会议交流 | IJCKG 2021 日程表(北京时间)

IJCKG 2021 Program
(All times Beijing Time)

December 6th

Opening (19:00–19:15)
Chair: Oscar Corcho

Keynote I (19:15–20:15)
Chair: Oscar Corcho
Knowledge Graphs: Theory, Applications and Challenges
Ian Horrocks, Professor, University of Oxford

Break (20:15–20:30)

KGR4XAI Workshop (20:30–00:00)

December 7th

Session I: Graph-based Learning (19:00–20:50)
Chair: Xiaowang Zhang
19:00	FedE: Embedding Knowledge Graphs in Federated Setting	Mingyang Chen, Wen Zhang, Zonggang Yuan, Yantao Jia and Huajun Chen	long
19:20	Knowledge-Based Conversational Recommender Systems Enhanced by Dialogue Policy Learning	Keyu Chen and Shiliang Sun	long
19:40	FEED: A Chinese Financial Event Extraction Dataset Constructed by Distant Supervision	Guozheng Li, Peng Wang, Jiafeng Xie, Ruilong Cui and Zhenkai Deng	long
20:00	Multi-hop Reasoning Based on Reinforcement Learning and Hyperbolic Knowledge Graph Embedding	Xingchen Zhou, Peng Wang, Qiqing Luo and Zhe Pan	long
20:20	Unsupervised Anomaly Detection in Knowledge Graphs	Asara Senaratne, Graham Williams and Peter Christen	short
20:25	Improving Knowledge Graph Representation Learning by Structure Contextual Pre-training	Ganqiang Ye, Wen Zhang, Zhen Bi, Chi Man Wong, Chen Hui and Huajun Chen	short
20:30	Explainable Knowledge Reasoning Framework Using Multiple Knowledge Graph Embedding	Mori Kurokawa	short
20:35	Q&A for Short Papers (breakout rooms)

Break (20:50–21:00)

Keynote II (21:00–22:00)
Chair: Haofen Wang
Knowledge-oriented Explainable Cognitive Reasoning
Juanzi Li, Professor, Tsinghua University

Break (22:00–22:20)

Session II: Graph-based Learning (22:20–00:00)
Chair: Tianxing Wu
22:20	Knowledge Graph Embedding in E-commerce Applications: Attentive Reasoning, Explanations, and Transferable Rules	Wen Zhang, Shumin Deng, Mingyang Chen, Liang Wang, Qiang Chen and Huajun Chen	long
22:40	Auto Insurance Knowledge Graph Construction and Its Application to Fraud Detection	Long Zhang, Tianxing Wu, Xiuqi Chen, Bingjie Lu, Chongning Na and Guilin Qi	long
23:00	Scaling Usability of ML Analytics with Knowledge Graphs: Exemplified with A Bosch Welding Case	Baifan Zhou, Dongzhuoran Zhou, Jieying Chen, Yulia Svetashova, Gong Cheng and Evgeny Kharlamov	long
23:20	Fuzzy Search of Knowledge Graph with Link Prediction	Takanori Ugai	short
23:25	Normal vs. Adversarial: Salience-based Analysis of Adversarial Samples for Relation Extraction	Luoqiu Li, Xiang Chen, Zhen Bi, Xin Xie, Shumin Deng, Ningyu Zhang, Chuanqi Tan, Mosha Chen and Huajun Chen	short
23:30	Text-Enhanced Question Answering over Knowledge Graph	Jiaying Tian, Bohan Li, Ye Ji and Jiajun Wu	short
23:35	Enhanced Knowledge Graph Embedding for Multi-Task Recommendation via Integrating Attribute Information and High-Order Connectivity	Yani Wang, Aoran Li, Ji Zhang and Bohan Li	short
23:40	NePTuNe: Neural Powered Tucker Network for Knowledge Graph Completion	Shashank Sonkar, Arzoo Katiyar and Richard Baraniuk	short
23:45	Q&A for Short Papers (breakout rooms)

Break (00:00–00:20)

Keynote III (00:20–1:20)
Chair: Aidan Hogan
Distinguishing Graph Neural Networks in terms of their power, and how to choose the right architecture
Juan Reutter, Professor, Pontificia Universidad Católica de Chile

