Research Track Session RT2: Reinforcement Learning
Tuesday, August 21, 2018 | 10:00 AM–12:00 PM
ICC Capital Suite Room 9+10 (Level 3)
Investor-Imitator: A Framework for Trading Knowledge Extraction
Yi Ding, Weiqing Liu, Jiang Bian, Daoqiang Zhang, Tie-Yan Liu
Transcribing Content from Structural Images with Spotlight Mechanism
Yu Yin, Zhenya Huang, Enhong Chen, Qi Liu, Fuzheng Zhang, Xing Xie, Guoping Hu
Research Track Session RT3: Matrices, Kernels and Sketches
Tuesday, August 21, 2018 | 10:00 AM–12:00 PM
ICC Capital Suite Room 6+13 (Level 3)
High-order Proximity Preserving Information Network Hashing
Defu Lian, Kai Zheng, Vincent W. Zheng, Yong Ge, Longbing Cao, Ivor W. Tsang, Xing Xie
Applied Data Science Track Session ADS2: Plannign and Forecasting in Finance and Commerce
Tuesday, August 21, 2018 | 1:30 PM–3:30 PM
ICC Capital Suite Room 9+10 (Level 3)
Applying the Delta method in metric analytics: A practical guide with novel ideas
Alex Deng, Ulf Knoblich, Jiannan Lu
Research Track Session RT5: Graph and Social Network 1
Tuesday, August 21, 2018 | 1:30 PM–3:30 PM
ICC Capital Suite Room 6+13 (Level 3)
Multi-Round Influence Maximization
Lichao Sun, Weiran Huang, Philip Yu, Wei Chen
Research Track Session RT6: Deep Learning II
Tuesday, August 21, 2018 | 4:00 PM–6:00 PM
ICC Capital Suite Room 8+11 (Level 3)
XiaoIce Band: A Melody and Arrangement Generation Framework for Pop Music
Hongyuan Zhu, Qi Liu, Nicholas Jing Yuan, Chuan Qin, Jiawei Li, Kun Zhang, Guang Zhou, Furu Wei, Yuanchun Xu, Enhong Chen
Research Track Session RT10: Recommenders I
Wednesday, August 22, 2018 | 10:00 AM–12:00 PM
ICC Capital Suite Room 9+10 (Level 3)
Efficient Attribute Recommendation with Probabilistic Guarantee
Research Track Session RT12: Recommenders II
Wednesday, August 22, 2018 | 1:30 PM–3:30 PM
ICC Capital Suite Room 9+10 (Level 3)
xDeepFM: Combining Explicit and Implicit Feature Interactions for Recommender Systems
Jianxun Lian, Xiaohuan Zhou, Fuzheng Zhang, Zhongxia Chen, Xing Xie, Guangzhong Sun
Research Track Session RT14: Supervised Learning II
Wednesday, August 22, 2018 | 4:00 PM–6:00 PM
ICC Capital Suite Room 8+11 (Level 3)
Risk Prediction on Electronic Healthcare Records with Prior Medical Knowledge
Fenglong Ma, Jing Gao, Qiuling Suo, Quanzeng You, Jing Zhou, Aidong Zhang
Applied Data Science Track Session ADS6: Texts, Images and Videos
Thursday, August 23, 2018 | 10:00 AM–12:00 PM
ICC Capital Suite Room 9+10 (Level 3)
Rare Query Expansion Through Generative Adversarial Networks in Search Advertising
Mu-Chu Lee, Bin Gao, Ruofei Zhang
Research Track Session RT19: Knowledge Discovery
Thursday, August 23, 2018 | 1:30 PM–3:00 PM
ICC Capital Suite Room 9+10 (Level 3)
R-VQA: Learning Visual Relation Facts with Semantic Attention for Visual Question Answering
Pan Lu, Lei Ji, Wei Zhang, Nan Duan, Ming Zhou, Jianyong Wang
Research Track Session RT20: Methodology II
Thursday, August 23, 2018 | 1:30 PM–3:00 PM
ICC Capital Suite Room 6+13 (Level 3)
Data Diff: Interpretable, Executable Summaries of Changes in Distributions for Data Wrangling
Charles Sutton, Timothy Hobson, James Geddes, Rich Caruana