Shiyou Qian
4 papers · 2025–2025 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (17) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (2)
EMNLP (2)
Top co-authors
Keywords
large language model
(2)
semantic parsing
(1)
knowledge graph
(1)
surrogate model
(1)
evolutionary algorithm
(1)
complex reasoning
(1)
automated machine learning
(1)
knowledge base question answering
(1)
pipeline optimization
(1)
business process
(1)
logical form
(1)
reasoning process
(1)
logical form generation
(1)
anomaly classification
(1)
knowledge-aware reasoning
(1)
semantic anomaly detection
(1)
thought evaluation
(1)
question decomposition
(1)
self-reflective mechanism
(1)
Papers
DABL: Detecting Semantic Anomalies in Business Processes Using Large Language Models
AAAI 2025
ADELA: Accelerating Evolutionary Design of Machine Learning Pipelines with the Accompanying Surrogate Model
AAAI 2025
KaeDe: Progressive Generation of Logical Forms via Knowledge-Aware Question Decomposition for Improved KBQA
EMNLP 2025
EoT: Evolution of Thoughts for Complex Reasoning Tasks
EMNLP 2025