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Jay-Yoon Lee
Assistant Professor, Graduate School of Data Science, Seoul National University
Joined
March 2017
Names
Jay-Yoon Lee
(Preferred)
,
Jay Yoon Lee
Emails
****@cs.cmu.edu
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@iesl.cs.umass.edu
(Confirmed)
,
****@cs.umass.edu
(Confirmed)
,
****@snu.ac.kr
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ACL Anthology
Career & Education History
Assistant Professor
Graduate School of Data Science,
Seoul National University
(snu.ac.kr)
2022
–
Present
Postdoc
Department of Computer Science,
Department of Computer Science, University of Massachusetts, Amherst
(cs.umass.edu)
2020
–
2022
PhD student
Computer Science Department,
School of Computer Science, Carnegie Mellon University
(cs.cmu.edu)
2013
–
2020
Advisors, Relations & Conflicts
Postdoc Advisor
Andrew McCallum
2020
–
Present
Social
Lifu Tu
2020
–
2021
Thesis committee-co-chair
William Cohen
2019
–
2020
Thesis committee
Dan Roth
2019
–
2020
Thesis committee
Graham Neubig
2018
–
2020
PhD Advisor
Jaime Carbonell
2015
–
2020
Internship mentor
Sungin Lee
2018
–
2019
Internship mentor
Michael Wick
2016
–
2019
Expertise
Structured prediction
,
Energy-based model
2020
–
Present
Constraint injection
,
Structured Prediction
,
Transfer Learning
2015
–
Present
Self-supervised learning
,
Continual learning
2015
–
Present
Publications
Generalizing Numerical Reasoning in Table Data through Operation Sketches and Self-Supervised Learning
Hanjun Cho
,
Gahyun Yoo
,
Hanseong Kim
,
Jay-Yoon Lee
Transactions of the Association for Computational Linguistics (TACL 2026)
Readers:
Everyone
RARE: Redundancy-Aware Retrieval Evaluation Framework for High-Similarity Corpora
Hanjun Cho
,
Jay-Yoon Lee
Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026)
Readers:
Everyone
Improving NMT Models by Retrofitting Quality Estimators into Trainable Energy Loss
Gahyun Yoo
,
Jay-Yoon Lee
COLING 2025
Readers:
Everyone
Introducing Verification Task of Set Consistency with Set-Consistency Energy Networks
Mooho Song
,
Hye Ryung Son
,
Jay-Yoon Lee
Association for Computational Linguistics
Readers:
Everyone
T-SCAPE: T cell immunogenicity scoring via cross-domain aided predictive engine
Jeonghyeon Kim
,
Nuri Jung
,
Jay-Yoon Lee
,
Nam-hyuk Cho
,
Jinsung Noh
,
Chaok Seok
OpenReview Archive Direct Upload
Readers:
Everyone
Stop-RAG: Value-Based Retrieval Control for Iterative RAG
Jaewan Park
,
Solbee Cho
,
Jay-Yoon Lee
CoRR 2025
Readers:
Everyone
Enhancing structural consistency of 3D Human Pose Estimation through Trainable Loss Function
Junggeun Do
,
Yeonsung Kim
,
Seunguk Do
,
Sangmin Kim
,
Jaesik Park
,
Jay-Yoon Lee
Submitted to ICLR 2026
Readers:
Everyone
Aligning the Brain with Language Models Through a Nonlinear and Multimodal Approach
Danny Dongyeop Han
,
Yunju Cho
,
Jiook Cha
,
Jay-Yoon Lee
Submitted to ICLR 2026
Readers:
Everyone
Stop-RAG: Value-Based Retrieval Control for Iterative RAG
Jaewan Park
,
Solbee Cho
,
Jay-Yoon Lee
MTI-LLM @ NeurIPS 2025 Poster
Readers:
Everyone
SEAL-Pose: Enhancing 3D Human Pose Estimation through Trainable Loss Function
Junggeun Do
,
Jay-Yoon Lee
SP4V
Readers:
Everyone
View all 55 publications
Co-Authors
Adam Lee
Agha Ali Raza
Ameya Godbole
Andrew Chung
Andrew Drozdov
Andrew McCallum
Artidoro Pagnoni
Benjamin Rozonoyer
Chaok Seok
Cheyon Jin
Christos Faloutsos
Danai Koutra
Danny Dongyeop Han
Dheeraj Rajagopal
Dhruv Agarwal
Dhruvesh Patel
Dongxu Zhang
Dung Ngoc Thai
Dung Thai
Dylan Finkbeiner
Ethan Perez
EunJeong Hwang
Gahyun Yoo
Hanjun Cho
Hannaneh Hajishirzi
View all 83 co-authors