Generative Neural Y-Model for Versatile Concept Drift Detection

Authors: Dolgikh, Serge

Source: 2026 16th International Conference on Advanced Computer Information Technologies (ACIT) Advanced Computer Information Technologies (ACIT), 2026 16th International Conference on. :1541-1544 Sep, 2026

Relation: 2026 16th International Conference on Advanced Computer Information Technologies (ACIT)

Beyond the Generative Learning Trilemma: generative model assessment in data scarcity domains

Authors: Salmè, Marco, Author, Tronchin, Lorenzo, Author, Sicilia, Rosa, Author, Soda, Paolo, Author, Guarrasi, Valerio, Author

Contributors: Salmè, Marco, Author, Tronchin, Lorenzo, Author, Sicilia, Rosa, Author, Soda, Paolo, Author, Guarrasi, Valerio, Author

Source: IEEE Access. 14:117679-117696

Subject Terms: Data Scarcity, Deep Generative Models, Generative Learning Trilemma, Medicine, Precision Agriculture, Synthetic Data

File Description: electronic

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-257595
https://doi.org/10.1109/ACCESS.2026.3718041

HyperGC: Learning Hypergraph Representations via Full Hyperedge Reconstruction and Contrastive Evaluation

Authors: Kang, David Yoon Suk, Jung, So-Bin, Kim, Sang-Wook

Source: Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2. :2249-2260

Availability: http://dl.acm.org/doi/10.1145/3770855.3817691

DiffoR: A Unified Continuous Generative Framework for Universal Ordinal Regression

Authors: Ma, Hongxu, Wang, Lin, Jin, Chenghou, Zhou, Han, Zhang, Jie, Yang, Xiaoyu, Chen, Chunjie, Guan, Jihong, Zhou, Shuigeng

Source: Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2. :3597-3608

Availability: http://dl.acm.org/doi/10.1145/3770855.3818149

GDPTN: Econometrics-Informed Deep Generative Forecasting for Large-Scale Censored Panel Data

Authors: Liu, Yang, Zhang, Jiaming, Xie, Yifan, Song, Xinyuan, Ning, Hanwen, Sun, Xiaobo

Source: Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2. :11492-11503

Availability: http://dl.acm.org/doi/10.1145/3770855.3818876

Generative Learning Imaging Framework for Millimeter Wave Synthetic Aperture Radar

Authors: Wang, M., Hu, Y., Zhang, H., Cai, X., Chen, J., Wei, S., Shi, J., Cui, G., Kong, L., Guo, Y.

Source: IEEE Transactions on Neural Networks and Learning Systems IEEE Trans. Neural Netw. Learning Syst. Neural Networks and Learning Systems, IEEE Transactions on. 37(10):5407-5421 Oct, 2026

Balancing Adaptive and Generative Learning: Implications for Innovativeness and Performance in Higher Education Institutions

Authors: Susanto, Yosef Budi, Princes, Elfindah, Pangaribuan, Christian Haposan

Source: 2026 11th International Conference on Applying New Technology in Green Buildings (ATiGB) Applying New Technology in Green Buildings (ATiGB), 2026 11th International Conference on. :684-689 Jul, 2026

Relation: 2026 11th International Conference on Applying New Technology in Green Buildings (ATiGB)

Artificial Intelligence and Machine Learning for Smart Manufacturing Using Neural Networks, NLP, GANs, and Cognitive Systems

Authors: Kumar, Pradeep, Sharma, Kuldeep, Dhar, Sambit, Singh, Deepak, Singh Raghuvanshi, Ravindra, Das, Pradipta

Source: 2026 Technology and Innovation Conference (TIC) Technology and Innovation Conference (TIC), 2026. :1-8 Jun, 2026

Relation: 2026 Technology and Innovation Conference (TIC)

Generative Learning–Enabled Delay Distribution Prediction and Delay–Bounded User Scheduling

Authors: Cao, Wanqing, Zhang, Cheng, Liu, Zening, Xin, Pengzhe, Huang, Yongming

Source: ICC 2026 - IEEE International Conference on Communications Communications, ICC 2026 - IEEE International Conference on. :1-6 May, 2026

Relation: ICC 2026 - IEEE International Conference on Communications

QGCL: A Quality-Aware Generative and Cost-Sensitive Learning Framework for Imbalanced Fault Diagnosis

Authors: Shi, Yiming, Chen, Yaxi, Zhang, Hanwen

Source: 2026 41st Youth Academic Annual Conference of Chinese Association of Automation (YAC) Chinese Association of Automation (YAC), 2026 41st Youth Academic Annual Conference of. :1523-1527 May, 2026

Relation: 2026 41st Youth Academic Annual Conference of Chinese Association of Automation (YAC)

Quantum Generative Learning via QBMs

Authors: Adam, Ahmed Yahya, K, Pooja, Nair, Gokul G, Yadav, Kamleshwar Kumar

Source: 2026 IEEE International Conference on AI Engineering and Innovations (AIEI) AI Engineering and Innovations (AIEI), 2026 IEEE International Conference on. :1-7 Mar, 2026

Relation: 2026 IEEE International Conference on AI Engineering and Innovations (AIEI)

Cyclic Regularization of Input Convex Neural Networks for Robust Voltage Regulation

Authors: Wu, J., Yuan, J., Blasch, E., Weng, Y.

