The organizing committee decided to hold the 14th IEEE International Conference on Knowledge Graph (ICKG-2023) online. Please refer to the attachment (
ICKG-programme.pdf
) for the detailed schedule of the conference, or view this page online.
Conference Program
ICKG 2023 will take place from December 1 to 2 (
Scheduled in
Beijing Time
), 2023.
Important information for authors:
– each
session has a session chair, includes several presentations, and runs for no
more than three hours;
– each paper
is given 15 minutes for presentation (12 mins for presentation, 3 mins for
Q/A);
– live
presentation is preferred instead of video;
– each
presenting author will share his/her presentation file during the Voov/Tencent
meeting session, no need to submit the PPT file to the conference before the
session;
– session
chairs will monitor and coordinate the presentation times, and the Q/A process.
IEEE
ICBK2023 Program (Online)
December
1 – December 2, 2023
Scheduled in Beijing time
Meeting time
：
2023/12/01 09:00-16:00
(GMT+08:00) Beijing
Time
Sessions:
ICKG2023-Session K1, A1, A2
#Tencent Meeting ID
：
258-954-052
#Tencent Meeting: https://meeting.tencent.com/dm/I8YgrsDVY4UG
Meeting time
：
2023/12/01 09:00-16:00
(GMT+08:00) Beijing
Time
Sessions:
ICKG2023-Session B1, B2
#Tencent Meeting ID
：
948-898-582
#Tencent Meeting:
https://meeting.tencent.com/dm/iEpbCwneyM2Z
Meeting time
：
2023/12/02 09:00-16:00
(GMT+08:00) Beijing
Time
Sessions:
ICKG2023-Session K2, A3, A4
#Tencent Meeting:
https://meeting.tencent.com/dm/XADFWi2SR7zs
#Tencent Meeting ID
：
130-561-883
Tips:
you can participate in the online ICKG2023 conference as follows.
1)
If
you are not in China, please download the voov meeting software (International
version of the Tencent meeting).
https://voovmeeting.com/download-center.html?from=1002
Otherwise, you
can use the Tencent meeting software (Domestic version).
https://meeting.tencent.com/download/
2)
After
a simple registration (such as using your mobile phone number), please input
the #Tencent Meeting ID mentioned for each session in the schedule, then you
can enter the online meeting.
Day 1: December 1, 2023 (Beijing time)
Opening and Keynote Session K1 (09:00 – 10:30)
09:00 – 09:30
Opening Session
Chair: Xindong Wu
09:30 – 10:30
Keynote Speech 1 (K1)
Enterprise Intelligent Manufacturing Practice
(Ma Yushan, Academician of the Chinese Academy of Engineering)
Parallel Session A1 (10:30 – 12:00, December 1), Chair:
Jing Zhang
Machine Learning and Knowledge Graphs
Beijing/Hong Kong Time
PaperId
Author
Title
1
10:30-10:45
DM426
Abdullah Alchihabi, Qing En, Yuhong Guo
Efficient Low-Rank GNN Defense Against Structural Attacks
2
10:45-11:00
DM442
Yufei Li, Yanchi Liu, Haoyu Wang, Zhengzhang Chen, Wei Cheng, Yuncong Chen, Wenchao Yu, Haifeng Chen, Cong Liu
GLAD: Content-aware Dynamic Graphs for Log Anomaly Detection
3
11:00-11:15
DM980
Bin Yang, Liusiyuan Sun, Ying Xing, Jiawei Zhou, Chen Cheng
GAFM: Learning the Weights of feature interaction via Graph Attentional Factorization Machine
4
11:15-11:30
KG252
João Pedro Quadrado, Carlos Roberto Valêncio, Adriane Orenha Ottaiano, Geraldo Francisco Donega Zafalon, Luís Marcello Moraes Silva, Angelo Cesar Colombini
Generation of new bilingual dictionaries through inference techniques supported by a Graph Oriented Database Management System
