Mengqi Liao
4 papers · 2024–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (1)
COLING (1)
EMNLP (1)
ICLR (1)
Top co-authors
Keywords
reinforcement learning
(1)
zero-shot learning
(1)
stance detection
(1)
social media analysis
(1)
knowledge graph
(1)
temporal knowledge graph
(1)
pretrained language model
(1)
social media
(1)
zero-shot reasoning
(1)
knowledge injection
(1)
dual process theory
(1)
cognitive reasoning
(1)
knowledge extrapolation
(1)
large language model
(1)
graph neural network
(1)
temporal path
(1)
rollout budget
(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