Ruochun Jin
8 papers · 2017–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Academic Marathon (8) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (17)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
EMNLP (3)
ACL (2)
ACML (1)
IJCAI (1)
UAI (1)
Top co-authors
Keywords
large language model
(3)
multi-agent system
(2)
few-shot learning
(1)
logical reasoning
(1)
data augmentation
(1)
information retrieval
(1)
community detection
(1)
multi-armed bandit
(1)
upper confidence bound
(1)
convolutional neural network
(1)
embodied agent
(1)
planning agent
(1)
data quality
(1)
tabular datum
(1)
retrieval-augmented generation
(1)
table question answering
(1)
tool agent
(1)
reflection mechanism
(1)
multi-agent framework
(1)
label verification
(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
TALON: A Multi-Agent Framework for Long-Table Exploration and Question Answering
EMNLP 2025
Logical DA: Enhancing Data Augmentation for Logical Reasoning via a Multi-Agent System
ACL 2025
Enhancing Uncertainty Quantification in Large Language Models through Semantic Graph Density
UAI 2025
Context-Driven Index Trimming: A Data Quality Perspective to Enhancing Precision of RALMs
EMNLP 2024
An Efficient Query Optimization Framework Based on MCTS and LTR
ACML 2024
Confusion Graph: Detecting Confusion Communities in Large Scale Image Classification
IJCAI 2017