Juyeon Heo
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
9
Venues
4
Active years
2023–2025
Best venue rank
A*
Where they publish
Papers
9 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | COLING | LLMs on interactive feature collections with implicit dynamic decision strategy. | Juyeon Heo, Vihari Piratla, Kyunghyun Lee, Hyonkeun Joh, Adrian Weller |
| 2025 | COLING | On Evaluating LLMs' Capabilities as Functional Approximators: A Bayesian Evaluation Framework. | Shoaib Ahmed Siddiqui, Yanzhi Chen, Juyeon Heo, Menglin Xia, Adrian Weller |
| 2025 | ICLR | Do LLMs "know" internally when they follow instructions? | Juyeon Heo, Christina Heinze-Deml, Oussama Elachqar, Kwan Ho Ryan Chan, Shirley You Ren, Andrew C. Miller, Udhyakumar Nallasamy, Jaya Narain |
| 2025 | ICLR | Do LLMs estimate uncertainty well in instruction-following? | Juyeon Heo, Miao Xiong, Christina Heinze-Deml, Jaya Narain |
| 2024 | ICLR | Parameter-Efficient Orthogonal Finetuning via Butterfly Factorization. | Weiyang Liu, Zeju Qiu, Yao Feng, Yuliang Xiu, Yuxuan Xue, Longhui Yu, Haiwen Feng, Zhen Liu, Juyeon Heo, Songyou Peng, Yandong Wen, Michael J. Black, Adrian Weller, Bernhard Schlkopf |
| 2023 | AAAI | Towards More Robust Interpretation via Local Gradient Alignment. | Sunghwan Joo, Seokhyeon Jeong, Juyeon Heo, Adrian Weller, Taesup Moon |
| 2023 | ICLR | GeValDi: Generative Validation of Discriminative Models. | Vivek Palaniappan, Matthew Ashman, Katherine M. Collins, Juyeon Heo, Adrian Weller, Umang Bhatt |
| 2023 | ICLR | Robust Explanation Constraints for Neural Networks. | Matthew Wicker, Juyeon Heo, Luca Costabello, Adrian Weller |
| 2023 | MICCAI | Physics-Based Decoding Improves Magnetic Resonance Fingerprinting. | Juyeon Heo, Pingfan Song, Weiyang Liu, Adrian Weller |