Siyu Huo
5 papers · 2019–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(29)
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Hot Topic Early Bird
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Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI
(4)
Deep Learning
(3)
Natural Language Processing
(3)
Application Areas
(3)
Applications · Natural Language Processing
(3)
Knowledge & Reasoning
(2)
Architectures
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Computer Science
(1)
Applications · Computer Science
(1)
Core Methods
(1)
Generation
(1)
Keywords
graph neural network
(2)
code generation
(2)
preference learning
(1)
natural language generation
(1)
cross-domain learning
(1)
text generation
(1)
semantic parsing
(1)
intent classification
(1)
language model alignment
(1)
natural language understanding
(1)
knowledge graph
(1)
cross-domain generalization
(1)
intermediate representation
(1)
cost-optimal planning
(1)
business process
(1)
text-to-sql parsing
(1)
natural language to code
(1)
workflow generation
(1)
large language model
(1)
multi-agent system
(1)
Papers
Reducing the Scope of Language Models
AAAI 2026
FLOW-BENCH: Towards Conversational Generation of Enterprise Workflows
EMNLP 2025
Towards Hybrid Automation by Bootstrapping Conversational Interfaces for IT Operation Tasks
AAAI 2023
Online Planner Selection with Graph Neural Networks and Adaptive Scheduling
AAAI 2020
Graph Enhanced Cross-Domain Text-to-SQL Generation
EMNLP 2019