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@Thinklab-SJTU

Thinklab (SJTU & SII)

ReThinklab at Shanghai Jiao Tong University and SII, focusing on machine learning and applications, led by Prof. Junchi Yan.

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  1. awesome-ml4co awesome-ml4co Public

    Awesome machine learning for combinatorial optimization papers.

    Python 2.2k 241

  2. Bench2Drive Bench2Drive Public

    [NeurIPS 2024 Datasets and Benchmarks Track] Closed-Loop E2E-AD Benchmark Enhanced by World Model RL Expert

    Python 1.9k 144

  3. Awesome-LLM4AD Awesome-LLM4AD Public

    A curated list of awesome LLM/VLM/VLA/World Model for Autonomous Driving(LLM4AD) resources (continually updated)

    1.9k 113

  4. ThinkMatch ThinkMatch Public

    A research protocol for deep graph matching.

    Python 882 117

  5. Crossformer Crossformer Public

    Official implementation of our ICLR 2023 paper "Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Series Forecasting"

    Python 705 115

  6. R3Det_Tensorflow R3Det_Tensorflow Public

    Code for AAAI 2021 paper: R3Det: Refined Single-Stage Detector with Feature Refinement for Rotating Object

    Python 544 116

Repositories

Showing 10 of 83 repositories
  • Awesome-LLM4AD Public

    A curated list of awesome LLM/VLM/VLA/World Model for Autonomous Driving(LLM4AD) resources (continually updated)

    Thinklab-SJTU/Awesome-LLM4AD's past year of commit activity
    1,890 Apache-2.0 113 1 1 Updated Sep 22, 2026
  • ML4CO-Kit Public

    A Python toolkit for Machine Learning (ML) practices for Combinatorial Optimization (CO).

    Thinklab-SJTU/ML4CO-Kit's past year of commit activity
    C 80 14 2 3 Updated Sep 15, 2026
  • ML4CO-Bench-101 Public

    ML4CO-Bench-101: Benchmark Machine Learning for Classic Combinatorial Problems on Graphs.

    Thinklab-SJTU/ML4CO-Bench-101's past year of commit activity
    Python 53 4 2 0 Updated Sep 5, 2026
  • ThinkMatch Public

    A research protocol for deep graph matching.

    Thinklab-SJTU/ThinkMatch's past year of commit activity
    Python 882 117 2 1 Updated Aug 13, 2026
  • Bench2Drive Public

    [NeurIPS 2024 Datasets and Benchmarks Track] Closed-Loop E2E-AD Benchmark Enhanced by World Model RL Expert

    Thinklab-SJTU/Bench2Drive's past year of commit activity
    Python 1,949 144 56 3 Updated Aug 11, 2026
  • Bench2DriveZoo Public

    BEVFormer, UniAD, VAD in Closed-Loop CARLA Evaluation with World Model RL Expert Think2Drive

    Thinklab-SJTU/Bench2DriveZoo's past year of commit activity
    Python 398 64 38 7 Updated Aug 11, 2026
  • TrajTok Public

    [ICLR 2026][WOSAC 2025 1st] TrajTok: What makes for a good trajectory tokenizer in behavior generation?

    Thinklab-SJTU/TrajTok's past year of commit activity
    Python 36 7 4 0 Updated Jul 27, 2026
  • awesome-ml4co Public

    Awesome machine learning for combinatorial optimization papers.

    Thinklab-SJTU/awesome-ml4co's past year of commit activity
    Python 2,168 241 0 0 Updated Jul 19, 2026
  • GenSCO Public

    [NeurIPS 2025] Generation as Search Operator for Test-Time Scaling of Diffusion-Based Combinatorial Optimization

    Thinklab-SJTU/GenSCO's past year of commit activity
    Python 13 0 0 0 Updated Jul 11, 2026
  • MaskCO Public

    [ICLR 2026] MaskCO: Masked Generation Drives Effective Representation Learning and Exploiting for Combinatorial Optimization

    Thinklab-SJTU/MaskCO's past year of commit activity
    Python 9 3 0 0 Updated Jul 11, 2026