Xinge Ma
7 papers · 2021–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (6) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (2)
ACL (1)
COLING (1)
EMNLP (1)
IJCNLP (1)
SEMEVAL (1)
Top co-authors
Keywords
knowledge graph
(3)
sequence labeling
(3)
multi-label classification
(2)
knowledge distillation
(2)
natural language processing
(2)
federated learning
(2)
model compression
(2)
bayesian optimization
(1)
zeroth-order optimization
(1)
pre-trained language model
(1)
communication overhead
(1)
structured pruning
(1)
pretrained language model
(1)
inference attack
(1)
bidirectional encoder representations from transformer
(1)
calibration datum
(1)
large language model
(1)
parameter-efficient deployment
(1)
black-box learning
(1)
scientific term
(1)
Papers
Sample-aware Adaptive Structured Pruning for Large Language Models
AAAI 2025
Data-Free Black-Box Federated Learning via Zeroth-Order Gradient Estimation
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
ACL 2021
YNU-HPCC at SemEval-2021 Task 11: Using a BERT Model to Extract Contributions from NLP Scholarly Articles
IJCNLP 2021
YNU-HPCC at SemEval-2021 Task 11: Using a BERT Model to Extract Contributions from NLP Scholarly Articles
SEMEVAL 2021