Tiancheng Huang
4 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
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Hot Topic Early Bird
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Research topics
Machine Learning
(4)
Deep Learning
(3)
Architectures
(3)
Artificial Intelligence
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Core AI
(1)
Core Methods
(1)
Learning Paradigms · Machine Learning
(1)
Learning Paradigms · Artificial Intelligence
(1)
Keywords
graph neural network
(3)
representation learning
(1)
semi-supervised learning
(1)
variational inference
(1)
temporal information
(1)
out-of-distribution generalization
(1)
message passing
(1)
graph embedding
(1)
dynamic graph
(1)
node classification
(1)
out-of-distribution detection
(1)
graph information bottleneck
(1)
retrieval-augmented generation
(1)
open-set recognition
(1)
neural symbolic retrieval
(1)
pdf question answering
(1)
multi-view chunking
(1)
schema-based parsing
(1)
context gathering
(1)
brain network
(1)
Papers
BrainOOD: Out-of-distribution Generalizable Brain Network Analysis
ICLR 2025
NeuSym-RAG: Hybrid Neural Symbolic Retrieval with Multiview Structuring for PDF Question Answering
ACL 2025
End-to-End Open-Set Semi-Supervised Node Classification with Out-of-Distribution Detection
IJCAI 2022
Learning to Evolve on Dynamic Graphs (Student Abstract)
AAAI 2022