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UC Berkeley
- Berkeley, CA, USA
- chao1224.github.io
- https://orcid.org/0000-0003-2030-2367
- @Shengchao_Liu
- in/chao1224
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Official implementation of "MeshDiffusion: Score-based Generative 3D Mesh Modeling" (ICLR 2023 Spotlight)
Examples of Verbalized Machine Learning (VML)
A Text-guided Protein Design Framework, Nat Mach Intell 2025
[NeurIPS 2024 Best Paper][GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ult…
A generative world for general-purpose robotics & embodied AI learning.
List of molecules (small molecules, RNA, peptide, protein, enzymes, antibody, and PPIs) conformations and molecular dynamics (force fields) using generative artificial intelligence and deep learning
Code for “FlowMM Generating Materials with Riemannian Flow Matching” and "FlowLLM: Flow Matching for Material Generation with Large Language Models as Base Distributions"
PyTorch code and models for V-JEPA self-supervised learning from video.
Official Pytorch Implementation of Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think (ICLR 2025)
ORB forcefield models from Orbital Materials
ICML23 "Latent Traversals in Generative Models as Potential Flows"
High-Resolution Image Synthesis with Latent Diffusion Models
awesome papers in LLM interpretability
FoldFlow: SE(3)-Stochastic Flow Matching for Protein Backbone Generation
OFFICIAL: AnteChamber PYthon Parser interfacE
Computing the Committor with the Committor: an Anatomy of the Transition State Ensemble
High accuracy RAG for answering questions from scientific documents with citations
Evaluation dataset for AI systems intended to benchmark capabilities foundational to scientific research in biology
Multi-modal conditioning diffusion model for MOFs generation
Unsupervised Discovery of Steerable Factors When Graph Deep Generative Models Are Entangled, TMLR 2024
CARE: a Benchmark Suite for the Classification and Retrieval of Enzymes