Sungsu Lim
5 papers · 2020–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(2)
Reinforcement Learning
(2)
Core AI
(2)
Core Methods
(2)
Methods
(2)
Deep Learning
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Mathematics
(1)
Optimization & Theory
(1)
Keywords
entropy regularization
(2)
policy improvement
(2)
policy optimization
(1)
policy gradient
(1)
attention mechanism
(1)
kl divergence
(1)
efficient computing
(1)
graph embedding
(1)
approximate policy iteration
(1)
multi-view representation learning
(1)
multimodal large language model
(1)
recommendation system
(1)
graph propagation
(1)
boltzmann distribution
(1)
network topology
(1)
cross-entropy method
(1)
visual token pruning
(1)
large language model
(1)
multi-resolution token
(1)
representation learning
(1)
Papers
MR-Pruner: Training-free Multi-resolution Visual Token Pruning for Multi-modal Large Language Models
WACV 2026
MV-LLMRec: Multi-View Representation Learning with Large Language Models for Recommendation (Student Abstract)
AAAI 2026
Greedy Actor-Critic: A New Conditional Cross-Entropy Method for Policy Improvement
ICLR 2023
Greedification Operators for Policy Optimization: Investigating Forward and Reverse KL Divergences
JMLR 2022
Meta-Learning on Graph with Curvature-Based Analysis (Student Abstract)
AAAI 2020