icml-2026

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

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

[ICML 2026] Let LLMs invent and evolve languages for efficient reasoning.

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

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

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

[ICML 2026] GRACE-VLM: deployable INT4 Qwen3-VL via quantization-aware distillation.

[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".

[ICML 2026] Orienting Latent Actions for Video World Modeling

[𝗜𝗖𝗠𝗟 𝟮𝟬𝟮𝟲] Dispersion loss counteracts embedding condensation and improves generalization in small language models

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

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

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

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

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

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

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

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

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

[ICML2026] The official code of "Beyond Gemini-3-Pro: Revisiting LLM Routing and Aggregation at Scale"