Joyce Jiyoung Whang

Orcid: 0000-0002-4773-3194

According to our database1, Joyce Jiyoung Whang authored at least 39 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Links

On csauthors.net:

Bibliography

2024
SpoT-Mamba: Learning Long-Range Dependency on Spatio-Temporal Graphs with Selective State Spaces.
CoRR, 2024

Why So Gullible? Enhancing the Robustness of Retrieval-Augmented Models against Counterfactual Noise.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

PAC-Bayesian Generalization Bounds for Knowledge Graph Representation Learning.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023
Discern and Answer: Mitigating the Impact of Misinformation in Retrieval-Augmented Models with Discriminators.
CoRR, 2023

Representation Learning on Hyper-Relational and Numeric Knowledge Graphs with Transformers.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

InGram: Inductive Knowledge Graph Embedding via Relation Graphs.
Proceedings of the International Conference on Machine Learning, 2023

Dynamic Relation-Attentive Graph Neural Networks for Fraud Detection.
Proceedings of the IEEE International Conference on Data Mining, 2023

VISTA: Visual-Textual Knowledge Graph Representation Learning.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

FinePrompt: Unveiling the Role of Finetuned Inductive Bias on Compositional Reasoning in GPT-4.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Learning Representations of Bi-level Knowledge Graphs for Reasoning beyond Link Prediction.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Semantic Grasping Via a Knowledge Graph of Robotic Manipulation: A Graph Representation Learning Approach.
IEEE Robotics Autom. Lett., 2022

HiddenCPG: Large-Scale Vulnerable Clone Detection Using Subgraph Isomorphism of Code Property Graphs.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

2021
Sentiment-based sub-event segmentation and key photo selection.
J. Vis. Commun. Image Represent., 2021

Improving Test Distance for Failure Clustering with Hypergraph Modelling.
CoRR, 2021

Knowledge Graph Embedding via Metagraph Learning.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

2020
MEGA: Multi-View Semi-Supervised Clustering of Hypergraphs.
Proc. VLDB Endow., 2020

SmartGrip: grip sensing system for commodity mobile devices through sound signals.
Pers. Ubiquitous Comput., 2020

Non-Exhaustive, Overlapping Co-Clustering: An Extended Analysis.
CoRR, 2020

Sparse probabilistic K-means.
Appl. Math. Comput., 2020

Scalable Anti-TrustRank with Qualified Site-level Seeds for Link-based Web Spam Detection.
Proceedings of the Companion of The 2020 Web Conference 2020, 2020

2019
Non-Exhaustive, Overlapping Clustering.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Design and Feasibility Study: Customized Virtual Buttons for Electronic Mobile Devices.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2019

Hyperlink Classification via Structured Graph Embedding.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

2018
Localized Ranking in Social and Information Networks.
IEICE Trans. Inf. Syst., 2018

2017
Non-Exhaustive, Overlapping Co-Clustering.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

An Empirical Study of Community Overlap: Ground-truth, Algorithmic Solutions, and Implications.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016
Overlapping Community Detection Using Neighborhood-Inflated Seed Expansion.
IEEE Trans. Knowl. Data Eng., 2016

Fast Multiplier Methods to Optimize Non-exhaustive, Overlapping Clustering.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

2015
Non-exhaustive, Overlapping <i>k</i>-means.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Non-exhaustive, Overlapping Clustering via Low-Rank Semidefinite Programming.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Scalable Data-Driven PageRank: Algorithms, System Issues, and Lessons Learned.
Proceedings of the Euro-Par 2015: Parallel Processing, 2015

2013
Stochastic Blockmodel with Cluster Overlap, Relevance Selection, and Similarity-Based Smoothing.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Overlapping community detection using seed set expansion.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012
Parallel Clustered Low-Rank Approximation of Graphs and Its Application to Link Prediction.
Proceedings of the Languages and Compilers for Parallel Computing, 2012

Scalable and Memory-Efficient Clustering of Large-Scale Social Networks.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Scalable clustering of signed networks using balance normalized cut.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2010
An Interpretation of Biological Metabolites and their Reactions Based on Relation Degree of Compound Pairs in KEGG XML Files.
J. Softw., 2010

2009
Popular channel concentration schemes for efficient channel navigation in internet protocol televisions.
IEEE Trans. Consumer Electron., 2009

A statistical analysis of relation degree of compound pair on online biological pathway databases.
Proceedings of the 3rd International Conference on Ubiquitous Information Management and Communication, 2009


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