教育背景

• 百度 & 清华大学软件学院

联合培养博士后 (2017 — 2019)

• 清华大学计算机系

工学博士 (2012 — 2017)

清华大学计算机系优秀博士毕业生

• 清华大学计算机系 & 纽约大学柯朗数学科学研究所

联合培养博士 (2015 — 2016)

• 北京邮电大学软件学院

工学学士 (2008 — 2012)

工作履历

• 百度在线网络技术(北京)有限公司

技术架构师 (2017年7月 — 至今)

连续三年(2019、2020、2021)获得百度技术中台体系(TPG)技术创新与应用奖。互联网地图时空多媒体数据的挖掘、检索,以及推荐技术负责人,管理和指导相关研发团队;致力于探索5G地图时空大数据的智能生产与精准分发解决方案。

社会兼职

• 中国人民大学信息资源管理学院

研究生行业导师 (2022 — 2024)

出版书籍

《Python机器学习及实践:从零开始通往Kaggle竞赛之路(2016年度版)》

范淼、李超 编著 (清华大学出版社)

源码地址(中国大陆):https://gitee.com/godfanmiao/ML-Kaggle-Gitee-2016

源码地址(港、澳、台,以及海外地区):https://github.com/godfanmiao/ML-Kaggle-Github-2016

《Python机器学习及实践:从零开始通往Kaggle竞赛之路(2022年度版)》

范淼 著 (清华大学出版社)

源码地址(中国大陆):https://gitee.com/godfanmiao/ML-Kaggle-Gitee-2022

源码地址(港、澳、台,以及海外地区):https://github.com/godfanmiao/ML-Kaggle-Github-2022

发表论文(部分)

Meta-Learned Spatial-Temporal POI Auto-Completion for the Search Engine at Baidu Maps

Miao Fan, Yibo Sun, Jizhou Huang, Haifeng Wang, Ying Li

KDD'21

HGAMN:Heterogeneous Graph Attention Matching Network for Multilingual POI Retrieval at Baidu Maps

Jizhou Huang, Haifeng Wang, Yibo Sun, Miao Fan, Zhengjie Huang, Chunyuan Yuan, Yawen Li

KDD'21

Curriculum Meta-Learning for Next POI Recommendation

Yudong Chen, Xin Wang, Miao Fan, Jizhou Huang, Shengwen Yang, Wenwu Zhu

KDD'21

DOLG:Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global Features

Min Yang, Dongliang He, Miao Fan, Baorong Shi, Xuetong Xue, Fu Li, Errui Ding, Jizhou Huang

ICCV'21

Semi-Supervised Variational Reasoning for Medical Dialogue Generation

Dongdong Li, Zhaochun Ren, Pengjie Ren, Zhumin Chen, Miao Fan, Jun Ma, Maarten de Rijke

SIGIR'21

GEDIT:Geographic-Enhanced and Dependency-Guided Tagging for Joint POI and Accessibility Extraction at Baidu Maps

Yibo Sun, Jizhou Huang, Yuanchun Yuan, Miao Fan, Haifeng Wang, Ming Liu, Bing Qin

CIKM'21

Understanding the Impact of the Covid-19 Pandemic on Transportation-related Behaviors with Human Mobility Data

Jizhou Huang, Haifeng Wang, Miao Fan, An Zhuo, Yibo Sun, Ying Li

KDD'20

Personalized Prefix Embedding for POI Auto-Completion in the Search Engine of Baidu Maps

Jizhou Huang, Haifeng Wang, Miao Fan, An Zhuo, Ying Li

KDD'20

A Reinforced Semi-supervised Neural Network for Helpful Review Identification

Yue Feng, Miao Fan, Mingming Sun, Ping Li

CIKM'20

Personalized Query Auto-Completion for Large-Scale POI Search at Baidu Maps

Ying Li, Jizhou Huang, Miao Fan, Jinyi Lei, Haifeng Wang, Enhong Chen

ACM TALLIP

MOBIUS:Towards the Next Generation of Query-Ad Matching in Baidu's Sponsored Search

Miao Fan, Jiacheng Guo, Shuai Zhu, Shuo Miao, Mingming Sun, Ping Li

KDD'19

MONOPOLY:Learning to Price Public Facilities for Revaluing Private Properties with Large-scale Urban Data

Miao Fan, Jizhou Huang, An Zhuo, Ying Li, Ping Li, Haifeng Wang

CIKM'19

Reinforced Product Metadata Selection for Helpfulness Assessment of Reviews

Miao Fan, Chao Feng, Mingming Sun, Ping Li

EMNLP'19

Product-Aware Helpfulness Prediction of Online Reviews

Miao Fan, Chao Feng, Lin Guo, Mingming Sun, Ping Li

WWW'19

Reading Customer Reviews to Answer Product-related Questions

Miao Fan, Chao Feng, Mingming Sun, Ping Li, Haifeng Wang

SDM'19

A Globalization-Semantic Matching Neural Network for Paraphrase Identification

Miao Fan, Wutao Lin, Mingming Sun, Yue Feng, Ping Li

CIKM'18

Distributed Representation Learning for Knowledge Graphs with Entity Descriptions

Miao Fan, Qiang Zhou, Thomas Fang Zheng, Ralph Grishman

PRL

Distant Supervision for Relation Extraction with Matrix Completion

Miao Fan, Deli Zhao, Qiang Zhou, Zhiyuan Liu, Thomas Fang Zheng, Edward Y. Chang

ACL'14

授权专利(部分)

Miao Fan, Mingming Sun, Wutao Lin, Ping Li

美国发明专利号:US10776578B2

Miao Fan, Chao Feng, Mingming Sun, Ping Li, Haifeng Wang

美国发明专利号::US11238050B2

Miao Fan, Zehao Dou, Mingming Sun, Ping Li, Haifeng Wang

美国发明专利号:US11055374B2

Jizhou Huang, Haifeng Wang, Hao Zhang, Miao Fan

美国发明专利号:US11328600B2

范淼、黄际洲、王海峰

中国发明专利号:ZL202110565434.6

范淼、冯悦、孙明明、李平

中国发明专利号:ZL201810344086.8

范淼、孙明明、林武桃、李平

中国发明专利号:ZL201710890961.8

范淼、李传勇、孙明明、施鹏、冯悦、李平

中国发明专利号:ZL201710841945.X

范淼、冯悦、孙明明、李平、王海峰

中国发明专利号:ZL201810146882.0

范淼、黄际洲、袁春园、陈禹东

中国发明专利号:ZL202010351784.8

范淼、黄际洲、卓安、李莹、李平、王海峰

中国发明专利号:ZL201910706799.9

李莹、黄际洲、范淼、王海峰

中国发明专利号:ZL202010011220.X

黄际洲、王海峰、范淼

中国发明专利号:ZL202010011383.8

李莹、黄际洲、范淼、王海峰

中国发明专利号:ZL202010010479.2

黄际洲、王海峰、张伟、范淼

中国发明专利号:ZL202010438214.2

黄际洲、王海峰、张昊、范淼

中国发明专利号:ZL2020105833070.X