Hongyu Zhang
@orion-orionLearning Theory | Online Optimization | Data Mining | Member of Shimodaira Lab
Language Breakdown
Lines of code distribution across 22 owned repositories
T-Shaped Developer
T-shapedDeep in Python with broad versatility
Collaboration Network
Global Impact visualization
Repos
27
PRs
0
Growth
+18%
Top Collaborators
No collaborator data yet.
Coding Streak
Contribution activity over the past year
github-nakasho
@github-nakasho
hijkzzz
@hijkzzz
Xianliang Li
@yinleung
Takashi Ishida
@takashiishida
Hiroki Naganuma
@Hiroki11x
Top Repositories
⚙ 本项目为SWPU数据库原理及应用大作业《西柚外卖订餐系统》，基于Python+Flask+MySQL开发，轻量简洁
🔨 用Python+Numpy+Pytorch实现《数值分析》(Timothy Sauer著) 的所有算法。
🔬 FedCom为SWPU2022届本科毕业设计《基于社区检测的多任务聚类联邦学习》。本研究提出了一种多任务聚类联邦学习（clustered federated learning, CFL）的新方法，该方法的特点是基于社区检测（community detection）来进行聚类簇的动态划分。
🔨 A toolbox for federated learning, aiming to provide implementations of FedAvg, FedProx, Ditto, etc. in multiple versions, such as Pytorch/Tensorflow, single-machine/distributed, synchronized/asynchronous.
🎈 2020年中国高校计算机大赛(C4)－网络技术挑战赛EP2决赛赛项：基于CNN+LSTM时空神经网络的在线流量分类模型。
🔨 使用Spark/Pytorch实现分布式算法，包括图/矩阵计算（graph/matrix computation）、随机算法、优化（optimization）和机器学习。参考刘铁岩《分布式机器学习》和CME 323课程
🔬 [SDM'24] This is the source code and baselines of our paper FedDCSR: Federated Cross-domain Sequential Recommendation via Disentangled Representation Learning.
⚙ 本项目为SWPU程序设计综合实践大作业 用C++结合Qt框架写的程序设计实践大作业《京东物流管理系统》
🔨 跨域序列推荐（Cross-Domain Sequential Recommendation）的算法工具箱，旨在提供序列推荐、跨域推荐、跨域序列方法的baseline实现。目前本工具箱已包括TiSASRec、CoNet、PINet、MIFN这四种方法的实现。
🔬 [ECML-PKDD'24] This is the source code and baselines of our paper FedHCDR: Federated Cross-Domain Recommendation with Hypergraph Signal Decoupling.
Open Source Impact
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