Chunming Hu
20 papers · 2021–2026 · 8 venues · across top CS/AI venues
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Machine Learning
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Deep Learning
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Natural Language Processing
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cross-lingual transfer
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named entity recognition
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graph neural network
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knowledge distillation
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contrastive learning
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text classification
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representation learning
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adversarial learning
(2)
domain adaptation
(2)
neural network
(2)
graph representation learning
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privacy leakage
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zero-shot learning
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prototype learning
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relation extraction
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data augmentation
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natural language processing
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multi-source learning
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reinforcement learning
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differential privacy
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Papers
Adversarial Metric Learning for Fine-Grained Emotion Classification
ACL 2026
Implicit Word Reordering with Knowledge Distillation for Cross-Lingual Dependency Parsing
AAAI 2025
Improving Data Annotation for Low-Resource Relation Extraction with Logical Rule-Augmented Collaborative Language Models
NAACL 2025
Mitigating Message Imbalance in Fraud Detection with Dual-View Graph Representation Learning
IJCAI 2025
Prompt-based Unifying Inference Attack on Graph Neural Networks
AAAI 2025
DA-Net: A Disentangled and Adaptive Network for Multi-Source Cross-Lingual Transfer Learning
AAAI 2024
Discrepancy and Uncertainty Aware Denoising Knowledge Distillation for Zero-Shot Cross-Lingual Named Entity Recognition
AAAI 2024
Improving Zero-Shot Cross-Lingual Transfer via Progressive Code-Switching
IJCAI 2024
Open-Set Semi-Supervised Text Classification via Adversarial Disagreement Maximization
ACL 2024
Poincaré Differential Privacy for Hierarchy-Aware Graph Embedding
AAAI 2024
Uncovering the Redundancy in Graph Self-supervised Learning Models
NeurIPS 2024
Adversarial Word Dilution as Text Data Augmentation in Low-Resource Regime
AAAI 2023
Multi-View Robust Graph Representation Learning for Graph Classification
IJCAI 2023
Path Spuriousness-aware Reinforcement Learning for Multi-Hop Knowledge Graph Reasoning
EACL 2023
ProKD: An Unsupervised Prototypical Knowledge Distillation Network for Zero-Resource Cross-Lingual Named Entity Recognition
AAAI 2023
An Unsupervised Multiple-Task and Multiple-Teacher Model for Cross-lingual Named Entity Recognition
ACL 2022
E-VarM: Enhanced Variational Word Masks to Improve the Interpretability of Text Classification Models
COLING 2022
Explicit Role Interaction Network for Event Argument Extraction
EMNLP 2022
Open-Topic False Information Detection on Social Networks with Contrastive Adversarial Learning
EMNLP 2022
Keyphrase Extraction with Incomplete Annotated Training Data
EMNLP 2021