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Publication search results
found 178 matches
- 2025
- Taehyung Kwon, Jihoon Ko, Jinhong Jung, Jun-Gi Jang, Kijung Shin:
Compact lossy compression of tensors via neural tensor-train decomposition. Knowl. Inf. Syst. 67(2): 1169-1211 (2025) - Hyunjin Choo, Minho Eom, Gyuri Kim, Young-Gyu Yoon, Kijung Shin:
RASP: Robust Mining of Frequent Temporal Sequential Patterns under Temporal Variations. EDBT 2025: 233-245 - Euiwoong Lee, Kijung Shin:
Facility Location on High-Dimensional Euclidean Spaces. ITCS 2025: 70:1-70:21 - 2024
- Jaewan Chun, Geon Lee, Kijung Shin
, Jinhong Jung:
Random walk with restart on hypergraphs: fast computation and an application to anomaly detection. Data Min. Knowl. Discov. 38(3): 1222-1257 (2024) - Minyoung Choe
, Jaemin Yoo
, Geon Lee
, Woonsung Baek
, U Kang
, Kijung Shin
:
Representative and Back-In-Time Sampling from Real-world Hypergraphs. ACM Trans. Knowl. Discov. Data 18(6): 156:1-156:48 (2024) - Geon Lee, Seokbum Yoon, Jihoon Ko, Hyunju Kim, Kijung Shin
:
Hypergraph motifs and their extensions beyond binary. VLDB J. 33(3): 625-665 (2024) - Taeri Kim, Jiho Heo, Hongil Kim, Kijung Shin, Sang-Wook Kim:
VITA: 'Carefully Chosen and Weighted Less' Is Better in Medication Recommendation. AAAI 2024: 8600-8607 - Dongjin Lee, Juho Lee, Kijung Shin:
Spear and Shield: Adversarial Attacks and Defense Methods for Model-Based Link Prediction on Continuous-Time Dynamic Graphs. AAAI 2024: 13374-13382 - Kyungho Kim
, Sunwoo Kim
, Geon Lee
, Kijung Shin
:
Towards Better Utilization of Multiple Views for Bundle Recommendation. CIKM 2024: 3827-3831 - Geon Lee
, Kyungho Kim
, Kijung Shin
:
Post-Training Embedding Enhancement for Long-Tail Recommendation. CIKM 2024: 3857-3861 - Dongyeong Hwang, Hyunju Kim, Sunwoo Kim, Kijung Shin:
FlowerFormer: Empowering Neural Architecture Encoding Using a Flow-Aware Graph Transformer. CVPR 2024: 6128-6137 - Sunwoo Kim, Shinhwan Kang, Fanchen Bu, Soo Yong Lee, Jaemin Yoo, Kijung Shin:
HypeBoy: Generative Self-Supervised Representation Learning on Hypergraphs. ICLR 2024 - Fanchen Bu, Hyeonsoo Jo, Soo Yong Lee, Sungsoo Ahn, Kijung Shin:
Tackling Prevalent Conditions in Unsupervised Combinatorial Optimization: Cardinality, Minimum, Covering, and More. ICML 2024 - Soo Yong Lee, Sunwoo Kim, Fanchen Bu, Jaemin Yoo, Jiliang Tang, Kijung Shin:
Feature Distribution on Graph Topology Mediates the Effect of Graph Convolution: Homophily Perspective. ICML 2024 - Langzhang Liang, Sunwoo Kim, Kijung Shin, Zenglin Xu, Shirui Pan, Yuan Qi:
Sign is Not a Remedy: Multiset-to-Multiset Message Passing for Learning on Heterophilic Graphs. ICML 2024 - Manh Tuan Do
, Kijung Shin
:
Unsupervised Alignment of Hypergraphs with Different Scales. KDD 2024: 609-620 - Sunwoo Kim
, Soo Yong Lee
, Yue Gao
, Alessia Antelmi
, Mirko Polato
, Kijung Shin
:
A Survey on Hypergraph Neural Networks: An In-Depth and Step-By-Step Guide. KDD 2024: 6534-6544 - Taehyung Kwon
, Jihoon Ko
, Jinhong Jung
, Jun-Gi Jang
, Kijung Shin
:
Compact Decomposition of Irregular Tensors for Data Compression: From Sparse to Dense to High-Order Tensors. KDD 2024: 1451-1462 - Jongha Lee
, Sunwoo Kim
, Kijung Shin
:
SLADE: Detecting Dynamic Anomalies in Edge Streams without Labels via Self-Supervised Learning. KDD 2024: 1506-1517 - Sunwoo Kim, Soo Yong Lee, Fanchen Bu, Shinhwan Kang, Kyungho Kim, Jaemin Yoo, Kijung Shin:
Rethinking Reconstruction-based Graph-Level Anomaly Detection: Limitations and a Simple Remedy. NeurIPS 2024 - Geon Lee
, Kyungho Kim
, Kijung Shin
:
Revisiting LightGCN: Unexpected Inflexibility, Inconsistency, and A Remedy Towards Improved Recommendation. RecSys 2024: 957-962 - Yeonjun In
, Kanghoon Yoon
, Kibum Kim
, Kijung Shin
, Chanyoung Park
:
Self-Guided Robust Graph Structure Refinement. WWW 2024: 697-708 - Geon Lee
, Soo Yong Lee
, Kijung Shin
:
VilLain: Self-Supervised Learning on Homogeneous Hypergraphs without Features via Virtual Label Propagation. WWW 2024: 594-605 - Geon Lee, Fanchen Bu, Tina Eliassi-Rad, Kijung Shin:
A Survey on Hypergraph Mining: Patterns, Tools, and Generators. CoRR abs/2401.08878 (2024) - Soo Yong Lee, Sunwoo Kim, Fanchen Bu, Jaemin Yoo, Jiliang Tang, Kijung Shin:
Feature Distribution on Graph Topology Mediates the Effect of Graph Convolution: Homophily Perspective. CoRR abs/2402.04621 (2024) - Yeonjun In, Kanghoon Yoon, Kibum Kim, Kijung Shin, Chanyoung Park:
Self-Guided Robust Graph Structure Refinement. CoRR abs/2402.11837 (2024) - Jongha Lee, Sunwoo Kim, Kijung Shin:
SLADE: Detecting Dynamic Anomalies in Edge Streams without Labels via Self-Supervised Learning. CoRR abs/2402.11933 (2024) - Dongyeong Hwang, Hyunju Kim, Sunwoo Kim, Kijung Shin:
FlowerFormer: Empowering Neural Architecture Encoding using a Flow-aware Graph Transformer. CoRR abs/2403.12821 (2024) - Sunwoo Kim, Shinhwan Kang, Fanchen Bu, Soo Yong Lee, Jaemin Yoo, Kijung Shin:
HypeBoy: Generative Self-Supervised Representation Learning on Hypergraphs. CoRR abs/2404.00638 (2024) - Sunwoo Kim, Soo Yong Lee, Yue Gao, Alessia Antelmi, Mirko Polato, Kijung Shin:
A Survey on Hypergraph Neural Networks: An In-Depth and Step-By-Step Guide. CoRR abs/2404.01039 (2024)
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