 Counter-Current Learning: A Biologically Plausible Dual Network Approach
for Deep LearningNeural Information Processing Systems (NeurIPS), 2024 |
 Contrastive Learning in Memristor-based Neuromorphic SystemsIEEE Workshop on Signal Processing Systems (SiPS), 2024 |
 Towards Interpretable Deep Local Learning with Successive Gradient
ReconciliationInternational Conference on Machine Learning (ICML), 2024 |
 FedImpro: Measuring and Improving Client Update in Federated LearningInternational Conference on Learning Representations (ICLR), 2024 |
 Go beyond End-to-End Training: Boosting Greedy Local Learning with
Context SupplyIEEE Transactions on Artificial Intelligence (IEEE TAI), 2023 |
 DeepZero: Scaling up Zeroth-Order Optimization for Deep Model TrainingInternational Conference on Learning Representations (ICLR), 2023 |
 Module-wise Training of Neural Networks via the Minimizing Movement
SchemeNeural Information Processing Systems (NeurIPS), 2023 |
