A statistical analysis of relation degree of compound pair on online biological pathway databases. - Myungha Jang; Arang Rhie; Joyce Jiyoung Whang; Sanduk Yang; Hyun Seok Park (ICUIMC, 2009)

Popular channel concentration schemes for efficient channel navigation in internet protocol televisions. - Eunji Lee; Joyce Jiyoung Whang; Uran Oh; Kern Koh; Hyokyung Bahn (IEEE Trans. Consumer Electron., 2009)

An Interpretation of Biological Metabolites and their Reactions Based on Relation Degree of Compound Pairs in KEGG XML Files. - Myungha Jang; Joyce Jiyoung Whang; Coleen S. Lewis; Hyun Seok Park (J. Softw., 2010)

Scalable clustering of signed networks using balance normalized cut. - Kai-Yang Chiang; Joyce Jiyoung Whang; Inderjit S. Dhillon (CIKM, 2012)

Scalable and Memory-Efficient Clustering of Large-Scale Social Networks. - Joyce Jiyoung Whang; Xin Sui; Inderjit S. Dhillon (ICDM, 2012)

Parallel Clustered Low-Rank Approximation of Graphs and Its Application to Link Prediction. - Xin Sui; Tsung-Hsien Lee; Joyce Jiyoung Whang; Berkant Savas; Saral Jain; Keshav Pingali; Inderjit S. Dhillon (LCPC, 2012)

Overlapping community detection using seed set expansion. - Joyce Jiyoung Whang; David F. Gleich; Inderjit S. Dhillon (CIKM, 2013)

Stochastic Blockmodel with Cluster Overlap, Relevance Selection, and Similarity-Based Smoothing. - Joyce Jiyoung Whang; Piyush Rai; Inderjit S. Dhillon (ICDM, 2013)

Scalable Data-Driven PageRank: Algorithms, System Issues, and Lessons Learned. - Joyce Jiyoung Whang; Andrew Lenharth; Inderjit S. Dhillon; Keshav Pingali (Euro-Par, 2015)

Non-exhaustive, Overlapping Clustering via Low-Rank Semidefinite Programming. - Yangyang Hou; Joyce Jiyoung Whang; David F. Gleich; Inderjit S. Dhillon (KDD, 2015)

Non-exhaustive, Overlapping k-means. - Joyce Jiyoung Whang; Inderjit S. Dhillon; David F. Gleich (SDM, 2015)

Fast Multiplier Methods to Optimize Non-exhaustive, Overlapping Clustering. - Yangyang Hou; Joyce Jiyoung Whang; David F. Gleich; Inderjit S. Dhillon (SDM, 2016)

Overlapping Community Detection Using Neighborhood-Inflated Seed Expansion. - Joyce Jiyoung Whang; David F. Gleich; Inderjit S. Dhillon (IEEE Trans. Knowl. Data Eng., 2016)

An Empirical Study of Community Overlap: Ground-truth, Algorithmic Solutions, and Implications. - Joyce Jiyoung Whang (CIKM, 2017)

Non-Exhaustive, Overlapping Co-Clustering. - Joyce Jiyoung Whang; Inderjit S. Dhillon (CIKM, 2017)

Localized Ranking in Social and Information Networks. - Joyce Jiyoung Whang; Yunseob Shin (IEICE Trans. Inf. Syst., 2018)

Hyperlink Classification via Structured Graph Embedding. - Geon Lee; Seonggoo Kang; Joyce Jiyoung Whang (SIGIR, 2019)

Design and Feasibility Study: Customized Virtual Buttons for Electronic Mobile Devices. - Seungtaek Song; Namhyun Kim; Sungkil Lee 002; Joyce Jiyoung Whang; Jinkyu Lee 001 (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2019)

Non-Exhaustive, Overlapping Clustering. - Joyce Jiyoung Whang; Yangyang Hou; David F. Gleich; Inderjit S. Dhillon (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

Scalable Anti-TrustRank with Qualified Site-level Seeds for Link-based Web Spam Detection. - Joyce Jiyoung Whang; Yeonsung Jung; Seonggoo Kang; Dongho Yoo; Inderjit S. Dhillon (WWW (Companion Volume), 2020)

Sparse probabilistic K-means. - Yoon Mo Jung; Joyce Jiyoung Whang; Sangwoon Yun (Appl. Math. Comput., 2020)

Non-Exhaustive, Overlapping Co-Clustering: An Extended Analysis. - Joyce Jiyoung Whang; Inderjit S. Dhillon (CoRR, 2020)

