Demin Song
8 papers · 2021–2026 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(26)
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Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(6)
Core AI
(6)
Deep Learning
(5)
Learning Types · Machine Learning
(5)
Application Areas
(4)
Learning Types · Deep Learning
(4)
Natural Language Processing
(3)
Computer Science
(2)
Applications
(2)
Generation
(2)
Models
(2)
Resources & Methods
(2)
Architectures
(1)
Learning Paradigms
(1)
Keywords
large language model
(5)
code generation
(4)
instruction tuning
(2)
pretraining data
(2)
adversarial attack
(1)
knowledge base
(1)
text classification
(1)
iterative refinement
(1)
masked language model
(1)
backdoor attack
(1)
data quality
(1)
language model
(1)
data selection
(1)
pre-trained model
(1)
model fine-tuning
(1)
adversarial purification
(1)
synthetic data generation
(1)
data harmonization
(1)
code comprehension
(1)
data augmentation
(1)
Papers
Exploring Visual Pretraining for Learning Language Intelligence
CVPR 2026
Case2Code: Scalable Synthetic Data for Code Generation
COLING 2025
CritiQ: Mining Data Quality Criteria from Human Preferences
ACL 2025
UnitCoder: Scalable Code Synthesis from Pre-training Corpora
EMNLP 2025
AlchemistCoder: Harmonizing and Eliciting Code Capability by Hindsight Tuning on Multi-source Data
NeurIPS 2024
Code Needs Comments: Enhancing Code LLMs with Comment Augmentation
ACL 2024
Text Adversarial Purification as Defense against Adversarial Attacks
ACL 2023
Backdoor Attacks on Pre-trained Models by Layerwise Weight Poisoning
EMNLP 2021