Chih-Ya Shen

97 papers A* 8A 8B 13Misc 1Journal 46Unranked 15
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
2026 A conf
Federated Watermarking of Deep Neural Networks with Distributed Verification.
WSDM
Sheng-Po Tseng, Lo-Yao Yeh, Hui-Ju Hung, Chih-Ya Shen
2026 J jnl
Risk-Aware Skill-Coverage Hybrid Workforce Configuration on Social Networks.
CoRR
Hui-Ju Hung, Guang-Siang Lee, Chia-Hsun Lu, Chih-Ya Shen, De-Nian Yang
2025 J jnl
Auditable Homomorphic-Based Decentralized Collaborative AI With Attribute-Based Differential Privacy.
IEEE Trans. Netw. Serv. Manag.
Lo-Yao Yeh, Sheng-Po Tseng, Chia-Hsun Lu, Chih-Ya Shen
2025 J jnl
Compressing Deep Neural Networks with Goal-Specific Pruning and Self-Distillation.
ACM Trans. Knowl. Discov. Data
Fa-You Chen, Yun-Jui Hsu, Chia-Hsun Lu, Hong-Han Shuai, Lo-Yao Yeh, 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 A conf
Enhancing Contrastive Link Prediction With Edge Balancing Augmentation.
CIKM
Chen-Hao Chang, Hui-Ju Hung, Chia-Hsun Lu, Chih-Ya Shen
2025 J jnl
Enhancing Contrastive Link Prediction With Edge Balancing Augmentation.
CoRR
Chen-Hao Chang, Hui-Ju Hung, Chia-Hsun Lu, Chih-Ya Shen
2025 A conf
Model-Agonistic Iterative Graph Diversification for Improving Learning to Solve Graph Optimization Problems.
CIKM
Bay-Yuan Hsu, Chia-Hsun Lu, Chih-Ya Shen
2025 — ed.
Technologies and Applications of Artificial Intelligence - 29th International Conference, TAAI 2024, Hsinchu, Taiwan, December 6-7, 2024, Proceedings, Part I
TAAI (1)
Wei-Ta Chu, Chih-Ya Shen, Hong-Han Shuai
2025 — ed.
Technologies and Applications of Artificial Intelligence - 29th International Conference, TAAI 2024, Hsinchu, Taiwan, December 6-7, 2024, Proceedings, Part II
TAAI (2)
Wei-Ta Chu, Chih-Ya Shen, Hong-Han Shuai
2025 B conf
Transferring Social Network Knowledge from Multiple GNN Teachers to Kolmogorov-Arnold Networks.
GLOBECOM
Yuan-Hung Chao, Chia-Hsun Lu, Chih-Ya Shen
2025 J jnl
Transferring Social Network Knowledge from Multiple GNN Teachers to Kolmogorov-Arnold Networks.
CoRR
Yuan-Hung Chao, Chia-Hsun Lu, Chih-Ya Shen
2025 B conf
Watermarking Kolmogorov-Arnold Networks for Emerging Networked Applications via Activation Perturbation.
GLOBECOM
Chia-Hsun Lu, Guan-Jhih Wu, Ya-Chi Ho, Chih-Ya Shen
2025 J jnl
Watermarking Kolmogorov-Arnold Networks for Emerging Networked Applications via Activation Perturbation.
CoRR
Chia-Hsun Lu, Guan-Jhih Wu, Ya-Chi Ho, Chih-Ya Shen
2024 J jnl
Auditable Homomorphic-based Decentralized Collaborative AI with Attribute-based Differential Privacy.
CoRR
Lo-Yao Yeh, Sheng-Po Tseng, Chia-Hsun Lu, Chih-Ya Shen
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 A conf
Customized and Robust Deep Neural Network Watermarking.
WSDM
Tzu-Yun Chien, 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
Diversity-Optimized Group Extraction in Social Networks.
IEEE Trans. Comput. Soc. Syst.