SmartGrip: grip sensing system for commodity mobile devices through sound signals. - Namhyun Kim; Junseong Lee; Joyce Jiyoung Whang; Jinkyu Lee 001 (Pers. Ubiquitous Comput., 2020)

MEGA: Multi-View Semi-Supervised Clustering of Hypergraphs. - Joyce Jiyoung Whang; Rundong Du; Sangwon Jung; Geon Lee; Barry L. Drake; Qingqing Liu; Seonggoo Kang; Haesun Park (Proc. VLDB Endow., 2020)

Knowledge Graph Embedding via Metagraph Learning. - Chanyoung Chung 001; Joyce Jiyoung Whang (SIGIR, 2021)

Improving Test Distance for Failure Clustering with Hypergraph Modelling. - Gabin An; Juyeon Yoon; Joyce Jiyoung Whang; Shin Yoo (CoRR, 2021)

Sentiment-based sub-event segmentation and key photo selection. - Junghyun Bum; Joyce Jiyoung Whang; Hyunseung Choo (J. Vis. Commun. Image Represent., 2021)

HiddenCPG: Large-Scale Vulnerable Clone Detection Using Subgraph Isomorphism of Code Property Graphs. - Seongil Wi; Sijae Woo; Joyce Jiyoung Whang; Sooel Son (WWW, 2022)

Semantic Grasping Via a Knowledge Graph of Robotic Manipulation: A Graph Representation Learning Approach. - Ji Ho Kwak; Jaejun Lee 001; Joyce Jiyoung Whang; Sungho Jo (IEEE Robotics Autom. Lett., 2022)

Learning Representations of Bi-level Knowledge Graphs for Reasoning beyond Link Prediction. - Chanyoung Chung 001; Joyce Jiyoung Whang (AAAI, 2023)

FinePrompt: Unveiling the Role of Finetuned Inductive Bias on Compositional Reasoning in GPT-4. - Jeonghwan Kim; Giwon Hong; Sung-Hyon Myaeng; Joyce Jiyoung Whang (EMNLP (Findings), 2023)

VISTA: Visual-Textual Knowledge Graph Representation Learning. - Jaejun Lee 001; Chanyoung Chung 001; Hochang Lee; Sungho Jo; Joyce Jiyoung Whang (EMNLP (Findings), 2023)

Dynamic Relation-Attentive Graph Neural Networks for Fraud Detection. - Heehyeon Kim; Jinhyeok Choi; Joyce Jiyoung Whang (ICDM (Workshops), 2023)

InGram: Inductive Knowledge Graph Embedding via Relation Graphs. - Jaejun Lee 001; Chanyoung Chung 001; Joyce Jiyoung Whang (ICML, 2023)

Representation Learning on Hyper-Relational and Numeric Knowledge Graphs with Transformers. - Chanyoung Chung 001; Jaejun Lee 001; Joyce Jiyoung Whang (KDD, 2023)

Discern and Answer: Mitigating the Impact of Misinformation in Retrieval-Augmented Models with Discriminators. - Giwon Hong; Jeonghwan Kim; Junmo Kang; Sung-Hyon Myaeng; Joyce Jiyoung Whang (CoRR, 2023)

PAC-Bayesian Generalization Bounds for Knowledge Graph Representation Learning. - Jaejun Lee 001; Minsung Hwang; Joyce Jiyoung Whang (ICML, 2024)

Why So Gullible? Enhancing the Robustness of Retrieval-Augmented Models against Counterfactual Noise. - Giwon Hong; Jeonghwan Kim; Junmo Kang; Sung-Hyon Myaeng; Joyce Jiyoung Whang (NAACL-HLT (Findings), 2024)

SpoT-Mamba: Learning Long-Range Dependency on Spatio-Temporal Graphs with Selective State Spaces. - Jinhyeok Choi; Heehyeon Kim; Minhyeong An; Joyce Jiyoung Whang (STRL@IJCAI, 2024)

Unveiling the Threat of Fraud Gangs to Graph Neural Networks: Multi-Target Graph Injection Attacks Against GNN-Based Fraud Detectors. - Jinhyeok Choi; Heehyeon Kim; Joyce Jiyoung Whang (AAAI, 2025)

SAIF: A Comprehensive Framework for Evaluating the Risks of Generative AI in the Public Sector. - Kyeongryul Lee; Heehyeon Kim; Joyce Jiyoung Whang (CoRR, 2025)