Shuchu Han

Greetings! Shuchu here. I’m interested in Machine Learning and Data Mining.

This is my CV and Google scholar. I received my PhD in Computer Science from Stony Brook University.

Conference Publications:

Supervised Feature Subset Selection and Feature Ranking for Multivariate Time Series without Feature Extraction
Shuchu Han, Alexandru Niculescu-Mizil, 2020

Generating Look-alike Names For Security Challenges
Shuchu Han, Yifan Hu, Steven Skiena, Baris Coskun, Meizhu Liu, Hong Qin, Jaime Perez
AISec 2017

Nationality Classification using Name Embeddings
Junting Ye, Shuchu Han, Yifan Hu, Baris Coskun, Meizhu Liu, Hong Qin, Steven Skiena
CIKM 2017  
Steve on WIRED magazine.  
Junting’s hard working on NamePrism.

Generating Look-alike Names via Distributed Representations
Shuchu Han, Yifan Hu, Steven Skiena, Baris Coskun, Meizhu Liu
Yahoo Tech Pulse 2016

A Greedy Algorithm to Construct L1 Graph with Ranked Dictionary
Shuchu Han, Hong Qin
PAKDD 2016

Structure Aware L1 Graph for Data Clustering, (Student Abstract)
Shuchu Han, Hong Qin
AAAI 2016

Where Graph Topology Matters: The Robust Subgraph Problem
Hau Chan, Shuchu Han, Leman Akoglu
Best research paper at SDM 2015

Locality-Preserving L1-Graph and Its Application in Clustering
Shuchu Han, Hao Huang, Hong Qin, Dantong Yu
SAC 2015

An Improved Ratio-based (IRB) Batch Effect Removal Algorithm for Cancer Data in a Co-analysis Framework
Shuchu Han, Hong Qin, Dantong Yu
Best student paper at IEEE BIBE 2014

Parameterization of Star Shaped Volumes Using Green’s Functions
Jiazhi Xia, Ying He, Shuchu Han, Chi-Wing Fu, Feng Luo, Xianfeng Gu
GMP 2010

Hexahedral shell mesh generation by volumetric parameterization
Shuchu Han, Jiazhi Xia, Ying He
SPM 2010

Direct-Product Volumetric Parameterization of Handlebodies via Harmonic Fields
Jiazhi Xia, Ying He, Xiaotian Yin, Shuchu Han, Xianfeng Gu
SMI 2010

Journal Publications:

Redundant Features Removal for Unsupervised Spectral Feature Selection Algorithms: An Empirical Study based on Nonparametric Sparse Feature Graph
Pengfei Xu, Shuchu Han, Hao Huang, Hong Qin
IJDSA 2018

A Greedy Algorithm to Construct Sparse Graph by Using Ranked Dictionary
Shuchu Han, Hong Qin
IJDSA 2016

Constructing Hexahedral Shell Mesh via Volumetric Polycube Map
Shuchu Han, Jiazhi Xia, and Ying He
CAD 2011

Tutorials:

PhD thesis title: Sparse Graph Representation and Its Applications

Reviewer for:

2024: WSDM, SIGIR, KDD, ECMLPKDD, CIKM, ASONAM
2023: WSDM, SIGIR, KDD, ECMLPKDD
2022: WSDM, SIGIR, KDD, IJDSA
2021: WSDM, SIGIR, KDD, IJDSA
2020: WSDM, SIGIR
Earlier: WWW

Great Interns:

2022, [Candus Shi], UCSD.
2020, Meet S. Paradia, UT. Texas@Dallas

Links:

Anomaly Detection
Optimization-online
Distributed system
Streaming system

Researchers:

Ying He
Ker-i Ko
Steven Skiena
Francesco Orabona
Chaz Lever

Games:

[2018 Princeton Half-Marathon – 2:08:43]
Pictures: 1 2 3 4 5 6 7 8 9
[2019 NJ Half-Marathon – 2:02:40]
Pictures: 1 2 3 4
[2019 Princeton Half-Marathon – 2:08:59]
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