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Trending research repos by velocity

Official code repositories from CS/AI/ML papers, ranked by 7-day GitHub star velocity — not total size. Framework giants are excluded and stars are only a credibility gate, so this surfaces the mid-tier work builders are adopting right now, not last year's canon. Every repo is the paper's own, backlink-verified implementation.

Updated Jul 21, 2026 · refreshed daily

  1. 1
    LanceZPF/agent-as-a-routerSpiking
    23.8Agent-as-a-Router: Agentic Model Routing for Coding Tasks
    1.2kLast commit Jun 29, 2026
    +261/wk
  2. 2
    AIFrontierLab/TorchUMMSpiking
    20.1LatentUMM: Dual Latent Alignment for Unified Multimodal Models
    Show all 2 papers
    632Last commit Sep 1, 2026 · active
    +155/wk
  3. 3
    jinyangwu/SEEDSpiking
    25.2SEED: Self-Evolving On-Policy Distillation for Agentic Reinforcement Learning
    270Last commit Jul 17, 2026
    +145/wk
  4. 4
    kvcache-ai/MooncakeSpiking
    21.6Surviving Partial Rank Failures in Wide Expert-Parallel MoE Inference
    Show all 3 papers
    6.5kLast commit Sep 10, 2026 · active
    +118/wk
  5. 5
    HKUDS/VideoAgent↓ cooling
    11.9VideoAgent: All-in-One Framework for Video Understanding and Editing
    1.9kLast commit Jul 22, 2026
    +103/wk↓ cooling
  6. 6
    Boogu-Project/Boogu-ImageSpiking
    43.6Boogu-Image-0.1: Boosting Open-Source Unified Multimodal Understanding and Generation
    982Last commit Jul 23, 2026
    +101/wk
  7. 7
    starVLA/starVLA
    24.7StarVLA-$α$: Reducing Complexity in Vision-Language-Action Systems
    Show all 2 papers
    3.6kLast commit Sep 5, 2026 · active
    +97/wk
  8. 8
    yaojingang/geo-citation-labSpiking
    13.9From Citation Selection to Citation Absorption: A Measurement Framework for Generative Engine Optimization Across AI Search Platforms
    676Last commit Aug 9, 2026
    +88/wk
  9. 9
    limix-ldm-ai/LimiX↓ cooling
    8.1LimiX-2M: Mitigating Low-Rank Collapse and Attention Bottlenecks in Tabular Foundation Models
    4.1kLast commit Jun 16, 2026
    +86/wk↓ cooling
  10. 10
    seclaw-eval/seclaw-eval↓ cooling
    38.4SeClaw: Spec-Driven Security Task Synthesis for Evaluating Autonomous Agents
    252Last commit Jul 13, 2026
    +70/wk↓ cooling
  11. 11
    KlingAIResearch/MetaViewSpiking
    17.7MetaView: Monocular Novel View Synthesis with Scale-Aware Implicit Geometry Priors
    132Last commit Aug 5, 2026
    +69/wk
  12. 12
    DLYuanGod/MegaTrainSpiking
    17.8MegaTrain: Full Precision Training of 100B+ Parameter Large Language Models on a Single GPU
    692Last commit Aug 31, 2026 · active
    +66/wk
  13. 13
    Tencent/AngelSlim
    26.2DFlare: Scaling Up Draft Capacity for Block Diffusion Speculative Decoding
    Show all 4 papers
    1.6kLast commit Sep 4, 2026 · active
    +66/wk
  14. 14
    u7079256/paperjury
    22.3PaperJury: Due-Process Review for Bounded LaTeX Revision
    1.1kLast commit Aug 14, 2026 · active
    +64/wk
  15. 15
    zibuyu-02/IQA-T1Spiking
    19.7IQA-T1: Tool-based Visual Evidence Reasoning for Image Quality Assessment
    283Last commit Jul 20, 2026
    +64/wk
  16. 16
    ekimetrics/adaptive-chunking
    20.5Adaptive Chunking: Optimizing Chunking-Method Selection for RAG
    389Last commit Jul 6, 2026
    +62/wk
  17. 17
    zai-org/GLM-OCR↓ cooling
    58.4GLM-OCR Technical Report
    7.4kLast commit Apr 21, 2026
    +62/wk↓ cooling
  18. 18
    zjunlp/LightMemSpiking
    55.0Rethinking Memory as Continuously Evolving Connectivity
    Show all 3 papers
    1.1kLast commit Sep 5, 2026 · active
    +62/wk

Methodology. Repos are grouped (one repo → its papers) and ranked by stars gained in the last 7 days. We apply a star ceiling (framework giants excluded), a minimum-stars credibility floor, and require a backlink-verified official paper repo. Curated list / survey / guide repos are filtered out.

official paper repo · Spiking = accelerating · new this week = gained most of its stars in the window · ↓ cooling = decelerating vs the prior week. Star counts are a credibility gate, never the ranking.