Ruilin Luo
9 papers · 2024–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(22)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Deep Learning
(5)
Natural Language Processing
(5)
Core AI
(5)
Learning Types · Machine Learning
(4)
Resources & Methods
(3)
Application Areas
(2)
Applications
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Architectures
(1)
Keywords
large language model
(2)
contrastive learning
(1)
privacy protection
(1)
link prediction
(1)
benchmark evaluation
(1)
semantic parsing
(1)
inductive reasoning
(1)
image captioning
(1)
code generation
(1)
visual reasoning
(1)
knowledge unlearning
(1)
sql generation
(1)
vision-language model
(1)
multimodal large language model
(1)
reinforcement learning
(1)
chain-of-thought prompting
(1)
reasoning evaluation
(1)
reasoning capability
(1)
text-attributed graph
(1)
representation learning
(1)
Papers
Act as you think: Reinforcing Consistent Reasoning in Medical Visual Question Answering
ACL 2026
CodePercept: Code-Grounded Visual STEM Perception for MLLMs
CVPR 2026
Learning Transferable Temporal Primitives for Video Reasoning via Synthetic Videos
CVPR 2026
Critical Tokens Matter: Token-Level Contrastive Estimation Enhances LLM’s Reasoning Capability
ICML 2025
Fair Text-Attributed Graph Representation Learning
EMNLP 2025
From Evasion to Concealment: Stealthy Knowledge Unlearning for LLMs
ACL 2025
CriticBench: Benchmarking LLMs for Critique-Correct Reasoning
ACL 2024
Prior Relational Schema Assists Effective Contrastive Learning for Inductive Knowledge Graph Completion
COLING 2024
PTD-SQL: Partitioning and Targeted Drilling with LLMs in Text-to-SQL
EMNLP 2024