Taesung Lee

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 29

Top Topics

Graph Representations

Cmos Image Sensor

Open Information Extraction

Top Venues

Proc. VLDB Endow.

VLSI Technology and Circuits

Publications

Shrayani Mondal, Rishabh Garodia, Arbaaz Qureshi, Taesung Lee, Youngja Park
Towards Generating Informative Textual Description for Neurons in Language Models. CoRR (2024)
Wontaeck Jung, Hyunggon Kim, Do-Bin Kim, Tae-Hyun Kim, Nam-Hee Lee, Dongjin Shin, Minyoung Kim, Youngsik Rho, Hun-Jong Lee, Yujin Hyun, Jaeyoung Park, Taekyung Kim, Hwiwon Kim, Gyeongwon Lee, Jisang Lee, Joonsuc Jang, Jungmin Park, Sion Kim, Su Chang Jeon, Suyong Kim, Jung-Ho Song, Min-Seok Kim, Taesung Lee, Byung-Kwan Chun, Tongsung Kim, Young Gyu Lee, Hokil Lee, Soowoong Lee, Hwaseok Lee, Dooho Cho, Sangwan Nam, Yeomyung Kim, Kunyong Yoon, Yoonjae Lee, Sunghoon Kim, Jungseok Hwang, Raehyun Song, Hyunsik Jang, Jae-Ick Son, Hongsoo Jeon, Myunghun Lee, Mookyung Lee, Kisung Kim, Eungsuk Lee, Myeong-Woo Lee, Sungkyu Jo, Chan Ho Kim, Jong Chul Park, Kyunghwa Yun, Soonock Seol, Ji-Ho Cho, Seungjae Lee, Jin-Yub Lee, Sunghoi Hur
13.3 A 280-Layer 1Tb 4b/cell 3D-NAND Flash Memory with a 28.5Gb/mm2 Areal Density and a 3.2GB/s High-Speed IO Rate. ISSCC (2024)
Kevin Eykholt, Taesung Lee, Douglas Lee Schales, Jiyong Jang, Ian M. Molloy, Masha Zorin
URET: Universal Robustness Evaluation Toolkit (for Evasion). CoRR (2023)
Myles Foley, Ambrish Rawat, Taesung Lee, Yufang Hou, Gabriele Picco, Giulio Zizzo
Matching Pairs: Attributing Fine-Tuned Models to their Pre-Trained Large Language Models. ACL (1) (2023)
Youngmin Jo, Anil Kavala, Tongsung Kim, Byung-Kwan Chun, Jungjune Park, Taesung Lee, Jungmin Seo, Manjae Yang, Taehyeon Park, Hyunjin Kwon, Cheolhui Lee, Younghoon Son, Junghwan Kwak, Younggyu Lee, Hwan-Seok Ku, Dae-Hoon Na, Changyeon Yu, Jonghoon Park, Jae-Hwan Kim, Hyojin Kwon, Chan-ho Kim, Moon-Ki Jung, Chanjin Park, Donghyun Seo, Moosung Kim, Seungjae Lee, Jin-Yub Lee, Dongku Kang, Chiweon Yoon, SungHoi Hur
generation F-chip with Toggle 5.0 Specification for 16Tb NAND Flash Memory Multi chip Package. VLSI Technology and Circuits (2023)
Myles Foley, Ambrish Rawat, Taesung Lee, Yufang Hou, Gabriele Picco, Giulio Zizzo
Matching Pairs: Attributing Fine-Tuned Models to their Pre-Trained Large Language Models. CoRR (2023)
Nathalie Baracaldo, Farhan Ahmed, Kevin Eykholt, Yi Zhou, Shriti Priya, Taesung Lee, Swanand Kadhe, Mike Tan, Sridevi Polavaram, Sterling Suggs, Yuyang Gao, David Slater
Benchmarking the Effect of Poisoning Defenses on the Security and Bias of Deep Learning Models. SP Workshops (2023)
Isaiah J. King, Xiaokui Shu, Jiyong Jang, Kevin Eykholt, Taesung Lee, H. Howie Huang
EdgeTorrent: Real-time Temporal Graph Representations for Intrusion Detection. RAID (2023)
Kevin Eykholt, Taesung Lee, Douglas Lee Schales, Jiyong Jang, Ian M. Molloy, Masha Zorin
URET: Universal Robustness Evaluation Toolkit (for Evasion). USENIX Security Symposium (2023)
Youngja Park, Taesung Lee
Full-Stack Information Extraction System for Cybersecurity Intelligence. EMNLP (Industry Track) (2022)
Hye Yeon Park, Yunki Lee, Jonghoon Park, Hyunseok Song, Taesung Lee, Hyung Keun Gweon, Yunji Jung, Jeongmin Bae, Boseong Kim, Junwon Han, Seungwon Kim, Cheolsang Yoon, Jeongki Kim, Changkeun Lee, Sehoon Yoo, Euiyeol Kim, Hyunmin Baek, Howoo Park, Bumsuk Kim, JungChak Ahn, JoonSeo Yim
