Knowledge Graph
| Paper Title | Authors |
| Modeling Scale-free Graphs with Hyperbolic Geometry for Knowledge-aware Recommendation | Yankai Chen (The Chinese University of Hong Kong)*; Menglin Yang (The Chinese University of Hong Kong); Yingxue Zhang (Huawei Technologies Canada); Mengchen Zhao (Huawei Noah’s Ark Lab); Ziqiao Meng (Chinese University of Hong Kong); Jianye Hao (Huawei Noah’s Ark Lab); Irwin King (The Chinese University of Hong Kong) |
| Beyond NED: Fast and Effective Search Space Reduction for Complex Question Answering over Knowledge Bases | Philipp Christmann (MPI for Informatics)*; Rishiraj Saha Roy (Max Planck Institute for Informatics); Gerhard Weikum (Max-Planck-Institut fur Informatik) |
| AdaptKT: A Domain Adaptable Method for Knowledge Tracing | Song Cheng (University of Science and Technology of China)*; Qi Liu (” University of Science and Technology of China, China”); Enhong Chen (University of Science and Technology of China); Kai Zhang (University of Science and Technology of China); Zhenya Huang (University of Science and Technology of China); Yu Yin (University of Science and Technology of China); Xiaoqing Huang (University of Science and Technology of China); Yu Su (iFLYTEK Research) |
| A Neighborhood-Attention Fine-grained Entity Typing for Knowledge Graph Completion | Jianhuan Zhuo (Institute of Information Engineering, Chinese Academy of Sciences)*; Qiannan Zhu (Gaoling School of Artificial Intelligence, Renmin University of China); Yinliang Yue (Institute of Information Engineering, Chinese Academy of Sciences); Yuhong Zhao (Institute of Information Engineering, Chinese Academy of Sciences); Weisi Han (Institute of Information Engineering, Chinese Academy of Sciences) |
| DualDE: Dually Distilling Knowledge Graph Embedding for Faster and Cheaper Reasoning | Yushan Zhu (Zhejiang University)*; Wen Zhang (Zhejiang University); Mingyang Chen (Zhejiang University); Hui Chen (Alibaba Group); Xu Cheng (Peking University); Wei Zhang (Alibaba Group); Huajun Chen (Zhejiang University) |
| Reinforcement Learning over Sentiment-Augmented Knowledge Graphs towards Accurate and Explainable Recommendation | Sung-Jun Park (Hanyang University); Dong-Kyu Chae (Hanyang University); Hong-Kyun Bae (Hanyang University); Sumin Park (Hanyang University); Sang-Wook Kim (Hanyang University, Korea)* |
| Differential Query Semantic Analysis: Discovery of Explicit Interpretable Knowledge from E-Com Search Logs | Sahiti Labhishetty (University of Illinois Urbana-Champaign); ChengXiang Zhai (University of Illinois at Urbana-Champaign)*; Min Xie (Instacart); Lin Gong (WalmartLabs); Rahul Sharnagat (WalmartLabs); Satya Chembolu (WalmartLabs) |
| A Cooperative Neural Information Retrieval Pipeline with Knowledge Enhanced Automatic Query Reformulation | Xiangsheng Li (Tsinghua University)*; Jiaxin Mao (Renmin University of China); Weizhi Ma (Tsinghua University); Zhijing Wu (Tsinghua University); Yiqun LIU (Tsinghua University); Min Zhang (Tsinghua University); Shaoping Ma (Tsinghua University); Zhaowei Wang (Noah`s Ark Lab, Huawei); Xiuqiang He (Huawei Noah’s Ark Lab) |
Event Timeslots (1)
Tue (Feb. 22)
-
Knowledge Graph (8 papers, 15 mins each). Session chair: Wenqi Fan