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@LogosRoboticsGroup

Logos Robotics

Logos Robotics Group lead by Professor Li Zhang at the Shanghai Innovation Institute (SII) and the School of Data Science, Fudan University.

Popular repositories Loading

  1. SPAR SPAR Public

    From Flatland to Space (SPAR). Accepted to NeurIPS 2025 Datasets & Benchmarks. A large-scale dataset & benchmark for 3D spatial perception and reasoning in VLMs.

    Python 77 1

  2. VeteranAD VeteranAD Public

    [AAAI 2026] Perception in Plan: Coupled Perception and Planning for End-to-End Autonomous Driving

    Python 67 5

  3. SeerDrive SeerDrive Public

    [NeurIPS 2025] Future-Aware End-to-End Driving: Bidirectional Modeling of Trajectory Planning and Scene Evolution

    Python 52 3

  4. 4D-VLA 4D-VLA Public

    4D-VLA: Spatiotemporal Vision-Language-Action Pretraining with Cross-Scene Calibration. Accepted to NeurIPS 2025.

    Python 48 2

  5. ProphRL ProphRL Public

    Reinforcing Action Policies by Prophesying

    40

  6. SGDrive SGDrive Public

    SGDrive: Scene-to-Goal Hierarchical World Cognition for Autonomous Driving

    39 1

Repositories

Showing 10 of 10 repositories
  • DeFi Public

    [ICLR 2026] Disentangled Robot Learning via Separate Forward and Inverse Dynamics Pretraining

    LogosRoboticsGroup/DeFi’s past year of commit activity
    1 Apache-2.0 0 0 0 Updated Feb 8, 2026
  • Polaris Public

    [ICRA 2026] Relative Position Matters: Trajectory Prediction and Planning with Polar Representation

    LogosRoboticsGroup/Polaris’s past year of commit activity
    Python 11 1 0 0 Updated Feb 5, 2026
  • SeerDrive Public

    [NeurIPS 2025] Future-Aware End-to-End Driving: Bidirectional Modeling of Trajectory Planning and Scene Evolution

    LogosRoboticsGroup/SeerDrive’s past year of commit activity
    Python 52 MIT 3 3 0 Updated Feb 4, 2026
  • UniMotion Public

    [NeurIPS 2025] UniMotion: A Unified Motion Framework for Simulation, Prediction and Planning

    LogosRoboticsGroup/UniMotion’s past year of commit activity
    3 MIT 0 0 0 Updated Feb 3, 2026
  • UnifiedGRPO Public
    LogosRoboticsGroup/UnifiedGRPO’s past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Feb 1, 2026
  • SGDrive Public

    SGDrive: Scene-to-Goal Hierarchical World Cognition for Autonomous Driving

    LogosRoboticsGroup/SGDrive’s past year of commit activity
    39 1 0 0 Updated Jan 16, 2026
  • 4D-VLA Public

    4D-VLA: Spatiotemporal Vision-Language-Action Pretraining with Cross-Scene Calibration. Accepted to NeurIPS 2025.

    LogosRoboticsGroup/4D-VLA’s past year of commit activity
    Python 48 MIT 2 2 0 Updated Jan 10, 2026
  • SPAR Public

    From Flatland to Space (SPAR). Accepted to NeurIPS 2025 Datasets & Benchmarks. A large-scale dataset & benchmark for 3D spatial perception and reasoning in VLMs.

    LogosRoboticsGroup/SPAR’s past year of commit activity
    Python 77 1 1 0 Updated Jan 5, 2026
  • VeteranAD Public

    [AAAI 2026] Perception in Plan: Coupled Perception and Planning for End-to-End Autonomous Driving

    LogosRoboticsGroup/VeteranAD’s past year of commit activity
    Python 67 MIT 5 2 0 Updated Dec 25, 2025
  • ProphRL Public

    Reinforcing Action Policies by Prophesying

    LogosRoboticsGroup/ProphRL’s past year of commit activity
    40 0 1 0 Updated Nov 26, 2025

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