VideoGraph: a new tool for video mining and classification. - Jia-Yu Pan; Christos Faloutsos (JCDL, 2001)

"GeoPlot": spatial data mining on video libraries. - Jia-Yu Pan; Christos Faloutsos (CIKM, 2002)

FastCARS: fast, correlation-aware sampling for network data mining. - Jia-Yu Pan; Srinivasan Seshan; Christos Faloutsos (GLOBECOM, 2002)

VideoCube: A Novel Tool for Video Mining and Classification. - Jia-Yu Pan; Christos Faloutsos (ICADL, 2002)

GCap: Graph-Based Automatic Image Captioning. - Jia-Yu Pan; Hyung-Jeong Yang; Christos Faloutsos; Pinar Duygulu (MDDE, 2004)

Segmenting Motion Capture Data into Distinct Behaviors. - Jernej Barbic; Alla Safonova; Jia-Yu Pan; Christos Faloutsos; Jessica K. Hodgins; Nancy S. Pollard (Graphics Interface, 2004)

MMSS: Multi-Modal Story-Oriented Video Summarization. - Jia-Yu Pan; Hyung-Jeong Yang; Christos Faloutsos (ICDM, 2004)

Automatic image captioning. - Jia-Yu Pan; Hyung-Jeong Yang; Pinar Duygulu; Christos Faloutsos (ICME, 2004)

Automatic multimedia cross-modal correlation discovery. - Jia-Yu Pan; Hyung-Jeong Yang; Christos Faloutsos; Pinar Duygulu (KDD, 2004)

Towards auto-documentary: tracking the evolution of news stories. - Pinar Duygulu; Jia-Yu Pan; David A. Forsyth (ACM Multimedia, 2004)

AutoSplit: Fast and Scalable Discovery of Hidden Variables in Stream and Multimedia Databases. - Jia-Yu Pan; Hiroyuki Kitagawa; Christos Faloutsos; Masafumi Hamamoto (PAKDD, 2004)

ViVo: Visual Vocabulary Construction for Mining Biomedical Images. - Arnab Bhattacharya 001; Vebjorn Ljosa; Jia-Yu Pan; Mark R. Verardo; Hyung-Jeong Yang; Christos Faloutsos; Ambuj K. Singh (ICDM, 2005)

A Comparative Study of Feature Vector-Based Topic Detection Schemes A Comparative Study of Feature Vector-Based Topic Detection Schemes. - Masafumi Hamamoto; Hiroyuki Kitagawa; Jia-Yu Pan; Christos Faloutsos (WIRI, 2005)

Fast Random Walk with Restart and Its Applications. - Hanghang Tong; Christos Faloutsos; Jia-Yu Pan (ICDM, 2006)

Robust information-theoretic clustering. - Christian Böhm 001; Christos Faloutsos; Jia-Yu Pan; Claudia Plant (KDD, 2006)

Automatic mining of fruit fly embryo images. - Jia-Yu Pan; André G. R. Balan; Eric P. Xing; Agma J. M. Traina; Christos Faloutsos (KDD, 2006)

RIC: Parameter-free noise-robust clustering. - Christian Böhm 001; Christos Faloutsos; Jia-Yu Pan; Claudia Plant (ACM Trans. Knowl. Discov. Data, 2007)

Random walk with restart: fast solutions and applications. - Hanghang Tong; Christos Faloutsos; Jia-Yu Pan (Knowl. Inf. Syst., 2008)

A Multiple-Instance Learning Based Approach to Multimodal Data Mining. - Zhongfei Zhang; Zhen Guo; Jia-Yu Pan (Int. J. Digit. Libr. Syst., 2010)

Tenth international workshop on multimedia data mining. - Valery A. Petrushin; Jia-Yu Pan; Cees G. M. Snoek (SIGKDD Explor., 2010)

TSum: fast, principled table summarization. - Jieying Chen; Jia-Yu Pan; Christos Faloutsos; Spiros Papadimitriou (AdKDD@KDD, 2013)

Large Graph Analysis in the GMine System. - José Fernando Rodrigues Jr.; Hanghang Tong; Jia-Yu Pan; Agma J. M. Traina; Caetano Traina Jr.; Christos Faloutsos (IEEE Trans. Knowl. Data Eng., 2013)

Editorial of the special issue on cross-media analysis. - Zhongfei Zhang; Yueting Zhuang; Ramesh C. Jain; Jia-Yu Pan (Int. J. Multim. Inf. Retr., 2014)

Disruptive Innovation: Large Scale Multimedia Data Mining. - Aaron K. Baughman; Jia-Yu Pan; Jiang John Gao; Valery A. Petrushin (Multimedia Data Mining and Analytics, 2015)

