Byoungjip Kim
9 papers · 2020–2025 · 6 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+7 more ↓ Show less ↑
🌉 Interdisciplinary Bridge 🏃 Academic Marathon (5) 🌍 Conference Polyglot (6) 🐝 Cross-Pollinator (11) 🌈 Renaissance Researcher (6)
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(11)
🧬
Topic Evolution
🔥
Unstoppable
(6)
🗃️
Keyword Collector
(55)
📈
Trend Setter
Conferences
NIPS (3)
EMNLP (2)
AAAI (1)
ACL (1)
CVPR (1)
ICML (1)
Top co-authors
Keywords
code generation
(2)
image generation
(1)
data augmentation
(1)
variational inference
(1)
bayesian inference
(1)
knowledge distillation
(1)
policy optimization
(1)
in-context learning
(1)
multimodal learning
(1)
representation learning
(1)
model pretraining
(1)
policy learning
(1)
conditional generation
(1)
computational efficiency
(1)
class imbalance
(1)
reward prediction
(1)
stationary distribution
(1)
state inference
(1)
generative model
(1)
active learning
(1)
Papers
Overlapping Context with Variable-Length Stride Increases Diversity when Training Large Language Model for Code
ACL 2025
Degeneration-free Policy Optimization: RL Fine-Tuning for Language Models without Degeneration
ICML 2024
Prospector: Improving LLM Agents with Self-Asking and Trajectory Ranking
EMNLP 2024
On Sample-Efficient Code Generation
EMNLP 2023
SafeDICE: Offline Safe Imitation Learning with Non-Preferred Demonstrations
NIPS 2023
Transferring Pre-trained Multimodal Representations with Cross-modal Similarity Matching
NIPS 2022
VaB-AL: Incorporating Class Imbalance and Difficulty With Variational Bayes for Active Learning
CVPR 2021
DefogGAN: Predicting Hidden Information in the StarCraft Fog of War with Generative Adversarial Nets
AAAI 2020
POMO: Policy Optimization with Multiple Optima for Reinforcement Learning
NIPS 2020