Chih-Ya Shen

According to our database, Chih-Ya Shen authored at least 73 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Budget-Constrained Ego Network Extraction With Maximized Willingness.

Bay-Yuan Hsu, Chia-Hsun Lu, Ming-Yi Chang, Chih-Ying Tseng, Chih-Ya Shen

IEEE Trans. Knowl. Data Eng., December, 2024

Improving graph-based recommendation with unraveled graph learning.

Chih-Chieh Chang, Diing-Ruey Tzeng, Chia-Hsun Lu, Ming-Yi Chang, Chih-Ya Shen

Data Min. Knowl. Discov., July, 2024

Detecting Targets of Graph Adversarial Attacks With Edge and Feature Perturbations.

Boyi Lee, Jhao-Yin Jhang, Lo-Yao Yeh, Ming-Yi Chang, Chia-Mei Chen, Chih-Ya Shen

IEEE Trans. Comput. Soc. Syst., June, 2024

Maximizing $(k,L)$-Core With Edge Augmentation in Multilayer Graphs.

Chih-Chieh Chang, Chia-Hsun Lu, Shun-Jen Teng, Ming-Yi Chang, Ya-Chi Ho, Chih-Ya Shen

IEEE Trans. Comput. Soc. Syst., June, 2024

Learning to Augment Graphs: Machine-Learning-Based Social Network Intervention With Self-Supervision.

Chih-Chieh Chang, Chia-Hsun Lu, Ming-Yi Chang, Chao-En Shen, Ya-Chi Ho, Chih-Ya Shen

IEEE Trans. Comput. Soc. Syst., June, 2024

Diversity-Optimized Group Extraction in Social Networks.

Bay-Yuan Hsu, Yi-Ling Chen, Ya-Chi Ho, Po-Yuan Chang, Chih-Chieh Chang, Ben-Chang Shia, Chih-Ya Shen

IEEE Trans. Comput. Soc. Syst., February, 2024

Temporal Difference-Aware Graph Convolutional Reinforcement Learning for Multi-Intersection Traffic Signal Control.

Wei-Yu Lin, Yun-Zhu Song, Bo-Kai Ruan, Hong-Han Shuai, Chih-Ya Shen, Li-Chun Wang, Yung-Hui Li

IEEE Trans. Intell. Transp. Syst., January, 2024

GDPR-Compliant Personal Health Record Sharing Mechanism With Redactable Blockchain and Revocable IPFS.

Lo-Yao Yeh, Wan-Hsin Hsu, Chih-Ya Shen

IEEE Trans. Dependable Secur. Comput., 2024

Auditable Homomorphic-based Decentralized Collaborative AI with Attribute-based Differential Privacy.

Lo-Yao Yeh, Sheng-Po Tseng, Chia-Hsun Lu, Chih-Ya Shen

CoRR, 2024

Efficient Processing of Subsequent Densest Subgraph Query.

Chia-Yang Hung, Chih-Ya Shen

CoRR, 2024

Customized and Robust Deep Neural Network Watermarking.

Tzu-Yun Chien, Chih-Ya Shen

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

Learning to Solve Combinatorial Optimization Problems on Graphs with State-Aware Multi-Relation Aggregation.

Hui-Ju Hung, Wang-Chien Lee, Tao-Yang Fu, Chih-Ya Shen, Zhen Lei

Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, 2024

Leveraging Transfer Learning for Enhancing Graph Optimization Problem Solving.

Hui-Ju Hung, Wang-Chien Lee, Chih-Ya Shen, Fang He, Zhen Lei

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024

Gaming Group Formation in Social Networks of Video Game Distribution Platforms.

Keng-Pei Lin, Tzu-Lin Chang, Shih-Hung Tsai, Chih-Ya Shen

Proceedings of the 13th IEEE Global Conference on Consumer Electronics, 2024

Two Heads Are Better Than One: Teaching MLPs with Multiple Graph Neural Networks via Knowledge Distillation.

Bo-Wei Yang, Ming-Yi Chang, Chia-Hsun Lu, Chih-Ya Shen

Proceedings of the Database Systems for Advanced Applications, 2024

Social-Aware Group Display Configuration in VR Conference.

Bay-Yuan Hsu, Chih-Ya Shen, Hao Shan Yuan, Wang-Chien Lee, De-Nian Yang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Willingness Maximization for Ego Network Data Extraction in Multiple Online Social Networks.

Bay-Yuan Hsu, Lo-Yao Yeh, Ming-Yi Chang, Chih-Ya Shen

IEEE Trans. Knowl. Data Eng., August, 2023

On Efficient Processing of Queries for Live Multi-Streaming Soiree Organization.

