Jia-Yu Pan

49 papers A* 9A 4B 4Journal 16Unranked 13
YearRankTypeTitle / Venue / Authors
2024 J jnl
KGScope: Interactive Visual Exploration of Knowledge Graphs With Embedding-Based Guidance.
IEEE Trans. Vis. Comput. Graph.
Chao-Wen Hsuan Yuan, Tzu-Wei Yu, Jia-Yu Pan, Wen-Chieh Lin
2024 B conf
VisCollage: Annotative Collages for Organizing Data Event Charts.
PacificVis
Xiao-Han Li, Yi-Ting Hung, Jia-Yu Pan, Wen-Chieh Lin
2023 — conf
Interactive Visual Exploration of Knowledge Graphs with Embedding-based Guidance.
CHI Extended Abstracts
Chao-Wen Hsuan Yuan, Tzu-Wei Yu, Jia-Yu Pan, Wen-Chieh Lin
2022 A* conf
VisGuide: User-Oriented Recommendations for Data Event Extraction.
CHI
Yu-Rong Cao, Xiao-Han Li, Jia-Yu Pan, Wen-Chieh Lin
2020 — conf
AirConcierge: Generating Task-Oriented Dialogue via Efficient Large-Scale Knowledge Retrieval.
EMNLP (Findings)
Chieh-Yang Chen, Pei-Hsin Wang, Shih-Chieh Chang, Da-Cheng Juan, Wei Wei, Jia-Yu Pan
2020 J jnl
Calibrated BatchNorm: Improving Robustness Against Noisy Weights in Neural Networks.
CoRR
Li-Huang Tsai, Shih-Chieh Chang, Yu-Ting Chen, Jia-Yu Pan, Wei Wei, Da-Cheng Juan
2020 J jnl
Contextual Temperature for Language Modeling.
CoRR
Pei-Hsin Wang, Sheng-Iou Hsieh, Shih-Chieh Chang, Yu-Ting Chen, Jia-Yu Pan, Wei Wei, Da-Chang Juan
2020 — conf
Remix: Rebalanced Mixup.
ECCV Workshops (6)
Hsin-Ping Chou, Shih-Chieh Chang, Jia-Yu Pan, Wei Wei, Da-Cheng Juan
2020 J jnl
Remix: Rebalanced Mixup.
CoRR
Hsin-Ping Chou, Shih-Chieh Chang, Jia-Yu Pan, Wei Wei, Da-Cheng Juan
2020 — conf
User-oriented Generation of Contextual Visualization Sequences.
CHI Extended Abstracts
Yu-Rong Cao, Jia-Yu Pan, Wen-Chieh Lin
2019 — conf
Complement Objective Training.
ICLR (Poster)
Hao-Yun Chen, Pei-Hsin Wang, Chun-Hao Liu, Shih-Chieh Chang, Jia-Yu Pan, Yu-Ting Chen, Wei Wei, Da-Cheng Juan
2019 J jnl
Complement Objective Training.
CoRR
Hao-Yun Chen, Pei-Hsin Wang, Chun-Hao Liu, Shih-Chieh Chang, Jia-Yu Pan, Yu-Ting Chen, Wei Wei, Da-Cheng Juan
2019 — conf
Hierarchical LSTM: Modeling Temporal Dynamics and Taxonomy in Location-Based Mobile Check-Ins.
PAKDD (2)
Chun-Hao Liu, Da-Cheng Juan, Xuan-An Tseng, Wei Wei, Yu-Ting Chen, Jia-Yu Pan, Shih-Chieh Chang
2019 A* conf
Improving Adversarial Robustness via Guided Complement Entropy.
ICCV
Hao-Yun Chen, Jhao-Hong Liang, Shih-Chieh Chang, Jia-Yu Pan, Yu-Ting Chen, Wei Wei, Da-Cheng Juan
2019 J jnl
Improving Adversarial Robustness via Guided Complement Entropy.
CoRR
Hao-Yun Chen, Jhao-Hong Liang, Shih-Chieh Chang, Jia-Yu Pan, Yu-Ting Chen, Wei Wei, Da-Cheng Juan
2019 J jnl
Learning with Hierarchical Complement Objective.
CoRR
Hao-Yun Chen, Li-Huang Tsai, Shih-Chieh Chang, Jia-Yu Pan, Yu-Ting Chen, Wei Wei, Da-Cheng Juan
2018 J jnl
MONAS: Multi-Objective Neural Architecture Search using Reinforcement Learning.
CoRR
Chi-Hung Hsu, Shu-Huan Chang, Da-Cheng Juan, Jia-Yu Pan, Yu-Ting Chen, Wei Wei, Shih-Chieh Chang
2018 J jnl
Searching Toward Pareto-Optimal Device-Aware Neural Architectures.
CoRR
An-Chieh Cheng, Jin-Dong Dong, Chi-Hung Hsu, Shu-Huan Chang, Min Sun, Shih-Chieh Chang, Jia-Yu Pan, Yu-Ting Chen, Wei Wei, Da-Cheng Juan
2018 A conf
Searching toward pareto-optimal device-aware neural architectures.
ICCAD
An-Chieh Cheng, Jin-Dong Dong, Chi-Hung Hsu, Shu-Huan Chang, Min Sun, Shih-Chieh Chang, Jia-Yu Pan, Yu-Ting Chen, Wei Wei, Da-Cheng Juan
2015 — ch.
Disruptive Innovation: Large Scale Multimedia Data Mining.
