PKAW 2026 will be held on 17 November 2026. The venue is at the Chimelong International Convention & Exhibition Center. All sessions will be held in Room R208, and all times are in UTC+8. Each paper presentation is 15 minutes.

The program below is tentative and may be subject to minor adjustments.

Program at a Glance

Time Program
09:15-09:30 Opening Remarks
09:30-10:30 Session 1 (Part 1): Knowledge Graphs, LLMs and AI Agents
10:30-10:50 Coffee Break
10:50-11:50 Keynote
11:50-12:30 Session 1 (Part 2): Knowledge Graphs, LLMs and AI Agents
12:30-13:50 Lunch
13:50-15:30 Session 2: Explainable and Trustworthy Data Intelligence
15:30-15:50 Coffee Break
15:50-16:50 Session 3: Human and Social Knowledge Dynamics
16:50-17:00 Closing Remarks

Session Details

09:30-10:30 Session 1 (Part 1): Knowledge Graphs, LLMs and AI Agents
Time Paper Title and Authors
09:30-09:50 From Tables to Graph: A Unified Framework for Knowledge Graph Construction from Complex Relational Databases Ziyu Zhao, Wei Liu, Tim French, Michael Stewart, Meng Chen, and Feiyu Liao
09:50-10:10 FactRebuild: Zero-Resource Hallucination Detection via Weighted Fact Decomposition and Question Reverse Reconstruction Yupeng Jiang, Jindong Chen, Zhihua Yan, Wen Zhang, and Yuan Ni
10:10-10:30 RoleMem: Role-Specific Multilayer Memory for Question Answering Agents in Long-Term Conversations Hong Li, Wenjia Wu, Feng Chen, Jingqi Zuo, Changjun Wang, and Chie Sakuragi
11:50-12:30 Session 1 (Part 2): Knowledge Graphs, LLMs and AI Agents
Time Paper Title and Authors
11:50-12:10 GeoKORE: Schema-Aware LLM-based Geological Knowledge Extraction for Reliable Knowledge Graph Construction Weijie Chen, Li Jin, Xinggang Fan, and Xin-Wei Yao
12:10-12:30 A Collaborative Large Language Model-Guided Evolutionary Framework for Fair Multiobjective Influence Maximisation Ziying Zhao, Weihua Li, Jing Ma, Xianqiu Meng, Jianhua Jiang, Quan Bai, and Xing Su
13:50-15:30 Session 2: Explainable and Trustworthy Data Intelligence
Time Paper Title and Authors
13:50-14:10 Brainwave-Informed Knowledge Acquisition for HR Development Maria R. Lee, Ching Lee, Minder Chen, Shu-Chung Chen, and Colin W.K. Chen
14:10-14:30 CD-ViewGNN: Persistence-Anchored Forecasting of Cluster-Density Dynamics in Event-Centred Discussions Xiaodan Wang, Yanbin Liu, Shiqing Wu, Yilin Zhang, Weihua Li, and Quan Bai
14:30-14:50 Does Concept Drift Affect SHAP Explanation Stability in Credit Scoring? Formalising the Performance-Explanation Decoupling Paradox and a Composite Governance Metric Abdolrahim Tahvildari, Mahsa Mohaghegh, and Jina Ma
14:50-15:10 Explainable Knowledge Discovery from Historical Post-Earthquake Road Recovery Data Using XGBoost and SHAP Jieling Wu, Mitsugu Saito, and Noriaki Endo
15:10-15:30 Dynamic Feature Purification via Lee Oscillators for Fake News Detection: An Exploratory Cross-Architecture Study Zhaoyuan Yang, Yicong Yu, and Raymond S. T. Lee
15:50-16:50 Session 3: Human and Social Knowledge Dynamics
Time Paper Title and Authors
15:50-16:10 TMBM: A Temporal Multi-Behavior Model for Influence Propagation in Social Networks Pingping Cao, Wenbin Shen, Shiqing Wu, Weihua Li, and Quan Bai
16:10-16:30 Human Reason Logs as Knowledge Acquisition Data for Reason-Visible AI-Assisted Judgment Masao Hirofuji and Masatoshi Hirofuji
16:30-16:50 Structuring Tacit Coaching Knowledge for AI-Assisted Sprint Feedback Niken Prasasti Martono, Kota Fuuji, and Hayato Ohwada