December 7-8, 2021, Auckland, New Zealand
Programme
IEEE ICBK2021 Programme (Online)
December 07 – 08, 2021
Scheduled in Beijing/Hong Kong Time
Session K1, K2, K3, A1, A2, A3, A4
PW: 12070821
Session B1, B2, B3,B4
PW: 12080721
Day1: December 07 2021
Opening and Keynote Session K1 (09:00 – 11:30)
09:00 – 09:30 Opening Session (Chair: TBA)
09:30 – 10:30 Keynote Speech 1 (K1) - The Evolution of Future Network Technology (Yunjie Liu)
Parallel Session A1 (10:30 – 11:30)
| PaperID | Presenter | Title | ||
|---|---|---|---|---|
| Machine Learning and Knowledge Graphs | ||||
| 01 | 10:30-10:45 | KG244 | Runnan Tan | Graph Neural Network for Ethereum Fraud Detection |
| 02 | 10:45-11:00 | KG248 | Heng-Ru Zhang | Label Distribution Learning by Exploiting Feature-Label Correlations Locally |
| 03 | 11:00-11:15 | KG256 | Yujie Wang | Improving Gradient-based DAG Learning by Structural Asymmetry |
| 04 | 11:15-11:30 | KG260 | Haixia Zhao | Intuitionistic Fuzzy Requirements Aggregation for Graph Pattern Matching with Group Decision Makers |
| 05 | 11:30-11:45 | KG220 | Shujing Ke | Surprisingness – A Novel Objective Interestingness Measure in Hypergraph Pattern Mining for Unsupervised Common Sense Learning |
Parallel Session A2 (14:00 – 17:30) Afternoon
| PaperID | Presenter | Title | ||
|---|---|---|---|---|
| Machine Learning and Knowledge Graphs | ||||
| 01 | 14:00-14:15 | KG204 | Yi Zhu | Personalized Recommendation Based On Entity Attributes and Graph Features |
| 02 | 14:15-14:30 | KG206 | Yuxun Lu | Unsupervised Type Constraint Inference in Bilinear Knowledge Graph Completion Models |
| 03 | 14:30-14:45 | KG218 | Kang Yan | A Novel Homophily-aware Correction Approach for Crowdsourced Labels Using Information Entropy |
| 04 | 14:45-15:00 | KG224 | Himel Das Gupta | Knowledge Distillation via Weighted Ensemble of Teaching Assistants |
| 05 | 15:00-15:15 | KG230 | Divya Gangwani | An Empirical Study of Deep Learning Frameworks for Melanoma Cancer Detection using Transfer Learning and Data Augmentation |
| 06 | 15:15-15:30 | KG234 | Wentao Hu | Accelerating Learning Bayesian Network Structures by Reducing Redundant CI Tests |
| 07 | 15:30-15:45 | KG235 | Guixian Zhang | Aggregation Enhanced Graph Convolutional Network for Graph Classification |
| 08 | 15:45-16:00 | KG241 | Youxi Wu | HSNP-Miner: High Utility Self-Adaptive Nonoverlapping Pattern Mining |
16:10 – 17:10 Keynote Speech 2 (K2) - Combining Deductive and Statistical Explanations in the FRANK Query Answering System (Alan Bundy)
Day1: December 07 2021
Parallel Session B1 (10:30 – 11:30)
| PaperID | Presenter | Title | ||
|---|---|---|---|---|
| 01 | 10:30-10:45 | DM319 | Zhong Chen | CSRDA: Cost-sensitive Regularized Dual Averaging for Handling Imbalanced and High-dimensional Streaming Data |
| 02 | 10:45-11:00 | DM1202 | Chenyu Cao | Recognizing Characters and Relationships from Videos via Spatial-Temporal and Multimodal Cues |
| 03 | 11:00-11:15 | DM598 | Kentaro Ohno | Recurrent Neural Networks for Learning Long-term Temporal Dependencies with Reanalysis of Time Scale Representation |
| 04 | 11:15-11:30 | DM1057 | Xikun Huang | Temporal Analysis of Knowledge Networks |
Parallel Session B2 (14:00 – 17:15) Afternoon
| PaperID | Presenter | Title | ||
|---|---|---|---|---|
