Joyce Jiyoung Whang

55 papers A* 13A 6Journal 26Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
AssurAI: Experience with Constructing Korean Socio-cultural Datasets to Discover Potential Risks of Generative AI.
CoRR
Chae-Gyun Lim, Seung-Ho Han, Eunyoung Byun, Jeongyun Han, Soohyun Cho, Eojin Joo, Heehyeon Kim, Sieun Kim, Juhoon Lee, Hyunsoo Lee, Dongkun Lee, Jonghwan Hyeon, Yechan Hwang, Young-Jun Lee, Kyeongryul Lee, Minhyeong An, Hyunjun Ahn, Jeongwoo Son, Junho Park, Donggyu Yoon, TaeHyung Kim, Jeemin Kim, Dasom Choi, Kwangyoung Lee, Hyunseung Lim, Yeohyun Jung, Jongok Hong, Sooyohn Nam, Joonyoung Park, Sungmin Na, Yubin Choi, Jeanne Choi, Yoojin Hong, Sueun Jang, Youngseok Seo, Somin Park, Seoungung Jo, Wonhye Chae, Yeeun Jo, Eunyoung Kim, Joyce Jiyoung Whang, Hwajung Hong, Joseph Seering, Uichin Lee, Juho Kim, Sunna Choi, Seokyeon Ko, Taeho Kim, Kyunghoon Kim, Myungsik Ha, So Jung Lee, Jemin Hwang, JoonHo Kwak, Ho-Jin Choi
2025 — conf
Beneath the Facade: Probing Safety Vulnerabilities in LLMs via Auto-Generated Jailbreak Prompts.
EMNLP (Findings)
Heehyeon Kim, Kyeongryul Lee, Joyce Jiyoung Whang
2025 J jnl
SAIF: A Comprehensive Framework for Evaluating the Risks of Generative AI in the Public Sector.
CoRR
Kyeongryul Lee, Heehyeon Kim, Joyce Jiyoung Whang
2025 A* conf
Stability and Generalization Capability of Subgraph Reasoning Models for Inductive Knowledge Graph Completion.
ICML
Minsung Hwang, Jaejun Lee, Joyce Jiyoung Whang
2025 A* conf
Structure Is All You Need: Structural Representation Learning on Hyper-Relational Knowledge Graphs.
ICML
Jaejun Lee, Joyce Jiyoung Whang
2025 J jnl
Unifying Inductive, Cross-Domain, and Multimodal Learning for Robust and Generalizable Recommendation.
CoRR
Chanyoung Chung, Kyeongryul Lee, Sunbin Park, Joyce Jiyoung Whang
2025 A* conf
Unveiling the Threat of Fraud Gangs to Graph Neural Networks: Multi-Target Graph Injection Attacks Against GNN-Based Fraud Detectors.
AAAI
Jinhyeok Choi, Heehyeon Kim, Joyce Jiyoung Whang
2024 A* conf
PAC-Bayesian Generalization Bounds for Knowledge Graph Representation Learning.
ICML
Jaejun Lee, Minsung Hwang, Joyce Jiyoung Whang
2024 J jnl
PAC-Bayesian Generalization Bounds for Knowledge Graph Representation Learning.
CoRR
Jaejun Lee, Minsung Hwang, Joyce Jiyoung Whang
2024 — conf
SpoT-Mamba: Learning Long-Range Dependency on Spatio-Temporal Graphs with Selective State Spaces.
STRL@IJCAI
Jinhyeok Choi, Heehyeon Kim, Minhyeong An, Joyce Jiyoung Whang
2024 J jnl
SpoT-Mamba: Learning Long-Range Dependency on Spatio-Temporal Graphs with Selective State Spaces.
CoRR
Jinhyeok Choi, Heehyeon Kim, Minhyeong An, Joyce Jiyoung Whang
2024 J jnl
Unveiling the Threat of Fraud Gangs to Graph Neural Networks: Multi-Target Graph Injection Attacks against GNN-Based Fraud Detectors.
CoRR
Jinhyeok Choi, Heehyeon Kim, Joyce Jiyoung Whang
2024 — conf
Why So Gullible? Enhancing the Robustness of Retrieval-Augmented Models against Counterfactual Noise.
NAACL-HLT (Findings)
Giwon Hong, Jeonghwan Kim, Junmo Kang, Sung-Hyon Myaeng, Joyce Jiyoung Whang
2023 J jnl
Discern and Answer: Mitigating the Impact of Misinformation in Retrieval-Augmented Models with Discriminators.
