Kyunghyun Cho
~Kyunghyun_Cho1
32
论文总数
16.0
年均投稿
平均评分
接收情况21/32
会议分布
ICLR
17
NeurIPS
13
COLM
1
ICML
1
发表论文 (32 篇)
202518 篇
3
Why Knowledge Distillation Works in Generative Models: A Minimal Working Explanation
NeurIPS 2025Poster
3
Hyperparameters in Continual Learning: A Reality Check
ICLR 2025withdrawn
4
Efficient semantic uncertainty quantification in language models via diversity-steered sampling
NeurIPS 2025Poster
4
Hyperparameter Loss Surfaces Are Simple Near their Optima
COLM 2025Poster
5
Learning from Reward-Free Offline Data: A Case for Planning with Latent Dynamics Models
NeurIPS 2025Poster
4
An Asymptotic Theory of Random Search for Hyperparameters in Deep Learning
ICLR 2025Rejected
4
Generating All-Atom Protein Structure from Sequence-Only Training Data
ICLR 2025Rejected
4
Generalizing to any diverse distribution: uniformity, gentle finetuning & rebalancing
ICLR 2025Rejected
4
Test Time Scaling for Neural Processes
NeurIPS 2025Poster
4
Aioli: A Unified Optimization Framework for Language Model Data Mixing
ICLR 2025Poster
4
Implicit Generative Property Enhancer
NeurIPS 2025Poster
4
Predicting partially observable dynamical systems via diffusion models with a multiscale inference scheme
NeurIPS 2025Poster
5
Molecular Active Learning: How can LLMs Help?
ICLR 2025withdrawn
5
Concept Bottleneck Language Models For Protein Design
ICLR 2025Poster
4
$\mathbb{X}$-Sample Contrastive Loss: Improving Contrastive Learning with Sample Similarity Graphs
ICLR 2025Poster
4
Generalists vs. Specialists: Evaluating LLMs on Highly-Constrained Biophysical Sequence Optimization Tasks
ICML 2025Poster
4
Supervised Contrastive Block Disentanglement
ICLR 2025Rejected
3
AION-1: Omnimodal Foundation Model for Astronomical Sciences
NeurIPS 2025Poster
202414 篇
4
Non-convolutional graph neural networks.
NeurIPS 2024Spotlight
3
Augmenting Negative Representation for Continual Self-Supervised Learning
ICLR 2024Rejected
4
Implicitly Guided Design with PropEn: Match your Data to Follow the Gradient
NeurIPS 2024Poster
4
Sudden Drops in the Loss: Syntax Acquisition, Phase Transitions, and Simplicity Bias in MLMs
ICLR 2024Spotlight
4
Iterative Reasoning Preference Optimization
NeurIPS 2024Poster
5
Jointly Modeling Inter- & Intra-Modality Dependencies for Multi-modal Learning
NeurIPS 2024Poster
4
Concept Bottleneck Generative Models
ICLR 2024Poster
4
BOtied: Multi-objective Bayesian optimization with tied multivariate ranks
ICLR 2024Rejected
4
Preference Learning Algorithms Do Not Learn Preference Rankings
NeurIPS 2024Poster
3
Protein Discovery with Discrete Walk-Jump Sampling
ICLR 2024Oral
4
Antibody DomainBed: Out-of-Distribution Generalization in Therapeutic Protein Design
ICLR 2024Rejected
4
xVal: A Continuous Number Encoding for Large Language Models
ICLR 2024Rejected
5
Multiple Physics Pretraining for Physical Surrogate Models
ICLR 2024Rejected
4
Multiple Physics Pretraining for Spatiotemporal Surrogate Models
NeurIPS 2024Poster