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Difan Zou

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• Differentiable Evolutionary Reinforcement Learning
• Routing Matters in MoE: Scaling Diffusion Transformers with Explicit Routing Guidance
• A Convergence Analysis of Adaptive Optimizers under Floating-point Quantization
• How Does Label Noise Gradient Descent Improve Generalization in the Low SNR Regime?
• Hierarchical Koopman Diffusion: Fast Generation with Interpretable Diffusion Trajectory
• Understanding the Generalization of Stochastic Gradient Adam in Learning Neural Networks