Wei Huang
- Generalization Bound of Gradient Flow through Training Trajectory and Data-dependent Kernel
- How Does Label Noise Gradient Descent Improve Generalization in the Low SNR Regime?
- Less is More: an Attention-free Sequence Prediction Modeling for Offline Embodied Learning
- MindOmni: Unleashing Reasoning Generation in Vision Language Models with RGPO
- Rethinking Out-of-Distribution Detection and Generalization with Collective Behavior Dynamics
- Scaling Diffusion Transformers Efficiently via $\mu$P
- Scaling RL to Long Videos
- Towards Unsupervised Training of Matching-based Graph Edit Distance Solver via Preference-aware GAN
- Trained Mamba Emulates Online Gradient Descent in In-Context Linear Regression