Paper-Reading (SocialComputing@ICT)

List of shared papers at the paper reading held by SocialComputing group,
CAS Key Laboratory of Network Data Science and Technology, Institute of Computing Technology, Chinese Academy of Sciences.

2020.9.23 （Tao Shuchang & Wu Yunfan）

1. AdvMind: Inferring Adversary Intent of Black-Box Attacks. [paper] [ppt]
   Ren Pang, Xinyang Zhang, Shouling Ji, Xiapu Luo, Ting Wang. 2020, KDD.

2. Certifiable Robustness of Graph Convolutional Networks under Structure Perturbations. [paper]
   Daniel Zügner, Stephan Günnemann. 2020, KDD.

3. A Framework for Recommending Accurate and Diverse Items Using Bayesian Graph Convolutional Neural Networks. [paper] [ppt]
   Jianing Sun, Wei Guo, Dengcheng Zhang, Yingxue Zhang, Florence Regol, et al. 2020, KDD

4. Two Sides of the Same Coin: White-box and Black-box Attacks for Transfer Learning. [paper]
   Yinghua Zhang, Yangqiu Song, Jian Liang, Kun Bai, Qiang Yang. 2020, KDD.

2020.10.15 （Zhou Houquan & Liu Caizheng）

1. SSumM: Sparse Summarization of Massive Graphs. [paper] [ppt]
   Kyuhan Lee, Hyeonsoo Jo, Jihoon Ko, Sungsu Lim, Kijung Shin. 2020, KDD.

2. Data Compression as a Comprehensive Framework for Graph Drawing and Representation Learning. [paper] [ppt]
   Claudia Plant, Sonja Biedermann, Christian Böhm. 2020, KDD.

3. Fitbit for Chickens? Time Series Data Mining Can Increase the Productivity of Poultry Farms. [paper] [ppt]
   Alireza Abdoli, Sara Alaee, Shima Imani, Amy Murillo, Alec Gerry, Leslie Hickle, Eamonn Keogh. 2020, KDD.

4. USAD: UnSupervised Anomaly Detection on Multivariate Time Series. [paper]
   Julien Audibert, Pietro Michiardi, Frédéric Guyard, Sébastien Marti, Maria A. Zuluaga. 2020, KDD.