Joyce Jiyoung Whang

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 32

Top Topics

Semidefinite Programming

Graph Embedding

Top Venues

Publications

Jaejun Lee, Minsung Hwang, Joyce Jiyoung Whang
PAC-Bayesian Generalization Bounds for Knowledge Graph Representation Learning. CoRR (2024)
Jinhyeok Choi, Heehyeon Kim, Minhyeong An, Joyce Jiyoung Whang
SpoT-Mamba: Learning Long-Range Dependency on Spatio-Temporal Graphs with Selective State Spaces. CoRR (2024)
Chanyoung Chung, Jaejun Lee, Joyce Jiyoung Whang
Representation Learning on Hyper-Relational and Numeric Knowledge Graphs with Transformers. CoRR (2023)
Heehyeon Kim, Jinhyeok Choi, Joyce Jiyoung Whang
Dynamic Relation-Attentive Graph Neural Networks for Fraud Detection. ICDM (Workshops) (2023)
Chanyoung Chung, Jaejun Lee, Joyce Jiyoung Whang
Representation Learning on Hyper-Relational and Numeric Knowledge Graphs with Transformers. KDD (2023)
Chanyoung Chung, Joyce Jiyoung Whang
Learning Representations of Bi-Level Knowledge Graphs for Reasoning beyond Link Prediction. CoRR (2023)
Jaejun Lee, Chanyoung Chung, Joyce Jiyoung Whang
InGram: Inductive Knowledge Graph Embedding via Relation Graphs. ICML (2023)
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 (2023)
Jaejun Lee, Chanyoung Chung, Joyce Jiyoung Whang
InGram: Inductive Knowledge Graph Embedding via Relation Graphs. CoRR (2023)
Chanyoung Chung, Joyce Jiyoung Whang
Learning Representations of Bi-level Knowledge Graphs for Reasoning beyond Link Prediction. AAAI (2023)
Heehyeon Kim, Jinhyeok Choi, Joyce Jiyoung Whang
Dynamic Relation-Attentive Graph Neural Networks for Fraud Detection. CoRR (2023)
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)
Jaejun Lee, Chanyoung Chung, Hochang Lee, Sungho Jo, Joyce Jiyoung Whang
VISTA: Visual-Textual Knowledge Graph Representation Learning. EMNLP (Findings) (2023)
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) (2022)
Seongil Wi, Sijae Woo, Joyce Jiyoung Whang, Sooel Son
HiddenCPG: Large-Scale Vulnerable Clone Detection Using Subgraph Isomorphism of Code Property Graphs. WWW (2022)
Junghyun Bum, Joyce Jiyoung Whang, Hyunseung Choo
Sentiment-based sub-event segmentation and key photo selection. J. Vis. Commun. Image Represent. 74 (2021)
Gabin An, Juyeon Yoon, Joyce Jiyoung Whang, Shin Yoo
Improving Test Distance for Failure Clustering with Hypergraph Modelling. CoRR (2021)
Chanyoung Chung, Joyce Jiyoung Whang
Knowledge Graph Embedding via Metagraph Learning. SIGIR (2021)
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) (2020)
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)
Yoon Mo Jung, Joyce Jiyoung Whang, Sangwoon Yun
Sparse probabilistic K-means. Appl. Math. Comput. 382 (2020)
Joyce Jiyoung Whang, Inderjit S. Dhillon
Non-Exhaustive, Overlapping Co-Clustering: An Extended Analysis. CoRR (2020)
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) (2020)
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. (4) (2019)
Joyce Jiyoung Whang, Yangyang Hou, David F. Gleich, Inderjit S. Dhillon
Non-Exhaustive, Overlapping Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 41 (11) (2019)
Geon Lee, Seonggoo Kang, Joyce Jiyoung Whang
Hyperlink Classification via Structured Graph Embedding. SIGIR (2019)
Joyce Jiyoung Whang, Yunseob Shin
Localized Ranking in Social and Information Networks. IEICE Trans. Inf. Syst. (2) (2018)
Joyce Jiyoung Whang
An Empirical Study of Community Overlap: Ground-truth, Algorithmic Solutions, and Implications. CIKM (2017)
Joyce Jiyoung Whang, Inderjit S. Dhillon
Non-Exhaustive, Overlapping Co-Clustering. CIKM (2017)
Yangyang Hou, Joyce Jiyoung Whang, David F. Gleich, Inderjit S. Dhillon
Fast Multiplier Methods to Optimize Non-exhaustive, Overlapping Clustering. SDM (2016)
Joyce Jiyoung Whang, David F. Gleich, Inderjit S. Dhillon
Overlapping Community Detection Using Neighborhood-Inflated Seed Expansion. IEEE Trans. Knowl. Data Eng. 28 (5) (2016)
Yangyang Hou, Joyce Jiyoung Whang, David F. Gleich, Inderjit S. Dhillon
Fast Multiplier Methods to Optimize Non-exhaustive, Overlapping Clustering. CoRR (2016)
Joyce Jiyoung Whang, David F. Gleich, Inderjit S. Dhillon
Overlapping Community Detection Using Neighborhood-Inflated Seed Expansion. CoRR (2015)
Joyce Jiyoung Whang, Inderjit S. Dhillon, David F. Gleich
-means. SDM (2015)
Joyce Jiyoung Whang, Andrew Lenharth, Inderjit S. Dhillon, Keshav Pingali
Scalable Data-Driven PageRank: Algorithms, System Issues, and Lessons Learned. Euro-Par (2015)
Yangyang Hou, Joyce Jiyoung Whang, David F. Gleich, Inderjit S. Dhillon
Non-exhaustive, Overlapping Clustering via Low-Rank Semidefinite Programming. KDD (2015)
Joyce Jiyoung Whang, David F. Gleich, Inderjit S. Dhillon
Overlapping community detection using seed set expansion. CIKM (2013)
Joyce Jiyoung Whang, Piyush Rai, Inderjit S. Dhillon
Stochastic Blockmodel with Cluster Overlap, Relevance Selection, and Similarity-Based Smoothing. ICDM (2013)
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)
Kai-Yang Chiang, Joyce Jiyoung Whang, Inderjit S. Dhillon
Scalable clustering of signed networks using balance normalized cut. CIKM (2012)
Joyce Jiyoung Whang, Xin Sui, Inderjit S. Dhillon
Scalable and Memory-Efficient Clustering of Large-Scale Social Networks. ICDM (2012)
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) (2010)
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)
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) (2009)