5
11:30-11:45
DM804
Zhihui Zhang, Jianxiang Yu, Xiang Li
Context-aware Session-based Recommendation with Graph Neural Networks
6
11:45-12:00
KG201
Senthilkumar Vijayakumar, Filious Louis
Revolutionizing Staffing and Recruiting with Contextual Knowledge Graphs and QNLP: An End-to-End Quantum Training Paradigm
Parallel Session A2 (14:00 – 15:30, December 1), Chair:
Qingren Wang
Knowledge Graphs and NLP
Beijing/Hong Kong Time
PaperId
Author
Title
1
14:00-14:15
KG316
Bofeng Zhang, Xiuhong Yao, Haiyan Li, Mirensha Aini
Chinese Medical Named Entity Recognition based on Expert Knowledge and Fine-tuning Bert
2
14:15-14:30
KG296
Qingren Wang, Ao Liu, Kang Yan, Juan Hou, Wei Li
BigFive: A Chinese Textual Dataset Supporting Psychology Knowledge Graph Construction
3
14:30-14:45
KG322
Fei Jie, Haijun Zhang, Jinxiang Wang, Zhenhua Yu
ASRDataset: A Multi-granularity Shuffle System for Preparing Large-scale ASR Training Data
4
14:45-15:00
KG242
Aizhen Yue, Dongsheng Guo, Zheng Zhang, Bingxin Chang, Dengrong Huang, Lianchao Zhang, Zhaoliang Chen, Yanpeng Chen, Wenzheng Shan, Qi Zhang, Enhao Zhan, Qilai Zhang, Rui Li, Shaoxiang Zhao, Zizhong Wei
A Study Case of Automatic Archival Research and Compilation using Large Language Models
5
15:00-15:15
DM936
Mohammad Iqbal, Tsamarah Rana Nugraha, Rosita Laili Udhiah, Hsing-Kuo Pao
ASAGeR: Automated Short Answer Grading Regressor via Sentence Simplification
6
15:15-15:30
DM903
Jian Zhu, Mingkai Sheng, Mingda Ke, Wen Cheng, Liying Zhang, Lingfang Zeng
Deep Fusion Multi-View Hashing for Multimedia Retrieval
Parallel Session B1 (10:30 – 12:00, December 1), Chair:
Pengpeng Zhao
Machine Learning for Time Series and Visualization
Beijing/Hong Kong Time
PaperId
Author
Title
1
10:30-10:45
KG315
Philippe A. Martin
Incremental Integration of Fragmented Knowledge Via the Edition Protocol of a Shared Knowledge Base
2
10:45-11:00
KG281
Lintai Cui, Liuqi Jin
Predicting ICU Pressure Injuries with Historical Data: A Multivariate Time Series Approach
3
11:00-11:15
KG319
Simon Schramm
Constructing the Simple Timeseries Event Model Knowledge Graph
4
11:15-11:30
DM1027
Chang Dong, Liangwei Zheng, Weitong Chen, Wei Zhang, Lin Yue
SWAP: Exploiting Second-Ranked Logits for Adversarial Attacks on Time Series
5
11:15-11:45
DM945
Ze Yang, Yimeng Sun, Takao Nakaguchi, Masaharu Imai
EMoDi: Entity-Enhanced Momentum-Difference Contrastive Learning for Semantic-Aware Verification of Scientific Information
6
11:45-12:00
DM460
Anjan Chowdhury, Swarup Chattopadhyay, Kuntal Ghosh, Gautam Das
NeuroANATOP: An Effective Tool to Assess the Progression of Alzheimer’s disease in Human Brain Networks
Parallel Session B2 (14:00 – 15:30, December 1), Chair:
Peipei Li
Representation Learning, Semi-supervised Learning and Application
Beijing/Hong Kong Time
PaperId
Author
Title
1
14:00-14:15
DM1036
Dawei Li, Ying Guo, Di Liu, Yangkun Ren, Ruinan Hu, Zhenyu Guan
Client-Edge-Cloud Hierarchical Federated Learning Based on Generative Adversarial Networks
2
14:15-14:30
DM349
Junda Lu, Yukai Miao, Mingyang Chen, Bo Huang, Bing Li, Wei Wang, Dinusha Vatsalan, Mohamed Ali Kaafar
Distance Maximization and Defences on Deep Hashing Based Image Retrieval
3
14:30-14:45
KG250
Zelin Xu, Peipei Li
Decomposition and Combination-based Classifier Chains for Semi-Supervised Multi-Dimensional Classification
