Faculty

Institution

Unit

Venue

Olgica Milenkovic

Distinguished Lecturer Professor

University of Illinois Urbana-Champaign

Affiliations

The Grainger College of Engineering

Department of Electrical and Computer Engineering

Olgica Milenkovic is currently serving as an Electrical And Computer Engineering Distinguished Lecturer Professor at University of Illinois Urbana-Champaign.

Honors

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Experiences

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Education

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Olgica Milenkovic

University of Illinois Urbana-Champaign

Distinguished Lecturer Professor

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computer science applied mathematics algebraic coding theory bioinformatics discrete algorithms combinatorics error correction code genome biology theoretical computer science computational biology combinatorial theory graph theory signal processing variable-length code computer engineering nucleic acids iterative decoding molecular informatics combinatorial optimization theory of computation digital signal processing molecular biology biomedical informatics computational statistics compressive sensing knowledge discovery machine learning research mathematical optimization graph analysis dna computing computational optimization numerical algorithms dna analysis sequence analysis ranking algorithms biological networks distributed systems sequence design convex analysis signal reconstruction information theory lower bounds cryptographic hardware string processing data compression low-rank approximation graph processing gene regulatory networks dna sequencing string-searching algorithm structural graph theory graph neural networks gene expression profiling sparse representations dna nanotechnology sequence assembly microarray data analysis rank aggregation quantization (signal processing) combinatorial pattern matching testing technique semi-quantitative group new family ldpc codes tanner graph motif clustering tanner graphs linear block codes stopping redundancy hierarchy subspace pursuit trapping sets optical communication systems dna-based data storage code ensembles dna punch cards dna storage channel natural computing structure discovery data science network analysis

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Bps2025 - Robust Rna Tails Detection Technique Using Solid-State Nanopores for High-Density Dna Data Storage. Biophysical Journal (2025)

Rajat ChakrabortyOlgica MilenkovicJean-Pierre Leburton

biophysicsnanomaterialssolid-state nanoporesnucleic acidsnanotechnologydetection techniquerobust rnamolecular biologydna analysisdna nanotechnologynucleic acid biomarkers

Generalized Orthogonal De Bruijn and Kautz Sequences. Entropy (2025)

Yuan-Pon ChenJin SimaOlgica Milenkovic

de bruijncombinatoricsgeneralized orthogonalcombinatorial theorysequence analysismathematicsgeneticsmolecular evolutionkautz sequencessequence designgenome biology

Perturbation-Resilient Sets for Dynamic Service Balancing. Designs Codes and Cryptography (2025)

Jin SimaChao PanOlgica Milenkovic

service managementcomputer sciencesystems engineeringscalabilityoperations researchdynamic servicesystem sciencehigh availabilitycomplex systemsstabilityload balancing (computing)cloud load balancing

A Multi-Sequence Prophet Inequality Under Observation Constraints. 2022 IEEE International Symposium on Information Theory (ISIT) (2024)

Aristomenis TsopelakosOlgica Milenkovic

combinatoricslower boundsdiscrete algorithmsmathematicsvariational inequalitiesmathematical programmingalgorithmic information theorymulti-sequence prophet inequalityapplied mathematics

Dna-Based Data Storage Systems: A Review of Implementations and Code Constructions. IEEE Transactions on Communications (2024)

Olgica MilenkovicChao Pan

computational biologyunique reconstructiondna computingnucleic acidssynthetic biologygenome biologymolecular informaticscode constructionsmolecular biologytrace reconstructionsystems biologydna analysisbioinformaticsgenetics

Federated Aggregation of Mallows Rankings: A Comparative Analysis of Borda and Lehmer Coding. arXiv (Cornell University) (2024)

Sima, JinRana, VishalMilenkovic, Olgica

computer sciencescalabilityprivate information retrievaldata privacycomputational complexityconsensus rankingdata aggregationdiscrete algorithmsdata securityfederated learningdata sciencefederated aggregationcomparative analysis

FEDGTST: Boosting Global Transferability of Federated Models via Statistics Tuning. arXiv (Cornell University) (2024)

Ma, EvelynPan, ChaoEtesami, RasoulZhao, HanMilenkovic, Olgica

transfer learningcomputer scienceboosting global transferabilityscalabilitycross-client jacobiandata privacydomain adaptationdistributed systemsaverage jacobian normmachine learning researchfederated learningdata sciencedistributed learningmachine learning

Graph Transductive Defense: A Two-Stage Defense for Graph Membership Inference Attacks. arXiv (Cornell University) (2024)

Niu, PeizhiPan, ChaoChen, SihengMilenkovic, Olgica

computer sciencegraph transductive defensegraph theorygraph processingadversarial machine learningdata privacyinformation securitycomputer securitydata securitymachine learning researchgraph neural networksdata scienceattack graphgraph analysistransductive learning characteristicsmachine learning

