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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 205

  2. Awesome-LLM4AD Awesome-LLM4AD Public

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

    1.1k 56

  3. Bench2Drive Bench2Drive Public

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

    Python 1.1k 70

  4. ThinkMatch ThinkMatch Public

    A research protocol for deep graph matching.

    Python 850 120

  5. R3Det_Tensorflow R3Det_Tensorflow Public

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

    Python 547 121

  6. Crossformer Crossformer Public

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

    Python 508 90

Repositories

Showing 10 of 60 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++ 22 2 0 0 Updated Feb 12, 2025
  • LOS Public

    Official Implementation of Our ICLR 2025 Paper "Rethinking Classifier Re-Training in Long-Tailed Recognition: Label Over-Smooth Can Balance"

    Thinklab-SJTU/LOS’s past year of commit activity
    Python 1 0 0 0 Updated Feb 11, 2025
  • 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 Feb 11, 2025
  • UniCO Public

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

    Thinklab-SJTU/UniCO’s past year of commit activity
    Python 1 0 0 0 Updated Feb 11, 2025
  • 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 1,069 70 12 0 Updated Feb 5, 2025
  • T2TCO Public

    [NeurIPS 2023] T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization

    Thinklab-SJTU/T2TCO’s past year of commit activity
    Python 58 MIT 7 0 0 Updated Jan 27, 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

    Thinklab-SJTU/Fast-T2T’s past year of commit activity
    Python 6 0 0 0 Updated Jan 14, 2025
  • ACM-MILP Public

    Code for our paper: ACM-MILP: Adaptive Constraint Modification via Grouping and Selection for Hardness-Preserving MILP Instance Generation

    Thinklab-SJTU/ACM-MILP’s past year of commit activity
    Python 11 0 0 0 Updated Jan 3, 2025
  • Bench2Drive-Jittor Public
    Thinklab-SJTU/Bench2Drive-Jittor’s past year of commit activity
    Python 4 0 0 0 Updated Dec 31, 2024
  • ReLIZO Public
    Thinklab-SJTU/ReLIZO’s past year of commit activity
    Python 7 0 0 0 Updated Dec 30, 2024
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