4
14:45-15:00
DM1007
Huidong Jin, Yaozhong Liu, Quanxi Shao, Ming Li
Postprocessing Ensemble Forecasts with Generative Adversarial Networks for Daily Precipitation
5
15:00-15:15
KG303
Zan Zhang, Depeng Zhang, Gongqing Wu
Multi-Label classification with Missing Labels by Preserving Feature-Label Space Consistency
6
15:15-15:30
DM515
Xiangyu Li, Umberto Gherardi, Armand Ovanessians, Hua Wang
Beyond the Simplex: Hadamard-Infused Deep Sparse Representations for Enhanced Similarity Measures
Day 2: December 2, 2023 (Beijing
Time)
Keynote Session K2 (09:00 – 10:00, December 2, 2023)
Chair: Xindong Wu
09:00 – 10:00
Keynote Speech 2 (K2)
Varieties of General Intelligence
(Michael Wooldridge, University of Oxford)
Parallel Session A3 (10:00 – 11:30, December 2), Chair:
Chenyang Bu
Reasoning with Knowledge Graphs, Domain Knowledge Graphs, Knowledge Graph Analytics and Applications
Beijing/Hong Kong Time
PaperId
Author
Title
1
10:00-10:15
DM752
Guozhu Dong, Nicholas Skapura
GrMC: Towards Interpretable Classification Models That Are Also Accurate
2
10:15-10:30
DM1137
Lixi Gou, Renjie Zhou, Jian Wan, Jilin Zhang, Yue Yao, Chang Yang
Temporal Gate-Attention Network for Meta-path based Explainable Recommendation
3
10:30-10:45
DM793
Hyeonseo Kim, Nuri Park, Juneyoung Park, Ling Wang
Accident analysis for Port Terminals using Heterogeneous XAI-informed Machine Learning Approach
4
10:45-11:00
KG231
wei zhao, Zhiyuan Guo, Fei Xie
Non-autoregressive Speech Synthesis by Fusion of CoordConv and Sound Quality
5
11:00-11:15
DM497
Zhihao Chen, Pengfei Jiao, Yinghui Wang , Huijun Tang, Jilin Zhang
Enhancing Network Alignment through Multi-Scale Information Fusion
6
11:15-11:30
KG318
Simon Schramm
Inductive Logic Programming for explainable graph clustering
Parallel Session A4 (14:00 – 15:15, December 2), Chair:
Zeyi Sun
Deep Learning and Application
Beijing/Hong Kong Time
PaperId
Author
Title
1
14:00-14:15
KG312
Menghao Guo, Fan Wu, Jinling Jiang, Xiaoran Yan, Guangyong Chen, Wenhui Li, Yunhong Zhao, Zeyi Sun
Investigations on Scientific Literature Meta Information Extraction Using Large Language Models
2
14:15-14:30
DM1108
Yizhang Zou, Xuegang Hu, Peipei Li
Online Multi-Label Classification with Scalable Margin Robust to Missing Labels
3
14:30-14:45
DM1066
Xin Liu, Siyu Tao, Jie Zheng
Meta Learning for Low-Data Prediction of Cancer-specific Synthetic Lethality as Drug Targets
4
14:45-15:00
KG310
Rui Shen, Hui-juan Zhu, Chang Li, Hua-hui Wei
GAResNet: A Transfer Learning based Framework for Android Malware Detection
5
15:00-15:15
KG230
Peng Wang, Zhiyuan Guo, Fei Xie
Layer Sparse Transformer for Speech Recognition
Day 1: December 1, 2023 (Beijing time)
Opening and Keynote Session K1 (09:00 – 10:30)
09:00 – 09:30
Opening Session
Chair: Xindong Wu
09:30 – 10:30
Keynote Speech 1 (K1)
Enterprise Intelligent Manufacturing Practice
(Ma Yushan, Academician of the Chinese Academy of Engineering)
Parallel Session A1 (10:30 – 12:00, December 1), Chair: Jing Zhang
Machine Learning and Knowledge Graphs
Beijing/Hong Kong Time
PaperId
Author
Title
1
10:30-10:45
DM426
Abdullah Alchihabi, Qing En, Yuhong Guo
Efficient Low-Rank GNN Defense Against Structural Attacks
2
10:45-11:00
DM442