Scalable community discovery from multi-faceted graphs. - Ahmed Metwally 001; Jia-Yu Pan; Minh Doan; Christos Faloutsos (IEEE BigData, 2015)

Learning Complex Rare Categories with Dual Heterogeneity. - Pei Yang 001; Jingrui He; Jia-Yu Pan (SDM, 2015)

Searching toward pareto-optimal device-aware neural architectures. - An-Chieh Cheng; Jin-Dong Dong; Chi-Hung Hsu; Shu-Huan Chang; Min Sun 001; Shih-Chieh Chang; Jia-Yu Pan; Yu-Ting Chen 002; Wei Wei 019; Da-Cheng Juan (ICCAD, 2018)

MONAS: Multi-Objective Neural Architecture Search using Reinforcement Learning. - Chi-Hung Hsu; Shu-Huan Chang; Da-Cheng Juan; Jia-Yu Pan; Yu-Ting Chen 002; Wei Wei 019; Shih-Chieh Chang (CoRR, 2018)

Improving Adversarial Robustness via Guided Complement Entropy. - Hao-Yun Chen; Jhao-Hong Liang; Shih-Chieh Chang; Jia-Yu Pan; Yu-Ting Chen 002; Wei Wei 019; Da-Cheng Juan (ICCV, 2019)

Complement Objective Training. - Hao-Yun Chen; Pei-Hsin Wang; Chun-Hao Liu; Shih-Chieh Chang; Jia-Yu Pan; Yu-Ting Chen 002; Wei Wei 019; Da-Cheng Juan (ICLR (Poster), 2019)

MULEA'19: The First International Workshop on Multimodal Understanding and Learning for Embodied Applications. - Jiang John Gao; Jia-Yu Tim Pan (ACM Multimedia, 2019)

Hierarchical LSTM: Modeling Temporal Dynamics and Taxonomy in Location-Based Mobile Check-Ins. - Chun-Hao Liu; Da-Cheng Juan; Xuan-An Tseng; Wei Wei 019; Yu-Ting Chen 002; Jia-Yu Pan; Shih-Chieh Chang (PAKDD (2), 2019)

Learning with Hierarchical Complement Objective. - Hao-Yun Chen; Li-Huang Tsai; Shih-Chieh Chang; Jia-Yu Pan; Yu-Ting Chen 002; Wei Wei 019; Da-Cheng Juan (CoRR, 2019)

User-oriented Generation of Contextual Visualization Sequences. - Yu-Rong Cao; Jia-Yu Pan; Wen-Chieh Lin (CHI Extended Abstracts, 2020)

Remix: Rebalanced Mixup. - Hsin-Ping Chou; Shih-Chieh Chang; Jia-Yu Pan; Wei Wei 019; Da-Cheng Juan (ECCV Workshops (6), 2020)

AirConcierge: Generating Task-Oriented Dialogue via Efficient Large-Scale Knowledge Retrieval. - Chieh-Yang Chen; Pei-Hsin Wang; Shih-Chieh Chang; Da-Cheng Juan; Wei Wei 019; Jia-Yu Pan (EMNLP (Findings), 2020)

Calibrated BatchNorm: Improving Robustness Against Noisy Weights in Neural Networks. - Li-Huang Tsai; Shih-Chieh Chang; Yu-Ting Chen 002; Jia-Yu Pan; Wei Wei 019; Da-Cheng Juan (CoRR, 2020)

Contextual Temperature for Language Modeling. - Pei-Hsin Wang; Sheng-Iou Hsieh; Shih-Chieh Chang; Yu-Ting Chen 002; Jia-Yu Pan; Wei Wei 019; Da-Chang Juan (CoRR, 2020)

VisGuide: User-Oriented Recommendations for Data Event Extraction. - Yu-Rong Cao; Xiao-Han Li; Jia-Yu Pan; Wen-Chieh Lin (CHI, 2022)

Interactive Visual Exploration of Knowledge Graphs with Embedding-based Guidance. - Chao-Wen Hsuan Yuan; Tzu-Wei Yu; Jia-Yu Pan; Wen-Chieh Lin (CHI Extended Abstracts, 2023)

VisCollage: Annotative Collages for Organizing Data Event Charts. - Xiao-Han Li; Yi-Ting Hung; Jia-Yu Pan; Wen-Chieh Lin (PacificVis, 2024)

KGScope: Interactive Visual Exploration of Knowledge Graphs With Embedding-Based Guidance. - Chao-Wen Hsuan Yuan; Tzu-Wei Yu; Jia-Yu Pan; Wen-Chieh Lin (IEEE Trans. Vis. Comput. Graph., 2024)