Mengqi Liao
4 papers · 2024–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(13)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(2)
Deep Learning
(2)
Knowledge & Reasoning
(2)
Application Areas
(2)
Learning Types
(2)
Representation
(2)
Interdisciplinary
(1)
Natural Language Processing
(1)
Applications
(1)
Architectures
(1)
Cognitive Science
(1)
Core AI
(1)
Core Methods
(1)
Learning Paradigms
(1)
Keywords
reinforcement learning
(1)
zero-shot learning
(1)
stance detection
(1)
social media analysis
(1)
task generalization
(1)
knowledge graph
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
mixture of expert
(1)
temporal knowledge graph
(1)
pre-trained language model
(1)
social media
(1)
dual-process theory
(1)
zero-shot reasoning
(1)
knowledge injection
(1)
cognitive reasoning
(1)
hierarchical routing
(1)
knowledge extrapolation
(1)
large language model
(1)
graph neural network
(1)
Papers
CognTKE: A Cognitive Temporal Knowledge Extrapolation Framework
AAAI 2025
Enhancing Efficiency and Exploration in Reinforcement Learning for LLMs
EMNLP 2025
HMoRA: Making LLMs More Effective with Hierarchical Mixture of LoRA Experts
ICLR 2025
KPatch: Knowledge Patch to Pre-trained Language Model for Zero-Shot Stance Detection on Social Media
COLING 2024