Weimin Wu

Ph.D. Candidate, Computer Science, Northwestern University
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AI For Biology

GenomeOcean: An Efficient Genome Foundation Model Trained on Large-Scale Metagenomic Assemblies

Zhihan Zhou, Robert Riley, Satria Kautsar, Weimin Wu, Rob Egan, Steven Hofmeyr, Shira Goldhaber-Gordon, Mutian Yu, Harrison Ho, Fengchen Liu, Feng Chen, Rachael Morgan-Kiss, Lizhen Shi, Han Liu, Zhong Wang

2025

View PDF https://www.biorxiv.org/content/10.1101/2025....

DNABERT-S: LEARNING SPECIES-AWARE DNA EMBEDDING WITH GENOME FOUNDATION MODELS

Zhihan Zhou*, Weimin Wu*, Harrison Ho, Jiayi Wang, Lizhen Shi, Ramana V Davuluri, Zhong Wang, Han Liu

2024

View PDF https://arxiv.org/abs/2402.08777

LLM Theory

On Statistical Rates of Conditional Diffusion Transformers: Approximation, Estimation and Minimax Optimality

Jerry Yao-Chieh Hu*, Weimin Wu*, Yi-Chen Lee*, Yu-Chao Huang*, Minshuo Chen, Han Liu

International Conference on Learning Representations (ICLR) 2025

View PDF https://arxiv.org/abs/2411.17522

On Statistical Rates and Provably Efficient Criteria of Latent Diffusion Transformers (DiTs)

Jerry Yao-Chieh Hu*, Weimin Wu*, Zhuoru Li, Zhao Song, Han Liu

Advances in Neural Information Processing Systems 38 (NeurIPS) 2024

View PDF https://arxiv.org/pdf/2407.01079

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