Ming-Yi Chang

22 papers A 2B 2Journal 14Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Attacking Community Detection With Bounded Neighborhood Expansion and Edge Augmentation.
IEEE Trans. Knowl. Data Eng.
Bay-Yuan Hsu, Chia-Hsun Lu, Yu-Wei Chang, Ming-Yi Chang, Chih-Ya Shen
2025 J jnl
Diversifying Graph Augmentation for Learning to Solve Graph Optimization Problems.
IEEE Trans. Knowl. Data Eng.
Bay-Yuan Hsu, Chen-Hsu Yang, Chia-Hsun Lu, Ming-Yi Chang, Lo-Yao Yeh, Chih-Ya Shen
2025 J jnl
Efficient Detection of $k$-Plex Structures in Large Graphs Through Constraint Learning.
IEEE Trans. Comput. Soc. Syst.
Hui-Ju Hung, Chia-Hsun Lu, Yun-Ya Huang, Ming-Yi Chang, Ya-Chi Ho, Chih-Ya Shen
2025 J jnl
Predicting network members from partial contact records on social media: A machine learning approach.
Soc. Networks
Shu-Mei Lai, Tso-Jung Yen, Ming-Yi Chang, Yang-chih Fu, Wei-Chung Liu
2025 J jnl
Visual Analytics of Multivariate Networks With Representation Learning and Composite Variable Construction.
IEEE Trans. Vis. Comput. Graph.
Hsiao-Ying Lu, Takanori Fujiwara, Ming-Yi Chang, Yang-chih Fu, Anders Ynnerman, Kwan-Liu Ma
2024 J jnl
Budget-Constrained Ego Network Extraction With Maximized Willingness.
IEEE Trans. Knowl. Data Eng.
Bay-Yuan Hsu, Chia-Hsun Lu, Ming-Yi Chang, Chih-Ying Tseng, Chih-Ya Shen
2024 J jnl
Detecting Targets of Graph Adversarial Attacks With Edge and Feature Perturbations.
IEEE Trans. Comput. Soc. Syst.
Boyi Lee, Jhao-Yin Jhang, Lo-Yao Yeh, Ming-Yi Chang, Chia-Mei Chen, Chih-Ya Shen
2024 J jnl
Improving graph-based recommendation with unraveled graph learning.
Data Min. Knowl. Discov.
Chih-Chieh Chang, Diing-Ruey Tzeng, Chia-Hsun Lu, Ming-Yi Chang, Chih-Ya Shen
2024 J jnl
Learning to Augment Graphs: Machine-Learning-Based Social Network Intervention With Self-Supervision.
IEEE Trans. Comput. Soc. Syst.
Chih-Chieh Chang, Chia-Hsun Lu, Ming-Yi Chang, Chao-En Shen, Ya-Chi Ho, Chih-Ya Shen
2024 J jnl
Maximizing $(k,L)$-Core With Edge Augmentation in Multilayer Graphs.
IEEE Trans. Comput. Soc. Syst.
Chih-Chieh Chang, Chia-Hsun Lu, Shun-Jen Teng, Ming-Yi Chang, Ya-Chi Ho, Chih-Ya Shen
2024 — conf
Two Heads Are Better Than One: Teaching MLPs with Multiple Graph Neural Networks via Knowledge Distillation.
DASFAA (4)
Bo-Wei Yang, Ming-Yi Chang, Chia-Hsun Lu, Chih-Ya Shen
2023 A conf
Enhancing Link Prediction with Self-Discriminating Augmentation for Structure-Aware Contrastive Learning.
ECAI
Hao-Wei Yang, Ming-Yi Chang, Chih-Ya Shen
2023 — conf
Similarity-Aware Sampling for Machine Learning-Based Goal-Oriented Subgraph Extraction.
ICC
Jhen-Hao Yang, Chih-Ya Shen, Ming-Yi Chang, Ya-Chi Ho, Chia-Hsun Lu
2023 J jnl
Visual Analytics of Multivariate Networks with Representation Learning and Composite Variable Construction.
CoRR
Hsiao-Ying Lu, Takanori Fujiwara, Ming-Yi Chang, Yang-chih Fu, Anders Ynnerman, Kwan-Liu Ma
2023 J jnl
Willingness Maximization for Ego Network Data Extraction in Multiple Online Social Networks.
IEEE Trans. Knowl. Data Eng.
Bay-Yuan Hsu, Lo-Yao Yeh, Ming-Yi Chang, Chih-Ya Shen
2022 J jnl
Learning to Extract Expert Teams in Social Networks.
IEEE Trans. Comput. Soc. Syst.
Chih-Chieh Chang, Ming-Yi Chang, Jhao-Yin Jhang, Lo-Yao Yeh, Chih-Ya Shen
2020 J jnl
CrawlSN: community-aware data acquisition with maximum willingness in online social networks.
Data Min. Knowl. Discov.
Bay-Yuan Hsu, Chia-Lin Tu, Ming-Yi Chang, Chih-Ya Shen
2020 B conf
Detecting Social Anxiety with Online Social Network Data.
MDM
Ming-Yi Chang, Chih-Ying Tseng
2020 A conf
WMEgo: Willingness Maximization for Ego Network Data Extraction in Online Social Networks.
CIKM
Bay-Yuan Hsu, Chih-Ya Shen, Ming-Yi Chang
2019 — conf
A Smart Contract-Based Mobile Ticketing System with Multi-Signature and Blockchain.
GCCE
Keng-Pei Lin, Yi-Wei Chang, Zhi-Hong Wei, Chih-Ya Shen, Ming-Yi Chang
2019 — conf
On Crawling Community-aware Online Social Network Data.
HT
Bay-Yuan Hsu, Chia-Lin Tu, Ming-Yi Chang, Chih-Ya Shen
2019 B conf
Optimizing k-Collector Routing for Big Data Collection in Road Networks.
GLOBECOM
Bay-Yuan Hsu, Chih-Ya Shen, Guang-Siang Lee, Yun-Jui Hsu, Chen-Hsu Yang, Chen-Wei Lu, Ming-Yi Chang, Kei-Peng Lin