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Furao Shen

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Papers (11)

  1. Beyond What to Select: A Plug-and-play Oscillatory Data-Volume Scheduling for Efficient Model Training cs.LG · 2026 · author #6
  2. Beyond Point-wise Neural Collapse: A Topology-Aware Hierarchical Classifier for Class-Incremental Learning cs.CV · 2026 · author #6
  3. Region Seeding via Pre-Activation Regularization: A Geometric View of Piecewise Affine Neural Networks cs.LG · 2026 · author #3
  4. AffineLens: Capturing the Continuous Piecewise Affine Functions of Neural Networks cs.LG · 2026 · author #3
  5. Training-Time Batch Normalization Reshapes Local Partition Geometry in Piecewise-Affine Networks cs.LG · 2026 · author #4
  6. Towards Realistic Class-Incremental Learning with Free-Flow Increments cs.LG · 2026 · author #4
  7. Data Agent: Learning to Select Data via End-to-End Dynamic Optimization cs.LG · 2026 · author #7
  8. Pushing the Limits of Distillation-Based Continual Learning via Classifier-Proximal Lightweight Plugins cs.LG · 2025 · author #4
  9. Super Interaction Neural Network cs.CV · 2019 · author #4
  10. Label Mapping Neural Networks with Response Consolidation for Class Incremental Learning cs.LG · 2019 · author #5
  11. Operation-aware Neural Networks for User Response Prediction cs.IR · 2019 · author #3

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