| Session 1 (13:30–14:35) |
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| 13:33–13:39 | S32201 | From Event Logs to Governed Action: A BlueSky Agenda for Agentic Process Mining | Yiyuan Yang, Zheshun Wu, Yong Chu, Zhenghua Chen, Zenglin Xu, and Qingsong Wen |
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| 13:39–13:45 | S32202 | Revisiting Self-Attentive Sequential Recommendation Beyond the LLM Paradigm | Zan Huang |
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| 13:45–13:51 | S32204 | Data Mining in the Age of World Models: A BlueSky Vision | Zhihan Xu, Liang Feng, Chao Jiang, Dimitrios K. Gerontitis, Choo-Yee Ting, and Yang Shi |
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| 13:51–13:57 | S32210 | GraphAgent: From Tool-Using to Graph-Thinking Agents for Autonomous Graph Problem Solving | Zhao Li and Ji Zhang |
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| 13:57–14:03 | S32211 | The Future Is Not One Sequence: A BlueSky Agenda for Future Contingency Mining | Dapei Chen, Mengda Chu, and Yufan Huang |
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| 14:03–14:09 | S32215 | Synthetic Data Ecology: Mining Feedback Loops in AI-Generated Data Ecosystems | Jiayi Yin and Yixi Zhou |
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| 14:09–14:15 | S32218 | Toward an Industrial Brain: Making Defect Inspection Experience Reusable | Bowen Li, Wei Li, Yinghui Wang, and Yi Zhu |
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| 14:15–14:21 | S32219 | When the Miner is the Generator: Rethinking the Separation Axiom in LLM-Driven Data Mining | Xi Chen and Mengke Li |
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| 14:21–14:35 | — | Session 1 Block Q&A |
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| Session 2 (14:35–16:00) |
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| 14:35–14:41 | S32220 | Explaining Changes in Evolving Systems | Eirini Ntoutsi, Mykola Pechenizki, and Jerzy Stefanowski |
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| 14:41–14:47 | S32222 | From Output Quality to Auditability: A Data Mining Agenda for LLM-Generated Artifacts | Mingjia Qian and Limeng Ge |
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| 14:47–14:53 | S32225 | From Scaling Laws to Evolution Laws: Forecasting and Steering the Fate of Self-Evolving AI Systems | Yufei Peng, Yiu-ming Cheung, and Haosen Liu |
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| 14:53–14:59 | S32226 | Toward Biological Active Memory: A Memory-Centric Paradigm for Future Automated Biological Research | Chunliang Chen, Xinyu Wang, and Xiaoling Wang |
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| 14:59–15:05 | S32227 | Knowing What They Don't Know: An Agenda for Sample-Frame-Aware Data Mining Agents | Shankara Ramasubramanian A S, Subbareddy Batreddy, Giridhar Pamisetty, Ch. Sobhan Babu, Mohit Agrawal, and Saurav Singla |
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| 15:05–15:11 | S32228 | From Speaking to Communicating: A BlueSky Vision for Paralinguistic Intelligence | Shulan Ruan and Huijie Liu |
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| 15:11–15:17 | S32230 | You'll Never Diagnose Alone: An Evidence-Centric Agenda for Medical MLLMs | Yiwei Fu, Xiusi Chen, Xiaoda Wang, Yao Ma, Carl Yang, and Xiao Luo |
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| 15:17–15:23 | S32233 | Mining the Self-Rewriting System: A Vision for Data Mining on AI-Native Infrastructure | Mayank Darbari, Chiman Salavati, Liang Wu, Dawei Wang, Jiong Zhang, Kelly Wan, Krishna Chakka, and Liangjie Hong |
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| 15:23–15:29 | S32235 | Memory Has Geometry: Non-Uniform Geometric Memory for Long-Horizon Personalized AI | Jiahong Liu, Wenhao Yu, Zexuan Qiu, Menglin Yang, and Irwin King |
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| 15:29–15:35 | S32236 | Keeping Software Knowledge Alive: Toward Shared Semantic Views for Human-Agent Software Evolution | Cheng Wen, Kangshuo Yu, Dugang Liu, Bin Yu, Zhi Ma, Zhiwu Xu, Shengchao Qin, and Cong Tian |
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| 15:35–15:41 | S32238 | When Prediction Shapes the Future: A BlueSky Agenda for Reflexive Time Series Analysis | Tao Xie, Yiqun Zhang, and Yiu-ming Cheung |
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| 15:41–15:47 | S32239 | Mining Evidence-Linked Claims from Software Repositories for Contradiction-Aware Knowledge Diagnosis | Kangshuo Yu, Xingjian Han, Han Liao, Cheng Wen, Cong Tian, Shengchao Qin, and Ping Chen |
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| 15:47–16:00 | — | Session 2 Block Q&A and Closing Remarks |
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