Xinge Ma
5 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Application Areas
(3)
Learning Paradigms
(3)
Optimization & Theory · Machine Learning
(2)
Deep Learning
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Applications
(1)
Core AI
(1)
Models
(1)
Optimization
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
natural language processing
(2)
federated learning
(2)
knowledge distillation
(2)
model compression
(2)
privacy-preserving learning
(1)
gradient estimation
(1)
importance estimation
(1)
bayesian optimization
(1)
knowledge graph
(1)
zeroth-order optimization
(1)
pre-trained language model
(1)
communication overhead
(1)
structured pruning
(1)
inference attack
(1)
calibration data
(1)
large language model
(1)
parameter-efficient deployment
(1)
black-box learning
(1)
reptile meta-learning
(1)
sequence labeling
(1)
Papers
Data-Free Black-Box Federated Learning via Zeroth-Order Gradient Estimation
AAAI 2025
Sample-aware Adaptive Structured Pruning for Large Language Models
AAAI 2025
FedID: Federated Interactive Distillation for Large-Scale Pretraining Language Models
EMNLP 2023
Knowledge Distillation with Reptile Meta-Learning for Pretrained Language Model Compression
COLING 2022
YNU-HPCC at SemEval-2021 Task 11: Using a BERT Model to Extract Contributions from NLP Scholarly Articles
SemEval 2021