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2020 – today
- 2024
[c25]Jaejun Lee, Minsung Hwang, Joyce Jiyoung Whang:
PAC-Bayesian Generalization Bounds for Knowledge Graph Representation Learning. ICML 2024- [c24]Giwon Hong, Jeonghwan Kim, Junmo Kang, Sung-Hyon Myaeng, Joyce Jiyoung Whang:
Why So Gullible? Enhancing the Robustness of Retrieval-Augmented Models against Counterfactual Noise. NAACL-HLT (Findings) 2024: 2474-2495 - [c23]Jinhyeok Choi, Heehyeon Kim, Minhyeong An, Joyce Jiyoung Whang:
SpoT-Mamba: Learning Long-Range Dependency on Spatio-Temporal Graphs with Selective State Spaces. STRL@IJCAI 2024 - [i11]Jaejun Lee, Minsung Hwang, Joyce Jiyoung Whang:
PAC-Bayesian Generalization Bounds for Knowledge Graph Representation Learning. CoRR abs/2405.06418 (2024) - [i10]Jinhyeok Choi, Heehyeon Kim, Minhyeong An, Joyce Jiyoung Whang:
SpoT-Mamba: Learning Long-Range Dependency on Spatio-Temporal Graphs with Selective State Spaces. CoRR abs/2406.11244 (2024) - 2023
- [c22]Chanyoung Chung
, Joyce Jiyoung Whang:
Learning Representations of Bi-level Knowledge Graphs for Reasoning beyond Link Prediction. AAAI 2023: 4208-4216 - [c21]Jeonghwan Kim, Giwon Hong, Sung-Hyon Myaeng, Joyce Jiyoung Whang:
FinePrompt: Unveiling the Role of Finetuned Inductive Bias on Compositional Reasoning in GPT-4. EMNLP (Findings) 2023: 3763-3775 - [c20]Jaejun Lee, Chanyoung Chung, Hochang Lee, Sungho Jo, Joyce Jiyoung Whang:
VISTA: Visual-Textual Knowledge Graph Representation Learning. EMNLP (Findings) 2023: 7314-7328 - [c19]Heehyeon Kim, Jinhyeok Choi, Joyce Jiyoung Whang:
Dynamic Relation-Attentive Graph Neural Networks for Fraud Detection. ICDM (Workshops) 2023: 1092-1096 - [c18]Jaejun Lee, Chanyoung Chung, Joyce Jiyoung Whang:
InGram: Inductive Knowledge Graph Embedding via Relation Graphs. ICML 2023: 18796-18809 - [c17]Chanyoung Chung, Jaejun Lee, Joyce Jiyoung Whang:
Representation Learning on Hyper-Relational and Numeric Knowledge Graphs with Transformers. KDD 2023: 310-322 - [i9]Chanyoung Chung, Joyce Jiyoung Whang:
Learning Representations of Bi-Level Knowledge Graphs for Reasoning beyond Link Prediction. CoRR abs/2302.02601 (2023) - [i8]Giwon Hong, Jeonghwan Kim, Junmo Kang, Sung-Hyon Myaeng, Joyce Jiyoung Whang:
Discern and Answer: Mitigating the Impact of Misinformation in Retrieval-Augmented Models with Discriminators. CoRR abs/2305.01579 (2023) - [i7]Chanyoung Chung, Jaejun Lee, Joyce Jiyoung Whang:
Representation Learning on Hyper-Relational and Numeric Knowledge Graphs with Transformers. CoRR abs/2305.18256 (2023) - [i6]Jaejun Lee, Chanyoung Chung, Joyce Jiyoung Whang:
InGram: Inductive Knowledge Graph Embedding via Relation Graphs. CoRR abs/2305.19987 (2023) - [i5]Heehyeon Kim, Jinhyeok Choi, Joyce Jiyoung Whang:
Dynamic Relation-Attentive Graph Neural Networks for Fraud Detection. CoRR abs/2310.04171 (2023) - 2022
- [j11]Ji Ho Kwak, Jaejun Lee, Joyce Jiyoung Whang, Sungho Jo:
Semantic Grasping Via a Knowledge Graph of Robotic Manipulation: A Graph Representation Learning Approach. IEEE Robotics Autom. Lett. 7(4): 9397-9404 (2022) - [c16]Seongil Wi, Sijae Woo, Joyce Jiyoung Whang, Sooel Son:
HiddenCPG: Large-Scale Vulnerable Clone Detection Using Subgraph Isomorphism of Code Property Graphs. WWW 2022: 755-766 - 2021
- [j10]Junghyun Bum, Joyce Jiyoung Whang, Hyunseung Choo:
Sentiment-based sub-event segmentation and key photo selection. J. Vis. Commun. Image Represent. 74: 102973 (2021) - [c15]Chanyoung Chung, Joyce Jiyoung Whang:
Knowledge Graph Embedding via Metagraph Learning. SIGIR 2021: 2212-2216 - [i4]Gabin An, Juyeon Yoon, Joyce Jiyoung Whang, Shin Yoo:
Improving Test Distance for Failure Clustering with Hypergraph Modelling. CoRR abs/2104.10360 (2021) - 2020
- [j9]Yoon Mo Jung, Joyce Jiyoung Whang, Sangwoon Yun:
Sparse probabilistic K-means. Appl. Math. Comput. 382: 125328 (2020) - [j8]Namhyun Kim, Junseong Lee, Joyce Jiyoung Whang, Jinkyu Lee:
SmartGrip: grip sensing system for commodity mobile devices through sound signals. Pers. Ubiquitous Comput. 24(5): 643-654 (2020) - [j7]Joyce Jiyoung Whang, Rundong Du, Sangwon Jung, Geon Lee, Barry L. Drake, Qingqing Liu, Seonggoo Kang, Haesun Park:
MEGA: Multi-View Semi-Supervised Clustering of Hypergraphs. Proc. VLDB Endow. 13(5): 698-711 (2020) - [c14]Joyce Jiyoung Whang, Yeonsung Jung, Seonggoo Kang, Dongho Yoo, Inderjit S. Dhillon:
Scalable Anti-TrustRank with Qualified Site-level Seeds for Link-based Web Spam Detection. WWW (Companion Volume) 2020: 593-602 - [i3]Joyce Jiyoung Whang, Inderjit S. Dhillon:
Non-Exhaustive, Overlapping Co-Clustering: An Extended Analysis. CoRR abs/2004.11530 (2020)
2010 – 2019
- 2019
- [j6]Seungtaek Song, Namhyun Kim, Sungkil Lee, Joyce Jiyoung Whang, Jinkyu Lee:
Design and Feasibility Study: Customized Virtual Buttons for Electronic Mobile Devices. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. 102-A(4): 668-671 (2019) - [j5]Joyce Jiyoung Whang, Yangyang Hou, David F. Gleich, Inderjit S. Dhillon:
Non-Exhaustive, Overlapping Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 41(11): 2644-2659 (2019) - [c13]Geon Lee, Seonggoo Kang, Joyce Jiyoung Whang:
Hyperlink Classification via Structured Graph Embedding. SIGIR 2019: 1017-1020 - 2018
- [j4]Joyce Jiyoung Whang, Yunseob Shin:
Localized Ranking in Social and Information Networks. IEICE Trans. Inf. Syst. 101-D(2): 547-551 (2018) - 2017
- [c12]Joyce Jiyoung Whang:
An Empirical Study of Community Overlap: Ground-truth, Algorithmic Solutions, and Implications. CIKM 2017: 2363-2366 - [c11]Joyce Jiyoung Whang, Inderjit S. Dhillon:
Non-Exhaustive, Overlapping Co-Clustering. CIKM 2017: 2367-2370 - 2016
- [j3]Joyce Jiyoung Whang, David F. Gleich, Inderjit S. Dhillon:
Overlapping Community Detection Using Neighborhood-Inflated Seed Expansion. IEEE Trans. Knowl. Data Eng. 28(5): 1272-1284 (2016) - [c10]Yangyang Hou, Joyce Jiyoung Whang, David F. Gleich, Inderjit S. Dhillon:
Fast Multiplier Methods to Optimize Non-exhaustive, Overlapping Clustering. SDM 2016: 297-305 - [i2]Yangyang Hou, Joyce Jiyoung Whang, David F. Gleich, Inderjit S. Dhillon:
Fast Multiplier Methods to Optimize Non-exhaustive, Overlapping Clustering. CoRR abs/1602.01910 (2016) - 2015
- [c9]Joyce Jiyoung Whang, Andrew Lenharth, Inderjit S. Dhillon, Keshav Pingali:
Scalable Data-Driven PageRank: Algorithms, System Issues, and Lessons Learned. Euro-Par 2015: 438-450 - [c8]Yangyang Hou, Joyce Jiyoung Whang, David F. Gleich, Inderjit S. Dhillon:
Non-exhaustive, Overlapping Clustering via Low-Rank Semidefinite Programming. KDD 2015: 427-436 - [c7]Joyce Jiyoung Whang, Inderjit S. Dhillon, David F. Gleich:
Non-exhaustive, Overlapping k-means. SDM 2015: 936-944 - [i1]Joyce Jiyoung Whang, David F. Gleich, Inderjit S. Dhillon:
Overlapping Community Detection Using Neighborhood-Inflated Seed Expansion. CoRR abs/1503.07439 (2015) - 2013
- [c6]Joyce Jiyoung Whang, David F. Gleich, Inderjit S. Dhillon:
Overlapping community detection using seed set expansion. CIKM 2013: 2099-2108 - [c5]Joyce Jiyoung Whang, Piyush Rai, Inderjit S. Dhillon:
Stochastic Blockmodel with Cluster Overlap, Relevance Selection, and Similarity-Based Smoothing. ICDM 2013: 817-826 - 2012
- [c4]Kai-Yang Chiang, Joyce Jiyoung Whang, Inderjit S. Dhillon:
Scalable clustering of signed networks using balance normalized cut. CIKM 2012: 615-624 - [c3]Joyce Jiyoung Whang, Xin Sui, Inderjit S. Dhillon:
Scalable and Memory-Efficient Clustering of Large-Scale Social Networks. ICDM 2012: 705-714 - [c2]Xin Sui, Tsung-Hsien Lee, Joyce Jiyoung Whang, Berkant Savas, Saral Jain, Keshav Pingali, Inderjit S. Dhillon:
Parallel Clustered Low-Rank Approximation of Graphs and Its Application to Link Prediction. LCPC 2012: 76-95 - 2010
- [j2]Myungha Jang, Joyce Jiyoung Whang, Coleen S. Lewis, Hyun Seok Park:
An Interpretation of Biological Metabolites and their Reactions Based on Relation Degree of Compound Pairs in KEGG XML Files. J. Softw. 5(2): 187-194 (2010)
2000 – 2009
- 2009
- [j1]Eunji Lee, Joyce Jiyoung Whang, Uran Oh, Kern Koh, Hyokyung Bahn:
Popular channel concentration schemes for efficient channel navigation in internet protocol televisions. IEEE Trans. Consumer Electron. 55(4): 1945-1949 (2009) - [c1]Myungha Jang, Arang Rhie, Joyce Jiyoung Whang, Sanduk Yang, Hyun Seok Park:
A statistical analysis of relation degree of compound pair on online biological pathway databases. ICUIMC 2009: 644-649
Coauthor Index
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