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Eli Chien
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Year
Adaptive Universal Generalized PageRank Graph Neural Network
E Chien, J Peng, P Li, O Milenkovic
International Conference on Learning Representations 2021., 2020
5612020
You are AllSet: A Multiset Function Framework for Hypergraph Neural Networks
E Chien, C Pan, J Peng, O Milenkovic
International Conference on Learning Representations 2022, 2021
822021
Community detection in hypergraphs: Optimal statistical limit and efficient algorithms
I Chien, CY Lin, IH Wang
International Conference on Artificial Intelligence and Statistics, 871-879, 2018
822018
Node Feature Extraction by Self-Supervised Multi-scale Neighborhood Prediction
E Chien, WC Chang, CJ Hsieh, HF Yu, J Zhang, O Milenkovic, IS Dhillon
International Conference on Learning Representations 2022, 2021
812021
Optimizing Generalized PageRank Methods for Seed-Expansion Community Detection
P Li*, E Chien*, O Milenkovic
Advances in Neural Information Processing Systems 32, 11705--11716, 2019
622019
Efficient Model Updates for Approximate Unlearning of Graph-Structured Data
E Chien, C Pan, O Milenkovic
International Conference on Learning Representations, 2023
39*2023
On the minimax misclassification ratio of hypergraph community detection
IE Chien, CY Lin, IH Wang
IEEE Transactions on Information Theory 65 (12), 8095-8118, 2019
392019
On the fundamental statistical limit of community detection in random hypergraphs
CY Lin, IE Chien, IH Wang
2017 IEEE International Symposium on Information Theory (ISIT), 2178-2182, 2017
282017
Query K-means Clustering and the Double Dixie Cup Problem
I Chien, C Pan, O Milenkovic
Advances in Neural Information Processing Systems, 6650--6659, 2018
252018
HS2 : Active learning over hypergraphs with pointwise and pairwise queries
I Chien, H Zhou, P Li
Proceedings of the 22nd International Conference on Artificial Intelligence …, 2018
212018
Multi-MotifGAN (MMGAN): Motif-targeted Graph Generation and Prediction
A Gamage, E Chien, J Peng, O Milenkovic
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and …, 2019
172019
Unlearning graph classifiers with limited data resources
C Pan, E Chien, O Milenkovic
Proceedings of the ACM Web Conference 2023, 716-726, 2023
12*2023
Highly Scalable and Provably Accurate Classification in Poincare Balls
E Chien, C Pan, P Tabaghi, O Milenkovic
IEEE International Conference on Data Mining (ICDM), 2021, 2021
102021
Linear classifiers in product space forms
P Tabaghi, C Pan, E Chien, J Peng, O Milenkovic
arXiv preprint arXiv:2102.10204, 2021
8*2021
Active learning in the geometric block model
E Chien, AM Tulino, J Llorca
Proceedings of the AAAI Conference on Artificial Intelligence 2020, 2019
82019
Landing probabilities of random walks for seed-set expansion in hypergraphs
E Chien, P Li, O Milenkovic
IEEE Information Theory Workshop (ITW) 2021, 2019
62019
Differentially Private Decoupled Graph Convolutions for Multigranular Topology Protection
E Chien, WN Chen, C Pan, P Li, A Özgür, O Milenkovic
Advances in Neural Information Processing Systems 2023, 2023
42023
Breaking the Trilemma of Privacy, Utility, Efficiency via Controllable Machine Unlearning
Z Liu, G Dou, Y Tian, C Zhang, E Chien, Z Zhu
Proceedings of the ACM Web Conference 2024, 2023
32023
HyperAid: Denoising in hyperbolic spaces for tree-fitting and hierarchical clustering
E Chien, P Tabaghi, O Milenkovic
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
32022
Small-sample estimation of the mutational support and distribution of SARS-CoV-2
V Rana, E Chien, J Peng, O Milenkovic
IEEE/ACM Transactions on Computational Biology and Bioinformatics 20 (1 …, 2022
3*2022
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