Interpretable Online Network Dictionary Learning for Inferring Long-Range Chromatin Interactions. PLoS Computational Biology (2024)

Vishal RanaJianhao PengChao PanHanbaek LyuAlbert ChengMinji KimOlgica Milenkovic

computer sciencecomputational biologybiomedical informaticsknowledge discoveryclusteringbiomedical data scienceonline cvxndlunsupervised machine learningmolecular informaticsdictionary learningdata miningmachine learning researchdata sciencegene ontologysystems biologybioinformaticsmachine learning

Multifaceted Roles of Cohesin in Regulating Transcriptional Loops. bioRxiv (Cold Spring Harbor Laboratory) (2024)

Minji KimPing WangPatricia ClowI ChienXiaotao WangJianhao PengHaoxi ChaiXiyuan LiuByoungkoo LeeChew Yee NganFeng YueOlgica MilenkovicJeffrey H ChuangChia-Lin WeiRafael CasellasAlbert ChengYijun Ruan

chromatin remodelingchromatin loop formationnucleic acidscell biologygene regulationdna replicationmolecular cell biologynuclear organizationtranscription (biology)molecular biologychromatintranscription regulationgene expressionmultifaceted rolesgenome biology

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Olgica Milenkovic

Distinguished Lecturer Professor

University of Illinois Urbana-Champaign

Affiliations

The Grainger College of Engineering

Department of Electrical and Computer Engineering

Olgica Milenkovic is currently serving as an Electrical And Computer Engineering Distinguished Lecturer Professor at University of Illinois Urbana-Champaign.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Olgica Milenkovic

University of Illinois Urbana-Champaign

Distinguished Lecturer Professor

You can click a keyword to filter the displayed items

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Bps2025 - Robust Rna Tails Detection Technique Using Solid-State Nanopores for High-Density Dna Data Storage. Biophysical Journal (2025)

Rajat ChakrabortyOlgica MilenkovicJean-Pierre Leburton

biophysicsnanomaterialssolid-state nanoporesnucleic acidsnanotechnologydetection techniquerobust rnamolecular biologydna analysisdna nanotechnologynucleic acid biomarkers

Generalized Orthogonal De Bruijn and Kautz Sequences. Entropy (2025)

Yuan-Pon ChenJin SimaOlgica Milenkovic

de bruijncombinatoricsgeneralized orthogonalcombinatorial theorysequence analysismathematicsgeneticsmolecular evolutionkautz sequencessequence designgenome biology

Perturbation-Resilient Sets for Dynamic Service Balancing. Designs Codes and Cryptography (2025)

Jin SimaChao PanOlgica Milenkovic

service managementcomputer sciencesystems engineeringscalabilityoperations researchdynamic servicesystem sciencehigh availabilitycomplex systemsstabilityload balancing (computing)cloud load balancing

A Multi-Sequence Prophet Inequality Under Observation Constraints. 2022 IEEE International Symposium on Information Theory (ISIT) (2024)

Aristomenis TsopelakosOlgica Milenkovic

combinatoricslower boundsdiscrete algorithmsmathematicsvariational inequalitiesmathematical programmingalgorithmic information theorymulti-sequence prophet inequalityapplied mathematics

Dna-Based Data Storage Systems: A Review of Implementations and Code Constructions. IEEE Transactions on Communications (2024)

Olgica MilenkovicChao Pan

Federated Aggregation of Mallows Rankings: A Comparative Analysis of Borda and Lehmer Coding. arXiv (Cornell University) (2024)

Sima, JinRana, VishalMilenkovic, Olgica

FEDGTST: Boosting Global Transferability of Federated Models via Statistics Tuning. arXiv (Cornell University) (2024)

Ma, EvelynPan, ChaoEtesami, RasoulZhao, HanMilenkovic, Olgica

Graph Transductive Defense: A Two-Stage Defense for Graph Membership Inference Attacks. arXiv (Cornell University) (2024)

Niu, PeizhiPan, ChaoChen, SihengMilenkovic, Olgica

Interpretable Online Network Dictionary Learning for Inferring Long-Range Chromatin Interactions. PLoS Computational Biology (2024)

Vishal RanaJianhao PengChao PanHanbaek LyuAlbert ChengMinji KimOlgica Milenkovic

Multifaceted Roles of Cohesin in Regulating Transcriptional Loops. bioRxiv (Cold Spring Harbor Laboratory) (2024)

Minji KimPing WangPatricia ClowI ChienXiaotao WangJianhao PengHaoxi ChaiXiyuan LiuByoungkoo LeeChew Yee NganFeng YueOlgica MilenkovicJeffrey H ChuangChia-Lin WeiRafael CasellasAlbert ChengYijun Ruan

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