Cedric Parfait Kankeu Fotsing, Chih-Ya Shen, Liang-Hao Huang, Yi-Shin Chen, Wang-Chien Lee, De-Nian Yang

IEEE Trans. Serv. Comput., 2023

Boosting Patch Correctness Checking via Combining Code-Edit Embeddings as Additional What-to-Change Information.

Chontipan Plengvittaya, Zee Hen Tang, Mi-Yen Yeh, Chih-Ya Shen

Proceedings of the IEEE International Conference on Web Intelligence and Intelligent Agent Technology, 2023

On Spatial Crowdsourcing Query under Pandemics.

Cedric Parfait Kankeu Fotsing, Guang-Siang Lee, Ya-Wen Teng, Chih-Ya Shen, Yi-Shin Chen, De-Nian Yang

Proceedings of the 24th IEEE International Conference on Mobile Data Management, 2023

Similarity-Aware Sampling for Machine Learning-Based Goal-Oriented Subgraph Extraction.

Jhen-Hao Yang, Chih-Ya Shen, Ming-Yi Chang, Ya-Chi Ho, Chia-Hsun Lu

Proceedings of the IEEE International Conference on Communications, 2023

Enhancing Link Prediction with Self-Discriminating Augmentation for Structure-Aware Contrastive Learning.

Hao-Wei Yang, Ming-Yi Chang, Chih-Ya Shen

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

2022

Learning to Solve Task-Optimized Group Search for Social Internet of Things.

Chen-Hsu Yang, Hong-Han Shuai, Chih-Ya Shen, Ming-Syan Chen

IEEE Trans. Knowl. Data Eng., 2022

Activity Organization for Friend-Making Optimization in Online Social Networks.

Chih-Ya Shen, De-Nian Yang, Wang-Chien Lee, Ming-Syan Chen

IEEE Trans. Knowl. Data Eng., 2022

On Extracting Socially Tenuous Groups for Online Social Networks With $k$k-Triangles.

Chih-Ya Shen, Hong-Han Shuai, De-Nian Yang, Guang-Siang Lee, Liang-Hao Huang, Wang-Chien Lee, Ming-Syan Chen

IEEE Trans. Knowl. Data Eng., 2022

Learning to Extract Expert Teams in Social Networks.

Chih-Chieh Chang, Ming-Yi Chang, Jhao-Yin Jhang, Lo-Yao Yeh, Chih-Ya Shen

IEEE Trans. Comput. Soc. Syst., 2022

GDPR-Aware Revocable P2P File-Sharing System Over Consortium Blockchain.

Lo-Yao Yeh, Chih-Ya Shen, Wei-Chiao Huang, Wan-Hsin Hsu, Hsien-Chu Wu

IEEE Syst. J., 2022

Density Personalized Group Query.

Chih-Ya Shen, Shao-Heng Ko, Guang-Siang Lee, Wang-Chien Lee, De-Nian Yang

Proc. VLDB Endow., 2022

Learning Computation Bounds for Branch-and-Bound Algorithms to k-plex Extraction.

Yun-Ya Huang, Chih-Ya Shen

CoRR, 2022

Customized Watermarking for Deep Neural Networks via Label Distribution Perturbation.

Tzu-Yun Chien, Chih-Ya Shen

CoRR, 2022

On Epidemic-aware Socio Spatial POI Recommendation.

Cedric Parfait Kankeu Fotsing, Ya-Wen Teng, Guang-Siang Lee, Chih-Ya Shen, Yi-Shin Chen, De-Nian Yang

Proceedings of the 23rd IEEE International Conference on Mobile Data Management, 2022

Enhancing Machine Learning Approaches for Graph Optimization Problems with Diversifying Graph Augmentation.

Chen-Hsu Yang, Chih-Ya Shen

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Decentralized Federated Learning with Enhanced Privacy Preservation.

Sheng-Po Tseng, Jan-Yue Lin, Wei-Chien Cheng, Lo-Yao Yeh, Chih-Ya Shen

Proceedings of the IEEE International Conference on Multimedia and Expo Workshops, 2022

2021

Network Intervention for Mental Disorders with Minimum Small Dense Subgroups.

Bay-Yuan Hsu, Chih-Ya Shen, Xifeng Yan

IEEE Trans. Knowl. Data Eng., 2021

Inviting Participants' Peers in a Mobile Assessment Study: An Empirical Investigation.

Yu-Lin Chang, Hao-Ping (Hank) Lee, Yung-Ju Chang, Chih-Ya Shen

Proceedings of the MobileHCI '21: 23rd International Conference on Mobile Human-Computer Interaction, Toulouse & Virtual Event, France, 27 September 2021, 2021

2020

A deep architecture for depression detection using posting, behavior, and living environment data.

