Yilin Li
7 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(23)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Core AI
(5)
Natural Language Processing
(4)
Applications
(4)
Learning Types
(4)
Deep Learning
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Knowledge & Reasoning
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Keywords
grammatical error correction
(2)
multi-source learning
(1)
preference optimization
(1)
sentiment analysis
(1)
preference learning
(1)
nonstationarity
(1)
domain adaptation
(1)
multimodal learning
(1)
sarcasm detection
(1)
policy learning
(1)
theoretical analysis
(1)
modality alignment
(1)
representation learning
(1)
data fusion
(1)
node classification
(1)
treatment effect estimation
(1)
multimodal large language model
(1)
hallucination mitigation
(1)
evaluation metric
(1)
causal inference
(1)
Papers
Edit-Aware Reward Modeling for Chinese Grammatical Error Correction
ACL 2026
SEVADE: Self-Evolving Multi-Agent Analysis with Decoupled Evaluation for Hallucination-Resistant Sarcasm Detection
AAAI 2026
VaccineRAG: Boosting Multimodal Large Language Models’ Immunity to Harmful RAG Samples
AAAI 2026
DSGram: Dynamic Weighting Sub-Metrics for Grammatical Error Correction in the Era of Large Language Models
AAAI 2025
Representation Learning with Mutual Influence of Modalities for Node Classification in Multi-Modal Heterogeneous Networks
IJCAI 2025
Tackling Non-Stationarity in Reinforcement Learning via Causal-Origin Representation
ICML 2024
Robust Direct Learning for Causal Data Fusion
ACML 2022