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I moved to this site Prof. Jia Li.

Biography

I received Ph.D. degree in Department of Systems Engineering and Engineering Management at The Chinese University of Hong Kong in 2021, under the supervision of Prof. Hong Cheng. I worked as a full-time data mining engineer in Tencent from 2014 to 2017. During this industry experience, I developed a broad interest in structural learning.

Research Interests

• Graph Learning

• Data Mining

Research Experience

• 2020 Summer, research intern, at Google AI (Mountain view), working with Da-Cheng Juan and Andrew Tomkins

Publications

1. Mask-GVAE: Blind Denoising Graphs via Partition
   Jia Li, Mengzhou Liu, Honglei Zhang, Pengyun Wang, Yong Wen, Lujia Pan, Hong Cheng
   WWW 2021 [code]

2. Dirichlet Graph Variational Autoencoder
   Jia Li, Jianwei Yu, Jiajin Li,Honglei Zhang, Kangfei Zhao, Yu Rong, Hong Cheng, Junzhou Huang
   NIPS 2020 [code]

3. Adversarial Attack on Community Detection by Hiding Individuals
   Jia Li, Honglei Zhang, Zhichao Han, Yu Rong, Hong Cheng, Junzhou Huang
   WWW 2020 Oral [code]

4. Predicting Path Failure In Time-Evolving Graphs
   Jia Li, Zhichao Han, Hong Cheng, Jiao Su, Pengyun Wang, Jianfeng Zhang, Lujia Pan
   KDD 2019 Oral [code] [video] [slides]

5. Semi-Supervised Graph Classification: A Hierarchical Graph Perspective
   Jia Li, Yu Rong, Hong Cheng, Helen Meng, Wenbing Huang, Junzhou Huang
   WWW 2019 [pytorch] [tensorflow]

6. TATC: Predicting Alzheimers Disease with Actigraphy Data
   Jia Li, Yu Rong, Helen Meng, Zhihui Lu, Timothy Kwok, Hong Cheng
   KDD 2018 Oral [talk] [video] [slides]

Work Experiences

• Assistant Professor, Hong Kong University of Science and Technology, starting from Aug. 2021

• Senior Data Mining Engineer, Tencent, Shenzhen, 2014-2017

• Fraud Detection System Programmer, China Mobile, Shenzhen, 2010-2013

Patents

1. Method and apparatus for determining object posture in image, device, and storage medium
   Jia Li
   US Patent App. 16/531,434