Taesung Lee

Orcid: 0000-0003-1015-7004

According to our database1, Taesung Lee authored at least 32 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Towards Generating Informative Textual Description for Neurons in Language Models.
CoRR, 2024


2023
A 3.0 Gb/s/pin 4<sup>th</sup> generation F-chip with Toggle 5.0 Specification for 16Tb NAND Flash Memory Multi chip Package.
Proceedings of the 2023 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits), 2023

URET: Universal Robustness Evaluation Toolkit (for Evasion).
Proceedings of the 32nd USENIX Security Symposium, 2023

Benchmarking the Effect of Poisoning Defenses on the Security and Bias of Deep Learning Models.
Proceedings of the 2023 IEEE Security and Privacy Workshops (SPW), 2023

EdgeTorrent: Real-time Temporal Graph Representations for Intrusion Detection.
Proceedings of the 26th International Symposium on Research in Attacks, 2023

Matching Pairs: Attributing Fine-Tuned Models to their Pre-Trained Large Language Models.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022
Robustness of Explanation Methods for NLP Models.
CoRR, 2022

Backdoor smoothing: Demystifying backdoor attacks on deep neural networks.
Comput. Secur., 2022

Advanced novel optical stack technologies for high SNR in CMOS Image Sensor.
Proceedings of the IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits 2022), 2022

Full-Stack Information Extraction System for Cybersecurity Intelligence.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: EMNLP 2022 - Industry Track, Abu Dhabi, UAE, December 7, 2022

2021
iTurboGraph: Scaling and Automating Incremental Graph Analytics.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Adaptive Verifiable Training Using Pairwise Class Similarity.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
A new measure for overfitting and its implications for backdooring of deep learning.
CoRR, 2020

Utilizing Multimodal Feature Consistency to Detect Adversarial Examples on Clinical Summaries.
Proceedings of the 3rd Clinical Natural Language Processing Workshop, 2020

2019
Defending Against Neural Network Model Stealing Attacks Using Deceptive Perturbations.
Proceedings of the 2019 IEEE Security and Privacy Workshops, 2019

Unsupervised Sentence Embedding Using Document Structure-Based Context.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

AdvIT: Adversarial Frames Identifier Based on Temporal Consistency in Videos.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Supervising Unsupervised Open Information Extraction Models.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Detecting Backdoor Attacks on Deep Neural Networks by Activation Clustering.
Proceedings of the Workshop on Artificial Intelligence Safety 2019 co-located with the Thirty-Third AAAI Conference on Artificial Intelligence 2019 (AAAI-19), 2019

2018
List Intersection for Web Search: Algorithms, Cost Models, and Optimizations.
Proc. VLDB Endow., 2018

Defending Against Model Stealing Attacks Using Deceptive Perturbations.
CoRR, 2018

2016
Linking, integrating, and translating entities via iterative graph matching.
Proceedings of the Conference on Technologies and Applications of Artificial Intelligence, 2016

Probabilistic Prototype Model for Serendipitous Property Mining.
Proceedings of the COLING 2016, 2016

Trivia quiz mining using probabilistic knowledge.
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

2015
Processing and Optimizing Main Memory Spatial-Keyword Queries.
Proc. VLDB Endow., 2015

2014
Overcoming Asymmetry in Entity Graphs.
IEEE Trans. Knowl. Data Eng., 2014

Map Translation Using Geo-tagged Social Media.
Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014

Understanding Relation Temporality of Entities.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013
Attribute extraction and scoring: A probabilistic approach.
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Bootstrapping Entity Translation on Weakly Comparable Corpora.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2011
Web Scale Taxonomy Cleansing.
Proc. VLDB Endow., 2011


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