Congzheng Song
6 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (5) π Cross-Pollinator (11)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(24)
π£
Hot Topic Early Bird
Conferences
EMNLP (2)
NIPS (2)
ICLR (1)
IJCAI (1)
Top co-authors
Keywords
federated learning
(2)
multi-label classification
(2)
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 datum
(1)
memory optimization
(1)
private learning
(1)
simulation framework
(1)
mobile device
(1)
parameter-efficient finetuning
(1)
gradient-based attack
(1)
generalized zero-shot learning
(1)
Papers
Memory-Efficient Backpropagation for Fine-Tuning LLMs on Resource-Constrained Mobile Devices
EMNLP 2025
$\texttt{pfl-research}$: simulation framework for accelerating research in Private Federated Learning
NIPS 2024
FLAIR: Federated Learning Annotated Image Repository
NIPS 2022
Adversarial Semantic Collisions
EMNLP 2020
Overlearning Reveals Sensitive Attributes
ICLR 2020
Generalized Zero-Shot Text Classification for ICD Coding
IJCAI 2020