Multimedia Data Mining and Analytics
Aaron K. Baughman, Jia-Yu Pan, Jiang John Gao, Valery A. Petrushin
2015 J jnl
Large Graph Analysis in the GMine System.
CoRR
José Fernando Rodrigues Jr., Hanghang Tong, Jia-Yu Pan, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos
2015 A conf
Learning Complex Rare Categories with Dual Heterogeneity.
SDM
Pei Yang, Jingrui He, Jia-Yu Pan
2015 — ed.
Multimedia Data Mining and Analytics - Disruptive Innovation
Aaron K. Baughman, Jiang John Gao, Jia-Yu Pan, Valery A. Petrushin
2015 — conf
Scalable community discovery from multi-faceted graphs.
IEEE BigData
Ahmed Metwally, Jia-Yu Pan, Minh Doan, Christos Faloutsos
2014 J jnl
Editorial of the special issue on cross-media analysis.
Int. J. Multim. Inf. Retr.
Zhongfei Zhang, Yueting Zhuang, Ramesh C. Jain, Jia-Yu Pan
2013 J jnl
Large Graph Analysis in the GMine System.
IEEE Trans. Knowl. Data Eng.
José Fernando Rodrigues Jr., Hanghang Tong, Jia-Yu Pan, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos
2013 — ed.
Proceedings of the Thirteenth International Workshop on Multimedia Data Mining, MDMKDD 2013, Chicago, Illinois, USA, August 11, 2013
MDM/KDD
Aaron K. Baughman, Jia-Yu Pan, Jiang John Gao, Yu-Ru Lin, Vincent Oria
2013 — conf
TSum: fast, principled table summarization.
AdKDD@KDD
Jieying Chen, Jia-Yu Pan, Christos Faloutsos, Spiros Papadimitriou
2010 J jnl
A Multiple-Instance Learning Based Approach to Multimodal Data Mining.
Int. J. Digit. Libr. Syst.
Zhongfei Zhang, Zhen Guo, Jia-Yu Pan
2010 J jnl
Tenth international workshop on multimedia data mining.
SIGKDD Explor.
Valery A. Petrushin, Jia-Yu Pan, Cees G. M. Snoek
2008 J jnl
Random walk with restart: fast solutions and applications.
Knowl. Inf. Syst.
Hanghang Tong, Christos Faloutsos, Jia-Yu Pan
2007 J jnl
RIC: Parameter-free noise-robust clustering.
ACM Trans. Knowl. Discov. Data
Christian Böhm, Christos Faloutsos, Jia-Yu Pan, Claudia Plant
2006 A* conf
Automatic mining of fruit fly embryo images.
KDD
Jia-Yu Pan, André G. R. Balan, Eric P. Xing, Agma J. M. Traina, Christos Faloutsos
2006 A* conf
Fast Random Walk with Restart and Its Applications.
ICDM
Hanghang Tong, Christos Faloutsos, Jia-Yu Pan
2006 A* conf
Robust information-theoretic clustering.
KDD
Christian Böhm, Christos Faloutsos, Jia-Yu Pan, Claudia Plant
2005 — conf
A Comparative Study of Feature Vector-Based Topic Detection Schemes A Comparative Study of Feature Vector-Based Topic Detection Schemes.
WIRI
Masafumi Hamamoto, Hiroyuki Kitagawa, Jia-Yu Pan, Christos Faloutsos
2005 A* conf
ViVo: Visual Vocabulary Construction for Mining Biomedical Images.
ICDM
Arnab Bhattacharya, Vebjorn Ljosa, Jia-Yu Pan, Mark R. Verardo, Hyung-Jeong Yang, Christos Faloutsos, Ambuj K. Singh
2004 B conf
AutoSplit: Fast and Scalable Discovery of Hidden Variables in Stream and Multimedia Databases.
PAKDD
Jia-Yu Pan, Hiroyuki Kitagawa, Christos Faloutsos, Masafumi Hamamoto
2004 A conf
Automatic image captioning.
ICME
Jia-Yu Pan, Hyung-Jeong Yang, Pinar Duygulu, Christos Faloutsos
2004 A* conf
Automatic multimedia cross-modal correlation discovery.
KDD
Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos, Pinar Duygulu
2004 — conf
GCap: Graph-Based Automatic Image Captioning.
MDDE
Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos, Pinar Duygulu
2004 — conf
GCap: Graph-based Automatic Image Captioning.
CVPR Workshops
Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos, Pinar Duygulu
2004 A* conf
MMSS: Multi-Modal Story-Oriented Video Summarization.
ICDM
Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos
2004 B conf
Segmenting Motion Capture Data into Distinct Behaviors.
Graphics Interface
Jernej Barbic, Alla Safonova, Jia-Yu Pan, Christos Faloutsos, Jessica K. Hodgins, Nancy S. Pollard
2004 A* conf
Towards auto-documentary: tracking the evolution of news stories.
ACM Multimedia
Pinar Duygulu, Jia-Yu Pan, David A. Forsyth
2002 A conf
"GeoPlot": spatial data mining on video libraries.
CIKM
Jia-Yu Pan, Christos Faloutsos
2002 B conf
FastCARS: fast, correlation-aware sampling for network data mining.
GLOBECOM
Jia-Yu Pan, Srinivasan Seshan, Christos Faloutsos
2002 — conf
VideoCube: A Novel Tool for Video Mining and Classification.
ICADL
Jia-Yu Pan, Christos Faloutsos
2001 — conf
VideoGraph: a new tool for video mining and classification.
JCDL
Jia-Yu Pan, Christos Faloutsos