Jia-Yu Pan

Orcid: 0009-0005-6700-908X

According to our database¹, Jia-Yu Pan authored at least 42 papers between 2001 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

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In proceedings

Article

PhD thesis

Dataset

Other

Links

On csauthors.net:

Bibliography

2024

KGScope: Interactive Visual Exploration of Knowledge Graphs With Embedding-Based Guidance.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., December, 2024

VisCollage: Annotative Collages for Organizing Data Event Charts.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE Pacific Visualization Conference, 2024

2023

Interactive Visual Exploration of Knowledge Graphs with Embedding-based Guidance.

[BibT_eX]

[DOI]

Proceedings of the Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

2022

VisGuide: User-Oriented Recommendations for Data Event Extraction.

[BibT_eX]

[DOI]

Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

2020

Contextual Temperature for Language Modeling.

[BibT_eX]

[DOI]

CoRR, 2020

Calibrated BatchNorm: Improving Robustness Against Noisy Weights in Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2020

AirConcierge: Generating Task-Oriented Dialogue via Efficient Large-Scale Knowledge Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Remix: Rebalanced Mixup.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

User-oriented Generation of Contextual Visualization Sequences.

[BibT_eX]

[DOI]

Yu-Rong Cao

Jia-Yu Pan

Wen-Chieh Lin

Proceedings of the Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems, 2020

2019

Learning with Hierarchical Complement Objective.

[BibT_eX]

[DOI]

CoRR, 2019

Hierarchical LSTM: Modeling Temporal Dynamics and Taxonomy in Location-Based Mobile Check-Ins.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

MULEA'19: The First International Workshop on Multimodal Understanding and Learning for Embodied Applications.

[BibT_eX]

[DOI]

Jiang John Gao

Jia-Yu Tim Pan

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Complement Objective Training.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Learning Representations, 2019

Improving Adversarial Robustness via Guided Complement Entropy.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

MONAS: Multi-Objective Neural Architecture Search using Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2018

Searching toward pareto-optimal device-aware neural architectures.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computer-Aided Design, 2018

2015

Learning Complex Rare Categories with Dual Heterogeneity.

[BibT_eX]

[DOI]

Pei Yang

Jingrui He

Jia-Yu Pan

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Scalable community discovery from multi-faceted graphs.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

Disruptive Innovation: Large Scale Multimedia Data Mining.

[BibT_eX]

[DOI]

Proceedings of the Multimedia Data Mining and Analytics - Disruptive Innovation, 2015

2014

Editorial of the special issue on cross-media analysis.

[BibT_eX]

[DOI]

Int. J. Multim. Inf. Retr., 2014

2013

Large Graph Analysis in the GMine System.

[BibT_eX]

[DOI]

José Fernando Rodrigues Jr.

IEEE Trans. Knowl. Data Eng., 2013

TSum: fast, principled table summarization.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Workshop on Data Mining for Online Advertising, 2013

2010

Tenth international workshop on multimedia data mining.

[BibT_eX]

[DOI]

Valery A. Petrushin

Jia-Yu Pan

Cees G. M. Snoek

SIGKDD Explor., 2010

A Multiple-Instance Learning Based Approach to Multimodal Data Mining.

[BibT_eX]

[DOI]

Zhongfei Zhang

Zhen Guo

Jia-Yu Pan

Int. J. Digit. Libr. Syst., 2010

2008

Random walk with restart: fast solutions and applications.

[BibT_eX]

[DOI]

Hanghang Tong

Christos Faloutsos

Jia-Yu Pan

Knowl. Inf. Syst., 2008

2007

RIC: Parameter-free noise-robust clustering.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2007

2006

Automatic mining of fruit fly embryo images.

[BibT_eX]

[DOI]

Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

Robust information-theoretic clustering.

[BibT_eX]

[DOI]

Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

Fast Random Walk with Restart and Its Applications.

[BibT_eX]

[DOI]

Hanghang Tong

Christos Faloutsos

Jia-Yu Pan

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

2005

A Comparative Study of Feature Vector-Based Topic Detection Schemes A Comparative Study of Feature Vector-Based Topic Detection Schemes.

[BibT_eX]

[DOI]

Proceedings of the 2005 International Workshop on Challenges in Web Information Retrieval and Integration (WIRI 2005), 2005

ViVo: Visual Vocabulary Construction for Mining Biomedical Images.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

2004

AutoSplit: Fast and Scalable Discovery of Hidden Variables in Stream and Multimedia Databases.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2004

Towards auto-documentary: tracking the evolution of news stories.

[BibT_eX]

[DOI]

Pinar Duygulu

Jia-Yu Pan

David A. Forsyth

Proceedings of the 12th ACM International Conference on Multimedia, 2004

Automatic multimedia cross-modal correlation discovery.

[BibT_eX]

[DOI]

Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004

Automatic image captioning.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

MMSS: Multi-Modal Story-Oriented Video Summarization.

[BibT_eX]

[DOI]

Jia-Yu Pan

Hyung-Jeong Yang

Christos Faloutsos

Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

Segmenting Motion Capture Data into Distinct Behaviors.

[BibT_eX]

Proceedings of the Graphics Interface 2004 Conference, 2004

GCap: Graph-Based Automatic Image Captioning.

[BibT_eX]

Proceedings of the Proceedings MDDE '04, 2004

2002

VideoCube: A Novel Tool for Video Mining and Classification.

[BibT_eX]

[DOI]

Jia-Yu Pan

Christos Faloutsos

Proceedings of the Digital Libraries: People, 2002

FastCARS: fast, correlation-aware sampling for network data mining.

[BibT_eX]

[DOI]

Jia-Yu Pan

Srinivasan Seshan

Christos Faloutsos

Proceedings of the Global Telecommunications Conference, 2002

"GeoPlot": spatial data mining on video libraries.

[BibT_eX]

[DOI]

Jia-Yu Pan

Christos Faloutsos

Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, 2002

2001

VideoGraph: a new tool for video mining and classification.

[BibT_eX]

[DOI]

Jia-Yu Pan

Christos Faloutsos

Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2001

Jia-Yu Pan

Timeline

Legend:

Links

On csauthors.net:

Bibliography

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