Bay-Yuan Hsu, Yi-ling Chen, Ya-Chi Ho, Po-Yuan Chang, Chih-Chieh Chang, Ben-Chang Shia, Chih-Ya Shen
2024 J jnl
Efficient Processing of Subsequent Densest Subgraph Query.
CoRR
Chia-Yang Hung, Chih-Ya Shen
2024 J jnl
GDPR-Compliant Personal Health Record Sharing Mechanism With Redactable Blockchain and Revocable IPFS.
IEEE Trans. Dependable Secur. Comput.
Lo-Yao Yeh, Wan-Hsin Hsu, Chih-Ya Shen
2024 — conf
Gaming Group Formation in Social Networks of Video Game Distribution Platforms.
GCCE
Keng-Pei Lin, Tzu-Lin Chang, Shih-hung Tsai, 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 Misc conf
Learning to Solve Combinatorial Optimization Problems on Graphs with State-Aware Multi-Relation Aggregation.
SAC
Hui-Ju Hung, Wang-Chien Lee, Tao-Yang Fu, Chih-Ya Shen, Zhen Lei
2024 — conf
Leveraging Transfer Learning for Enhancing Graph Optimization Problem Solving.
PAKDD (2)
Hui-Ju Hung, Wang-Chien Lee, Chih-Ya Shen, Fang He, Zhen Lei
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 A* conf
Social-Aware Group Display Configuration in VR Conference.
AAAI
Bay-Yuan Hsu, Chih-Ya Shen, Hao Shan Yuan, Wang-Chien Lee, De-Nian Yang
2024 J jnl
Temporal Difference-Aware Graph Convolutional Reinforcement Learning for Multi-Intersection Traffic Signal Control.
IEEE Trans. Intell. Transp. Syst.
Wei-Yu Lin, Yun-Zhu Song, Bo-Kai Ruan, Hong-Han Shuai, Chih-Ya Shen, Li-Chun Wang, Yung-Hui Li
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 — conf
Boosting Patch Correctness Checking via Combining Code-Edit Embeddings as Additional What-to-Change Information.
WI/IAT
Chontipan Plengvittaya, Zee Hen Tang, Mi-Yen Yeh, 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 J jnl
On Efficient Processing of Queries for Live Multi-Streaming Soiree Organization.
IEEE Trans. Serv. Comput.
Cedric Parfait Kankeu Fotsing, Chih-Ya Shen, Liang-Hao Huang, Yi-Shin Chen, Wang-Chien Lee, De-Nian Yang
2023 B conf
On Spatial Crowdsourcing Query under Pandemics.
MDM
Cedric Parfait Kankeu Fotsing, Guang-Siang Lee, Ya-Wen Teng, Chih-Ya Shen, Yi-Shin Chen, De-Nian Yang
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
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
Activity Organization for Friend-Making Optimization in Online Social Networks.
IEEE Trans. Knowl. Data Eng.
Chih-Ya Shen, De-Nian Yang, Wang-Chien Lee, Ming-Syan Chen
2022 J jnl
Customized Watermarking for Deep Neural Networks via Label Distribution Perturbation.
CoRR
Tzu-Yun Chien, Chih-Ya Shen
2022 — conf
Decentralized Federated Learning with Enhanced Privacy Preservation.
ICME Workshops
Sheng-Po Tseng, Jan-Yue Lin, Wei-Chien Cheng, Lo-Yao Yeh, Chih-Ya Shen
2022 J jnl
Density Personalized Group Query.
Proc. VLDB Endow.
Chih-Ya Shen, Shao-Heng Ko, Guang-Siang Lee, Wang-Chien Lee, De-Nian Yang
2022 A* conf
Enhancing Machine Learning Approaches for Graph Optimization Problems with Diversifying Graph Augmentation.
KDD
Chen-Hsu Yang, Chih-Ya Shen
2022 J jnl
GDPR-Aware Revocable P2P File-Sharing System Over Consortium Blockchain.
IEEE Syst. J.
Lo-Yao Yeh, Chih-Ya Shen, Wei-Chiao Huang, Wan-Hsin Hsu, Hsien-Chu Wu
2022 J jnl
Learning Computation Bounds for Branch-and-Bound Algorithms to k-plex Extraction.