| Machine Learning and Knowledge Graphs, Machine Learning for Streaming Data | ||||
| 01 | 14:00-14:15 | KG269 | Ru Wang | Meta-path Enhanced Knowledge Graph Convolutional Network for Recommender Systems |
| 02 | 14:15-14:30 | DM1009 | Nan Xu | Treatment Recommendation with Preference-based Reinforcement Learning |
| 03 | 14:30-14:45 | DM269 | Sha Lu | Divide and Conquer: Targeted Adversary Detection using Proximity and Dependency |
| 04 | 14:45-15:00 | KG216 | Ze Yang | MTSC-GE: A Novel Graph based Method for Multivariate Time Series Clustering |
| 05 | 15:00-15:15 | KG217 | Changyang Tai | Gaussian Model-Based Fully Convolutional Networks for Multivariate Time Series Classification |
| 06 | 15:15-15:30 | KG245 | Xiulin Zheng | An Efficient Framework for Multi-Label Learning in Non-stationary Data Stream |
| 07 | 15:30-15:45 | KG236 | Yan Yu | An efficient framework for sentence similarity inspired by quantum computing |
16:10 – 17:10 Keynote Speech 2 (K2) - Combining Deductive and Statistical Explanations in the FRANK Query Answering System (Alan Bundy)
Day2: December 08 2021
Keynote Session K3 (09:00 – 10:00)
09:00 – 10:00 Keynote Speech 3 - What to Expect for the Next Generation Distributed File Systems? (Weimin Zheng)
Parallel Session A3 (10:00 – 12:30) Morning
| PaperID | Presenter | Title | ||
|---|---|---|---|---|
| Reasoning with Knowledge Graphs, Knowledge Graph Analytics and Applications | ||||
| 01 | 10:00-10:15 | KG211 | Wei Qin | Implicit Business Competitor Inference Using Heterogeneous Knowledge Graph |
| 02 | 10:15-10:30 | KG219 | Liangzhu Zhou | Research on Crowdsourcing Truth Inference Method Based on Graph Embedding |
| 03 | 10:30-10:45 | KG265 | Xiuxing Li | Jointly Modeling Fact Triples and Text Information for Knowledge Base Completion |
| 04 | 10:45-11:00 | KG274 | Ru Chen | A Scheme for Kinship Reasoning based on Ontology |
| 05 | 11:00-11:15 | KG276 | Huan Zhang | A divide-and-conquer method for computing preferred extensions of argumentation frameworks |
| 06 | 11:15-11:30 | KG223 | Wei Emma Zhang, Queen Nguyen | Constructing COVID-19 Knowledge Graph from A Large Corpus of Scientific Articles |
| 07 | 11:30-11:45 | KG277 | Chuanqing Wang | YABKO-Yet Another Big Knowledge Organization |
| 08 | 11:45-12:00 | DM426 | Chowdhury Farhan Ahmed | UFreS: A New Technique for Discovering Frequent Subgraph Patterns in Uncertain Graph Databases |
| 09 | 12:00-12:15 | DM623 | Evan Shieh | Attribute Similarity and Relevance-Based Product Schema Matching for Targeted Catalog Enrichment |
| 10 | 12:15-12:30 | DM587 | Varun Ravikumar Embar | Diffxtract: Joint Discriminative Product Attribute-Value Extraction |
Parallel Session B3 (10:00 – 12:15) Morning
| PaperID | Presenter | Title | ||
|---|---|---|---|---|
| Knowledge Graphs and NLP | ||||
| 01 | 10:00-10:15 | KG202 | Yin Wang | g Global Semantics with Boundary Constraint Knowledge graph for Chinese Financial Event Detection |
| 02 | 10:15-10:30 | KG205 | Wenwu Zhi | A Semi-supervised Bilingual Lexicon Induction Method for Distant Language Pairs Based on Bidirectional Adversarial Model |
| 03 | 10:30-10:45 | KG207 | Mei Ma | Multi-level Spatio-temporal Matching Network for Multi-turn Response Selection in Retrieval-based Dialogue Systems |
