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Yongfeng Zhang

Assistant Professor
Email: 
Phone: 
848-445-8309
Office: 
CoRE 309
Research Area: 
Machine Learning and Data Mining
Recommendation Systems
Information Retrieval
Economics of Data Science
Address: 

Department of Computer Science
Rutgers The State University of New Jersey
110 Frelinghuysen Road
Piscataway, NJ 08854-8019

Biography: 

My research area is in Machine Learning and Data Mining, Information Retrieval and Recommender Systems, and Internet EconomicsWithin the above areas, our recent research focuses on the intersection of Machine Learning and Data Mining, Recommendation and Search Systems, Knowledge Graphs, and Computational Economics, including 1) Intelligent and Explainable Decision Making Systems – developing explainable machine learning theories and algorithms for decision making systems such as recommendation and search; 2) Internet Economics – designing economic-aware machine learning algorithms and theories in web-based systems such as recommendation, search, and sharing economy; 3) Conversational Search, Recommendation, and QA algorithms based on neural networks. My group is also broadly interested in "Personalized X", including Personalized Recommendation, Search, Education, Chatbots, etc.

In the previous I was a postdoc in the Center for Intelligent Information Retrieval (CIIR) at UMass Amherst, and did my PhD and BE in Computer Science at Tsinghua University, with a BS in Economics at Peking Univeristy. I am a Siebel Scholar of the class 2015.

Welcome to visit our lab homepage, The Rutgers Web Intelligent Systems and Economics (WISE) Lab: http://wise.cs.rutgers.edu

 

Awards & Distinctions: 
2018 Best Professor Award by CSGSS for Teaching and Mentoring (together with Prof. Gerard de Melo)
2017 Asia Information Retrieval Societies (AIRS) Best Paper Award
2017 CAAI Best PhD Dissertation Award
2016 Excellent PhD Dissertation of Tsinghua Univeristy
2015 Microsoft PhD Fellowship
2014 Siebel Scholar
2014 Baidu Scholar
2014-2015 IBM International PhD Fellowship
2012 Google Scholarship
Personal News: 

2018-03 We are organizing the 1st International Workshop on ExplainAble Recommendation and Search (EARS 2018) on July 12, to be co-located with SIGIR 2018 at Ann Arbor Michigan. For information and call for papers, please visit https://ears2018.github.io.

Classes Taught: 

Massive Data Mining and Learning

Computational Economics for Data Analytics

Student, PostDocs, & Visitors: 

Welcome to visit the Web Intelligent Systems and Economics (WISE) Lab at Rutgers: http://wise.cs.rutgers.edu

Research Projects

Every tens of years the fundemental philosophy that drives the reserach of machine intelligence...

With the continuous shifting of human activities from offline to online, the Web is no longer...

Among the many techniques that compose an intelligent Web, a Conversational System (such as...