Xiaofeng Ma
3 papers · 2025–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(12)
Top co-authors
Research topics
Machine Learning
(3)
Application Areas
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Applications · Natural Language Processing
(1)
Applications · Data Science & Analytics
(1)
Core AI
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Keywords
quantization
(1)
federated learning
(1)
reinforcement learning
(1)
information retrieval
(1)
document retrieval
(1)
dense retrieval
(1)
embedding similarity
(1)
first-order logic
(1)
communication overhead
(1)
generalization performance
(1)
communication cost
(1)
logical consistency
(1)
zero-shot retrieval
(1)
bit-width allocation
(1)
dense retriever
(1)
neural-symbolic reasoning
(1)
negative queries
(1)
training trajectory
(1)
negative-constraint query
(1)
neural symbolic method
(1)
Papers
FedSMU: Communication-Efficient and Generalization-Enhanced Federated Learning through Symbolic Model Updates
ICML 2025
LBI-FL: Low-Bit Integerized Federated Learning with Temporally Dynamic Bit-Width Allocation
ICML 2025
Logical Consistency is Vital: Neural-Symbolic Information Retrieval for Negative-Constraint Queries
ACL 2025