| 04 | 10:45-11:00 | KG208 | Wei Nong | HfGCN: Hierarchical fused GCN for Joint Entity and Relation Extraction |
| 05 | 11:00-11:15 | KG221 | Zahra Ahmadi | Topic-guided Knowledge Graph Construction for Argument Mining |
| 06 | 11:15-11:30 | KG228 | Huixin Zhan | Gated Graph Neural Networks (GG-NNs) for Abstractive Multi-Comment Summarization |
| 07 | 11:30-11:45 | KG237 | Meng Jiang | Multi-Round Parsing-based Multiword Rules for Scientific Knowledge Extraction |
| 08 | 11:45-12:00 | KG263 | Xiuxing Li | Bridging the Language Gap: Knowledge Injected Multilingual Question Answering |
| 09 | 12:00-12:15 | KG264 | Xiao Zhang | A Knowledge Enhanced Chinese GaoKao Reading Comprehension Method |
Parallel Session A4 (14:00 – 17:00) Afternoon
| PaperID | Presenter | Title | ||
|---|---|---|---|---|
| Social Network and Representation Learning, Knowledge Graphs for Education | ||||
| 01 | 14:00-14:15 | KG239 | Fanghui Bi | A Proximal Alternating-direction-method-of-multipliers-based Nonnegative Latent Factor Model |
| 02 | 14:15-14:30 | KG261 | Peng Zhang | An Ensemble Latent Factor Model for Highly Accurate Web Service QoS Prediction |
| 03 | 14:30-14:45 | KG272 | Xiyu Qiao | Influence Maximization Using User Connectivity Guarantee in Social Networks |
| 04 | 14:45-15:00 | KG226 | Yushi Hirose | Transductive Data Augmentation with Relational Path Rule Mining for Knowledge Graph Embedding |
| 05 | 15:00-15:15 | DM1026 | Bingke Xu | Fair Representation Learning in Knowledge-aware Recommendation |
| Break(30 Minutes) | ||||
| 06 | 15:45-16:00 | DM476 | Tongya Zheng | Learning Dynamic Preference Structure Embedding From Temporal Networks |
| 07 | 16:00-16:15 | KG242 | Jingchao Qi | ToFM: Topic-specific Facet Mining by Facet Propagation within Clusters |
| 08 | 16:15-16:30 | KG247 | Hongwei Zeng | Multi-task Learning for Multi-turn Dialogue Generation with Topic Drift Modeling |
| 09 | 16:30-16:45 | KG255 | Wenjun Wu | Fuzzy c-Means Clustering with Discriminative Projection |
| 10 | 16:45-17:00 | KG266 | Siqi Lei | Consistency-aware Multi-modal Network for Hierarchical Multi-label Classification in Online Education System |
Parallel Session B4 (14:00 – 16:45) Afternoon
| PaperID | Presenter | Title | ||
|---|---|---|---|---|
| Operations Research, Optimisation and Machine Learning | ||||
| 01 | 14:00-14:15 | KG240 | Wei Song | Mining Unexpected Sequential Patterns from MOOC Data |
| 02 | 14:15-14:30 | KG243 | JianCheng Du | Query-focused Abstractive Summarization viaQuestion-answering Model |
| 03 | 14:30-14:45 | KG249 | Hadi Akbarzadeh Khorshidi | A Robust Mathematical Model for Blood Supply Chain Network using Game Theory |
| 04 | 14:45-15:00 | KG252 | Panpan Lei | Answer-Centric Local and Global Information Fusion for Conversational Question Generation |
| 05 | 15:00-15:15 | KG254 | Yongguo Liu | A Character-Word Graph Attention Networks for Chinese Text Classification |
| Break(30 Minutes) | ||||
| 06 | 15:45-16:00 | KG258 | Fan Min | A Genetic Algorithm for Residual Static Correction |
| 07 | 16:00-16:15 | KG262 | Zahra Ghasemi | A survey on Optimisation-based Semi-supervised Clustering Methods |
| 08 | 16:15-16:30 | KG268 | Yuxin He | Question-formed Query Suggestion |
| 09 | 16:30-16:45 | KG273 | PanYan | Intervention Prediction for Patients with Pressure Injury Using Random Forest |