Kexuan Sun
7 papers · 2020–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(25)
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Hot Topic Early Bird
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Research topics
Artificial Intelligence
(5)
Core AI
(5)
Machine Learning
(4)
Deep Learning
(3)
Knowledge & Reasoning
(2)
Natural Language Processing
(2)
Applications
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Reasoning
(2)
Reinforcement Learning
(1)
Application Areas
(1)
Bayesian & Probabilistic
(1)
Methods
(1)
Keywords
knowledge graph
(2)
few-shot learning
(1)
model alignment
(1)
text classification
(1)
data augmentation
(1)
question answering
(1)
information retrieval
(1)
knowledge graph question answering
(1)
contextual reranking
(1)
semantic search
(1)
visual reasoning
(1)
knowledge graph reasoning
(1)
synthetic data generation
(1)
instruction tuning
(1)
natural language processing
(1)
zero-shot learning
(1)
multimodal large language model
(1)
cell type classification
(1)
table understanding
(1)
reinforcement learning
(1)
Papers
CypherSmith: Transforming Text-to-Cypher Generation for LLMs with Synthetic Data
ACL 2026
Efficient and Accurate Contextual Re-Ranking for Knowledge Graph Question Answering
COLING 2024
MARVEL: Multidimensional Abstraction and Reasoning through Visual Evaluation and Learning
NeurIPS 2024
DigiCall: A Benchmark for Measuring the Maturity of Digital Strategy through Company Earning Calls
EMNLP 2022
A Hybrid Probabilistic Approach for Table Understanding
AAAI 2021
Table-based Fact Verification With Salience-aware Learning
EMNLP 2021
Learning Collaborative Agents with Rule Guidance for Knowledge Graph Reasoning
EMNLP 2020