Youngja Park

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 31

Top Topics

Gaussian Process Models

Mass Spectrometry

Information Extraction

Top Venues

IBM J. Res. Dev.

EMNLP (Industry Track)

Publications

Shrayani Mondal, Rishabh Garodia, Arbaaz Qureshi, Taesung Lee, Youngja Park
Towards Generating Informative Textual Description for Neurons in Language Models. CoRR (2024)
Jatin Arora, Youngja Park
Split-NER: Named Entity Recognition via Two Question-Answering-based Classifications. CoRR (2023)
Jatin Arora, Youngja Park
Split-NER: Named Entity Recognition via Two Question-Answering-based Classifications. ACL (2) (2023)
Md Tanvirul Alam, Dipkamal Bhusal, Youngja Park, Nidhi Rastogi
Looking Beyond IoCs: Automatically Extracting Attack Patterns from External CTI. RAID (2023)
Youngja Park, Weiqiu You
A Pretrained Language Model for Cyber Threat Intelligence. EMNLP (Industry Track) (2023)
Youngja Park, Taesung Lee
Full-Stack Information Extraction System for Cybersecurity Intelligence. EMNLP (Industry Track) (2022)
Md Tanvirul Alam, Dipkamal Bhusal, Youngja Park, Nidhi Rastogi
Looking Beyond IoCs: Automatically Extracting Attack Patterns from External CTI. CoRR (2022)
Md Tanvirul Alam, Dipkamal Bhusal, Youngja Park, Nidhi Rastogi
CyNER: A Python Library for Cybersecurity Named Entity Recognition. CoRR (2022)
Kathrin Grosse, Taesung Lee, Battista Biggio, Youngja Park, Michael Backes, Ian M. Molloy
Backdoor smoothing: Demystifying backdoor attacks on deep neural networks. Comput. Secur. 120 (2022)
Christian Ryan, Sharmishtha Dutta, Youngja Park, Nidhi Rastogi
Ontology-driven Knowledge Graph for Android Malware. CoRR (2021)
Christian Ryan, Sharmishtha Dutta, Youngja Park, Nidhi Rastogi
An Ontology-driven Knowledge Graph for Android Malware. CCS (2021)
Kathrin Grosse, Taesung Lee, Youngja Park, Michael Backes, Ian M. Molloy
A new measure for overfitting and its implications for backdooring of deep learning. CoRR (2020)
Wenjie Wang, Youngja Park, Taesung Lee, Ian M. Molloy, Pengfei Tang, Li Xiong
Utilizing Multimodal Feature Consistency to Detect Adversarial Examples on Clinical Summaries. ClinicalNLP@EMNLP (2020)
Arpita Roy, Youngja Park, Taesung Lee, Shimei Pan
Supervising Unsupervised Open Information Extraction Models. EMNLP/IJCNLP (1) (2019)
Taesung Lee, Youngja Park
Unsupervised Sentence Embedding Using Document Structure-Based Context. ECML/PKDD (2) (2019)
Arpita Roy, Youngja Park, Shimei Pan
Incorporating Domain Knowledge in Learning Word Embedding. ICTAI (2019)
Youngja Park, Taewoon Kong, James R. Roede, Dean P. Jones, Kichun Lee
A biplot correlation range for group-wise metabolite selection in mass spectrometry. BioData Min. 12 (1) (2019)
Arpita Roy, Youngja Park, Shimei Pan
Predicting Malware Attributes from Cybersecurity Texts. NAACL-HLT (1) (2019)
Ankur Padia, Arpita Roy, Taneeya Satyapanich, Francis Ferraro, Shimei Pan, Youngja Park, Anupam Joshi, Tim Finin
UMBC at SemEval-2018 Task 8: Understanding Text about Malware. SemEval@NAACL-HLT (2018)
Arpita Roy, Youngja Park, Shimei Pan
Learning Domain-Specific Word Embeddings from Sparse Cybersecurity Texts. CoRR (2017)
Youngja Park, Wilfried Teiken, Josyula R. Rao, Suresh Chari
Data classification and sensitivity estimation for critical asset discovery. IBM J. Res. Dev. 60 (4) (2016)
Youngja Park, Sangwook Kim
