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2020 – today
- 2024
[j27]Chih-Chieh Chang
, Diing-Ruey Tzeng, Chia-Hsun Lu, Ming-Yi Chang, Chih-Ya Shen:
Improving graph-based recommendation with unraveled graph learning. Data Min. Knowl. Discov. 38(4): 2440-2465 (2024)- [j26]Bay-Yuan Hsu, Yi-Ling Chen, Ya-Chi Ho, Po-Yuan Chang, Chih-Chieh Chang, Ben-Chang Shia, Chih-Ya Shen:
Diversity-Optimized Group Extraction in Social Networks. IEEE Trans. Comput. Soc. Syst. 11(1): 756-769 (2024) - [j25]Boyi Lee, Jhao-Yin Jhang, Lo-Yao Yeh, Ming-Yi Chang, Chia-Mei Chen, Chih-Ya Shen:
Detecting Targets of Graph Adversarial Attacks With Edge and Feature Perturbations. IEEE Trans. Comput. Soc. Syst. 11(3): 3218-3231 (2024) - [j24]Chih-Chieh Chang, Chia-Hsun Lu, Ming-Yi Chang, Chao-En Shen, Ya-Chi Ho, Chih-Ya Shen:
Learning to Augment Graphs: Machine-Learning-Based Social Network Intervention With Self-Supervision. IEEE Trans. Comput. Soc. Syst. 11(3): 3286-3298 (2024) - [j23]Chih-Chieh Chang, Chia-Hsun Lu, Shun-Jen Teng, Ming-Yi Chang, Ya-Chi Ho, Chih-Ya Shen:
Maximizing $(k,L)$-Core With Edge Augmentation in Multilayer Graphs. IEEE Trans. Comput. Soc. Syst. 11(3): 3931-3943 (2024) - [j22]Lo-Yao Yeh, Wan-Hsin Hsu, Chih-Ya Shen:
GDPR-Compliant Personal Health Record Sharing Mechanism With Redactable Blockchain and Revocable IPFS. IEEE Trans. Dependable Secur. Comput. 21(4): 3342-3356 (2024) - [j21]Wei-Yu Lin, Yun-Zhu Song, Bo-Kai Ruan, Hong-Han Shuai, Chih-Ya Shen, Li-Chun Wang, Yung-Hui Li:
Temporal Difference-Aware Graph Convolutional Reinforcement Learning for Multi-Intersection Traffic Signal Control. IEEE Trans. Intell. Transp. Syst. 25(1): 327-337 (2024) - [c39]Bay-Yuan Hsu, Chih-Ya Shen, Hao Shan Yuan, Wang-Chien Lee, De-Nian Yang:
Social-Aware Group Display Configuration in VR Conference. AAAI 2024: 8517-8525 - [c38]Bo-Wei Yang, Ming-Yi Chang, Chia-Hsun Lu, Chih-Ya Shen:
Two Heads Are Better Than One: Teaching MLPs with Multiple Graph Neural Networks via Knowledge Distillation. DASFAA (4) 2024: 452-462 - [c37]Hui-Ju Hung, Wang-Chien Lee, Chih-Ya Shen, Fang He, Zhen Lei:
Leveraging Transfer Learning for Enhancing Graph Optimization Problem Solving. PAKDD (2) 2024: 339-351 - [c36]Hui-Ju Hung, Wang-Chien Lee, Tao-Yang Fu, Chih-Ya Shen, Zhen Lei:
Learning to Solve Combinatorial Optimization Problems on Graphs with State-Aware Multi-Relation Aggregation. SAC 2024: 490-491 - [c35]Tzu-Yun Chien, Chih-Ya Shen:
Customized and Robust Deep Neural Network Watermarking. WSDM 2024: 134-142 - [i9]Chia-Yang Hung, Chih-Ya Shen:
Efficient Processing of Subsequent Densest Subgraph Query. CoRR abs/2402.18883 (2024) - [i8]Lo-Yao Yeh, Sheng-Po Tseng, Chia-Hsun Lu, Chih-Ya Shen:
Auditable Homomorphic-based Decentralized Collaborative AI with Attribute-based Differential Privacy. CoRR abs/2403.00023 (2024) - 2023
- [j20]Bay-Yuan Hsu, Lo-Yao Yeh, Ming-Yi Chang, Chih-Ya Shen:
Willingness Maximization for Ego Network Data Extraction in Multiple Online Social Networks. IEEE Trans. Knowl. Data Eng. 35(8): 8672-8686 (2023) - [j19]Cedric Parfait Kankeu Fotsing, Chih-Ya Shen, Liang-Hao Huang, Yi-Shin Chen, Wang-Chien Lee, De-Nian Yang:
On Efficient Processing of Queries for Live Multi-Streaming Soiree Organization. IEEE Trans. Serv. Comput. 16(4): 2812-2826 (2023) - [c34]Hao-Wei Yang, Ming-Yi Chang, Chih-Ya Shen:
Enhancing Link Prediction with Self-Discriminating Augmentation for Structure-Aware Contrastive Learning. ECAI 2023: 2842-2849 - [c33]Jhen-Hao Yang, Chih-Ya Shen, Ming-Yi Chang, Ya-Chi Ho, Chia-Hsun Lu:
Similarity-Aware Sampling for Machine Learning-Based Goal-Oriented Subgraph Extraction. ICC 2023: 5589-5594 - [c32]Cedric Parfait Kankeu Fotsing, Guang-Siang Lee, Ya-Wen Teng, Chih-Ya Shen, Yi-Shin Chen, De-Nian Yang:
On Spatial Crowdsourcing Query under Pandemics. MDM 2023: 106-115 - [c31]Chontipan Plengvittaya, Zee Hen Tang, Mi-Yen Yeh, Chih-Ya Shen:
Boosting Patch Correctness Checking via Combining Code-Edit Embeddings as Additional What-to-Change Information. WI/IAT 2023: 346-350 - 2022
- [j18]Chih-Ya Shen, Shao-Heng Ko, Guang-Siang Lee, Wang-Chien Lee, De-Nian Yang:
Density Personalized Group Query. Proc. VLDB Endow. 16(4): 615-628 (2022) - [j17]Lo-Yao Yeh, Chih-Ya Shen, Wei-Chiao Huang, Wan-Hsin Hsu, Hsien-Chu Wu:
GDPR-Aware Revocable P2P File-Sharing System Over Consortium Blockchain. IEEE Syst. J. 16(4): 5234-5245 (2022) - [j16]Chih-Chieh Chang, Ming-Yi Chang, Jhao-Yin Jhang, Lo-Yao Yeh, Chih-Ya Shen:
Learning to Extract Expert Teams in Social Networks. IEEE Trans. Comput. Soc. Syst. 9(5): 1552-1562 (2022) - [j15]Chih-Ya Shen, De-Nian Yang, Wang-Chien Lee, Ming-Syan Chen:
Activity Organization for Friend-Making Optimization in Online Social Networks. IEEE Trans. Knowl. Data Eng. 34(1): 122-137 (2022) - [j14]Chih-Ya Shen, Hong-Han Shuai, De-Nian Yang, Guang-Siang Lee, Liang-Hao Huang, Wang-Chien Lee, Ming-Syan Chen:
On Extracting Socially Tenuous Groups for Online Social Networks With $k$k-Triangles. IEEE Trans. Knowl. Data Eng. 34(7): 3431-3446 (2022) - [j13]Chen-Hsu Yang, Hong-Han Shuai, Chih-Ya Shen, Ming-Syan Chen:
Learning to Solve Task-Optimized Group Search for Social Internet of Things. IEEE Trans. Knowl. Data Eng. 34(11): 5429-5445 (2022) - [c30]Sheng-Po Tseng, Jan-Yue Lin, Wei-Chien Cheng, Lo-Yao Yeh, Chih-Ya Shen:
Decentralized Federated Learning with Enhanced Privacy Preservation. ICME Workshops 2022: 1 - [c29]Chen-Hsu Yang, Chih-Ya Shen:
Enhancing Machine Learning Approaches for Graph Optimization Problems with Diversifying Graph Augmentation. KDD 2022: 2191-2201 - [c28]Cedric Parfait Kankeu Fotsing, Ya-Wen Teng, Guang-Siang Lee, Chih-Ya Shen, Yi-Shin Chen, De-Nian Yang:
On Epidemic-aware Socio Spatial POI Recommendation. MDM 2022: 169-178 - [i7]Tzu-Yun Chien, Chih-Ya Shen:
Customized Watermarking for Deep Neural Networks via Label Distribution Perturbation. CoRR abs/2208.05477 (2022) - [i6]Yun-Ya Huang, Chih-Ya Shen:
Learning Computation Bounds for Branch-and-Bound Algorithms to k-plex Extraction. CoRR abs/2208.05763 (2022) - 2021
- [j12]Bay-Yuan Hsu, Chih-Ya Shen, Xifeng Yan:
Network Intervention for Mental Disorders with Minimum Small Dense Subgroups. IEEE Trans. Knowl. Data Eng. 33(5): 2121-2136 (2021) - [c27]Yu-Lin Chang, Hao-Ping (Hank) Lee, Yung-Ju Chang, Chih-Ya Shen:
Inviting Participants' Peers in a Mobile Assessment Study: An Empirical Investigation. MobileHCI 2021: 46:1-46:13 - [e4]Christian S. Jensen, Ee-Peng Lim, De-Nian Yang, Chia-Hui Chang, Jianliang Xu, Wen-Chih Peng, Jen-Wei Huang, Chih-Ya Shen:
Database Systems for Advanced Applications. DASFAA 2021 International Workshops - BDQM, GDMA, MLDLDSA, MobiSocial, and MUST, Taipei, Taiwan, April 11-14, 2021, Proceedings. Lecture Notes in Computer Science 12680, Springer 2021, ISBN 978-3-030-73215-8 [contents] - [e3]Christian S. Jensen, Ee-Peng Lim, De-Nian Yang, Wang-Chien Lee, Vincent S. Tseng, Vana Kalogeraki, Jen-Wei Huang, Chih-Ya Shen:
Database Systems for Advanced Applications - 26th International Conference, DASFAA 2021, Taipei, Taiwan, April 11-14, 2021, Proceedings, Part I. Lecture Notes in Computer Science 12681, Springer 2021, ISBN 978-3-030-73193-9 [contents] - [e2]Christian S. Jensen, Ee-Peng Lim, De-Nian Yang, Wang-Chien Lee, Vincent S. Tseng, Vana Kalogeraki, Jen-Wei Huang, Chih-Ya Shen:
Database Systems for Advanced Applications - 26th International Conference, DASFAA 2021, Taipei, Taiwan, April 11-14, 2021, Proceedings, Part II. Lecture Notes in Computer Science 12682, Springer 2021, ISBN 978-3-030-73196-0 [contents] - [e1]Christian S. Jensen, Ee-Peng Lim, De-Nian Yang, Wang-Chien Lee, Vincent S. Tseng, Vana Kalogeraki, Jen-Wei Huang, Chih-Ya Shen:
Database Systems for Advanced Applications - 26th International Conference, DASFAA 2021, Taipei, Taiwan, April 11-14, 2021, Proceedings, Part III. Lecture Notes in Computer Science 12683, Springer 2021, ISBN 978-3-030-73199-1 [contents] - 2020
- [j11]Bay-Yuan Hsu, Chia-Lin Tu, Ming-Yi Chang, Chih-Ya Shen:
CrawlSN: community-aware data acquisition with maximum willingness in online social networks. Data Min. Knowl. Discov. 34(5): 1589-1620 (2020) - [j10]Min Yen Wu, Chih-Ya Shen, En Tzu Wang, Arbee L. P. Chen:
A deep architecture for depression detection using posting, behavior, and living environment data. J. Intell. Inf. Syst. 54(2): 225-244 (2020) - [c26]Bay-Yuan Hsu, Chih-Ya Shen, Ming-Yi Chang:
WMEgo: Willingness Maximization for Ego Network Data Extraction in Online Social Networks. CIKM 2020: 515-524 - [c25]Yun-Jui Hsu, Yi-Ting Chang, Chih-Ya Shen, Hong-Han Shuai, Wei-Lun Tseng, Chen-Hsu Yang:
On Minimizing Diagonal Block-Wise Differences for Neural Network Compression. ECAI 2020: 1198-1206 - [c24]Faisal Ghaffar, George William Kibirige, Chih-Ya Shen, Meng Chang Chen:
LOST: A Location Estimator Scheme for PM2.5 Pollution Sources in Sparse Sensors Network. GLOBECOM 2020: 1-6 - [c23]Lo-Yao Yeh, Wan-Hsin Hsu, Jiun-Long Huang, Chih-Ya Shen, Chi Wu-Lee:
Integrating Cellphone-based Hardware Wallet with Visional Certificate Verification System. GLOBECOM 2020: 1-6 - [c22]Hui-Ju Hung, Wang-Chien Lee, De-Nian Yang, Chih-Ya Shen, Zhen Lei, Sy-Miin Chow:
Efficient Algorithms towards Network Intervention. WWW 2020: 2021-2031 - [i5]Hui-Ju Hung, Wang-Chien Lee, De-Nian Yang, Chih-Ya Shen, Zhen Lei, Sy-Miin Chow:
Efficient Algorithms towards Network Intervention. CoRR abs/2001.09961 (2020)
2010 – 2019
- 2019
- [j9]Yi-Ling Chen, De-Nian Yang, Chih-Ya Shen, Wang-Chien Lee, Ming-Syan Chen:
On Efficient Processing of Group and Subsequent Queries for Social Activity Planning. IEEE Trans. Knowl. Data Eng. 31(12): 2364-2378 (2019) - [c21]Keng-Pei Lin, Yi-Wei Chang, Zhi-Hong Wei, Chih-Ya Shen, Ming-Yi Chang:
A Smart Contract-Based Mobile Ticketing System with Multi-Signature and Blockchain. GCCE 2019: 231-232 - [c20]Bay-Yuan Hsu, Chih-Ya Shen, Guang-Siang Lee, Yun-Jui Hsu, Chen-Hsu Yang, Chen-Wei Lu, Ming-Yi Chang, Kei-Peng Lin:
Optimizing k-Collector Routing for Big Data Collection in Road Networks. GLOBECOM 2019: 1-7 - [c19]Bay-Yuan Hsu, Chia-Lin Tu, Ming-Yi Chang, Chih-Ya Shen:
On Crawling Community-aware Online Social Network Data. HT 2019: 265-266 - [c18]Yu-Lin Chang, Yung-Ju Chang, Chih-Ya Shen:
She is in a Bad Mood Now: Leveraging Peers to Increase Data Quantity via a Chatbot-Based ESM. MobileHCI 2019: 58:1-58:6 - [c17]Yi-Wei Chang, Keng-Pei Lin, Chih-Ya Shen:
Blockchain Technology for e-Marketplace. PerCom Workshops 2019: 429-430 - 2018
- [j8]Hong-Han Shuai, De-Nian Yang, Chih-Ya Shen, Philip S. Yu, Ming-Syan Chen:
QMSampler: Joint Sampling of Multiple Networks with Quality Guarantee. IEEE Trans. Big Data 4(1): 90-104 (2018) - [j7]Bay-Yuan Hsu, Yi-Feng Lan, Chih-Ya Shen:
On Automatic Formation of Effective Therapy Groups in Social Networks. IEEE Trans. Comput. Soc. Syst. 5(3): 713-726 (2018) - [j6]Keng-Pei Lin, Yi-Wei Chang, Chih-Ya Shen, Mei-Chu Lin:
Leveraging Online Word of Mouth for Personalized App Recommendation. IEEE Trans. Comput. Soc. Syst. 5(4): 1061-1070 (2018) - [j5]Hong-Han Shuai, Chih-Ya Shen, De-Nian Yang, Yi-Feng Lan, Wang-Chien Lee, Philip S. Yu, Ming-Syan Chen:
A Comprehensive Study on Social Network Mental Disorders Detection via Online Social Media Mining. IEEE Trans. Knowl. Data Eng. 30(7): 1212-1225 (2018) - [c16]Chih-Ya Shen, Cedric Parfait Kankeu Fotsing, De-Nian Yang, Yi-Shin Chen, Wang-Chien Lee:
On Organizing Online Soirees with Live Multi-Streaming. AAAI 2018: 151-159 - [c15]Bay-Yuan Hsu, Chih-Ya Shen:
On Extracting Social-Aware Diversity-Optimized Groups in Social Networks. GLOBECOM 2018: 206-212 - [c14]Keng-Pei Lin, Chih-Ya Shen, William Chao:
Enriching UML from Model Multiplicity to Model Singularity with Structure-Behavior Coalescence. SMC 2018: 1970-1975 - 2017
- [c13]Chih-Ya Shen, Hong-Han Shuai, Kuo-Feng Hsu, Ming-Syan Chen:
Task-Optimized Group Search for Social Internet of Things. EDBT 2017: 108-119 - [c12]Chih-Ya Shen, Liang-Hao Huang, De-Nian Yang, Hong-Han Shuai, Wang-Chien Lee, Ming-Syan Chen:
On Finding Socially Tenuous Groups for Online Social Networks. KDD 2017: 415-424 - [c11]Keng-Pei Lin, Chih-Ya Shen, Tzu-Lin Chang, Te-Min Chang:
A Consumer Review-Driven Recommender Service for Web E-Commerce. SOCA 2017: 206-210 - 2016
- [j4]Chih-Ya Shen, De-Nian Yang, Wang-Chien Lee, Ming-Syan Chen:
Spatial-Proximity Optimization for Rapid Task Group Deployment. ACM Trans. Knowl. Discov. Data 10(4): 47:1-47:36 (2016) - [j3]Chih-Ya Shen, De-Nian Yang, Liang-Hao Huang, Wang-Chien Lee, Ming-Syan Chen:
Socio-Spatial Group Queries for Impromptu Activity Planning. IEEE Trans. Knowl. Data Eng. 28(1): 196-210 (2016) - [c10]Chun-Chieh Chen, Chih-Ya Shen, Ming-Syan Chen:
Massive parallelism for non-linear and non-stationary data analysis with GPGPU. IEEE BigData 2016: 329-334 - [c9]Hong-Han Shuai, Chih-Ya Shen, De-Nian Yang, Yi-Feng Lan, Wang-Chien Lee, Philip S. Yu, Ming-Syan Chen:
Mining Online Social Data for Detecting Social Network Mental Disorders. WWW 2016: 275-285 - 2015
- [c8]Hong-Han Shuai, Chih-Ya Shen, Hsiang-Chun Hsu, De-Nian Yang, Chung-Kuang Chou, Jihg-Hong Lin, Ming-Syan Chen:
Revenue maximization for telecommunications company with social viral marketing. IEEE BigData 2015: 1306-1310 - [c7]Chih-Ya Shen, Hong-Han Shuai, De-Nian Yang, Yi-Feng Lan, Wang-Chien Lee, Philip S. Yu, Ming-Syan Chen:
Forming Online Support Groups for Internet and Behavior Related Addictions. CIKM 2015: 163-172 - [c6]Chih-Ya Shen, De-Nian Yang, Wang-Chien Lee, Ming-Syan Chen:
Maximizing Friend-Making Likelihood for Social Activity Organization. PAKDD (1) 2015: 3-15 - [i4]Chih-Ya Shen, De-Nian Yang, Wang-Chien Lee, Ming-Syan Chen:
Maximizing Friend-Making Likelihood for Social Activity Organization. CoRR abs/1502.06682 (2015) - [i3]Hong-Han Shuai, De-Nian Yang, Chih-Ya Shen, Philip S. Yu, Ming-Syan Chen:
QMSampler: Joint Sampling of Multiple Networks with Quality Guarantee. CoRR abs/1502.07439 (2015) - [i2]Chih-Ya Shen, De-Nian Yang, Liang-Hao Huang, Wang-Chien Lee, Ming-Syan Chen:
Socio-Spatial Group Queries for Impromptu Activity Planning. CoRR abs/1505.02681 (2015) - 2013
- [c5]Hong-Han Shuai, De-Nian Yang, Philip S. Yu, Chih-Ya Shen, Ming-Syan Chen:
On Pattern Preserving Graph Generation. ICDM 2013: 677-686 - [c4]Chung-Kuang Chou, Hui-Ju Hung, Hong-Han Shuai, Chih-Ya Shen, De-Nian Yang, Meng-Jung Shih, Wei Jung Lai:
On Package Organization for Willingness Satisfaction in Social Networks. TAAI 2013: 43-48 - [i1]Hong-Han Shuai, De-Nian Yang, Philip S. Yu, Chih-Ya Shen, Ming-Syan Chen:
Pattern Based Graph Generator. CoRR abs/1303.0157 (2013) - 2012
- [j2]Chih-Ya Shen, De-Nian Yang, Ming-Syan Chen:
Collaborative and Distributed Search System with Mobile Devices. IEEE Trans. Mob. Comput. 11(10): 1478-1493 (2012) - [c3]De-Nian Yang, Chih-Ya Shen, Wang-Chien Lee, Ming-Syan Chen:
On socio-spatial group query for location-based social networks. KDD 2012: 949-957 - 2011
- [j1]Yu-Lun Huang, Chih-Ya Shen, Shiuh-Pyng Winston Shieh:
S-AKA: A Provable and Secure Authentication Key Agreement Protocol for UMTS Networks. IEEE Trans. Veh. Technol. 60(9): 4509-4519 (2011) - 2010
- [c2]Chia-Chen Yen, Chih-Ya Shen, Ming-Syan Chen:
A two-phase hybrid codebook generation technique for vector quantization. ICIP 2010: 4309-4312
2000 – 2009
- 2009
- [c1]Yu-Lun Huang, Chih-Ya Shen, Shiuhpyng Shieh, Hung-Jui Wang, Cheng-Chun Lin:
Provable Secure AKA Scheme with Reliable Key Delegation in UMTS. SSIRI 2009: 243-252
Coauthor Index
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