Hongkuan Zhou
6 papers · 2020–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (5) π Academic Marathon (5) π Cross-Pollinator (15) π Conference Polyglot (3) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(11)
β
The Questioner
Conferences
AAAI (1)
ACL (1)
EACL (1)
EMNLP (1)
ICCV (1)
ICLR (1)
Top co-authors
Keywords
retrieval-augmented generation
(2)
zero-shot learning
(2)
knowledge graph
(2)
anomaly detection
(1)
uncertainty quantification
(1)
knowledge graph reasoning
(1)
knowledge graph embedding
(1)
prediction interval
(1)
multi-hop reasoning
(1)
clip model
(1)
industrial inspection
(1)
defect detection
(1)
statistical guarantee
(1)
visual entity recognition
(1)
defect segmentation
(1)
incomplete knowledge
(1)
open-domain recognition
(1)
uncertain knowledge graph
(1)
contrastive learning
(1)
schema-conditioned reasoning
(1)
Papers
What Breaks Knowledge Graph based RAG? Benchmarking and Empirical Insights into Reasoning under Incomplete Knowledge
EACL 2026
Seeing and Knowing in the Wild: Open-domain Visual Entity Recognition with Large-scale Knowledge Graphs via Contrastive Learning
AAAI 2026
SCAIR: Schema-Conditioned Agentic Iterative Reasoning for Enterprise Knowledge Graphs
ACL 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