Chung-Feller Property of Schröder Objects. Electron. J. Comb. 23 (2) (2016)
Weining Yang, Ninghui Li, Ian M. Molloy, Youngja Park, Suresh N. Chari
Comparing Password Ranking Algorithms on Real-World Password Datasets. ESORICS (1) (2016)
Shandian Zhe, Pengyuan Wang, Kuang-chih Lee, Zenglin Xu, Jian Yang, Youngja Park, Yuan Qi
Distributed Flexible Nonlinear Tensor Factorization. CoRR (2016)
Ian M. Molloy, Suresh Chari, Ulrich Finkler, Mark Wiggerman, Coen Jonker, Ted Habeck, Youngja Park, Frank Jordens, Ron van Schaik
Graph Analytics for Real-Time Scoring of Cross-Channel Transactional Fraud. Financial Cryptography (2016)
Shandian Zhe, Yuan Qi, Youngja Park, Zenglin Xu, Ian M. Molloy, Suresh Chari
DinTucker: Scaling Up Gaussian Process Models on Large Multidimensional Arrays. AAAI (2016)
Haining Chen, Omar Chowdhury, Ninghui Li, Warut Khern-am-nuai, Suresh Chari, Ian M. Molloy, Youngja Park
Tri-Modularization of Firewall Policies. SACMAT (2016)
Suresh Chari, Ted Habeck, Ian M. Molloy, Youngja Park, Josyula R. Rao, Wilfried Teiken
A platform and analytics for usage and entitlement analytics. IBM J. Res. Dev. 60 (4) (2016)
Youngja Park, SeungKyung Park
Enumeration of generalized lattice paths by string types, peaks, and ascents. Discret. Math. 339 (11) (2016)
Shandian Zhe, Zenglin Xu, Xinqi Chu, Yuan (Alan) Qi, Youngja Park
Scalable Nonparametric Multiway Data Analysis. AISTATS (2015)
Youngja Park, Ian M. Molloy, Suresh N. Chari, Zenglin Xu, Christopher S. Gates, Ninghui Li
Learning from Others: User Anomaly Detection Using Anomalous Samples from Other Users. ESORICS (2) (2015)
Youngja Park, Zijie Qi, Suresh N. Chari, Ian M. Molloy
PAKDD'12 best paper: generating balanced classifier-independent training samples from unlabeled data. Knowl. Inf. Syst. 41 (3) (2014)
Dongyeop Kang, Youngja Park, Suresh Chari
Hetero-Labeled LDA: A Partially Supervised Topic Model with Heterogeneous Labels. ECML/PKDD (1) (2014)
Christopher S. Gates, Ninghui Li, Zenglin Xu, Suresh N. Chari, Ian M. Molloy, Youngja Park
Detecting Insider Information Theft Using Features from File Access Logs. ESORICS (2) (2014)
Shandian Zhe, Yuan Qi, Youngja Park, Ian M. Molloy, Suresh Chari
DinTucker: Scaling up Gaussian process models on multidimensional arrays with billions of elements. CoRR (2013)
Suresh Chari, Ian M. Molloy, Youngja Park, Wilfried Teiken
Ensuring continuous compliance through reconciling policy with usage. SACMAT (2013)
Shuzhao Li, Youngja Park, Sai Duraisingham, Frederick H. Strobel, Nooruddin Khan, Quinlyn A. Soltow, Dean P. Jones, Bali Pulendran
Predicting Network Activity from High Throughput Metabolomics. PLoS Comput. Biol. 9 (7) (2013)
Suresh Chari, Ted Habeck, Ian M. Molloy, Youngja Park, Wilfried Teiken
A bigData platform for analytics on access control policies and logs. SACMAT (2013)
Youngja Park, Christopher S. Gates, Stephen C. Gates
Estimating Asset Sensitivity by Profiling Users. ESORICS (2013)
Min Li, Youngja Park, Rui Ma, He Yuan Huang
Business email classification using incremental subspace learning. ICPR (2012)
Youngja Park, Zijie Qi, Suresh Chari, Ian M. Molloy
Generating Balanced Classifier-Independent Training Samples from Unlabeled Data. PAKDD (1) (2012)
Ian M. Molloy, Youngja Park, Suresh Chari
Generative models for access control policies: applications to role mining over logs with attribution. SACMAT (2012)
