Jing Fan
9 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(22)
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(4)
Natural Language Processing
(4)
Core Methods
(3)
Learning Types
(3)
Optimization & Theory · Machine Learning
(3)
Deep Learning
(2)
Architectures
(2)
Core AI
(2)
Generation
(2)
Learning Paradigms · Artificial Intelligence
(2)
Understanding
(2)
Applications
(1)
Learning Paradigms · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
contrastive learning
(2)
membrane potential dynamics
(2)
spiking neural network
(2)
few-shot learning
(2)
surrogate gradient
(2)
named entity recognition
(2)
natural language inference
(1)
adaptive learning
(1)
temporal dynamics
(1)
text summarization
(1)
deep neural network
(1)
semantic role labeling
(1)
class imbalance
(1)
membrane potential
(1)
neuromorphic computing
(1)
semantic embedding
(1)
information extraction
(1)
knowledge graph
(1)
gradient optimization
(1)
grammatical error correction
(1)
Papers
Business as Rulesual: A Benchmark and Framework for Business Rule Flow Modeling with LLMs
ACL 2026
DS-ATGO: Dual-Stage Synergistic Learning via Forward Adaptive Threshold and Backward Gradient Optimization for Spiking Neural Networks
AAAI 2026
Adaptive Gradient Learning for Spiking Neural Networks by Exploiting Membrane Potential Dynamics
IJCAI 2025
HS-GC: Holistic Semantic Embedding and Global Contrast for Effective Text Clustering
COLING 2024
Improving Grammatical Error Correction by Correction Acceptability Discrimination
COLING 2024
KCL: Few-shot Named Entity Recognition with Knowledge Graph and Contrastive Learning
COLING 2024
Evaluating Factual Consistency of Texts with Semantic Role Labeling
ACL 2023
Task-adaptive Label Dependency Transfer for Few-shot Named Entity Recognition
ACL 2023
Improving the Accuracy of Learning Example Weights for Imbalance Classification
ICLR 2022