Chi Ma
4 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🐣
Hot Topic Early Bird
Venues
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Research topics
Keywords
temporal knowledge graph
(2)
logical reasoning
(1)
knowledge graph reasoning
(1)
hypergraph embedding
(1)
divide and conquer
(1)
model sparsity
(1)
language model inference
(1)
knowledge graph completion
(1)
cognitive load
(1)
graph neural network
(1)
llm reasoning
(1)
dynamic embedding
(1)
rule embedding
(1)
dynamic activation
(1)
hierarchical thinking
(1)
hypertree
(1)
planning outlines
(1)
symbolic reasoning
(1)
travelplanner benchmark
(1)
Papers
Sparse Brains are Also Adaptive Brains: Cognitive-Load-Aware Dynamic Activation for LLMs
EACL 2026
HyperTree Planning: Enhancing LLM Reasoning via Hierarchical Thinking
ICML 2025
RENN: A Rule Embedding Enhanced Neural Network Framework for Temporal Knowledge Graph Completion
COLING 2024
Temporal Knowledge Graph Reasoning with Dynamic Hypergraph Embedding
COLING 2024