International Workshop on Data-driven Science for Graphs: Algorithms, Architectures, and
Applications
Sorrento, Italy
Day 3: Sunday, December 17, 2023
* Tentative schedule below is based on Italy Time
WorkshopChairs:Jinli Zhang, Xuemin Lin, Yongduan Song
Keynote Speaker: Prof. Yoshihiro Yamanishi, Nagoya University, Japan
Day 3: Sunday, December 17, 2023 (14:00 – 18:00) Room: Boardroom 3
Time (TRT)
Title
Presenter/Authors
14:00 – 14:20
Opening & Keynote Talk
14:20 – 14:40
14:40 – 15:00
S42201 Clustering and GNN prediction with DrugMatrix
Jiaji Ma, Guojing Cong, and Scott Auerbach
S42202 Proximity Network for Visualizing Infection Risks of
Pedestrian Behavior at Large-Scale Events
Sayaka Morikoshi, Ryo Niwa, Shunki
Takami, Masaki Onishi, and Takayuki Itoh
S42203 A New Prediction Algorithm Based on Local Neighbor
Closeness and Influence of Node
Ding HaiPing, Wei Liang, Li FaXu, Li
PengYue, and Chen JunJie
15:00 – 15:20
Mingyuan Li, Lei Meng, Zhonglin Ye,
Haixing Zhao, Yuzhi Xiao, and Shujuan Cao
15:20 – 15:40
15:40 – 16:00
S42204 Multi-scale Heterogeneous Graph Contrastive Learning
S42205 Multi-modal Medical Information based Data Mining for
Expression and Characteristic Pattern Prediction of TP53 in
Endometrial Carcinoma
Tianming Du, Chen Li, Tao Jiang, Jinzhu
Yang, Marcin Grzegorzek, and Hongzan Sun
16:00 – 16:30
16:30 – 16:50
Coffee Break(30min)
S42206 Continuous Prompt for Chemical Language Model Aided
Anticancer Synergistic Drug Combination Prediction
Guannan Geng, Lingling Zhao, Chunyu
Wang, Xiaoyan Liu, and Junjie Wang
Hechen Yang, Jinzhu Yang, Tao Jiang, Xin
Zhao, Jinghua Zhang, Peng Zhao, Ao Chen,
Qianqing Nie, Marcin Grzegorzek, and Chen
Li
S42207 ECA-RetinaNet : A Novel Self-Attention RetinaNet for
Environmental Microorganism Image Object Detection
16:50 – 17:10
17:10 – 17:30
17:30 – 17:50
Shanchuan Huang, Hongwei Lei, Liuhan Jin,
Jinzhu Yang, Tao Jiang, Yudong Yao,
Marcin Grzegorzek, and Chen Li
S42208 Dermoscopic Image Classification Using Attention
Mechanism and Ensemble Learning Approaches
Minghe Gao, Chen Li, Jingyu Zhang,
S42209 Predicting PD-L1 status of esophageal cancer from H&E
images based on FusedNet model
Haoyuan Chen, Weiming Hu, Hechen Yang,
Liyu Shi, Yujie Jing, Shuaiyi Tian, Hongzan
Sun, Marcin Grzegorzek, and Xiaoyan Li
BigD590 On the pursuit of Graph Embedding Strategies for Individual Omid Isfahani Alamdari, Mirco Nanni, and
17:50 – 18:10
18:10 – 18:30
Mobility Networks
Agnese Bonavita
BigD638 Graph Coordinates and Conventional Neural Networks - An
Alternative for Graph Neural Networks
Zheyi Qin, Randy Paffenroth, and Anura
Jayasumana