Junsu Kim
13 papers · 2020–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (5) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (7) π Cross-Pollinator (14)
π§
Keyword Pioneer
π
Cross-Pollinator
(14)
π
Conference Polyglot
(7)
π
Grand Slam
π§¬
Topic Evolution
π₯
Mega-Team
(20)
π₯
Unstoppable
(6)
π
Century Club
(13)
β‘
Prolific Year
(5)
ποΈ
Keyword Collector
(67)
Conferences
ICML (6)
NIPS (2)
AAAI (1)
CVPR (1)
EMNLP (1)
ICLR (1)
JMLR (1)
Top co-authors
Keywords
deep neural network
(2)
self-supervised learning
(2)
theorem proving
(2)
continual learning
(1)
benchmark evaluation
(1)
online learning
(1)
molecular optimization
(1)
robotic manipulation
(1)
object detection
(1)
symbolic reasoning
(1)
mathematical reasoning
(1)
language modeling
(1)
imitation learning
(1)
knowledge distillation
(1)
catastrophic forgetting
(1)
image compression
(1)
distributional reinforcement learning
(1)
automated reasoning
(1)
synthetic data generation
(1)
multi-agent reinforcement learning
(1)
Papers
LoRA Training Provably Converges to a Low-Rank Global Minimum Or It Fails Loudly (But it Probably Wonβt Fail)
ICML 2025
Gold-medalist Performance in Solving Olympiad Geometry with AlphaGeometry2
JMLR 2025
Salient Frequency-aware Exemplar Compression for Resource-constrained Online Continual Learning
AAAI 2025
Test-Time Adaptation with Binary Feedback
ICML 2025
Towards Robust Mathematical Reasoning
EMNLP 2025
Visual Representation Learning with Stochastic Frame Prediction
ICML 2024
SDDGR: Stable Diffusion-based Deep Generative Replay for Class Incremental Object Detection
CVPR 2024
Multi-View Masked World Models for Visual Robotic Manipulation
ICML 2023
Imitating Graph-Based Planning with Goal-Conditioned Policies
ICLR 2023
Disentangling Sources of Risk for Distributional Multi-Agent Reinforcement Learning
ICML 2022
Self-Improved Retrosynthetic Planning
ICML 2021
Landmark-Guided Subgoal Generation in Hierarchical Reinforcement Learning
NIPS 2021
Guiding Deep Molecular Optimization with Genetic Exploration
NIPS 2020