Source: IEEE Transactions on Smart Grid IEEE Trans. Smart Grid Smart Grid, IEEE Transactions on. 17(3):2064-2076 May, 2026

Recent Advances in PV Uncertainty Modeling and Scenario Generation: From Probabilistic Methods to SRAI-Oriented Frameworks

Authors: Yang, Linfeng, Fu, Xueqian

Source: 2026 2nd IEEE International Symposium on the Application of Artificial Intelligence in Electrical Engineering (AAIEE) Application of Artificial Intelligence in Electrical Engineering (AAIEE), 026 2nd IEEE International Symposium on the. :41-46 Apr, 2026

Relation: 2026 2nd IEEE International Symposium on the Application of Artificial Intelligence in Electrical Engineering (AAIEE)

Enhancing Senior High School Chemistry Learning by Integrating Microlearning Video-Making as an Alternative Assessment for Teaching Organic Functional Groups

Authors: Mercado, Rissa L., Paculanang, Reycel, Pagaura, Jessa Mae, Pajo, Sophia, Pamplona, Charis, Plenos, Maxine, Regodon, Lemuel P.

Source: 2026 17th International Conference on E-Education, E-Business, E-Management and E-Learning (IC4e) E-Education, E-Business, E-Management and E-Learning (IC4e), 2026 17th International Conference on. :431-434 Apr, 2026

Relation: 2026 17th International Conference on E-Education, E-Business, E-Management and E-Learning (IC4e)

Development of a Control System Based on a Deep Generative Model for a 6-DoF Robotic Manipulator

Authors: Nikolaev, Evgeny, Zakharova, Nataly, Zakharov, Vladimir

Source: 2026 International Russian Smart Industry Conference (SmartIndustryCon) Russian Smart Industry Conference (SmartIndustryCon), 2026 International. :164-168 Mar, 2026

Relation: 2026 International Russian Smart Industry Conference (SmartIndustryCon)

Speech Decoding from Non-invasive Brain Signals Using Generative Learning Framework

Authors: Lee, Seo-Hyun, Kim, Soowon, Kim, Jun-Young, Lee, Seong-Whan

Source: 2026 14th International Conference on Brain-Computer Interface (BCI) Brain-Computer Interface (BCI), 2026 14th International Conference on. :1-4 Feb, 2026

Relation: 2026 14th International Conference on Brain-Computer Interface (BCI)

AHBid: An Adaptable Hierarchical Bidding Framework for Cross-Channel Advertising

Authors: Yang, Xinxin, Tang, Yangyang, Zhou, Yikun, Liu, Yaolei, Li, Yun, Yang, Bo

Source: Proceedings of the ACM Web Conference 2026. :181-191

Availability: http://dl.acm.org/doi/10.1145/3774904.3792322

AI-Driven Data Quality Management with Generativelearning and Anomaly Detection

Authors: Tummuri, Sai Sukesh Reddy

Source: 2026 IEEE International Conference on Emerging Computing and Intelligent Technologies (ICoECIT) Emerging Computing and Intelligent Technologies (ICoECIT), 2026 IEEE International Conference on. :1-8 Jan, 2026

Relation: 2026 IEEE International Conference on Emerging Computing and Intelligent Technologies (ICoECIT)

An Automatic Spam-Aware Email Generation Scheme Based on Efficient Fine-Tuning of Large Language Models

Authors: Pramanik, Sudipto, Bhattacharjee, Sudha, Chowdhury, Sandipa, Fattah, Shaikh Anowarul, Billah, Motasim

Source: 2025 28th International Conference on Computer and Information Technology (ICCIT) Computer and Information Technology (ICCIT), 2025 28th International Conference on. :5401-5406 Dec, 2025

Relation: 2025 28th International Conference on Computer and Information Technology (ICCIT)

A Survey of Data-Driven Traffic Simulation: Developments and Research Trends in Modeling Approaches

Authors: Zhang, Xiaoyong, Chen, Zhenwu, Wang, Sen, Peng, Qiyue, Zhu, Kechen, Xu, Jianrong, Zhou, Yong, Wo, Chenliang, Zhang, Xiaochun

Source: 2025 6th International Conference on Computers and Artificial Intelligence Technology (CAIT) Computers and Artificial Intelligence Technology (CAIT), 2025 6th International Conference on. :561-570 Dec, 2025

Relation: 2025 6th International Conference on Computers and Artificial Intelligence Technology (CAIT)