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    48 repositories

    • DSP_CAM

      Public
      DSP_CAM project (accepted by DAC2025)
      Python
      •0•0•0•0•Updated Apr 9, 2025Apr 9, 2025

    • Clementi

      Public
      Clementi code repo (accepted by SIGMOD2025)
      C++
      •0•2•0•0•Updated Apr 5, 2025Apr 5, 2025

    • xtra-server-terms

      Public
      Terms of Use of Xtra Computing Servers
      MIT License
      •0•0•0•0•Updated Apr 1, 2025Apr 1, 2025

    • thundergbm

      Public
      ThunderGBM: Fast GBDTs and Random Forests on GPUs
      machine-learningrandom-forestgpucudagbdt
      C++
      •
      Apache License 2.0
      •88•696•39•0•Updated Mar 19, 2025Mar 19, 2025

    • ModelGo

      Public
      TeX
      •
      Apache License 2.0
      •1•6•0•0•Updated Feb 28, 2025Feb 28, 2025

    • LIP_MLNC

      Public
      Implementation of ICLR' 25 paper “Multi-Label Node Classification with Label Influence Propagation".
      Python
      •2•6•0•0•Updated Feb 28, 2025Feb 28, 2025

    • hacc_demo

      Public
      Shell
      •4•17•0•0•Updated Feb 19, 2025Feb 19, 2025

    • SLM_Summary_Benchmark

      Public
      [NAACL2025] Evaluating Small Language Models for News Summarization: Implications and Factors Influencing Performance
      Python
      •0•0•0•0•Updated Feb 7, 2025Feb 7, 2025

    • FedTree

      Public
      A tree-based federated learning system (MLSys 2023)
      federated-learninggradient-boosting-decision-treesdistributed
      C++
      •
      Apache License 2.0
      •41•147•7•0•Updated Jan 20, 2025Jan 20, 2025

    • VertiBench

      Public
      Feature partitioner by imbalance or correlation (ICLR 2024)
      Jupyter Notebook
      •
      Apache License 2.0
      •1•16•0•0•Updated Jan 15, 2025Jan 15, 2025

    • RUSH

      Public
      A fast library for real-time burst subgraph detection
      Python
      •1•5•0•0•Updated Dec 15, 2024Dec 15, 2024

    • FeT

      Public
      Federated Transformer (NeurIPS 24): a framework to enhance the performance of multi-party Vertical Federated Learning involving fuzzy identifiers
      Python
      •
      Apache License 2.0
      •1•37•0•0•Updated Dec 14, 2024Dec 14, 2024

    • CryptoTrade

      Public
      [EMNLP 2024] CryptoTrade: A Reflective LLM-based Agent to Guide Zero-shot Cryptocurrency Trading https://aclanthology.org/2024.emnlp-main.63.pdf
      Jupyter Notebook
      •
      Other
      •18•85•0•0•Updated Dec 1, 2024Dec 1, 2024

    • .github

      Public
      0•0•0•0•Updated Oct 29, 2024Oct 29, 2024

    • Cryptocurrency-Graphs-of-graphs

      Public
      Multi-Chain Graphs of Graphs: A New Approach to Analyzing Blockchain Datasets (NeurIPS 24)
      Python
      •
      Other
      •2•4•1•0•Updated Oct 29, 2024Oct 29, 2024

    • PyOE

      Public
      Python library for data stream learning
      Python
      •
      MIT License
      •0•28•0•0•Updated Sep 11, 2024Sep 11, 2024

    • Awesome-Literature-ILoGs

      Public
      Awesome literature on imbalanced learning on graphs
      awesomeimbalanced-learninggraph-representation-learningimbalanced-learning-on-graphsgraph-neural-networks
      MIT License
      •9•75•1•0•Updated Sep 11, 2024Sep 11, 2024

    • OEBench

      Public
      OEBench: Investigating Open Environment Challenges in Real-World Relational Data Streams (VLDB 2024)
      Python
      •2•13•0•0•Updated Aug 27, 2024Aug 27, 2024

    • DeltaBoost

      Public
      GBDT-based model with efficient unlearning (SIGMOD 2023)
      C++
      •
      Apache License 2.0
      •2•7•0•0•Updated May 31, 2024May 31, 2024

    • thundersvm

      Public
      ThunderSVM: A Fast SVM Library on GPUs and CPUs
      cudaregressionclassificationone-class-learningc-plus-plusgpulibsvm
      C++
      •
      Apache License 2.0
      •221•1.6k•82•5•Updated Apr 1, 2024Apr 1, 2024

    • ConsisGAD

      Public
      Python
      •
      MIT License
      •3•22•1•0•Updated Mar 15, 2024Mar 15, 2024

    • PMP

      Public
      Python
      •5•16•2•0•Updated Mar 15, 2024Mar 15, 2024

    • SOFF

      Public
      Python
      •
      MIT License
      •4•19•0•0•Updated Mar 13, 2024Mar 13, 2024

    • NIID-Bench

      Public
      Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)
      benchmarkfederated-learningfeature-imbalancelabel-imbalancefederated-learning-benchmark
      Python
      •
      MIT License
      •119•588•0•0•Updated Feb 26, 2024Feb 26, 2024

    • LightRW

      Public
      C++
      •1•6•0•0•Updated Jan 26, 2024Jan 26, 2024

    • FedOV

      Public
      Towards Addressing Label Skews in One-Shot Federated Learning (ICLR 2023)
      Python
      •
      MIT License
      •1•17•0•0•Updated Nov 2, 2023Nov 2, 2023

    • FedGMA

      Public
      Communication-Efficient Generalized Neuron Matching for Federated Learning (ICPP'23)
      Python
      •
      MIT License
      •0•1•0•0•Updated Jul 30, 2023Jul 30, 2023

    • Awesome-Prompt-For-Research

      Public
      Awesome prompts for computer science research including paper editting and code debugging
      MIT License
      •0•2•0•0•Updated Jul 14, 2023Jul 14, 2023

    • SimFL

      Public
      Practical Federated Gradient Boosting Decision Trees (AAAI 2020)
      C++
      •8•18•1•0•Updated May 10, 2023May 10, 2023

    • FedSim

      Public
      A coupled vertical federated learning framework that boosts the model performance with record similarities (NeurIPS 2022)
      federated-learningvertical-federated-learningpytorch
      Python
      •
      Apache License 2.0
      •5•26•0•0•Updated Mar 28, 2023Mar 28, 2023