CoRR
Yun-Ya Huang, 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
2022 J jnl
Learning to Solve Task-Optimized Group Search for Social Internet of Things.
IEEE Trans. Knowl. Data Eng.
Chen-Hsu Yang, Hong-Han Shuai, Chih-Ya Shen, Ming-Syan Chen
2022 B conf
On Epidemic-aware Socio Spatial POI Recommendation.
MDM
Cedric Parfait Kankeu Fotsing, Ya-Wen Teng, Guang-Siang Lee, Chih-Ya Shen, Yi-Shin Chen, De-Nian Yang
2022 J jnl
On Extracting Socially Tenuous Groups for Online Social Networks With $k$k-Triangles.
IEEE Trans. Knowl. Data Eng.
Chih-Ya Shen, Hong-Han Shuai, De-Nian Yang, Guang-Siang Lee, Liang-Hao Huang, Wang-Chien Lee, Ming-Syan Chen
2021 — ed.
Database Systems for Advanced Applications - 26th International Conference, DASFAA 2021, Taipei, Taiwan, April 11-14, 2021, Proceedings, Part I
DASFAA (1)
Christian S. Jensen, Ee-Peng Lim, De-Nian Yang, Wang-Chien Lee, Vincent S. Tseng, Vana Kalogeraki, Jen-Wei Huang, Chih-Ya Shen
2021 — ed.
Database Systems for Advanced Applications - 26th International Conference, DASFAA 2021, Taipei, Taiwan, April 11-14, 2021, Proceedings, Part II
DASFAA (2)
Christian S. Jensen, Ee-Peng Lim, De-Nian Yang, Wang-Chien Lee, Vincent S. Tseng, Vana Kalogeraki, Jen-Wei Huang, Chih-Ya Shen
2021 — ed.
Database Systems for Advanced Applications - 26th International Conference, DASFAA 2021, Taipei, Taiwan, April 11-14, 2021, Proceedings, Part III
DASFAA (3)
Christian S. Jensen, Ee-Peng Lim, De-Nian Yang, Wang-Chien Lee, Vincent S. Tseng, Vana Kalogeraki, Jen-Wei Huang, Chih-Ya Shen
2021 — ed.
Database Systems for Advanced Applications. DASFAA 2021 International Workshops - BDQM, GDMA, MLDLDSA, MobiSocial, and MUST, Taipei, Taiwan, April 11-14, 2021, Proceedings
DASFAA (Workshops)
Christian S. Jensen, Ee-Peng Lim, De-Nian Yang, Chia-Hui Chang, Jianliang Xu, Wen-Chih Peng, Jen-Wei Huang, Chih-Ya Shen
2021 B conf
Inviting Participants' Peers in a Mobile Assessment Study: An Empirical Investigation.
MobileHCI
Yu-Lin Chang, Hao-Ping (Hank) Lee, Yung-Ju Chang, Chih-Ya Shen
2021 J jnl
Network Intervention for Mental Disorders with Minimum Small Dense Subgroups.
IEEE Trans. Knowl. Data Eng.
Bay-Yuan Hsu, Chih-Ya Shen, Xifeng Yan
2020 J jnl
A deep architecture for depression detection using posting, behavior, and living environment data.
J. Intell. Inf. Syst.
Min Yen Wu, Chih-Ya Shen, En Tzu Wang, Arbee L. P. Chen
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 A* conf
Efficient Algorithms towards Network Intervention.
WWW
Hui-Ju Hung, Wang-Chien Lee, De-Nian Yang, Chih-Ya Shen, Zhen Lei, Sy-Miin Chow
2020 J jnl
Efficient Algorithms towards Network Intervention.
CoRR
Hui-Ju Hung, Wang-Chien Lee, De-Nian Yang, Chih-Ya Shen, Zhen Lei, Sy-Miin Chow
2020 B conf
Integrating Cellphone-based Hardware Wallet with Visional Certificate Verification System.