December 8th

Session III: Data, Queries, Semantics (19:00–20:40)
Chair: Hideaki Takeda
19:00	Extracting Domain-specific Concepts from Large-scale Linked Open Data	Satoshi Kume and Kouji Kozaki	long
19:20	Improving Low-resource Reading Comprehension via Cross-lingual Transposition Rethinking	Gaochen Wu, Bin Xu, Yuxin Qin, Weizhou Wang and Geng Wang	long
19:40	ROSE-NER: Robust Semi-supervised Named Entity Recognition on Insufficient Labeled Data	Haiyan Chen, Shuwei Yuan and Xiang Zhang	long
20:00	Ontologies of Action and Object in Home Environment towards Injury Prevention	Satoshi Nishimura, Shusaku Egami, Takanori Ugai, Mikiko Oono, Koji Kitamura and Ken Fukuda	short
20:05	Gene Ranking based on Paths from Phenotypes to Genes on Knowledge Graph	Atsuko Yamaguchi, Jae-Moon Shin and Toyofumi Fujiwara	short
20:10	Knowledge Graph Enhanced Community Consensus: a Scenario-based Knowledge Construction on Buddha Images	Akkharawoot Takhom, Tharathon Utasri, Dhanon Leenoi, Pitchaya Soomjinda, Prachya Boonkwan and Thepchai Supnithi	short
20:15	Pre-classification Supporting Reasoning for Document-level Relation Extraction	Jiehao Zhao, Guiduo Duan and Tianxi Huang	short
20:20	Automated Reasoning on Machine Learning Model of Legislative Election Prediction	Yanti Rusmawati	short
20:25	Q&A for Short Papers (breakout rooms)

Break (20:40–21:00)

Keynote IV (21:00–22:00)
Chair: Lei Hou
Knowledge Graph and Machine Learning: Three Key Business Needs
Yu Xu, Founder & CEO, TigerGraph

Break (22:00–22:20)

Session IV: Data, Queries, Semantics (22:20–00:00)
Chair: TBD
22:20	SOSA-SHACL: Shapes Constraint for the Sensor, Observation, Sample, and Actuator Ontology	Rui Zhu, Cogan Shimizu, Shirly Stephen, Lu Zhou, Ling Cai, Gengchen Mai, Krzysztof Janowicz, Mark Schildhauer and Pascal Hitzler	long
22:40	Enhancing Rare Disease Research with Semantic Integration of Environmental and Health Data	Albert Navarro-Gallinad, Fabrizio Orlandi and Declan O’Sullivan	long
23:00	A Pattern for Features on a Hierarchical Spatial Grid	Cogan Shimizu, Rui Zhu, Gengchen Mai, Colby Fisher, Ling Cai, Mark Schildhauer, Krzysztof Janowicz, Pascal Hitzler, Lu Zhou and Shirly Stephen	long
23:20	Knowledge Graph Curation: A Practical Framework	Elwin Huaman and Dieter Fensel	short
23:25	Towards Ontology Reshaping for KG Generation with User-in-the-Loop: Applied to Bosch Welding	Dongzhuoran Zhou, Baifan Zhou, Jieying Chen, Gong Cheng, Egor Kostylev and Evgeny Kharlamov	short
23:30	LEKG: A System for Constructing Knowledge Graph from Log Extraction	Fangrong Wang, Alan Bundy, Xue Li, Ruiqi Zhu, Kwabena Nuamah, Lei Xu, Stefano Mauceri and Jeff Pan	short
23:35	Multi-modal Navigation Interaction Recommendation with a Driver Demand-Based Knowledge Graph	Keqi Chen, Jun Ma, Qianwen Zhang and Yue Bai	short
23:40	ESDL: Entity Summarization with Deep Learning	Abdulkarim Kushk and Krzysztof Kochut	short
23:45	Q&A for Short Papers (breakout rooms)

Break (00:00–00:20)

Town Hall (00:20–00:40)
Chair: Various

Closing & Awards (00:40–1:00)
Chair: Various