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@Thinklab-SJTU

Thinklab@SJTU

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

Popular repositories

  1. awesome-ml4co awesome-ml4co Public

    Awesome machine learning for combinatorial optimization papers.

    Python 1.5k 185

  2. ThinkMatch ThinkMatch Public

    A research protocol for deep graph matching.

    Python 799 121

  3. Awesome-LLM4AD Awesome-LLM4AD Public

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

    666 36

  4. R3Det_Tensorflow R3Det_Tensorflow Public

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

    Python 539 122

  5. Crossformer Crossformer Public

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

    Python 373 70

  6. pygmtools pygmtools Public

    A Python Graph Matching Toolkit.

    Python 270 18

Repositories

Showing 10 of 48 repositories
  • 63 5 0 0 Updated May 31, 2024
  • ThinkMatch Public

    A research protocol for deep graph matching.

    Python 799 121 3 0 Updated May 30, 2024
  • UP2ME Public

    Official implementation of our ICML 2024 paper "UP2ME: Univariate Pre-training to Multivariate Fine-tuning as a General-purpose Framework for Multivariate Time Series Analysis"

    Python 5 Apache-2.0 0 0 0 Updated May 29, 2024
  • T2TCO Public

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

    Python 40 MIT 4 0 0 Updated May 28, 2024
  • NAR-CO-Solver Public

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

    Python 26 4 0 0 Updated May 20, 2024
  • MorphGrower Public

    Official implementation for MorphGrower (ICML2024)

    5 0 0 0 Updated May 14, 2024
  • ACM-MILP Public

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

    Python 6 MIT 0 0 0 Updated May 14, 2024
  • EasyNAS Public
    Python 1 0 0 0 Updated May 14, 2024
  • Python 21 Apache-2.0 1 1 0 Updated May 11, 2024
  • GAL-VNE Public

    Official Implementation of KDD 2023 paper: "GAL-VNE: Solving the VNE Problem with Global Reinforcement Learning and Local One-Shot Neural Prediction"

    Python 9 GPL-3.0 0 0 0 Updated May 4, 2024