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MLNLP：本仓库整理人工智能会议（如 ACL、EMNLP、NAACL、COLING、AAAI、IJCAI、ICLR、NeurIPS、ICML 等）中开源代码的论文。

Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)

Pointcept: Perceive the world with sparse points, a codebase for point cloud perception research. Latest works: Utonia (ICML'26), Concerto (NeurIPS'25), Sonata (CVPR'25 Highlight), PTv3 (CVPR'24 Oral)

Official repository for "VideoPrism: A Foundational Visual Encoder for Video Understanding" (ICML 2024)

[ICML 2026] RLAnything & DemyAgent: General and scalable agentic RL algorithms across terminal, GUI, SWE, and tool-call settings

Official implementation of LittleBit (NeurIPS 2025) and its follow-up LittleBit-2 (ICML 2026)

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

The official repository of FlashSinkhorn [ICML 2026 Oral]

[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 interactions to hundreds.

[ICML 2026] effGen: Enabling Small Language Models as Capable Autonomous Agents

[ICML 2026] Official codebase for "Causal Forcing: Autoregressive Diffusion Distillation Done Right for High-Quality Real-Time Interactive Video Generation" & Causal Forcing++

[ICML 2026] Official Repo for Fast-SAM3D: 3Dfy Anything in Images but Faster

Official Code for "GeoPT: Scaling Physics Simulation via Lifted Geometric Pre-Training" (ICML 2026) https://arxiv.org/pdf/2602.20399

[ICML 2026] 4RC: 4D Reconstruction via Conditional Querying Anytime and Anywhere

[ICML 2026] ZwZ model family: SOTA fine-grained perception performace; ZoomBench: a new challenging perception benchmark

[ICML'26] Code and website for Self-Flow: Self-Supervised Flow Matching for Scalable Multi-Modal Synthesis

[ICML 2026] XSkill: Continual Learning from Experience and Skills in Multimodal Agents

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

[ICML 2026] Coloring the Noise: Adversarial Sobolev Alignment for Faithful Image Super Resolution (Official Implementation)

Lifecycle-Aware Memory for long-horizon LLM agents — 66.05% on PaperBench, 94.66% on SurveyBench, 10 peer-reviewed acceptances at FSE/ICML/TOSEM/AEI/ICoGB

【ICML 2026】GemDepth: Geometry-Embedded Features for 3D-Consistent Video Depth

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

3,516 curated Figure 1 / teasers from ICLR, ICML, NeurIPS, CVPR, ACL, AAAI (2023-2026), with tier badges and FigureForge retrieval-augmented figure drafting