Yingjie Xia
4 papers · 2025–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(16)
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI
(4)
Computer Science
(3)
Machine Learning
(3)
Applications · Computer Science
(3)
Natural Language Processing
(2)
Application Areas
(2)
Deep Learning
(1)
Applications · Natural Language Processing
(1)
Learning Types
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
large language model
(4)
knowledge graph
(2)
code generation
(2)
multi-turn dialogue
(1)
long context
(1)
hardware security
(1)
long-context understanding
(1)
verilog generation
(1)
bert fine-tuning
(1)
semantic tree
(1)
multi-turn question answering
(1)
logical coherence
(1)
property graph
(1)
hierarchical synthesis
(1)
api migration
(1)
evolution knowledge
(1)
common weakness enumeration
(1)
hardware description language
(1)
hardware vulnerability detection
(1)
code completion
(1)
Papers
VerilogLAVD: LLM-Aided Pattern Generation for Verilog CWE Detection
ACL 2026
APIMig: A Project-Level Cross-Multi-Version API Migration Framework Based on Evolution Knowledge Graph
IJCAI 2025
CSTree-SRI: Introspection-Driven Cognitive Semantic Tree for Multi-Turn Question Answering over Extra-Long Contexts
ACL 2025
SecV: LLM-based Secure Verilog Generation with Clue-Guided Exploration on Hardware-CWE Knowledge Graph
IJCAI 2025