Ting-An Chen
4 papers · 2022–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
AAAI (1)
CVPR (1)
ICCV (1)
NIPS (1)
Top co-authors
Keywords
model compression
(2)
federated learning
(1)
admm optimization
(1)
model quantization
(1)
catastrophic forgetting
(1)
domain adaptation
(1)
efficient inference
(1)
class imbalance
(1)
lifelong learning
(1)
client heterogeneity
(1)
distribution alignment
(1)
prompt tuning
(1)
quantization-aware training
(1)
client-type customization
(1)
aggregation scheme
(1)
performance uniformity
(1)
replay datum
(1)
variance scaling
(1)
group customization
(1)
correlation preservation
(1)
Papers
FedGCR: Achieving Performance and Fairness for Federated Learning with Distinct Client Types via Group Customization and Reweighting
AAAI 2024
Overcoming Forgetting Catastrophe in Quantization-Aware Training
ICCV 2023
ClimbQ: Class Imbalanced Quantization Enabling Robustness on Efficient Inferences
NIPS 2022
AlignQ: Alignment Quantization With ADMM-Based Correlation Preservation
CVPR 2022