Yufei Li, Yanchi Liu, Haoyu Wang, Zhengzhang Chen, Wei Cheng, Yuncong Chen, Wenchao Yu, Haifeng Chen, Cong Liu
GLAD: Content-aware Dynamic Graphs for Log Anomaly Detection
3
11:00-11:15
DM980
Bin Yang, Liusiyuan Sun, Ying Xing, Jiawei Zhou, Chen Cheng
GAFM: Learning the Weights of feature interaction via Graph Attentional Factorization Machine
4
11:15-11:30
KG252
João Pedro Quadrado, Carlos Roberto Valêncio, Adriane Orenha Ottaiano, Geraldo Francisco Donega Zafalon, Luís Marcello Moraes Silva, Angelo Cesar Colombini
Generation of new bilingual dictionaries through inference techniques supported by a Graph Oriented Database Management System
5
11:30-11:45
DM804
Zhihui Zhang, Jianxiang Yu, Xiang Li
Context-aware Session-based Recommendation with Graph Neural Networks
6
11:45-12:00
KG201
Senthilkumar Vijayakumar, Filious Louis
Revolutionizing Staffing and Recruiting with Contextual Knowledge Graphs and QNLP: An End-to-End Quantum Training Paradigm
Parallel Session A2 (14:00 – 15:30, December 1), Chair: Qingren Wang
Knowledge Graphs and NLP
Beijing/Hong Kong Time
PaperId
Author
Title
1
14:00-14:15
KG316
Bofeng Zhang, Xiuhong Yao, Haiyan Li, Mirensha Aini
Chinese Medical Named Entity Recognition based on Expert Knowledge and Fine-tuning Bert
2
14:15-14:30
KG296
Qingren Wang, Ao Liu, Kang Yan, Juan Hou, Wei Li
BigFive: A Chinese Textual Dataset Supporting Psychology Knowledge Graph Construction
3
14:30-14:45
KG322
Fei Jie, Haijun Zhang, Jinxiang Wang, Zhenhua Yu
ASRDataset: A Multi-granularity Shuffle System for Preparing Large-scale ASR Training Data
4
14:45-15:00
KG242
Aizhen Yue, Dongsheng Guo, Zheng Zhang, Bingxin Chang, Dengrong Huang, Lianchao Zhang, Zhaoliang Chen, Yanpeng Chen, Wenzheng Shan, Qi Zhang, Enhao Zhan, Qilai Zhang, Rui Li, Shaoxiang Zhao, Zizhong Wei
A Study Case of Automatic Archival Research and Compilation using Large Language Models
5
15:00-15:15
DM936
Mohammad Iqbal, Tsamarah Rana Nugraha, Rosita Laili Udhiah, Hsing-Kuo Pao
ASAGeR: Automated Short Answer Grading Regressor via Sentence Simplification
6
15:15-15:30
DM903
Jian Zhu, Mingkai Sheng, Mingda Ke, Wen Cheng, Liying Zhang, Lingfang Zeng
Deep Fusion Multi-View Hashing for Multimedia Retrieval
Parallel Session B1 (10:30 – 12:00, December 1), Chair: Pengpeng Zhao
Machine Learning for Time Series and Visualization
Beijing/Hong Kong Time
PaperId
Author
Title
1
10:30-10:45
KG315
Philippe A. Martin
Incremental Integration of Fragmented Knowledge Via the Edition Protocol of a Shared Knowledge Base
2
10:45-11:00
KG281
Lintai Cui, Liuqi Jin
Predicting ICU Pressure Injuries with Historical Data: A Multivariate Time Series Approach
3
11:00-11:15
KG319
Simon Schramm
Constructing the Simple Timeseries Event Model Knowledge Graph
4
11:15-11:30
DM1027
Chang Dong, Liangwei Zheng, Weitong Chen, Wei Zhang, Lin Yue
SWAP: Exploiting Second-Ranked Logits for Adversarial Attacks on Time Series
5
11:15-11:45
DM945
Ze Yang, Yimeng Sun, Takao Nakaguchi, Masaharu Imai
EMoDi: Entity-Enhanced Momentum-Difference Contrastive Learning for Semantic-Aware Verification of Scientific Information
6
11:45-12:00
DM460
Anjan Chowdhury, Swarup Chattopadhyay, Kuntal Ghosh, Gautam Das
NeuroANATOP: An Effective Tool to Assess the Progression of Alzheimer’s disease in Human Brain Networks
Parallel Session B2 (14:00 – 15:30, December 1), Chair: Peipei Li