Min Yen Wu, Chih-Ya Shen, En Tzu Wang, Arbee L. P. Chen

J. Intell. Inf. Syst., 2020

CrawlSN: community-aware data acquisition with maximum willingness in online social networks.

Bay-Yuan Hsu, Chia-Lin Tu, Ming-Yi Chang, Chih-Ya Shen

Data Min. Knowl. Discov., 2020

Efficient Algorithms towards Network Intervention.

Hui-Ju Hung, Wang-Chien Lee, De-Nian Yang, Chih-Ya Shen, Zhen Lei, Sy-Miin Chow

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Integrating Cellphone-based Hardware Wallet with Visional Certificate Verification System.

Lo-Yao Yeh, Wan-Hsin Hsu, Jiun-Long Huang, Chih-Ya Shen, Chi Wu-Lee

Proceedings of the IEEE Global Communications Conference, 2020

LOST: A Location Estimator Scheme for PM2.5 Pollution Sources in Sparse Sensors Network.

Faisal Ghaffar, George William Kibirige, Chih-Ya Shen, Meng Chang Chen

Proceedings of the IEEE Global Communications Conference, 2020

On Minimizing Diagonal Block-Wise Differences for Neural Network Compression.

Yun-Jui Hsu, Yi-Ting Chang, Chih-Ya Shen, Hong-Han Shuai, Wei-Lun Tseng, Chen-Hsu Yang

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

WMEgo: Willingness Maximization for Ego Network Data Extraction in Online Social Networks.

Bay-Yuan Hsu, Chih-Ya Shen, Ming-Yi Chang

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

On Efficient Processing of Group and Subsequent Queries for Social Activity Planning.

Yi-Ling Chen, De-Nian Yang, Chih-Ya Shen, Wang-Chien Lee, Ming-Syan Chen

IEEE Trans. Knowl. Data Eng., 2019

Blockchain Technology for e-Marketplace.

Yi-Wei Chang, Keng-Pei Lin, Chih-Ya Shen

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops, 2019

She is in a Bad Mood Now: Leveraging Peers to Increase Data Quantity via a Chatbot-Based ESM.

Yu-Lin Chang, Yung-Ju Chang, Chih-Ya Shen

Proceedings of the 21st International Conference on Human-Computer Interaction with Mobile Devices and Services, 2019

On Crawling Community-aware Online Social Network Data.

Bay-Yuan Hsu, Chia-Lin Tu, Ming-Yi Chang, Chih-Ya Shen

Proceedings of the 30th ACM Conference on Hypertext and Social Media, 2019

Optimizing k-Collector Routing for Big Data Collection in Road Networks.

Bay-Yuan Hsu, Chih-Ya Shen, Guang-Siang Lee, Yun-Jui Hsu, Chen-Hsu Yang, Chen-Wei Lu, Ming-Yi Chang, Kei-Peng Lin

Proceedings of the 2019 IEEE Global Communications Conference, 2019

A Smart Contract-Based Mobile Ticketing System with Multi-Signature and Blockchain.

Keng-Pei Lin, Yi-Wei Chang, Zhi-Hong Wei, Chih-Ya Shen, Ming-Yi Chang

Proceedings of the IEEE 8th Global Conference on Consumer Electronics, 2019

2018

A Comprehensive Study on Social Network Mental Disorders Detection via Online Social Media Mining.

Hong-Han Shuai, Chih-Ya Shen, De-Nian Yang, Yi-Feng Lan, Wang-Chien Lee, Philip S. Yu, Ming-Syan Chen

IEEE Trans. Knowl. Data Eng., 2018

Leveraging Online Word of Mouth for Personalized App Recommendation.

Keng-Pei Lin, Yi-Wei Chang, Chih-Ya Shen, Mei-Chu Lin

IEEE Trans. Comput. Soc. Syst., 2018

On Automatic Formation of Effective Therapy Groups in Social Networks.

Bay-Yuan Hsu, Yi-Feng Lan, Chih-Ya Shen

IEEE Trans. Comput. Soc. Syst., 2018

QMSampler: Joint Sampling of Multiple Networks with Quality Guarantee.

Hong-Han Shuai, De-Nian Yang, Chih-Ya Shen, Philip S. Yu, Ming-Syan Chen

IEEE Trans. Big Data, 2018

Enriching UML from Model Multiplicity to Model Singularity with Structure-Behavior Coalescence.

Keng-Pei Lin, Chih-Ya Shen, William Chao

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

On Extracting Social-Aware Diversity-Optimized Groups in Social Networks.

