icml-2026 开源项目推荐（100 个）

zhaoyang97 /Paper-Notes

📚 数千篇 AI · LLM · NLP · CV 顶会论文解读，每篇 5 分钟读懂核心思想。

Correr-Zhou /OmniShow

[ICML 2026] ByteDance's All-in-One Video Generation Model for Human-Object Interaction Video Generation

microsoft /World-R1

[ICML 2026] World-R1: Reinforcing 3D Constraints for Text-to-Video Generation

guyyariv /DyPE

[ICML 2026] Official implementation for "DyPE: Dynamic Position Extrapolation for Ultra High Resolution Diffusion".

tomtommyyuan /spmind

[ICML 2026] Autonomous AI agent for end-to-end spatial proteomics analysis, with SP-Bench for agentic multiplexed-imaging workflows.

Graph-COM /CKA-Agent

[ICML 2026 & ICLR 2026 AIWILD] Official Implementation of the CKA-Agent, "The Trojan Knowledge: Bypassing Commercial LLM Guardrails via Harmless Prompt Weaving and Adaptive Tree Search".

ForeverBlue816 /GRACE

[ICML 2026] GRACE: deployable INT4 VLM via quantization-aware distillation.

gaorch85 /Graph-of-States

[ICML 2026] A neuro-symbolic framework for abductive reasoning that grounds multi-agent collaboration in structured belief states using a causal graph and state machine.

showlab /Olaf-World

[ICML 2026] Orienting Latent Actions for Video World Modeling

ChenLiu-1996 /LM-Dispersion

[𝗜𝗖𝗠𝗟 𝟮𝟬𝟮𝟲] 分散损失抵消嵌入凝聚并提升小语言模型的泛化能力

Atlamtiz /Sonar-TS

Search-Then-Verify natural language querying over time series databases (ICML 2026). Includes NLQTSBench.

xiaofengShi /MechVQA

ICML 2026 benchmark and MechVL models for multimodal understanding of mechanical engineering drawings.

SamsungLabs /NanoQuant

[ICML 2026] NanoQuant: Efficient Sub-1-Bit Quantization of Large Language Models

tongdaxu /VQ-VAE-from-Gaussian-VAE

Official implementation of (ICML 2026) Training-Free Vector Quantization via Gaussian VAEs

LMMMEng /CaRE

[ICML 2026] Scaling Continual Learning to 300+ Tasks with Bi-Level Routing Mixture-of-Experts

BorgwardtLab /TEDBench

Protein Fold Classification at Scale: Benchmarking and Pretraining (ICML 2026 oral)

senngadaisuki /disentangled-latent-action-world-models

Official implementation of the ICML 2026 paper "DiLA: Disentangled Latent Action World Models".

konstantinosmitsides /dreaming-in-code

Dreaming in Code for Curriculum Learning in Open-Ended Worlds – ICML 2026

David-cripto /IDLM

(ICML 2026) IDLM: Inverse-distilled Diffusion Language Models

zay002 /SplAttN

[ICML 2026 Spotlight] Official PyTorch implementation of “SplAttN: Bridging 2D and 3D with Gaussian Soft Splatting and Attention for Point Cloud Completion”.