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• Neural Collapse with Cross-Entropy Loss
  2020 · 12 citations
• The probability flow ODE is provably fast
  2023 · 5 citations
• Single Time-scale Actor-critic Method to Solve the Linear Quadratic Regulator with Convergence Guarantees
  2022 · 4 citations
• Quantum variational embedding for ground-state energy problems: sum of squares and cluster selection
  2023 · 1 citations
• More Efficient Randomized Exploration for Reinforcement Learning via Approximate Sampling
  2024 · 1 citations
• A Mathematical Introduction to Diffusion Models
  2026
• Landscape Analysis of Excited States Calculation over Quantum Computers
  2025
• FedCure: Mitigating Participation Bias in Semi-Asynchronous Federated Learning with Non-IID Data
  2025
• DaringFed: A Dynamic Bayesian Persuasion Pricing for Online Federated Learning under Two-sided Incomplete Information
  2025
• Quantum Orbital Minimization Method for Excited States Calculation on Quantum Computer
  2022
• Posterior sampling via Langevin dynamics based on generative priors
  2024
• Towards characterizing the value of edge embeddings in Graph Neural Networks
  2024
• TRAIL: Trust-Aware Client Scheduling for Semi-Decentralized Federated Learning
  2024
• FedCross: Intertemporal Federated Learning Under Evolutionary Games
  2024