Bay-Yuan Hsu, Chih-Ya Shen

Proceedings of the IEEE Global Communications Conference, 2018

On Organizing Online Soirees with Live Multi-Streaming.

Chih-Ya Shen, Cedric Parfait Kankeu Fotsing, De-Nian Yang, Yi-Shin Chen, Wang-Chien Lee

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

A Consumer Review-Driven Recommender Service for Web E-Commerce.

Keng-Pei Lin, Chih-Ya Shen, Tzu-Lin Chang, Te-Min Chang

Proceedings of the 10th IEEE Conference on Service-Oriented Computing and Applications, 2017

On Finding Socially Tenuous Groups for Online Social Networks.

Chih-Ya Shen, Liang-Hao Huang, De-Nian Yang, Hong-Han Shuai, Wang-Chien Lee, Ming-Syan Chen

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Task-Optimized Group Search for Social Internet of Things.

Chih-Ya Shen, Hong-Han Shuai, Kuo-Feng Hsu, Ming-Syan Chen

Proceedings of the 20th International Conference on Extending Database Technology, 2017

2016

Socio-Spatial Group Queries for Impromptu Activity Planning.

Chih-Ya Shen, De-Nian Yang, Liang-Hao Huang, Wang-Chien Lee, Ming-Syan Chen

IEEE Trans. Knowl. Data Eng., 2016

Spatial-Proximity Optimization for Rapid Task Group Deployment.

Chih-Ya Shen, De-Nian Yang, Wang-Chien Lee, Ming-Syan Chen

ACM Trans. Knowl. Discov. Data, 2016

Mining Online Social Data for Detecting Social Network Mental Disorders.

Hong-Han Shuai, Chih-Ya Shen, De-Nian Yang, Yi-Feng Lan, Wang-Chien Lee, Philip S. Yu, Ming-Syan Chen

Proceedings of the 25th International Conference on World Wide Web, 2016

Massive parallelism for non-linear and non-stationary data analysis with GPGPU.

Chun-Chieh Chen, Chih-Ya Shen, Ming-Syan Chen

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015

Maximizing Friend-Making Likelihood for Social Activity Organization.

Chih-Ya Shen, De-Nian Yang, Wang-Chien Lee, Ming-Syan Chen

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Forming Online Support Groups for Internet and Behavior Related Addictions.

Chih-Ya Shen, Hong-Han Shuai, De-Nian Yang, Yi-Feng Lan, Wang-Chien Lee, Philip S. Yu, Ming-Syan Chen

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Revenue maximization for telecommunications company with social viral marketing.

Hong-Han Shuai, Chih-Ya Shen, Hsiang-Chun Hsu, De-Nian Yang, Chung-Kuang Chou, Jihg-Hong Lin, Ming-Syan Chen

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2013

Pattern Based Graph Generator

Hong-Han Shuai, De-Nian Yang, Philip S. Yu, Chih-Ya Shen, Ming-Syan Chen

CoRR, 2013

On Package Organization for Willingness Satisfaction in Social Networks.

Chung-Kuang Chou, Hui-Ju Hung, Hong-Han Shuai, Chih-Ya Shen, De-Nian Yang, Meng-Jung Shih, Wei Jung Lai

Proceedings of the Conference on Technologies and Applications of Artificial Intelligence, 2013

On Pattern Preserving Graph Generation.

Hong-Han Shuai, De-Nian Yang, Philip S. Yu, Chih-Ya Shen, Ming-Syan Chen

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

2012

Collaborative and Distributed Search System with Mobile Devices.

Chih-Ya Shen, De-Nian Yang, Ming-Syan Chen

IEEE Trans. Mob. Comput., 2012

On socio-spatial group query for location-based social networks.

De-Nian Yang, Chih-Ya Shen, Wang-Chien Lee, Ming-Syan Chen

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

2011

S-AKA: A Provable and Secure Authentication Key Agreement Protocol for UMTS Networks.

Yu-Lun Huang, Chih-Ya Shen, Shiuh-Pyng Winston Shieh

IEEE Trans. Veh. Technol., 2011

2010

A two-phase hybrid codebook generation technique for vector quantization.

Chia-Chen Yen, Chih-Ya Shen, Ming-Syan Chen

Proceedings of the International Conference on Image Processing, 2010

2009

Provable Secure AKA Scheme with Reliable Key Delegation in UMTS.

Yu-Lun Huang, Chih-Ya Shen, Shiuhpyng Shieh, Hung-Jui Wang, Cheng-Chun Lin

Proceedings of the Third IEEE International Conference on Secure Software Integration and Reliability Improvement, 2009