Proceedings

In this volume

Twenty-one full papers, carefully reviewed and selected for presentation at KSS 2026, spanning knowledge creation, systems engineering, learning and intelligent systems, medical and social applications, and the dynamics of opinion and misinformation.

1. 01

   Towards Harmonic Intelligence in Human-AI Collaborative Knowledge Creation

   Shuangling Luo, Siyao Jiang, Haoxiang Xia

   pp. 3–17
2. 02

   Combination of Systems Engineering and Model-Based Systems Engineering Ontologies: IOF Approach

   Mengru Dong, Guoxin Wang, Jinzhi Lu, Aoting Yu

   pp. 18–31
3. 03

   Making Building Sustainable and Resilient Digital Futures: A UTAUT-Based Cybersecurity Intervention Protocol and Synthetic Analytical Demonstration

   Md Rajib Hasan, Noor H. S. Alani, Nurul I. Sarkar

   pp. 32–46
4. 04

   Benchmarking KARMA Inspired Semantic Structuring for LLM Based Retrieval of UAV Propulsion Components

   Tianning Liu, Xiaodu Hu, Bangjun Guo, Yifan Bai, Ye An, Jinzhi Lu

   pp. 47–60
5. 05

   A Three-Stage Pareto Decision Support Framework for Sustainable Computing Scheduling: Bridging the Optimization–Decision Gap

   Ming Sun

   pp. 61–75
6. 06

   In-Batch Global-Objective-Preserving Candidate-Listwise Dual-Tower Learning for Fine-Grained Intent Recognition

   Jingchao Wang, Xingfen Wang

   pp. 79–93
7. 07

   Episodic Progress Reward Models for LLM-Based Reward Generation in Reinforcement Learning

   Ruiyuan Zhang, Xianchao Zhu, Van-Nam Huynh

   pp. 94–109
8. 08

   What the Agent Inherits: Auditing Epistemic Hazards in Clinical Screening Benchmarks for Agentic AI

   Phuong H. N. Dang, Khang Dang, Minh Nguyen, Samaneh Madanian

   pp. 110–124
9. 09

   PECA: A Position-Exchange Conversational Agent for Mutual Understanding in Left-Behind Families

   Yilin Zhang, Ziying Zhao, Changxue Wu, Weihua Li

   pp. 125–139
10. 10

    ConXCLIP: Concept-Enhanced Vision-Language Learning for Chest X-Ray Classification

    Dang-Man Nguyen, Toan Nguyen-Mau, Duc-Vinh Vo, Van-Nam Huynh

    pp. 140–154
11. 11

    Prototype-Guided Cross-Behavior State Interaction for Mobile Sensing-Based Depression Risk Detection

    Bo Zhu, Zhu Zhang, Zhijun Yan, Fei Peng

    pp. 155–170
12. 12

    Dynamic Label Assignment via Reinforcement Learning for Tiny Object Detection

    Xingke Li, Jue Wang, Zhongzhao Zhang, Deqiang Hu, Junyi Qu, Yitao Wang, Xianneng Li

    pp. 171–185
13. 13

    Fake News Detection via Key-Entities Knowledge-Enhanced Prompt Learning

    Yanxuan Wang, Jindong Chen, Wen Zhang

    pp. 186–201
14. 14

    Measuring What RAG Reranking Hides: A Behavioral Framework and the Fragility of Correctness Metrics

    Gehad Abdullah Amran, Shihang Sun, Junyi Qu, Yitao Wang, Xianneng Li

    pp. 202–217
15. 15

    Discovering Causal Graphs and Interpretable Structural Equations in Nonlinear Time Series

    Bing Yan, Guangfei Yang, Wenli Li

    pp. 218–232
16. 16

    Research on the Network Public Opinion Characteristics and Risks of “Deepfake” Image Incidents in Natural Disaster Scenarios

    Yuxue Chi, Mingzhu Wang

    pp. 235–250
17. 17

    Rumor Propagation in Higher-Order Networks with Trust-Skepticism Dual Cognitive Mechanisms

    Zhihua Yan, Xijin Tang, Zhenpeng Li

    pp. 251–264
18. 18

    Conformity Dynamics in LLM Multi-agent Systems: The Roles of Topology and Self–social Weighting

    Chen Han, Xijin Tang

    pp. 265–280
19. 19

    Discovering Later-Life Volunteer Participation Patterns Through Latent Class Analysis: Evidence from Older Adults in Beijing

    Aihua Li, Sifan Chen, Juxiang Hu

    pp. 281–297
20. 20

    Access to Peer Review! EASE: An LLM-Enabled Evidence-Augmented Screening Engine

    Yijia Ma, Xijin Tang

    pp. 298–313
21. 21

    Automated Identification of Systemically Important Banks with Graph Representation Learning and Graph Classification

    Yi Qu, Muyang Li, Shuyang Peng, Yong Shi

    pp. 314–324