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thundersvm
ThunderSVM: A Fast SVM Library on GPUs and CPUsthundergbm
ThunderGBM: Fast GBDTs and Random Forests on GPUsNIID-Bench
Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)FedTree
A tree-based federated learning system (MLSys 2023)ThunderGP
HLS-based Graph Processing Framework on FPGAsMedusa
Medusa: Building GPU-based Parallel Sparse Graph Applications with Sequential C/C++ CodeAwesome-Literature-ILoGs
Awesome literature on imbalanced learning on graphsG3
G3: A Programmable GNN Training System on GPUbriskstream
A Multicore, NUMA Optimised Data Stream Processing SystemThunderRW
Source code of "ThunderRW: An In-Memory Graph Random Walk Engine" published in VLDB'2021 - By Shixuan Sun, Yuhang Chen, Shengliang Lu, Bingsheng He and Yuchen LiFedSim
A coupled vertical federated learning framework that boosts the model performance with record similarities (NeurIPS 2022)PrivML
SOFF
SimFL
Practical Federated Gradient Boosting Decision Trees (AAAI 2020)ForkGraph
ThundeRiNG
Fast Multiple Independent Random Number Sequences Generation on FPGAshacc_demo
ReGraph
Scaling Graph Processing on HBM-enabled FPGAs with Heterogeneous PipelinesVine
Accelerating Exact Constrained Shortest Paths on GPUsConsisGAD
PathEnum
Source code of "PathEnum: Towards Real-Time Hop-Constrained s-t Path Enumeration", published in SIGMOD'2021 - By Shixuan Sun, Yuhang Chen, Bingsheng He, and Bryan HooiFedOV
Towards Addressing Label Skews in One-Shot Federated Learning (ICLR 2023)VertiBench
Vertical partitioned dataset generatoromniDB
General query processing engineOEBench
OEBench: Investigating Open Environment Challenges in Real-World Relational Data Streams (VLDB 2024)HashjoinOnHARP
The MAIN project of the paper "Is FPGA useful for Hash Joins?"LightRW
On-the-fly-data-shuffling-for-OpenCL-based-FPGAs
Pyper
KGraph
Concurrent Graph Query Processing with Memoization on GraphDeltaBoost
GBDT-based model with efficient unlearning (SIGMOD 2023)PMP
ModelGo
Awesome-Prompt-For-Research
Awesome prompts for computer science research including paper editting and code debuggingMelia
FedGMA
Communication-Efficient Generalized Neuron Matching for Federated Learning (ICPP'23)HashJoin_HMA
A hash join implementation optimized for many-core processors with die-stacked HBMsClementi
Clementi: A Scalable Multi-FPGA Graph Processing FrameworkLove Open Source and this site? Check out how you can help us