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@Thinklab-SJTU

Thinklab@SJTU

Thinklab at Shanghai Jiao Tong University, led by Prof. Junchi Yan.

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  1. awesome-ml4co awesome-ml4co Public

    Awesome machine learning for combinatorial optimization papers.

    Python 1.7k 201

  2. Bench2Drive Bench2Drive Public

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

    Python 1.3k 85

  3. Awesome-LLM4AD Awesome-LLM4AD Public

    A curated list of awesome LLM for Autonomous Driving resources (continually updated)

    1k 53

  4. ThinkMatch ThinkMatch Public

    A research protocol for deep graph matching.

    Python 840 120

  5. R3Det_Tensorflow R3Det_Tensorflow Public

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

    Python 546 122

  6. Crossformer Crossformer Public

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

    Python 487 86

Repositories

Showing 10 of 56 repositories
  • 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++ 3 0 0 0 Updated Dec 2, 2024
  • 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 161 12 7 1 Updated Dec 2, 2024
  • EDA-AI Public

    Implementations of DeepPlace, PRNet, HubRouter, PreRoutGNN and FlexPlanner.

    Thinklab-SJTU/EDA-AI’s past year of commit activity
    Raku 211 MIT 48 11 0 Updated Nov 26, 2024
  • 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 1,300 85 7 0 Updated Nov 2, 2024
  • ReLIZO Public
    Thinklab-SJTU/ReLIZO’s past year of commit activity
    Python 3 0 0 0 Updated Oct 25, 2024
  • PredictiveCO-Benchmark Public

    [NeurIPS 2024 Datasets and Benchmarks Track] Benchmarking PtO and PnO Methods in the Predictive Combinatorial Optimization Regime

    Thinklab-SJTU/PredictiveCO-Benchmark’s past year of commit activity
    Python 11 1 0 0 Updated Oct 24, 2024
  • BiLAF Public

    Official implementation of Our NeurIPS 2024 Paper "Boundary Matters: A Bi-Level Active Finetuning Method"

    Thinklab-SJTU/BiLAF’s past year of commit activity
    Python 10 0 0 0 Updated Oct 23, 2024
  • ROCO Public

    Implementation of our ICLR 2023 paper "ROCO: A General Framework for Evaluating Robustness of Combinatorial Optimization Solvers on Graphs".

    Thinklab-SJTU/ROCO’s past year of commit activity
    C 20 1 0 0 Updated Oct 23, 2024
  • pygmtools Public

    A Python Graph Matching Toolkit.

    Thinklab-SJTU/pygmtools’s past year of commit activity
    Python 312 20 2 0 Updated Oct 21, 2024
  • NAR-CO-Solver Public

    Official implementation non-autoregressive combinatorial optimizaiton solvers, covering our ICLR 2023 paper and SCIENTIA SINICA Informationis paper

    Thinklab-SJTU/NAR-CO-Solver’s past year of commit activity
    Python 32 6 0 0 Updated Sep 27, 2024
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