[ACL 2025] The code repository for "Mitigating Visual Forgetting via Take-along Visual Conditioning for Multi-modal Long CoT Reasoning" in PyTorch.

ACL'2025: SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs. and preprint: SoftCoT++: Test-Time Scaling with Soft Chain-of-Thought Reasoning

[CVPR 2026] Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens

Claude Code skill: translate English PDFs to Chinese via pdf2zh, preserving layout/formulas/figures.

Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It contains papers, codes, datasets, evaluations, and analyses.

Latent Video Cache for Video Reasoning

GitHub Pages site for the Next-Generation AI Systems paper

Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe

Official codebase for the paper Latent Visual Reasoning

Fully open reproduction of DeepSeek-R1

An Elegant Academic Homepage Builder

[ECCV 2026] Demystifying Video Reasoning

[ACL 2026] Render-of-Thought: Rendering Textual Chain-of-Thought as Images for Visual Latent Reasoning

[ICML 2026] Multimodal deep-research MLLM and benchmark. The first long-horizon multimodal deep-research MLLM, extending the number of reasoning turns to dozens and the number of search-engine inte…

[AAAI'2026] Let's Think with Images Efficiently! An Interleaved-Modal Chain-of-Thought Reasoning Framework with Dynamic and Precise Visual Thoughts

OMNIFLOW

[ICML 2026] Official implementation of "Open-o3 Video: Grounded Video Reasoning with Explicit Spatio-Temporal Evidence"

一个用于在 macOS 上平滑你的鼠标滚动效果或单独设置滚动方向的小工具, 让你的滚轮爽如触控板 | A lightweight tool used to smooth scrolling and set scroll direction independently for your mouse on macOS

Open-source evaluation toolkit of large multi-modality models (LMMs), support 220+ LMMs, 80+ benchmarks

OpenCompass is an LLM evaluation platform, supporting a wide range of models (Llama3, Mistral, InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, etc) over 100+ datasets.

A Systematic Survey of Deep Research

🔥🔥🔥 Latest Papers, Codes and Datasets on Video-LMM Post-Training

We introduce Reasoning via Video, a new paradigm that uses maze-solving video generation to probe multimodal reasoning; our VR-Bench shows that fine-tuned video models consistently outperform stron…

verl/HybridFlow: A Flexible and Efficient RL Post-Training Framework

[ICML 2026 Spotlight] Latent Collaboration in Multi-Agent Systems

[ECCV 2026] Official repo of "Chain-of-Visual-Thought: Teaching VLMs to See and Think Better with Continuous Visual Tokens"

Lightweight Image Video Action Generation Inference Framework

This is a collection of recent papers on reasoning in video generation models.

Thinking with Videos from Open-Source Priors. We reproduce chain-of-frames visual reasoning by fine-tuning open-source video models. Give it a star 🌟 if you find it useful.