Joyce Jiyoung Whang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Discern and Answer: Mitigating the Impact of Misinformation in Retrieval-Augmented Models with Discriminators.

[BibT_eX]

[DOI]

CoRR, 2023

Representation Learning on Hyper-Relational and Numeric Knowledge Graphs with Transformers.

[BibT_eX]

[DOI]

Jaejun Lee

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

InGram: Inductive Knowledge Graph Embedding via Relation Graphs.

[BibT_eX]

[DOI]

Jaejun Lee

Proceedings of the International Conference on Machine Learning, 2023

Dynamic Relation-Attentive Graph Neural Networks for Fraud Detection.

[BibT_eX]

[DOI]

Heehyeon Kim

Jinhyeok Choi

Proceedings of the IEEE International Conference on Data Mining, 2023

VISTA: Visual-Textual Knowledge Graph Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

FinePrompt: Unveiling the Role of Finetuned Inductive Bias on Compositional Reasoning in GPT-4.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Learning Representations of Bi-level Knowledge Graphs for Reasoning beyond Link Prediction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Semantic Grasping Via a Knowledge Graph of Robotic Manipulation: A Graph Representation Learning Approach.

[BibT_eX]

[DOI]

IEEE Robotics Autom. Lett., 2022

HiddenCPG: Large-Scale Vulnerable Clone Detection Using Subgraph Isomorphism of Code Property Graphs.

[BibT_eX]

[DOI]

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

2021

Sentiment-based sub-event segmentation and key photo selection.

[BibT_eX]

[DOI]

Junghyun Bum

Hyunseung Choo

J. Vis. Commun. Image Represent., 2021

Improving Test Distance for Failure Clustering with Hypergraph Modelling.

[BibT_eX]

[DOI]

CoRR, 2021

Knowledge Graph Embedding via Metagraph Learning.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

2020

MEGA: Multi-View Semi-Supervised Clustering of Hypergraphs.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2020

SmartGrip: grip sensing system for commodity mobile devices through sound signals.

[BibT_eX]

[DOI]

Pers. Ubiquitous Comput., 2020

Non-Exhaustive, Overlapping Co-Clustering: An Extended Analysis.

[BibT_eX]

[DOI]

CoRR, 2020

Sparse probabilistic K-means.

[BibT_eX]

[DOI]

Yoon Mo Jung

Sangwoon Yun

Appl. Math. Comput., 2020

Scalable Anti-TrustRank with Qualified Site-level Seeds for Link-based Web Spam Detection.

[BibT_eX]

[DOI]

Proceedings of the Companion of The 2020 Web Conference 2020, 2020

2019

Non-Exhaustive, Overlapping Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2019

Design and Feasibility Study: Customized Virtual Buttons for Electronic Mobile Devices.

[BibT_eX]

[DOI]

IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2019

Hyperlink Classification via Structured Graph Embedding.

[BibT_eX]

[DOI]

Geon Lee

Seonggoo Kang

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

2018

Localized Ranking in Social and Information Networks.

[BibT_eX]

[DOI]

Yunseob Shin

IEICE Trans. Inf. Syst., 2018

2017

Non-Exhaustive, Overlapping Co-Clustering.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

An Empirical Study of Community Overlap: Ground-truth, Algorithmic Solutions, and Implications.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016

Overlapping Community Detection Using Neighborhood-Inflated Seed Expansion.

[BibT_eX]

[DOI]

David F. Gleich

IEEE Trans. Knowl. Data Eng., 2016

Fast Multiplier Methods to Optimize Non-exhaustive, Overlapping Clustering.

[BibT_eX]

[DOI]

Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

2015

Non-exhaustive, Overlapping <i>k</i>-means.

[BibT_eX]

[DOI]

David F. Gleich

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Non-exhaustive, Overlapping Clustering via Low-Rank Semidefinite Programming.

[BibT_eX]

[DOI]

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Scalable Data-Driven PageRank: Algorithms, System Issues, and Lessons Learned.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2015: Parallel Processing, 2015

2013

Stochastic Blockmodel with Cluster Overlap, Relevance Selection, and Similarity-Based Smoothing.

[BibT_eX]

[DOI]

Piyush Rai

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Overlapping community detection using seed set expansion.

[BibT_eX]

[DOI]

David F. Gleich

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012

Parallel Clustered Low-Rank Approximation of Graphs and Its Application to Link Prediction.

[BibT_eX]

[DOI]

Proceedings of the Languages and Compilers for Parallel Computing, 2012

Scalable and Memory-Efficient Clustering of Large-Scale Social Networks.

[BibT_eX]

[DOI]

Xin Sui

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Scalable clustering of signed networks using balance normalized cut.

[BibT_eX]

[DOI]

Kai-Yang Chiang