Olgica Milenković
- Adaptive Universal Generalized PageRank Graph Neural Network
2020/06/14 by Eli Chien, Chien, Eli, Jianhao Peng +5 · 49 citations
Computer Science · #Advanced Graph Neural Networks #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
- You are AllSet: A Multiset Function Framework for Hypergraph Neural Networks
2021/06/24 by Eli Chien, Chien, Eli, Chao Pan +5 · 15 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Multimodal Machine Learning Applications
- Subspace Pursuit for Compressive Sensing Signal Reconstruction
2008/03/06 by Wei Dai, Olgica Milenković, Dai, Wei +1 · 9 citations
Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Microwave Imaging and Scattering Analysis #Numerical Analysis (math.NA) #Photoacoustic and Ultrasonic Imaging #Sparse and Compressive Sensing Techniques
- Node Feature Extraction by Self-Supervised Multi-scale Neighborhood Prediction
2021/10/29 by Eli Chien, Chien, Eli, Wei-Cheng Chang +11 · 14 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text and Document Classification Technologies #Topic Modeling
- Correlation Clustering with Constrained Cluster Sizes and Extended\n Weights Bounds
2014/11/03 by Gregory J. Puleo, Puleo, Gregory J., Olgica Milenković +1 · 3 citations
Computer Science · Physics and Astronomy · #Advanced Clustering Algorithms Research #Advanced Graph Theory Research #Bayesian Methods and Mixture Models #Complex Network Analysis Techniques #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Certified Graph Unlearning
2022/06/18 by Eli Chien, Chao Pan, Chien, Eli +3 · 5 citations
Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Data Quality and Management
- A Geometric Approach to Low-Rank Matrix Completion
2010/06/10 by Wei Dai, Ely Kerman, Dai, Wei +3 · 3 citations
Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Advanced Image Processing Techniques #Synthetic Aperture Radar (SAR) Applications and Techniques
- An Axiomatic Approach to Constructing Distances for Rank Comparison and Aggregation
2014/08/07 by Farzad Farnoud, Farzad Farnoud Hassanzadeh, Olgica Milenkovic +1 · 4 citations
Decision Sciences · Economics, Econometrics and Finance · Computer Science · #Multi-Criteria Decision Making #Game Theory and Voting Systems #Data Management and Algorithms
- A Rewritable, Random-Access DNA-Based Storage System
2015/05/08 by S. M. Hossein Tabatabaei Yazdi, Yazdi, S. M. Hossein Tabatabaei, Yongbo Yuan +7 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Data Storage Technologies #Cellular Automata and Applications #DNA and Biological Computing #FOS: Computer and information sciences #Information Theory (cs.IT)
- Optimal Repair Schemes for Some Families of Full-Length Reed-Solomon\n Codes
2017/01/01 by Olgica Milenković, Dau, Hoang, Dau, Son Hoang +1 · 2 citations
Computer Science · #Advanced Data Storage Technologies #Cellular Automata and Applications #Coding theory and cryptography #Distributed systems and fault tolerance #FOS: Computer and information sciences #Information Theory (cs.IT)
- Optimizing Generalized PageRank Methods for Seed-Expansion Community Detection
2019/05/26 by Li Pan, Li, Pan, Eli Chien +3 · 3 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Opinion Dynamics and Social Influence #Social and Information Networks (cs.SI)
- Unlearning Graph Classifiers with Limited Data Resources
2022/11/06 by Chao Pan, Pan, Chao, Eli Chien +3 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Age of Information Optimization #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Coded trace reconstruction
2019/03/24 by Mahdi Cheraghchi, Ryan Gabrys, Cheraghchi, Mahdi +5 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Data Storage Technologies #Algorithms and Data Compression #Combinatorics (math.CO) #DNA and Biological Computing #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT)
- DNA-Based Data Storage Systems: A Review of Implementations and Code Constructions
2024/02/20 by Olgica Milenković, Olgica Milenkovic, Chao Pan · 2 citations
Biochemistry, Genetics and Molecular Biology · Environmental Science · #DNA and Biological Computing #Advanced biosensing and bioanalysis techniques #Environmental DNA in Biodiversity Studies
- The Gapped k-Deck Problem
2022/01/29 by Golm, Jonas, Mina Nahvi, Ryan Gabrys +4 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Graph Theory Research #Combinatorics (math.CO) #Digital Image Processing Techniques #FOS: Mathematics #Genome Rearrangement Algorithms
- Differentially Private Decoupled Graph Convolutions for Multigranular Topology Protection
2023/07/12 by Eli Chien, Chien, Eli, Weining Chen +9 · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- DNA-Based Data Storage Systems: A Review of Implementations and Code Constructions
2023/10/07 by Olgica Milenković, Milenkovic, Olgica, Chao Pan +1 · 1 citation
Biochemistry, Genetics and Molecular Biology · #Advanced biosensing and bioanalysis techniques #DNA and Biological Computing #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Gene expression and cancer classification #Information Theory (cs.IT)
- Do LLMs Really Forget? Evaluating Unlearning with Knowledge Correlation and Confidence Awareness
2025/06/06 by Rongzhe Wei, Peizhi Niu, Wei, Rongzhe +20 · 3 citations
Computer Science · #Imbalanced Data Classification Techniques