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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 1.8k 212

  2. Bench2Drive Bench2Drive Public

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

    Python 1.2k 70

  3. Awesome-LLM4AD Awesome-LLM4AD Public

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

    1.2k 61

  4. ThinkMatch ThinkMatch Public

    A research protocol for deep graph matching.

    Python 859 121

  5. R3Det_Tensorflow R3Det_Tensorflow Public

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

    Python 546 119

  6. Crossformer Crossformer Public

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

    Python 538 90

Repositories

Showing 10 of 62 repositories
  • PredictiveCO-Benchmark Public

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

    Python 19 MIT 1 0 0 Updated Mar 24, 2025
  • Fast-T2T Public

    [NeurIPS2024] Fast T2T: Optimization Consistency Speeds Up Diffusion-Based Training-to-Testing Solving for Combinatorial Optimization; [NeurIPS2023] T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization

    Python 10 0 0 0 Updated Mar 24, 2025
  • ML4CO-Kit Public

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

    C++ 41 3 0 0 Updated Mar 23, 2025
  • ThinkMatch Public

    A research protocol for deep graph matching.

    Python 859 121 1 1 Updated Mar 21, 2025
  • ML4TSPBench Public

    Official implementation of ICLR 2025 paper: "Unify ML4TSP: Drawing Methodological Principles for TSP and Beyond from Streamlined Design Space of Learning and Search".

    C 32 0 0 0 Updated Mar 14, 2025
  • awesome-ml4co Public

    Awesome machine learning for combinatorial optimization papers.

    Python 1,821 212 0 0 Updated Mar 12, 2025
  • DriveTransformer Public
    62 1 1 0 Updated Mar 7, 2025
  • EasyNAS Public
    Python 2 0 0 0 Updated Feb 26, 2025
  • UniCO Public

    [ICLR 2025] UniCO: On Unified Combinatorial Optimization via Problem Reduction to Matrix-Encoded General TSP

    Python 5 0 0 0 Updated Feb 19, 2025
  • Bench2Drive Public

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

    Python 1,211 70 20 0 Updated Feb 18, 2025
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