Summary of Spatio-Temporal Representation Learning Models.

[Pytorch] The repo contains the code for "FORGE: Forming Semantic Identifiers for Generative Retrieval in Industrial Datasets"

[CVPR 2025] Uni4D: Unifying Visual Foundation Models for 4D Modeling from a Single Video

Rate-Adaptive Quantization: A Multi-Rate Codebook Adaptation for Vector Quantization-based Generative Models

Code for "FlashWorld: High-quality 3D Scene Generation within Seconds"

Minimal reproduction of OneRec

FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/

[ICCV 2023] - Composed Image Retrieval on Common Objects in context (CIRCO) dataset

[CVPR 2025] Official implementation for "Empowering LLMs to Understand and Generate Complex Vector Graphics" https://arxiv.org/abs/2412.11102

[EMNLP 2025] Awesome RAG Reasoning Resources

WildSeg3D: Segment Any 3D Objects in the Wild from 2D Images

Examples for Recommenders - easy to train and deploy on accelerated infrastructure.

[ICLR 2024] Official repository for "Vision-by-Language for Training-Free Compositional Image Retrieval"

Public repository for Skills

Contexts Optical Compression

Single File, Single GPU, From Scratch, Efficient, Full Parameter Tuning library for "RL for LLMs"

KDD2025, Generative Next POI Recommendation with Semantic ID

[ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."

Code for the paper "Bottleneck Minimal Indexing for Generative Document Retrieval" accepted by ICML 2024

CPPO: Accelerating the Training of Group Relative Policy Optimization-Based Reasoning Models (NeurIPS 2025)

QeRL enables RL for 32B LLMs on a single H100 GPU.

Official PyTorch Implementation of "Diffusion Transformers with Representation Autoencoders"

Official implement of CIKM2025: 《UniECS: Unified Multimodal E-Commerce Search Framework with Gated Cross-modal Fusion》