CoRR
Giwon Hong, Jeonghwan Kim, Junmo Kang, Sung-Hyon Myaeng, Joyce Jiyoung Whang
2023 — conf
Dynamic Relation-Attentive Graph Neural Networks for Fraud Detection.
ICDM (Workshops)
Heehyeon Kim, Jinhyeok Choi, Joyce Jiyoung Whang
2023 J jnl
Dynamic Relation-Attentive Graph Neural Networks for Fraud Detection.
CoRR
Heehyeon Kim, Jinhyeok Choi, Joyce Jiyoung Whang
2023 — conf
FinePrompt: Unveiling the Role of Finetuned Inductive Bias on Compositional Reasoning in GPT-4.
EMNLP (Findings)
Jeonghwan Kim, Giwon Hong, Sung-Hyon Myaeng, Joyce Jiyoung Whang
2023 A* conf
InGram: Inductive Knowledge Graph Embedding via Relation Graphs.
ICML
Jaejun Lee, Chanyoung Chung, Joyce Jiyoung Whang
2023 J jnl
InGram: Inductive Knowledge Graph Embedding via Relation Graphs.
CoRR
Jaejun Lee, Chanyoung Chung, Joyce Jiyoung Whang
2023 J jnl
Learning Representations of Bi-Level Knowledge Graphs for Reasoning beyond Link Prediction.
CoRR
Chanyoung Chung, Joyce Jiyoung Whang
2023 A* conf
Learning Representations of Bi-level Knowledge Graphs for Reasoning beyond Link Prediction.
AAAI
Chanyoung Chung, Joyce Jiyoung Whang
2023 A* conf
Representation Learning on Hyper-Relational and Numeric Knowledge Graphs with Transformers.
KDD
Chanyoung Chung, Jaejun Lee, Joyce Jiyoung Whang
2023 J jnl
Representation Learning on Hyper-Relational and Numeric Knowledge Graphs with Transformers.
CoRR
Chanyoung Chung, Jaejun Lee, Joyce Jiyoung Whang
2023 — conf
VISTA: Visual-Textual Knowledge Graph Representation Learning.
EMNLP (Findings)
Jaejun Lee, Chanyoung Chung, Hochang Lee, Sungho Jo, Joyce Jiyoung Whang
2022 A* conf
HiddenCPG: Large-Scale Vulnerable Clone Detection Using Subgraph Isomorphism of Code Property Graphs.
WWW
Seongil Wi, Sijae Woo, Joyce Jiyoung Whang, Sooel Son
2022 J jnl
Semantic Grasping Via a Knowledge Graph of Robotic Manipulation: A Graph Representation Learning Approach.
IEEE Robotics Autom. Lett.
Ji Ho Kwak, Jaejun Lee, Joyce Jiyoung Whang, Sungho Jo
2021 J jnl
Improving Test Distance for Failure Clustering with Hypergraph Modelling.
CoRR
Gabin An, Juyeon Yoon, Joyce Jiyoung Whang, Shin Yoo
2021 A* conf
Knowledge Graph Embedding via Metagraph Learning.
SIGIR
Chanyoung Chung, Joyce Jiyoung Whang
2021 J jnl
Sentiment-based sub-event segmentation and key photo selection.
J. Vis. Commun. Image Represent.
Junghyun Bum, Joyce Jiyoung Whang, Hyunseung Choo
2020 J jnl
MEGA: Multi-View Semi-Supervised Clustering of Hypergraphs.
Proc. VLDB Endow.
Joyce Jiyoung Whang, Rundong Du, Sangwon Jung, Geon Lee, Barry L. Drake, Qingqing Liu, Seonggoo Kang, Haesun Park
2020 J jnl
Non-Exhaustive, Overlapping Co-Clustering: An Extended Analysis.
CoRR
Joyce Jiyoung Whang, Inderjit S. Dhillon
2020 — conf
Scalable Anti-TrustRank with Qualified Site-level Seeds for Link-based Web Spam Detection.
WWW (Companion Volume)
Joyce Jiyoung Whang, Yeonsung Jung, Seonggoo Kang, Dongho Yoo, Inderjit S. Dhillon
2020 J jnl
SmartGrip: grip sensing system for commodity mobile devices through sound signals.
Pers. Ubiquitous Comput.
Namhyun Kim, Junseong Lee, Joyce Jiyoung Whang, Jinkyu Lee
2020 J jnl
Sparse probabilistic K-means.
Appl. Math. Comput.
