Junhua Zhao
4 papers · 2023–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(12)
🏆
Keyword Champion
(2)
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Application Areas
(3)
Learning Paradigms · Artificial Intelligence
(2)
Learning Paradigms · Machine Learning
(2)
Optimization & Theory
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Natural Language Processing
(1)
Core AI
(1)
Learning Types
(1)
Methods
(1)
Models
(1)
Resources & Methods
(1)
Keywords
gradient conflict
(2)
gradient descent
(2)
multi-objective optimization
(2)
federated learning
(2)
language model
(1)
right to be forgotten
(1)
privacy leakage
(1)
generative agent
(1)
event analysis
(1)
news event
(1)
federated unlearning
(1)
reflection mechanism
(1)
layer-wise optimization
(1)
large language model
(1)
news integration
(1)
multi-gradient descent
(1)
layer-wise fair direction
(1)
model aggregation
(1)
time series forecasting
(1)
convergence guarantee
(1)
Papers
Federated Unlearning with Gradient Descent and Conflict Mitigation
AAAI 2025
FedLF: Layer-Wise Fair Federated Learning
AAAI 2024
From News to Forecast: Integrating Event Analysis in LLM-Based Time Series Forecasting with Reflection
NeurIPS 2024
FedMDFG: Federated Learning with Multi-Gradient Descent and Fair Guidance
AAAI 2023