Faculty

Institution

Unit

Venue

Tong Zhang

Professor

UIUC

Affiliations

The Grainger College of Engineering

Siebel School of Computing and Data Science

Tong Zhang is currently serving as a Siebel School Of Computing And Data Science Professor at Uiuc.

Honors

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Experiences

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Education

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Tong Zhang

UIUC

Professor

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computer science machine learning data science machine learning research applied mathematics mathematical optimization deep learning computational optimization computational intelligence artificial intelligence neural network (machine learning) computational statistics natural language processing image representation computer vision statistical inference statistics semantic evaluation convex analysis machine vision high-dimensional statistics material chemistry numerical algorithms knowledge discovery large scale optimization statistical methodology stochastic optimization sparse representations convex optimization chemical sensors gas sensors supervised learning electrochemical gas sensor regularization (mathematics) porous sensor natural language generation humidity sensor statistical learning theory large language models nanoparticle research distributed learning convolutional neural networks machine translation nanosensors feature learning adversarial machine learning sensor design online algorithms vision language model high-dimensional method neural architecture search machine learning models object detection neural machine translation high sensitivity semi-supervised learning document classification sparse neural network parallel learning nlp task information extraction ionic liquid convergence rate loss function search space text categorization stochastic gradient descent local coordinate coding least squares regression deep neural networks black-box adversarial attack large scale convex relaxation entity recognition regularized loss minimization basis functions generative ai linguistics

Notable Scholarly Works

Notable Federal Grants

Collaborators

A Gas Template Approach Enables Porous Cuo Nanoframes With Abundant Oxygen Vacancies for Dmmp Detection. Surfaces and Interfaces (2025)

Zefeng WeiLiang ZhaoYunpeng XingHongda ZhangChengchao YuSihao ZhiTeng FeiSen LiuHaiyan ZhangTong Zhang

nanomaterialsmaterial chemistryporous sensormaterials sciencenanoporous materialsmaterial researchporous materialsnanotechnologysurface sciencenano energygas sensorsnanoparticlesgas template approachnanoparticle researchchemistrynanoscale chemistryporous cuo nanoframesdmmp detectionnano application

Application of Partially Zwitterionic Poly(Ionic Liquid)S in Humidity Sensors. Journal of Colloid and Interface Science (2025)

Yunlong YuWei ZhangYaping SongYanyu CuiSen LiuTeng FeiTong Zhang

polymer testingpolymer chemistrymaterial chemistrysensorshumidity sensormaterials scienceionic liquidionic conductors

Bridge-Coder: Transferring Model Capabilities From High-Resource to Low-Resource Programming Language. Findings of the Association for Computational Linguistics: ACL 2022 (2025)

Jipeng ZhangJianshu ZhangYuanzhe LiRenjie PiRui PanRuntao LiuZheng ZiqiangTong Zhang

systems engineeringprogramming languagessystem softwareprogram transformationcomputer sciencehigh-level programming languageintermediate representationcomputer engineeringtransferring model capabilitiessoftware engineeringprogram analysisdesign automationsoftware language engineeringsoftware analysis

Catoni Contextual Bandits Are Robust to Heavy-Tailed Rewards. arXiv (Cornell University) (2025)

Ye, ChenluJin, YujiaAgarwal, AlekhZhang, Tong

contextual banditsmathematical optimizationexploration v exploitationapplied probabilityreinforcement learningstochastic optimizationcomputer sciencecatoni contextual banditsmachine learningsequential decision makingstatistical theoryheavy-tailed rewardsstatistical inferenceuncertainty quantificationonline algorithmsstochastic dynamicsstatistics

Coupling Single-Atom Cu and N-Enriched π-Conjugated Carbon Nanodots on Graphene Enables Room-Temperature Ppb-Level Dmmp Detection. Sensors and Actuators B Chemical (2025)

Yunpeng XingSihao ZhiLiang ZhaoHongda ZhangChengchao YuTeng FeiLiu SenHaiyan ZhangTong Zhang

advanced functional materialscarboncarbon-based materialschemistrynanomaterialssingle-atom cuquantum dotsmaterial chemistrygraphenematerials sciencenanoparticle researchgraphene quantum dotnanotechnologygraphene-based nano-antennas

Divergence-Augmented Policy Optimization. arXiv (Cornell University) (2025)

Qing WangYingru LiJiechao XiongTong Zhang

deep reinforcement learningmathematical optimizationcomputational intelligenceapplied mathematicsmachine learning researchexploration v exploitationdivergence-augmented policy optimizationreinforcement learningcomputer sciencemachine learningsequential decision makingartificial intelligencesequential learninglearning controlpolicy optimizationdeep learningneural network (machine learning)

FDS: Frequency-Aware Denoising Score for Text-Guided Latent Diffusion Image Editing. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2025)

