Jinyu Zhang
6 papers · 2025–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (14) π Conference Polyglot (3) πΊοΈ Taxonomy Completionist (22) π§ Keyword Pioneer π Renaissance Researcher (5)
π
Interdisciplinary Bridge
β
Rising Star
(5)
β‘
Prolific Year
(5)
Conferences
AAAI (4)
COLING (1)
IJCAI (1)
Top co-authors
Keywords
large language model
(3)
parameter-efficient tuning
(2)
knowledge distillation
(2)
semantic parsing
(2)
sequential recommendation
(2)
continual learning
(2)
privacy-preserving learning
(1)
message passing
(1)
expert selection
(1)
graph transformer
(1)
linear attention
(1)
lightweight model
(1)
entity extraction
(1)
graph convolutional network
(1)
personalized recommendation
(1)
natural language interface
(1)
subspace alignment
(1)
visually rich document
(1)
visual document
(1)
graph capsule network
(1)
Papers
SafeNLIDB: A Privacy-Preserving Safety Alignment Framework for LLM-based Natural Language Database Interfaces
AAAI 2026
Lightweight Yet Fine-Grained: A Graph Capsule Convolutional Network with Subspace Alignment for Shared-Account Sequential Recommendation
AAAI 2025
Filling Memory Gaps: Enhancing Continual Semantic Parsing via SQL Syntax Variance-Guided LLMs Without Real Data Replay
AAAI 2025
SAIL: Sample-Centric In-Context Learning for Document Information Extraction
AAAI 2025
Discarding the Crutches: Adaptive Parameter-Efficient Expert Meta-Learning for Continual Semantic Parsing
COLING 2025
CoLA-Former: Graph Transformer Using Communal Linear Attention for Lightweight Sequential Recommendation
IJCAI 2025