Ruochun Jin
8 papers · 2017–2026 · 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
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(24)
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Hot Topic Early Bird
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Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Deep Learning
(3)
Natural Language Processing
(3)
Core Methods
(3)
Learning Types · Deep Learning
(3)
Application Areas
(2)
Applications
(2)
Resources & Methods
(2)
Computer Science
(1)
Computer Vision
(1)
Analysis
(1)
Foundations
(1)
Learning Types · Machine Learning
(1)
Keywords
large language model
(3)
multi-agent system
(2)
few-shot learning
(1)
uncertainty quantification
(1)
logical reasoning
(1)
data augmentation
(1)
question answering
(1)
information retrieval
(1)
community detection
(1)
monte carlo tree search
(1)
query optimization
(1)
multi-armed bandit
(1)
upper confidence bound
(1)
convolutional neural network
(1)
embodied agent
(1)
planning agent
(1)
data quality
(1)
tabular data
(1)
retrieval-augmented generation
(1)
table question answering
(1)
Papers
Conflict-Aware Memory for Embodied Agents: Enhancing Vector Data Quality via Detection Rules
ACL 2026
ClusterUCB: Efficient Gradient-Based Data Selection for Targeted Fine-Tuning of LLMs
EMNLP 2025
Enhancing Uncertainty Quantification in Large Language Models through Semantic Graph Density
UAI 2025
Logical DA: Enhancing Data Augmentation for Logical Reasoning via a Multi-Agent System
ACL 2025
TALON: A Multi-Agent Framework for Long-Table Exploration and Question Answering
EMNLP 2025
An Efficient Query Optimization Framework Based on MCTS and LTR
ACML 2024
Context-Driven Index Trimming: A Data Quality Perspective to Enhancing Precision of RALMs
EMNLP 2024
Confusion Graph: Detecting Confusion Communities in Large Scale Image Classification
IJCAI 2017