Taesung Lee  Taesung Lee photo         

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Research Staff Member: Knowledge graph construction, artificial intelligence, natural language processing, and cyber security
Thomas J. Watson Research Center, Yorktown Heights, NY USA
  

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2019

Supervising Unsupervised Open Information Extraction Models
Arpita Roy, Youngja Park, Taesung Lee, Shimei Pan
2019 Conference on Empirical Methods in Natural Language Processing
Abstract

Deep Neural Network Hardening Framework
Edwards Benjamin J, Lee Taesung, Molloy Ian M, Su Dong
2019
Abstract   training set, hardening, data set, data processing system, data mining, computer science, artificial neural network

Deep Learning for Targeted Password Generation with Cognitive User Information Understanding
Chari Suresh N, Edwards Benjamin J, Lee Taesung, Molloy Ian M, Park Youngja
2019
Abstract   user information, password, human computer interaction, deep learning, computer science, cognitive user, artificial neural network, artificial intelligence

Adversarial Learning of Privacy Protection Layers for Image Recognition Services
Edwards Benjamin J, Huang Heqing, Lee Taesung, Molloy Ian M, Su Dong
2019
Abstract   protection layer, obfuscation, image capture, computer vision, computer science, artificial intelligence, adversarial system

Unsupervised Sentence Embedding Using Document Structure-based Context
Taesung Lee, Youngja Park
Proceedings of the European Conference on Machine Learning and Principles of Knowledge Discovery in Databases (ECMLPKDD), 2019

Protecting Cognitive Systems from Model Stealing Attacks
Lee Taesung, Molloy Ian M, Su Dong
2019
Abstract   obfuscation, computer science, cognitive systems, cognitive model, cognition, artificial intelligence

Protecting Cognitive Systems from Gradient Based Attacks through the Use of Deceiving Gradients
Lee Taesung, Molloy Ian, Tejani Farhan
2019
Abstract   merge, distributed computing, data processing system, computing systems, computer science, computation, cognitive systems, artificial neural network

Using Gradients to Detect Backdoors in Neural Networks
Lee Taesung, Molloy Ian, Carvalho Wilka, Edwards Benjamin, Zhang Jialong, Chen Bryant
2019
Abstract   pattern recognition, computer science, backdoor, artificial neural network, artificial intelligence

Defending Against Neural Network Model Stealing Attacks Using Deceptive Perturbations
Taesung Lee, Benjamin Edwards, Ian Molloy, Dong Su
2019 IEEE Security and Privacy Workshops (SPW), pp. 43-49
Abstract   replicate, limiting, labeled data, computer security, computer science, cloud computing, artificial neural network, adversary

AdvIT: Adversarial Frames Identifier Based on Temporal Consistency in Videos
Chaowei Xiao, Ruizhi Deng, Bo Li, Taesung Lee, Benjamin Edwards, Jinfeng Yi, Dawn Song, Mingyan Liu, Ian Molloy
Proceedings of the IEEE International Conference on Computer Vision, pp. 3968-3977, 2019
temporal consistency, information retrieval, identifier, computer vision, computer science, artificial intelligence, adversarial system


2018

Defending Against Machine Learning Model Stealing Attacks Using Deceptive Perturbations
Taesung Lee, Benjamin Edwards, Ian Molloy, Dong Su
arXiv preprint arXiv:1806.00054, 2018

Detecting Backdoor Attacks on Deep Neural Networks by Activation Clustering
Bryant Chen, Wilka Carvalho, Nathalie Baracaldo, Heiko Ludwig, Benjamin Edwards, Taesung Lee, Ian Molloy, Biplav Srivastava
arXiv preprint arXiv:1811.03728, 2018


2016

Linking, integrating, and translating entities via iterative graph matching
Taesung Lee, Seung-won Hwang
2016 Conference on Technologies and Applications of Artificial Intelligence (TAAI), pp. 248-255
Abstract   text recognition, supervised learning, ontology, natural language processing, matching, machine learning, graph, data modeling, computer science, artificial intelligence

Probabilistic Prototype Model for Serendipitous Property Mining
Taesung Lee, Seung-won Hwang, Zhongyuan Wang
26th International Conference on Computational Linguistics, COLING 2016, pp. 663-673
probabilistic logic, natural language processing, machine learning, computer science, artificial intelligence

Trivia quiz mining using probabilistic knowledge
Lee, Taesung and Hwang, Seung-won and Wang, Zhongyuan
Advances in Social Networks Analysis and Mining (ASONAM), 2016 IEEE/ACM International Conference on, pp. 1392--1393
Abstract


2015

Processing and Optimizing Main Memory Spatial-keyword Queries
Taesung Lee, Jin-woo Park, Sanghoon Lee, Seung-Won Hwang, Sameh Elnikety, Yuxiong He
Proc. VLDB Endow. 9(3), 132--143, VLDB Endowment, 2015


2014

Understanding Relation Temporality of Entities
Taesung Lee, Seung-won Hwang
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), pp. 848-853, 2014
Abstract   temporality, natural language processing, equivalence, computer science, artificial intelligence

Map Translation Using Geo-tagged Social Media
Sunyou Lee, Taesung Lee, Seung-won Hwang
Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, volume 2: Short Papers, pp. 59-63, 2014
Abstract   social media, recall, natural language processing, locality, computer science, artificial intelligence

Overcoming Asymmetry in Entity Graphs
Lee, Taesung and Cha, Young-rok and Hwang, Seung-won
IEEE Transactions on Knowledge and Data Engineering 26(12), 3051--3063, IEEE, 2014
Abstract


2013

Bootstrapping Entity Translation on Weakly Comparable Corpora
Taesung Lee, Seung-won Hwang
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pp. 631-640, 2013
Abstract   semantics, seed entity, parallel corpora, natural language processing, named entity, mean reciprocal rank, information retrieval, computer science, comparability, bootstrapping, artificial intelligence

Attribute extraction and scoring: A probabilistic approach
Taesung Lee, Zhongyuan Wang, Haixun Wang, Seung-won Hwang
2013 IEEE 29th International Conference on Data Engineering (ICDE), pp. 194--205


2011

Web scale taxonomy cleansing
Taesung Lee, Zhongyuan Wang, Haixun Wang, Seung-won Hwang
Proceedings of the VLDB Endowment 4(12), 2011


Year Unknown

List Intersection for Web Search: Algorithms, Cost Models, and Optimizations
Sunghwan Kim, Taesung Lee, Seung-won Hwang, Sameh Elnikety
Proceedings of the VLDB Endowment 12(1), 0