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    43 repositories

    • BSARec

      Public
      An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention, AAAI-24
      Jupyter Notebook
      •6•0•0•0•Updated Oct 31, 2024Oct 31, 2024

    • NADE

      Public
      Python
      •
      MIT License
      •4•0•0•0•Updated Sep 16, 2024Sep 16, 2024

    • PANDA

      Public
      🐼PANDA: Expanded Width-Aware Message Passing Beyond Rewiring, ICML 2024
      Python
      •
      MIT License
      •3•0•0•0•Updated Sep 16, 2024Sep 16, 2024

    • awesome-bigdyl

      Public
      A curated list of publications from BigDyL
      awesome-list
      1•1•0•0•Updated Sep 16, 2024Sep 16, 2024

    • STG-NCDE

      Public
      "Graph Neural Controlled Differential Equations for Traffic Forecasting", AAAI 2022
      Python
      •
      MIT License
      •25•0•0•0•Updated Sep 14, 2024Sep 14, 2024

    • PAD

      Public
      Precursor-of-Anomaly Detection
      Python
      •2•0•0•0•Updated Sep 13, 2024Sep 13, 2024

    • Hawkes-Process-Based-on-Controlled-Differential-Equations

      Public
      Python
      •
      MIT License
      •2•0•0•0•Updated Sep 13, 2024Sep 13, 2024

    • CONTIME

      Public
      Addressing prediction delays in time series forecasting: A continuous GRU Approach with derivative regularization
      Python
      •7•0•0•0•Updated Sep 13, 2024Sep 13, 2024

    • CTA

      Public
      [WSDM'24 Oral presentation] Official PyTorch Implementation of "Continuous-time Autoencoders for Regular and Irregular Time Series Imputation" (CTA)
      Python
      •3•0•0•0•Updated Sep 3, 2024Sep 3, 2024

    • .github

      Public
      0•0•0•0•Updated Aug 29, 2024Aug 29, 2024

    • BSPM

      Public
      Blurring-Sharpening Process Models for Collaborative Filtering, SIGIR'23
      Python
      •
      MIT License
      •9•0•0•0•Updated Aug 23, 2024Aug 23, 2024

    • one-shot-optimization

      Public
      This is the repository of our accepted CIKM 2022 paper "Prediction-based One-shot Dynamic Parking Pricing".
      Python
      •
      MIT License
      •3•0•0•0•Updated Aug 22, 2024Aug 22, 2024

    • svd-ae

      Public
      SVD-AE: Simple Autoencoders for Collaborative Filtering
      Python
      •
      MIT License
      •2•0•0•0•Updated Aug 22, 2024Aug 22, 2024

    • NCDENow_CIKM2024

      Public
      Python
      •2•0•0•0•Updated Jul 29, 2024Jul 29, 2024

    • datafreeshield

      Public
      The official implementation of "DataFreeShield: Defending Adversarial Attacks without Training Data" accepted in ICML 2024.
      Python
      •1•0•0•0•Updated Jul 24, 2024Jul 24, 2024

    • Parameterized-Physics-informed-Neural-Networks

      Public
      Python
      •1•0•0•0•Updated Jul 17, 2024Jul 17, 2024

    • hcmt

      Public
      Python
      •4•0•0•0•Updated May 3, 2024May 3, 2024

    • GREAD

      Public
      GREAD: Graph Neural Reaction-Diffusion Networks, ICML 2023
      Python
      •
      Apache License 2.0
      •3•0•0•0•Updated May 3, 2024May 3, 2024

    • CoDi

      Public
      Official code for "CoDi: Co-evolving Contrastive Diffusion Models for Mixed-type Tabular Synthesis", ICML 2023
      Python
      •5•0•0•0•Updated Jan 9, 2024Jan 9, 2024

    • BFNO-NODE

      Public
      Python
      •
      MIT License
      •2•0•0•0•Updated Jan 2, 2024Jan 2, 2024

    • Hyper-LR-PINN

      Public
      Python
      •
      MIT License
      •4•0•0•0•Updated Jan 2, 2024Jan 2, 2024

    • ANCDE

      Public
      Attentive Neural Controlled Differential Equations for Time-series Classification and Forecasting
      Python
      •7•0•0•0•Updated Nov 8, 2023Nov 8, 2023

    • EXIT

      Public
      EXIT : Extrapolation and Interpolation-based Neural Controlled Differential Equations for Time-series Classification and Forecasting
      Python
      •
      Apache License 2.0
      •1•0•0•0•Updated Oct 18, 2023Oct 18, 2023

    • ACE-NODE

      Public
      Attentive Co-Evolving Neural Ordinary Differential Equations
      Python
      •2•0•0•0•Updated Oct 16, 2023Oct 16, 2023

    • STaSy

      Public
      Official code for "STaSy: Score-based Tabular data Synthesis", ICLR 2023
      Python
      •6•0•0•0•Updated Aug 11, 2023Aug 11, 2023

    • SOS

      Public
      Python
      •
      Other
      •3•0•0•0•Updated Feb 10, 2023Feb 10, 2023

    • ITGAN

      Public
      https://openreview.net/forum?id=tvDBe6K8L5o
      Python
      •
      Other
      •3•0•0•0•Updated Feb 6, 2023Feb 6, 2023

    • LORD

      Public
      LORD: Lower-Dimensional Embedding of Log-Signature in Neural Rough Differential Equations(ICLR 2022)
      Python
      •1•0•0•0•Updated Nov 2, 2022Nov 2, 2022

    • OCTGAN

      Public
      PyTorch implementation for OCT-GAN Neural ODE-based Conditional Tabular GANs (WWW 2021)
      Python
      •1•14•1•0•Updated Oct 10, 2022Oct 10, 2022

    • GT-GAN

      Public
      Python
      •5•0•0•0•Updated Oct 6, 2022Oct 6, 2022