Advanced novel optical stack technologies for high SNR in CMOS Image Sensor. VLSI Technology and Circuits (2022)
Shriya Atmakuri, Tejas Chheda, Dinesh Kandula, Nishant Yadav, Taesung Lee, Hessel Tuinhof
Robustness of Explanation Methods for NLP Models. 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)
Shiqi Wang, Kevin Eykholt, Taesung Lee, Jiyong Jang, Ian M. Molloy
Adaptive Verifiable Training Using Pairwise Class Similarity. AAAI (2021)
Seongyun Ko, Taesung Lee, Kijae Hong, Wonseok Lee, In Seo, Jiwon Seo, Wook-Shin Han
iTurboGraph: Scaling and Automating Incremental Graph Analytics. SIGMOD Conference (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)
Shiqi Wang, Kevin Eykholt, Taesung Lee, Jiyong Jang, Ian M. Molloy
Adaptive Verifiable Training Using Pairwise Class Similarity. CoRR (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)
Taesung Lee, Benjamin Edwards, Ian M. Molloy, Dong Su
Defending Against Neural Network Model Stealing Attacks Using Deceptive Perturbations. IEEE Symposium on Security and Privacy Workshops (2019)
Bryant Chen, Wilka Carvalho, Nathalie Baracaldo, Heiko Ludwig, Benjamin Edwards, Taesung Lee, Ian M. Molloy, Biplav Srivastava
Detecting Backdoor Attacks on Deep Neural Networks by Activation Clustering. SafeAI@AAAI (2019)
Chaowei Xiao, Ruizhi Deng, Bo Li, Taesung Lee, Benjamin Edwards, Jinfeng Yi, Dawn Song, Mingyan Liu, Ian M. Molloy
AdvIT: Adversarial Frames Identifier Based on Temporal Consistency in Videos. ICCV (2019)
Taesung Lee, Benjamin Edwards, Ian M. Molloy, Dong Su
Defending Against Model Stealing Attacks Using Deceptive Perturbations. CoRR (2018)
Sunghwan Kim, Taesung Lee, Seung-won Hwang, Sameh Elnikety
List Intersection for Web Search: Algorithms, Cost Models, and Optimizations. Proc. VLDB Endow. 12 (1) (2018)
Bryant Chen, Wilka Carvalho, Nathalie Baracaldo, Heiko Ludwig, Benjamin Edwards, Taesung Lee, Ian M. Molloy, Biplav Srivastava
Detecting Backdoor Attacks on Deep Neural Networks by Activation Clustering. CoRR (2018)
Taesung Lee, Seung-won Hwang
Linking, integrating, and translating entities via iterative graph matching. TAAI (2016)
Taesung Lee, Seung-won Hwang, Zhongyuan Wang
Probabilistic Prototype Model for Serendipitous Property Mining. COLING (2016)
Taesung Lee, Seung-won Hwang, Zhongyuan Wang
Trivia quiz mining using probabilistic knowledge. ASONAM (2016)
Taesung Lee, Jin-Woo Park, Sanghoon Lee, Seung-won Hwang, Sameh Elnikety, Yuxiong He
Processing and Optimizing Main Memory Spatial-Keyword Queries. Proc. VLDB Endow. 9 (3) (2015)
Taesung Lee, Seung-won Hwang
Understanding Relation Temporality of Entities. ACL (2) (2014)
Taesung Lee, Young-rok Cha, Seung-won Hwang
Overcoming Asymmetry in Entity Graphs. IEEE Trans. Knowl. Data Eng. 26 (12) (2014)
Sunyou Lee, Taesung Lee, Seung-won Hwang
Map Translation Using Geo-tagged Social Media. EACL (2014)
Taesung Lee, Zhongyuan Wang, Haixun Wang, Seung-won Hwang
Attribute extraction and scoring: A probabilistic approach. ICDE (2013)
Taesung Lee, Seung-won Hwang
Bootstrapping Entity Translation on Weakly Comparable Corpora. ACL (1) (2013)
Taesung Lee, Zhongyuan Wang, Haixun Wang, Seung-won Hwang
Web Scale Taxonomy Cleansing. Proc. VLDB Endow. 4 (12) (2011)