Yufan RenZicong JiangTong ZhangSøren ForchhammerSabine Süsstrunk

video denoisingimage restorationfrequency-aware denoising scoremedical image computingmultimedia information processingdigital image processingimage analysisdiffusion-based modelingimage denoising

Hessian-Aware Zeroth-Order Optimization. IEEE Transactions on Pattern Analysis and Machine Intelligence (2025)

Haishan YeZhichao HuangCong FangChris Junchi LiTong Zhang

mathematical optimizationcomputational intelligenceapplied mathematicsmachine learning researchadaptive optimizationreinforcement learningcomputer sciencelarge scale optimizationmachine learningcomputational optimizationhessian-aware zeroth-order optimizationhyperparameter estimationmodel optimizationartificial intelligencehessian-aware zeroth-orderdeep learning

High-Performance Flexible Gas Sensor for Ultrasensitive Ammonia Detection via Straightforward All-In-One Synthesis Technology. Sensors and Actuators B Chemical (2025)

Lichao LiuTeng FeiHongran ZhaoPengjia QiTong Zhang

electrochemical gas sensorchemistryultrasensitive ammonia detectionchemical sensorssensorsgas sensorsammoniabiosensorschemical engineering

Logarithmic Regret for Online Kl-Regularized Reinforcement Learning. arXiv (Cornell University) (2025)

Zhao, HeyangYe, ChenluXiong, WeiGu, QuanquanZhang, Tong

deep reinforcement learningmathematical optimizationlogarithmic regretmachine learning researchreinforcement learningonline algorithmscomputer sciencemachine learningsequential decision makingdata scienceoptimistic reward estimationartificial intelligencestochastic optimizationlanguage models

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Tong Zhang

Professor

UIUC

Affiliations

The Grainger College of Engineering

Siebel School of Computing and Data Science

Tong Zhang is currently serving as a Siebel School Of Computing And Data Science Professor 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

Tong Zhang

UIUC

Professor

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

A Gas Template Approach Enables Porous Cuo Nanoframes With Abundant Oxygen Vacancies for Dmmp Detection. Surfaces and Interfaces (2025)

Zefeng WeiLiang ZhaoYunpeng XingHongda ZhangChengchao YuSihao ZhiTeng FeiSen LiuHaiyan ZhangTong Zhang

Application of Partially Zwitterionic Poly(Ionic Liquid)S in Humidity Sensors. Journal of Colloid and Interface Science (2025)

Yunlong YuWei ZhangYaping SongYanyu CuiSen LiuTeng FeiTong Zhang

polymer testingpolymer chemistrymaterial chemistrysensorshumidity sensormaterials scienceionic liquidionic conductors

Bridge-Coder: Transferring Model Capabilities From High-Resource to Low-Resource Programming Language. Findings of the Association for Computational Linguistics: ACL 2022 (2025)

Jipeng ZhangJianshu ZhangYuanzhe LiRenjie PiRui PanRuntao LiuZheng ZiqiangTong Zhang

Catoni Contextual Bandits Are Robust to Heavy-Tailed Rewards. arXiv (Cornell University) (2025)

Ye, ChenluJin, YujiaAgarwal, AlekhZhang, Tong

Coupling Single-Atom Cu and N-Enriched π-Conjugated Carbon Nanodots on Graphene Enables Room-Temperature Ppb-Level Dmmp Detection. Sensors and Actuators B Chemical (2025)

Yunpeng XingSihao ZhiLiang ZhaoHongda ZhangChengchao YuTeng FeiLiu SenHaiyan ZhangTong Zhang

Divergence-Augmented Policy Optimization. arXiv (Cornell University) (2025)

Qing WangYingru LiJiechao XiongTong Zhang

FDS: Frequency-Aware Denoising Score for Text-Guided Latent Diffusion Image Editing. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2025)

Yufan RenZicong JiangTong ZhangSøren ForchhammerSabine Süsstrunk

video denoisingimage restorationfrequency-aware denoising scoremedical image computingmultimedia information processingdigital image processingimage analysisdiffusion-based modelingimage denoising

Hessian-Aware Zeroth-Order Optimization. IEEE Transactions on Pattern Analysis and Machine Intelligence (2025)

Haishan YeZhichao HuangCong FangChris Junchi LiTong Zhang

High-Performance Flexible Gas Sensor for Ultrasensitive Ammonia Detection via Straightforward All-In-One Synthesis Technology. Sensors and Actuators B Chemical (2025)

Lichao LiuTeng FeiHongran ZhaoPengjia QiTong Zhang

electrochemical gas sensorchemistryultrasensitive ammonia detectionchemical sensorssensorsgas sensorsammoniabiosensorschemical engineering

Logarithmic Regret for Online Kl-Regularized Reinforcement Learning. arXiv (Cornell University) (2025)

Zhao, HeyangYe, ChenluXiong, WeiGu, QuanquanZhang, Tong

1
2
3
4
5
88
10 / page