yaoyao1995 Goto Github PK

followers: 64.0 following: 63.0 repos: 102.0 gists: 0.0

Name: Yao Yao

Type: User

Company: Futureverse

Bio: PhD. Student, Tsinghua-Berkeley Shenzhen Institute, Tsinghua University

Location: Shenzhen

🙋 About Me

🎓 PhD Student,1D Lab-Intelligent Transportation and Logistics Systems, Tsinghua-Berkeley Shenzhen Institute, Tsinghua University, ShenZhen, China
💻 Research Intern, Futureverse, Auckland, New Zealand (Work remotely in China)
📚 Research Interest: Machine Learning, Reinforcement Learning, AIGC
🌐 Publications, visit the Google scholars website: https://scholar.google.com/citations?user=hNO0NdEAAAAJ&hl=zh-CN
🙌 More informantion about me: https://orcid.org/0000-0001-9887-4301

📚️ Selected Research Papers

My full paper list is shown at my google scholar page .

📓 First-author papers

Yao Y, Liu B, Zeng J, et al. i-Razor: A Neural Input Razor for Feature Selection and Dimension Search in Recommender Systems[J].arXiv preprint arXiv:2204.00281, 2022.
Yao Y, Shen J, Xu J, et al. CLS: Cross Labeling Supervision for Semi-Supervised Learning[J]. arXiv preprint arXiv:2202.08502, 2022.
Yao Y, Xiao L, An Z, et al. Sample Efficient Reinforcement Learning via Model-Ensemble Exploration and Exploitation[C]. (ICRA 2021)
Yao Y, Xiao X, Zhang C, et al. Stability analysis of an SDILR model based on rumor recurrence on social media[J]. (Physica A: Statistical Mechanics and its Applications, 2019).
Yao Y, Xiao X, Zhang C, et al. Classifying Quality Centrality for Source Localization in Social Networks[C]. (ICWS 2018)

📔 Co-first-author papers (Names are in Alphabetical Order)

Cao X, Yao Y, Li L, et al. iGrow: A Smart Agriculture Solution to Autonomous Greenhouse Control[C]. (AAAI 2022)
An Z, Cao X, Yao Y, et al. A Simulator-based Planning Framework for Optimizing Autonomous Greenhouse Control Strategy[C]. (ICAPS 2021)

🚀 Actions on Github

Yao Yao's Projects

gqylpy-dict

基于内置 dict，它是对内置 dict 的增强。内置 dict 能做的它都能做，内置 dict 不能做的它更能做。

howtocook

程序员在家做饭方法指南。Programmer's guide about how to cook at home (Chinese only).

hummingbird

蜂鸟物联网平台是由Golang编写的超轻量级物联网平台，具有轻量级、快速、极低的内存占用等特性，特别适用于个人开发者或初创公司承接中小型物联网项目。

hyperparameter-optimization-of-machine-learning-algorithms

Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)

imagebind

ImageBind One Embedding Space to Bind Them All

imgurl

基于github的图片管理系统/免费 https://wishmelz.github.io/imgurl ；基于Imgur的免费图床：https://github.com/WishMelz/imgur

k8s_paas

如何基于K8s(Kubernetes)部署成PaaS/DevOps(一套完整的软件研发和部署平台)--教程/学习(实战代码/欢迎讨论/大量注释/操作配图)，你将习得部署如：K8S(Kubernetes)、Dashboard、Harbor、Jenkins、本地Gitlab、Apollo框架、Promtheus、Grafana、Spinnaker等。

mbpo

Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"

meee

Code to reproduce the experiments in Sample Efficient Reinforcement Learning via Model-Ensemble Exploration and Exploitation (MEEE).

meihu-beautyface-sdk

美狐美颜sdk，支持美颜滤镜(Beauty Filter)、面具特效(Mask the special effects)、贴纸(Software/Hardware Encoder) 、滤镜(LUTs)

oms-erp

一站式全渠道业务中台系统包括订单管理系统OMS/电商ERP、库存WMS统一管理系统和SAP财务管理系统等，实现快速部署，并帮助企业后续自主进行开发迭代，实现数字化转型，并有多个经典案例。中台系统包括：通用业务中台、强大的技术中台Springcloud/Istio、后续开发方案的设计，技术(K8S,SERVERLESS)及管理人员的培训等。

The corresponding paper has been accepted as a Spotlight at the 33rd British Machine Vision Conference (BMVC 2022), and an extended version of it is currently being submitted to the Special Issue of the International Journal of Computer Vision (IJCV) for BMVC 2022.