Zichen Ma
5 papers · 2021–2023 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(13)
🐣
Hot Topic Early Bird
📈
Trend Setter
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(2)
Learning Paradigms
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Core Methods
(1)
Generation
(1)
Models
(1)
Keywords
client heterogeneity
(2)
personalized federated learning
(2)
dialogue generation
(1)
convergence analysis
(1)
constrained optimization
(1)
knowledge graph
(1)
distance metric
(1)
convergence guarantee
(1)
convergence rate
(1)
data heterogeneity
(1)
personalized model
(1)
non-iid data
(1)
data synthesis
(1)
asynchronous aggregation
(1)
conversational recommendation
(1)
isometric embedding
(1)
projection algorithm
(1)
data-to-text generation
(1)
recommendation dialogue
(1)
dataset synthesis
(1)
Papers
AUGUST: an Automatic Generation Understudy for Synthesizing Conversational Recommendation Datasets
ACL 2023
Metric Nearness Made Practical
AAAI 2023
Asynchronous Personalized Federated Learning with
Irregular Clients
ACML 2022
PFedAtt: Attention-based Personalized Federated Learning on Heterogeneous Clients
ACML 2021
RevCore: Review-Augmented Conversational Recommendation
ACL 2021