I am Zhiping Xiao (肖之屏), go by Patricia. I joined the ScAi (Scalable Analytics Institute) Lab in fall, 2018, advised by Prof. Yizhou Sun. Coadvised by Prof. Mason A. Porter
Previously, I had experience working on Visualization and Human-Computer-Interaction (+Education).
My current interest lies in data mining and machine learning, especially those topics involving heterogeneous information network.
My UCLA CS account ID is patricia.xiao. Ways to find me include:
Machine Learning + Data Mining
Machine Learning + Data Mining
Human Computer Interaction + Education
Computer Networking (most work done before 2015)
First stage exploration report: CS263 course project
GCN Report and MTL Report.
TIMME: Twitter Ideology-detection via Multi-task Multi-relational Embedding
In proceedings of KDD'20 Applied Data Science Track.
Project led by Weiping Song from PKU.
Our work published at WSDM'19.
Still on-going
The course project. Closed. Course Report Slides Click Here, and Course Report Click Here.
The course project. Closed.
The master project. Started the project, and passed it on to others in the lab.
Published as SIGCSE'18 Poster and Master Thesis. Archived as UC Berkeley's Technical Report.
Steven Hewitt carried it on (report available here).
In Fall 2018:
In Summer 2019:
In Winter 2020:
In Fall 2020:
In Winter 2021:
In Fall 2021:
In Winter 2022:
In Fall 2022:
In Winter 2023:
Since Sep 24, 2018. Graduated in Winter quarter 2024, oral defense was on 29 Feb.
The program has certain requirements.
Link to my thesis: Ideology Analysis for Social-Media Users via Multi-Modal Data Mining
I graduated from the Master of Science program in University of California, Berkeley.
Degree awarded on May 11, 2018.
There my focus was on HCI (human-computer interaction) + Edu (education), and reached out to use deep learning models.
I received my BS degree from Peking University at 2016 summer, graduated in July. The fields of research I participated in as a undergrad includes:
at Scalable Analytics Institute (ScAi), University of California at Los Angeles, advised by Prof. Yizhou Sun and Prof. Mason A. Porter.
at Machine Learning Group, Amazon AWS, mentored by Dr. Chengguang Wang.
at Berkeley Institute of Design (BiD Lab), University of California at Berkeley, advised by Teaching Prof. Dan Garcia
at Tianyancha Algorithm Team, Jindi Tech, mentored by Dr. Chao Liu and Mr. Hao Cheng.
at EECS, Peking University, advised by Prof. Xiaoru Yuan
at Internet Graphics Group, Microsoft Research Asia, mentored by Dr. Weiwei Cui
at Language Technology Institute, Carnegie Mellon University, advised by Prof. Alex Rudnicky
at EECS, Peking University, advised by Associate Prof. Kaigui Bian
Most materials are available on bCourses, taken in UCB, applied towards the major (AI) field in UCLA.
2017 Fall Semester (A+)
Instructor: Prof. Zachary Pardos
Course project end-up being a poster in SIGCSE'18, AutoQuiz.
Most materials are available on course website.
2018 Fall Quarter (A)
Instructor: Prof. Yizhou Sun
Most materials are available on course website.
2019 Winter Quarter (A)
Instructor: Prof. Yizhou Sun
No piazza, only course website.
2019 Winter Quarter (A-)
Instructor: Prof. Lieven Vandenberghe
No piazza, only course website.
2019 Spring Quarter (A)
Instructor: Prof. Lieven Vandenberghe
Mostly uses CCLE and Course Website.
2019 Spring Quarter (A)
Instructor: Prof. Chih-Jen Lin
Uses CCLE only. (course description)
2020 Spring Quarter (A)
Instructor: Prof. Guy Van den Broeck
Course project: report
Uses CCLE only. (video record)
2020 Fall Quarter (A)
Instructor: Prof. Adnan Darwiche
In UC Berkeley:
In UCLA: