Juyeon Heo

PhD student, University of Cambridge

Joined

May 2022

Names

Juyeon Heo (Preferred)

Emails

****@cam.ac.uk (Confirmed)

Personal Links

Homepage

Career & Education History

PhD student

University of Cambridge (cam.ac.uk)

2022 – 2027

Advisors, Relations & Conflicts

PhD Advisor

Adrian Weller

2022 – 2027

Expertise

No areas of expertise listed

Publications

Machine Learning for Health (ML4H) 2024
Helen Zhou, Stefan Hegselmann, Elizabeth Healey, Trenton Chang, Caleb Ellington, Michael J Leone, Vishwali Mhasawade, Sana Tonekaboni, Winston Chen, Hyewon Jeong, Xiaoxiao Li, Juyeon Heo, Payal Chandak, Ayush Noori, Sarah Jabbour, Jessica Dafflon, Zongliang Ji, Jivat Neet Kaur, Amin Adibi, Xu Cao et al. (12 additional authors not shown)
- Machine Learning for Health (ML4H) 2024
- Readers: Everyone
Do Concept Bottleneck Models Respect Localities?
Naveen Janaki Raman, Mateo Espinosa Zarlenga, Juyeon Heo, Mateja Jamnik
- Accepted by TMLR
- Readers: Everyone
Do LLMs estimate uncertainty well in instruction-following?
Juyeon Heo, Miao Xiong, Christina Heinze-Deml, Jaya Narain
- SafeGenAi Poster
- Readers: Everyone
Do LLMs ``know'' internally when they follow instructions?
Juyeon Heo, Christina Heinze-Deml, Oussama Elachqar, Kwan Ho Ryan Chan, Shirley You Ren, Andrew Miller, Udhyakumar Nallasamy, Jaya Narain
- ICLR 2025 Poster
- Readers: Everyone
Do LLMs estimate uncertainty well in instruction-following?
Juyeon Heo, Miao Xiong, Christina Heinze-Deml, Jaya Narain
- ICLR 2025 Poster
- Readers: Everyone
LLMs on interactive feature collections with implicit look-ahead strategies
Juyeon Heo, Vihari Piratla, Kyunghyun Lee, Hyonkeun Joh, Adrian Weller
- Sys2-Reasoning Poster
- Readers: Everyone
Do LLMs internally ``know'' when they follow instructions?
Juyeon Heo, Christina Heinze-Deml, Oussama Elachqar, Shirley You Ren, Kwan Ho Ryan Chan, Udhyakumar Nallasamy, Andrew Miller, Jaya Narain
- MINT@NeurIPS2024
- Readers: Everyone
Leveraging Task Structures for Improved Identifiability in Neural Network Representations
Wenlin Chen, Julien Horwood, Juyeon Heo, José Miguel Hernández-Lobato
- Accepted by TMLR
- Readers: Everyone
Do Concept Bottleneck Models Obey Locality?
Naveen Raman, Mateo Espinosa Zarlenga, Juyeon Heo, Mateja Jamnik
- NeurIPS XAIA 2023
- Readers: Everyone
Estimation of Concept Explanations Should be Uncertainty Aware
Vihari Piratla, Juyeon Heo, Sukriti Singh, Adrian Weller
- NeurIPS XAIA 2023
- Readers: Everyone

View all 21 publications

Co-Authors

View all 71 co-authors