Jinyu Zhang
6 papers · 2025–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(22)
⭐
Rising Star
(6)
⚡
Prolific Year · Productive
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Natural Language Processing
(4)
Deep Learning
(3)
Application Areas
(3)
Learning Paradigms
(3)
Learning Types · Machine Learning
(3)
Applications · Natural Language Processing
(2)
Architectures
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Resources & Methods
(2)
Data Science & Analytics
(1)
Applications · Data Science & Analytics
(1)
Core Methods
(1)
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)
visual document
(1)
graph capsule network
(1)
shared-account recommendation
(1)
Papers
SafeNLIDB: A Privacy-Preserving Safety Alignment Framework for LLM-based Natural Language Database Interfaces
AAAI 2026
CoLA-Former: Graph Transformer Using Communal Linear Attention for Lightweight Sequential Recommendation
IJCAI 2025
Discarding the Crutches: Adaptive Parameter-Efficient Expert Meta-Learning for Continual Semantic Parsing
COLING 2025
Filling Memory Gaps: Enhancing Continual Semantic Parsing via SQL Syntax Variance-Guided LLMs Without Real Data Replay
AAAI 2025
Lightweight Yet Fine-Grained: A Graph Capsule Convolutional Network with Subspace Alignment for Shared-Account Sequential Recommendation
AAAI 2025
SAIL: Sample-Centric In-Context Learning for Document Information Extraction
AAAI 2025