Demin Song
7 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (12) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(24)
π£
Hot Topic Early Bird
Conferences
ACL (3)
EMNLP (2)
COLING (1)
NIPS (1)
Top co-authors
Keywords
code generation
(4)
large language model
(4)
instruction tuning
(2)
pre-training datum
(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
CritiQ: Mining Data Quality Criteria from Human Preferences
ACL 2025
Case2Code: Scalable Synthetic Data for Code Generation
COLING 2025
UnitCoder: Scalable Code Synthesis from Pre-training Corpora
EMNLP 2025
AlchemistCoder: Harmonizing and Eliciting Code Capability by Hindsight Tuning on Multi-source Data
NIPS 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