SeongKu Kang
9 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (4) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (33)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
β‘
Prolific Year
(5)
ποΈ
Keyword Collector
(61)
Conferences
AAAI (3)
EMNLP (3)
ACL (2)
CVPR (1)
Top co-authors
Keywords
recommender system
(2)
recommendation system
(2)
large language model
(2)
dense retrieval
(2)
self-supervised learning
(1)
attention mechanism
(1)
domain adaptation
(1)
preference learning
(1)
information retrieval
(1)
empirical risk minimization
(1)
semantic indexing
(1)
probability calibration
(1)
preference modeling
(1)
generative model
(1)
training dynamics
(1)
latent representation
(1)
in-context learning
(1)
demonstration retrieval
(1)
sentiment analysis
(1)
transfer learning
(1)
Papers
Scientific Paper Retrieval with LLM-Guided Semantic-Based Ranking
EMNLP 2025
Topic Coverage-based Demonstration Retrieval for In-Context Learning
EMNLP 2025
Pearl: A Review-driven Persona-Knowledge Grounded Conversational Recommendation Dataset
ACL 2024
Learning Discriminative Dynamics with Label Corruption for Noisy Label Detection
CVPR 2024
Taxonomy-guided Semantic Indexing for Academic Paper Search
EMNLP 2024
Self-Consistent Reasoning-based Aspect-Sentiment Quad Prediction with Extract-Then-Assign Strategy
ACL 2024
Multi-Domain Recommendation to Attract Users via Domain Preference Modeling
AAAI 2024
Learning Topology-Specific Experts for Molecular Property Prediction
AAAI 2023
Obtaining Calibrated Probabilities with Personalized Ranking Models
AAAI 2022