A Surrogate-Assisted Dnn Partitioner for Efficient Inferences on Edge Tpu Pipelines. ACM Transactions on Embedded Computing Systems (2025)

Binqi SunBohua ZouYigong HuTomasz KlodaLing WangTarek AbdelzaherMarco Caccamo

Learning to Slice: Self-Supervised Interpretable Hierarchical Representation Learning With Graph Auto-Encoder Tree. (2025)

Jinning LiRuipeng HanJingying ZengDachun SunChenkai SunHanghang TongChengXiang ZhaiBoleslaw K. SzymanskiTarek Abdelzaher

MMBIND: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in Iot. (2025)

Xiaomin OuyangJason WuTomoyoshi KimuraYihan LinGunjan VermaTarek AbdelzaherMani Srivastava

information fusioncomputer sciencemultimodal learningdeep learninginternet of thingsheterogeneous datamachine learning researchiot data analyticsdata sciencedistributed learningmachine learning

Modeling Online Ideological Community Dynamics With Recurrent Variational Graph Auto-Encoders. (2025)

Dachun SunYou LyuJinning LiXinyi LiuTarek Abdelzaher

OPENMAE: Efficient Masked Autoencoder for Vibration Sensing With Open-Domain Data Enrichment. Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (2025)

Chenzhi HuYatong ChenDenizhan KaraShengzhong LiuTarek AbdelzaherFan WuGuihai Chen

Perturbation-Based Graph Active Learning for Semi-Supervised Belief Representation Learning. (2025)

Dachun SunJinning LiXinyi LiuYou LyuHongjue ZhaoDenizhan KaraTarek Abdelzaher

computer sciencegraph theorysemi-supervised learningtransduction (machine learning)graph neural networksmachine learning researchcomputational intelligencedata sciencemachine learning

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10 / page