Youngja Park, Stephen C. Gates, Wilfried Teiken, Pau-Chen Cheng
An experimental study on the measurement of data sensitivity. BADGERS@EuroSys (2011)
Anna J. Blackstock, Amita K. Manatunga, Youngja Park, Dean P. Jones, Tianwei Yu
Clustering based on periodicity in high-throughput time course data. Stat. Anal. Data Min. 4 (6) (2011)
Youngja Park, Stephen C. Gates, Wilfried Teiken, Suresh Chari
System for automatic estimation of data sensitivity with applications to access control and other applications. SACMAT (2011)
Youngja Park
Automatic Call Quality Monitoring Using Cost-Sensitive Classification. INTERSPEECH (2011)
Youngja Park, Stephen C. Gates
Towards real-time measurement of customer satisfaction using automatically generated call transcripts. CIKM (2009)
Youngja Park, Wilfried Teiken, Stephen C. Gates
Low-cost call type classification for contact center calls using partial transcripts. INTERSPEECH (2009)
Tianwei Yu, Youngja Park, Jennifer M. Johnson, Dean P. Jones
apLCMS - adaptive processing of high-resolution LC/MS data. Bioinform. 25 (15) (2009)
Hyun-Woo Cho, Seoung Bum Kim, Myong Kee Jeong, Youngja Park, Nana Gletsu Miller, Thomas R. Ziegler, Dean P. Jones
Discovery of metabolite features for the modelling and analysis of high-resolution NMR spectra. Int. J. Data Min. Bioinform. 2 (2) (2008)
Ying Li, Youngja Park
Automatically constructing blue pages for characters in instructional videos. ICME (2008)
Youngja Park, Siddharth Patwardhan, Karthik Visweswariah, Stephen C. Gates
An empirical analysis of word error rate and keyword error rate. INTERSPEECH (2008)
Roy J. Byrd, Mary S. Neff, Wilfried Teiken, Youngja Park, Keh-Shin F. Cheng, Stephen C. Gates, Karthik Visweswariah
Semi-automated logging of contact center telephone calls. CIKM (2008)
Seoung Bum Kim, Victoria C. P. Chen, Youngja Park, Thomas R. Ziegler, Dean P. Jones
Controlling the False Discovery Rate for Feature Selection in High-resolution NMR Spectra. Stat. Anal. Data Min. 1 (2) (2008)
Hyun-Woo Cho, Seoung Bum Kim, Myong Kee Jeong, Youngja Park, Thomas R. Ziegler, Dean P. Jones
Genetic algorithm-based feature selection in high-resolution NMR spectra. Expert Syst. Appl. 35 (3) (2008)
Youngja Park
Automatic call section segmentation for contact-center calls. CIKM (2007)
Youngja Park, Ying Li
Semantic Analysis for Topical Segmentation of Videos. ICSC (2007)
Youngja Park, Ying Li
Extracting Salient Keywords from Instructional Videos Using Joint Text, Audio and Visual Cues. HLT-NAACL (2006)
Ying Li, Youngja Park, Chitra Dorai
Atomic topical segments detection for instructional videos. ACM Multimedia (2006)
Chitra Dorai, Robert G. Farrell, Amy Katriel, Galina Kofman, Ying Li, Youngja Park
MAGICAL demonstration: system for automated metadata generation for instructional content. ACM Multimedia (2006)
Lev Kozakov, Youngja Park, Tong-Haing Fin, Youssef Drissi, Yurdaer N. Doganata, Thomas Cofino
Glossary extraction and utilization in the information search and delivery system for IBM Technical Support. IBM Syst. J. 43 (3) (2004)
Youngja Park
GlossOnt: A Concept-focused Ontology Building Tool. KR (2004)
Youngja Park, Roy J. Byrd, Branimir Boguraev
Automatic Glossary Extraction: Beyond Terminology Identification. COLING (2002)
Youngja Park, Roy J. Byrd
Hybrid Text Mining for Finding Abbreviations and their Definitions. EMNLP (2001)