Hongkuan Zhou
6 papers · 2020–2026 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
π
Conference Polyglot Β· Silver
π
Academic Marathon Β· Sprint
π
Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(15)
β
The Questioner
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Core AI
(2)
Core Methods
(2)
Learning Types
(2)
Computer Vision
(1)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Analysis
(1)
Applications
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Optimization & Theory
(1)
Representation
(1)
Keywords
knowledge graph
(2)
zero-shot learning
(2)
retrieval-augmented generation
(2)
anomaly detection
(1)
uncertainty quantification
(1)
knowledge graph reasoning
(1)
knowledge graph embedding
(1)
node classification
(1)
prediction interval
(1)
multi-hop reasoning
(1)
clip model
(1)
industrial inspection
(1)
graph convolutional network
(1)
inductive learning
(1)
defect detection
(1)
statistical guarantee
(1)
graph sampling
(1)
visual entity recognition
(1)
defect segmentation
(1)
incomplete knowledge
(1)
Papers
SCAIR: Schema-Conditioned Agentic Iterative Reasoning for Enterprise Knowledge Graphs
ACL 2026
Seeing and Knowing in the Wild: Open-domain Visual Entity Recognition with Large-scale Knowledge Graphs via Contrastive Learning
AAAI 2026
What Breaks Knowledge Graph based RAG? Benchmarking and Empirical Insights into Reasoning under Incomplete Knowledge
EACL 2026
Certainty in Uncertainty: Reasoning over Uncertain Knowledge Graphs with Statistical Guarantees
EMNLP 2025
MultiADS: Defect-aware Supervision for Multi-type Anomaly Detection and Segmentation in Zero-Shot Learning
ICCV 2025
GraphSAINT: Graph Sampling Based Inductive Learning Method
ICLR 2020