GLOBECOM
Lo-Yao Yeh, Wan-Hsin Hsu, Jiun-Long Huang, Chih-Ya Shen, Chi Wu-Lee
2020 B conf
LOST: A Location Estimator Scheme for PM2.5 Pollution Sources in Sparse Sensors Network.
GLOBECOM
Faisal Ghaffar, George William Kibirige, Chih-Ya Shen, Meng Chang Chen
2020 A conf
On Minimizing Diagonal Block-Wise Differences for Neural Network Compression.
ECAI
Yun-Jui Hsu, Yi-Ting Chang, Chih-Ya Shen, Hong-Han Shuai, Wei-Lun Tseng, Chen-Hsu Yang
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
Blockchain Technology for e-Marketplace.
PerCom Workshops
Yi-Wei Chang, Keng-Pei Lin, Chih-Ya Shen
2019 — conf
On Crawling Community-aware Online Social Network Data.
HT
Bay-Yuan Hsu, Chia-Lin Tu, Ming-Yi Chang, Chih-Ya Shen
2019 J jnl
On Efficient Processing of Group and Subsequent Queries for Social Activity Planning.
IEEE Trans. Knowl. Data Eng.
Yi-Ling Chen, De-Nian Yang, Chih-Ya Shen, Wang-Chien Lee, Ming-Syan Chen
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
2019 B conf
She is in a Bad Mood Now: Leveraging Peers to Increase Data Quantity via a Chatbot-Based ESM.
MobileHCI
Yu-Lin Chang, Yung-Ju Chang, Chih-Ya Shen
2018 J jnl
A Comprehensive Study on Social Network Mental Disorders Detection via Online Social Media Mining.
IEEE Trans. Knowl. Data Eng.
Hong-Han Shuai, Chih-Ya Shen, De-Nian Yang, Yi-Feng Lan, Wang-Chien Lee, Philip S. Yu, Ming-Syan Chen
2018 B conf
Enriching UML from Model Multiplicity to Model Singularity with Structure-Behavior Coalescence.
SMC
Keng-Pei Lin, Chih-Ya Shen, William Chao
2018 J jnl
Leveraging Online Word of Mouth for Personalized App Recommendation.
IEEE Trans. Comput. Soc. Syst.
Keng-Pei Lin, Yi-Wei Chang, Chih-Ya Shen, Mei-Chu Lin
2018 J jnl
On Automatic Formation of Effective Therapy Groups in Social Networks.
IEEE Trans. Comput. Soc. Syst.
Bay-Yuan Hsu, Yi-Feng Lan, Chih-Ya Shen
2018 B conf
On Extracting Social-Aware Diversity-Optimized Groups in Social Networks.
GLOBECOM
Bay-Yuan Hsu, Chih-Ya Shen
2018 A* conf
On Organizing Online Soirees with Live Multi-Streaming.
AAAI
Chih-Ya Shen, Cedric Parfait Kankeu Fotsing, De-Nian Yang, Yi-Shin Chen, Wang-Chien Lee
2018 J jnl
QMSampler: Joint Sampling of Multiple Networks with Quality Guarantee.
IEEE Trans. Big Data
Hong-Han Shuai, De-Nian Yang, Chih-Ya Shen, Philip S. Yu, Ming-Syan Chen
2017 — conf
A Consumer Review-Driven Recommender Service for Web E-Commerce.
SOCA
Keng-Pei Lin, Chih-Ya Shen, Tzu-Lin Chang, Te-Min Chang
2017 A* conf
On Finding Socially Tenuous Groups for Online Social Networks.
KDD
Chih-Ya Shen, Liang-Hao Huang, De-Nian Yang, Hong-Han Shuai, Wang-Chien Lee, Ming-Syan Chen
2017 B conf
Task-Optimized Group Search for Social Internet of Things.
EDBT
Chih-Ya Shen, Hong-Han Shuai, Kuo-Feng Hsu, Ming-Syan Chen
2016 — conf
Massive parallelism for non-linear and non-stationary data analysis with GPGPU.
