Congzheng Song
6 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (24) 🐣 Hot Topic Early Bird
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Deep Learning
(4)
Application Areas
(3)
Core AI
(3)
Learning Paradigms · Artificial Intelligence
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Analysis
(1)
Applications
(1)
Core Methods
(1)
Learning Paradigms · Machine Learning
(1)
Keywords
multi-label classification
(2)
federated learning
(2)
bias detection
(1)
distributed learning
(1)
document retrieval
(1)
gradient estimation
(1)
distributed training
(1)
hierarchical structure
(1)
semantic similarity
(1)
adversarial attack
(1)
memory efficiency
(1)
zeroth-order optimization
(1)
parameter-efficient fine-tuning
(1)
heterogeneous data
(1)
memory optimization
(1)
private learning
(1)
simulation framework
(1)
privacy protection
(1)
mobile device
(1)
sensitive attribute
(1)
Papers
Memory-Efficient Backpropagation for Fine-Tuning LLMs on Resource-Constrained Mobile Devices
EMNLP 2025
pfl-research: simulation framework for accelerating research in Private Federated Learning
NeurIPS 2024
FLAIR: Federated Learning Annotated Image Repository
NeurIPS 2022
Adversarial Semantic Collisions
EMNLP 2020
Generalized Zero-Shot Text Classification for ICD Coding
IJCAI 2020
Overlearning Reveals Sensitive Attributes
ICLR 2020