Yanjiang Liu
6 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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Taxonomy Completionist
(18)
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Research topics
Artificial Intelligence
(5)
Core AI
(5)
Machine Learning
(3)
Natural Language Processing
(2)
Application Areas
(2)
Core Methods
(2)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Applications
(1)
Learning Paradigms
(1)
Learning Types
(1)
Optimization & Theory
(1)
Representation
(1)
Resources & Methods
(1)
Keywords
multimodal large language model
(2)
large language model
(2)
domain adaptation
(1)
visual question answering
(1)
fact verification
(1)
information retrieval
(1)
document retrieval
(1)
efficient computing
(1)
prior knowledge
(1)
document ranking
(1)
text retrieval
(1)
knowledge graph
(1)
hallucination mitigation
(1)
inference efficiency
(1)
vision encoder
(1)
multi-agent collaboration
(1)
visual token
(1)
llm agent
(1)
web navigation
(1)
factual verification
(1)
Papers
Expanding the Boundaries of Vision Prior Knowledge in Multi-modal Large Language Models
EACL 2026
Navigating the Infinite Dynamic Web Space: Effective In-Context Exploration via Cognitive Multi-Agent Collaboration
EACL 2026
ShortV: Efficient Multimodal Large Language Models by Freezing Visual Tokens in Ineffective Layers
ICCV 2025
Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-Based Retrofitting
AAAI 2024
XMC-Agent : Dynamic Navigation over Scalable Hierarchical Index for Incremental Extreme Multi-label Classification
ACL 2024
Understanding Differential Search Index for Text Retrieval
ACL 2023