Prati
Eli Chien
Naslov
Citirano
Citirano
Godina
Adaptive Universal Generalized PageRank Graph Neural Network
E Chien, J Peng, P Li, O Milenkovic
International Conference on Learning Representations 2021., 2020
8822020
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
1522021
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
1412021
Efficient Model Updates for Approximate Unlearning of Graph-Structured Data
E Chien, C Pan, O Milenkovic
International Conference on Learning Representations, 2023
92*2023
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
882018
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
802019
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
412019
Unlearning graph classifiers with limited data resources
C Pan*, E Chien*, O Milenkovic
Proceedings of the ACM Web Conference 2023, 716-726, 2023
38*2023
Machine Unlearning of Pre-trained Large Language Models
J Yao, E Chien, M Du, X Niu, T Wang, Z Cheng, X Yue
Association for Computational Linguistics (ACL 2024 Main), 2024
372024
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
262018
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
252018
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
202023
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
192019
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
162023
Langevin Unlearning: A New Perspective of Noisy Gradient Descent for Machine Unlearning
E Chien, H Wang, Z Chen, P Li
Advances in Neural Information Processing Systems 2024 (Spotlight), 2024
11*2024
PINA: Leveraging Side Information in eXtreme Multi-label Classification via Predicted Instance Neighborhood Aggregation
E Chien, J Zhang, CJ Hsieh, JY Jiang, WC Chang, O Milenkovic, HF Yu
International Conference on Machine Learning 2023., 2023
112023
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
112021
Active learning in the geometric block model
E Chien, AM Tulino, J Llorca
Proceedings of the AAAI Conference on Artificial Intelligence 2020, 2019
112019
Linear classifiers in product space forms
P Tabaghi, C Pan, E Chien, J Peng, O Milenkovic
arXiv preprint arXiv:2102.10204, 2021
9*2021
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