Representation Learning, Semi-supervised Learning and Application
Beijing/Hong Kong Time
PaperId
Author
Title
1
14:00-14:15
DM1036
Dawei Li, Ying Guo, Di Liu, Yangkun Ren, Ruinan Hu, Zhenyu Guan
Client-Edge-Cloud Hierarchical Federated Learning Based on Generative Adversarial Networks
2
14:15-14:30
DM349
Junda Lu, Yukai Miao, Mingyang Chen, Bo Huang, Bing Li, Wei Wang, Dinusha Vatsalan, Mohamed Ali Kaafar
Distance Maximization and Defences on Deep Hashing Based Image Retrieval
3
14:30-14:45
KG250
Zelin Xu, Peipei Li
Decomposition and Combination-based Classifier Chains for Semi-Supervised Multi-Dimensional Classification
4
14:45-15:00
DM1007
Huidong Jin, Yaozhong Liu, Quanxi Shao, Ming Li
Postprocessing Ensemble Forecasts with Generative Adversarial Networks for Daily Precipitation
5
15:00-15:15
KG303
Zan Zhang, Depeng Zhang, Gongqing Wu
Multi-Label classification with Missing Labels by Preserving Feature-Label Space Consistency
6
15:15-15:30
DM515
Xiangyu Li, Umberto Gherardi, Armand Ovanessians, Hua Wang
Beyond the Simplex: Hadamard-Infused Deep Sparse Representations for Enhanced Similarity Measures
Day 2: December 2, 2023 (Beijing Time)
Keynote Session K2 (09:00 – 10:00, December 2, 2023) Chair: Xindong Wu
09:00 – 10:00
Keynote Speech 2 (K2)
Varieties of General Intelligence
(Michael Wooldridge, University of Oxford)
Parallel Session A3 (10:00 – 11:30, December 2), Chair: Chenyang Bu
Reasoning with Knowledge Graphs, Domain Knowledge Graphs, Knowledge Graph Analytics and Applications
Beijing/Hong Kong Time
PaperId
Author
Title
1
10:00-10:15
DM752
Guozhu Dong, Nicholas Skapura
GrMC: Towards Interpretable Classification Models That Are Also Accurate
2
10:15-10:30
DM1137
Lixi Gou, Renjie Zhou, Jian Wan, Jilin Zhang, Yue Yao, Chang Yang
Temporal Gate-Attention Network for Meta-path based Explainable Recommendation
3
10:30-10:45
DM793
Hyeonseo Kim, Nuri Park, Juneyoung Park, Ling Wang
Accident analysis for Port Terminals using Heterogeneous XAI-informed Machine Learning Approach
4
10:45-11:00
KG231
wei zhao, Zhiyuan Guo, Fei Xie
Non-autoregressive Speech Synthesis by Fusion of CoordConv and Sound Quality
5
11:00-11:15
DM497
Zhihao Chen, Pengfei Jiao, Yinghui Wang , Huijun Tang, Jilin Zhang
Enhancing Network Alignment through Multi-Scale Information Fusion
6
11:15-11:30
KG318
Simon Schramm
Inductive Logic Programming for explainable graph clustering
Parallel Session A4 (14:00 – 15:15, December 2), Chair: Zeyi Sun
Deep Learning and Application
Beijing/Hong Kong Time
PaperId
Author
Title
1
14:00-14:15
KG312
Menghao Guo, Fan Wu, Jinling Jiang, Xiaoran Yan, Guangyong Chen, Wenhui Li, Yunhong Zhao, Zeyi Sun
Investigations on Scientific Literature Meta Information Extraction Using Large Language Models
2
14:15-14:30
DM1108
Yizhang Zou, Xuegang Hu, Peipei Li
Online Multi-Label Classification with Scalable Margin Robust to Missing Labels
3
14:30-14:45
DM1066
Xin Liu, Siyu Tao, Jie Zheng
Meta Learning for Low-Data Prediction of Cancer-specific Synthetic Lethality as Drug Targets
4
14:45-15:00
KG310
Rui Shen, Hui-juan Zhu, Chang Li, Hua-hui Wei
GAResNet: A Transfer Learning based Framework for Android Malware Detection
5
15:00-15:15
KG230
Peng Wang, Zhiyuan Guo, Fei Xie
Layer Sparse Transformer for Speech Recognition
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