IEEE BigData
Chun-Chieh Chen, Chih-Ya Shen, Ming-Syan Chen
2016 A* conf
Mining Online Social Data for Detecting Social Network Mental Disorders.
WWW
Hong-Han Shuai, Chih-Ya Shen, De-Nian Yang, Yi-Feng Lan, Wang-Chien Lee, Philip S. Yu, Ming-Syan Chen
2016 J jnl
Socio-Spatial Group Queries for Impromptu Activity Planning.
IEEE Trans. Knowl. Data Eng.
Chih-Ya Shen, De-Nian Yang, Liang-Hao Huang, Wang-Chien Lee, Ming-Syan Chen
2016 J jnl
Spatial-Proximity Optimization for Rapid Task Group Deployment.
ACM Trans. Knowl. Discov. Data
Chih-Ya Shen, De-Nian Yang, Wang-Chien Lee, Ming-Syan Chen
2015 A conf
Forming Online Support Groups for Internet and Behavior Related Addictions.
CIKM
Chih-Ya Shen, Hong-Han Shuai, De-Nian Yang, Yi-Feng Lan, Wang-Chien Lee, Philip S. Yu, Ming-Syan Chen
2015 — conf
Maximizing Friend-Making Likelihood for Social Activity Organization.
PAKDD (1)
Chih-Ya Shen, De-Nian Yang, Wang-Chien Lee, Ming-Syan Chen
2015 J jnl
Maximizing Friend-Making Likelihood for Social Activity Organization.
CoRR
Chih-Ya Shen, De-Nian Yang, Wang-Chien Lee, Ming-Syan Chen
2015 J jnl
QMSampler: Joint Sampling of Multiple Networks with Quality Guarantee.
CoRR
Hong-Han Shuai, De-Nian Yang, Chih-Ya Shen, Philip S. Yu, Ming-Syan Chen
2015 — conf
Revenue maximization for telecommunications company with social viral marketing.
IEEE BigData
Hong-Han Shuai, Chih-Ya Shen, Hsiang-Chun Hsu, De-Nian Yang, Chung-Kuang Chou, Jihg-Hong Lin, Ming-Syan Chen
2015 J jnl
Socio-Spatial Group Queries for Impromptu Activity Planning.
CoRR
Chih-Ya Shen, De-Nian Yang, Liang-Hao Huang, Wang-Chien Lee, Ming-Syan Chen
2013 — conf
On Package Organization for Willingness Satisfaction in Social Networks.
TAAI
Chung-Kuang Chou, Hui-Ju Hung, Hong-Han Shuai, Chih-Ya Shen, De-Nian Yang, Meng-Jung Shih, Wei Jung Lai
2013 A* conf
On Pattern Preserving Graph Generation.
ICDM
Hong-Han Shuai, De-Nian Yang, Philip S. Yu, Chih-Ya Shen, Ming-Syan Chen
2013 J jnl
Pattern Based Graph Generator
CoRR
Hong-Han Shuai, De-Nian Yang, Philip S. Yu, Chih-Ya Shen, Ming-Syan Chen
2012 J jnl
Collaborative and Distributed Search System with Mobile Devices.
IEEE Trans. Mob. Comput.
Chih-Ya Shen, De-Nian Yang, Ming-Syan Chen
2012 A* conf
On socio-spatial group query for location-based social networks.
KDD
De-Nian Yang, Chih-Ya Shen, Wang-Chien Lee, Ming-Syan Chen
2011 J jnl
S-AKA: A Provable and Secure Authentication Key Agreement Protocol for UMTS Networks.
IEEE Trans. Veh. Technol.
Yu-Lun Huang, Chih-Ya Shen, Shiuh-Pyng Winston Shieh
2010 B conf
A two-phase hybrid codebook generation technique for vector quantization.
ICIP
Chia-Chen Yen, Chih-Ya Shen, Ming-Syan Chen
2009 — conf
Provable Secure AKA Scheme with Reliable Key Delegation in UMTS.
SSIRI
Yu-Lun Huang, Chih-Ya Shen, Shiuhpyng Shieh, Hung-Jui Wang, Cheng-Chun Lin