Yoon Mo Jung, Joyce Jiyoung Whang, Sangwoon Yun
2019 J jnl
Design and Feasibility Study: Customized Virtual Buttons for Electronic Mobile Devices.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci.
Seungtaek Song, Namhyun Kim, Sungkil Lee, Joyce Jiyoung Whang, Jinkyu Lee
2019 A* conf
Hyperlink Classification via Structured Graph Embedding.
SIGIR
Geon Lee, Seonggoo Kang, Joyce Jiyoung Whang
2019 J jnl
Non-Exhaustive, Overlapping Clustering.
IEEE Trans. Pattern Anal. Mach. Intell.
Joyce Jiyoung Whang, Yangyang Hou, David F. Gleich, Inderjit S. Dhillon
2018 J jnl
Localized Ranking in Social and Information Networks.
IEICE Trans. Inf. Syst.
Joyce Jiyoung Whang, Yunseob Shin
2017 A conf
An Empirical Study of Community Overlap: Ground-truth, Algorithmic Solutions, and Implications.
CIKM
Joyce Jiyoung Whang
2017 A conf
Non-Exhaustive, Overlapping Co-Clustering.
CIKM
Joyce Jiyoung Whang, Inderjit S. Dhillon
2016 A conf
Fast Multiplier Methods to Optimize Non-exhaustive, Overlapping Clustering.
SDM
Yangyang Hou, Joyce Jiyoung Whang, David F. Gleich, Inderjit S. Dhillon
2016 J jnl
Fast Multiplier Methods to Optimize Non-exhaustive, Overlapping Clustering.
CoRR
Yangyang Hou, Joyce Jiyoung Whang, David F. Gleich, Inderjit S. Dhillon
2016 J jnl
Overlapping Community Detection Using Neighborhood-Inflated Seed Expansion.
IEEE Trans. Knowl. Data Eng.
Joyce Jiyoung Whang, David F. Gleich, Inderjit S. Dhillon
2015 A conf
Non-exhaustive, Overlapping
SDM
Joyce Jiyoung Whang, Inderjit S. Dhillon, David F. Gleich
2015 A* conf
Non-exhaustive, Overlapping Clustering via Low-Rank Semidefinite Programming.
KDD
Yangyang Hou, Joyce Jiyoung Whang, David F. Gleich, Inderjit S. Dhillon
2015 J jnl
Overlapping Community Detection Using Neighborhood-Inflated Seed Expansion.
CoRR
Joyce Jiyoung Whang, David F. Gleich, Inderjit S. Dhillon
2015 — conf
Scalable Data-Driven PageRank: Algorithms, System Issues, and Lessons Learned.
Euro-Par
Joyce Jiyoung Whang, Andrew Lenharth, Inderjit S. Dhillon, Keshav Pingali
2013 A conf
Overlapping community detection using seed set expansion.
CIKM
Joyce Jiyoung Whang, David F. Gleich, Inderjit S. Dhillon
2013 A* conf
Stochastic Blockmodel with Cluster Overlap, Relevance Selection, and Similarity-Based Smoothing.
ICDM
Joyce Jiyoung Whang, Piyush Rai, Inderjit S. Dhillon
2012 — conf
Parallel Clustered Low-Rank Approximation of Graphs and Its Application to Link Prediction.
LCPC
Xin Sui, Tsung-Hsien Lee, Joyce Jiyoung Whang, Berkant Savas, Saral Jain, Keshav Pingali, Inderjit S. Dhillon
2012 A* conf
Scalable and Memory-Efficient Clustering of Large-Scale Social Networks.
ICDM
Joyce Jiyoung Whang, Xin Sui, Inderjit S. Dhillon
2012 A conf
Scalable clustering of signed networks using balance normalized cut.
CIKM
Kai-Yang Chiang, Joyce Jiyoung Whang, Inderjit S. Dhillon
2010 J jnl
An Interpretation of Biological Metabolites and their Reactions Based on Relation Degree of Compound Pairs in KEGG XML Files.
J. Softw.
Myungha Jang, Joyce Jiyoung Whang, Coleen S. Lewis, Hyun Seok Park
2009 — conf
A statistical analysis of relation degree of compound pair on online biological pathway databases.
ICUIMC
Myungha Jang, Arang Rhie, Joyce Jiyoung Whang, Sanduk Yang, Hyun Seok Park
2009 J jnl
Popular channel concentration schemes for efficient channel navigation in internet protocol televisions.
IEEE Trans. Consumer Electron.
Eunji Lee, Joyce Jiyoung Whang, Uran Oh, Kern Koh, Hyokyung Bahn