Accepted Papers

Oral Presentations

Authors Paper Title
Hongyu Cui, Jiarui Wang, Guanghua Tang and Abdoul Fatakhou Ba Case-Based Prompt Learning for SO2 Pump Scheduling
Kaitlynne Wilkerson and David Leake Hallucinations Considered Helpful: Increasing Case Base Competence with LLM-Hallucinated Cases
Zizheng Zhang, Yuyang Liao, Chen Chen, Jian He, Dun Wu, Qianjin Yu, Yanqin Gao, Jin Yang, Kailai Zhang, Eng Siong Chng and Xionghu Zhong TextBFGS: A Case-Based Reasoning Approach to Code Optimization via Error-Operator Retrieval
Zachary Wilkerson, David Leake and David Crandall Combining Deep Learning and Large Language Models for Retrieval-Based Image Classification
Tim Haase and Jörg Cassens InterruptSense: Uncertainty-Aware Multimodal CBR for Interruptibility Detection in Knowledge Work
Antonio A. Sánchez-Ruiz Exploring Embedding Spaces for Case-Based Reasoning: Geometry, Coherence, and Human Alignment
Jorge Lopez-Varela, Javier Vega-Dominguez, Belén Díaz-Agudo and Juan A. Recio-Garcia Knowledge-Guided Generative Adaptation in Case-Based Reasoning for Automatic Art Exhibition Generation
Lasal Jayawardena, Nirmalie Wiratunga, Ikechukwu Nkisi-Orji and Darren Nicol Case-Based Adaptation and Retrieval-Augmented Self-Reflection for Multi-Label Classification
Qiuran Zhao, Kai Ming Ting and Xinpeng Li Case-Based Interpretability in Graph-Level Anomaly Detection via Contrast with Normal Prototypes
Pedro Antonio Martin Pelaez and Marta Caro-Martinez SSNN-XCBR: A Siamese-Spiking Neural Network Architecture for Audio Case-Based Explanations
Christopher Rauch and Rosina Weber Component-Aware Case Retrieval for Professional Ethics with Ontology-Constrained LLM Extraction
Thomas Gabel An Empirical Investigation of Bias and Unfairness in Case-Based Adaptation
Ravi Maithrey Regulagedda, Nischal Bangalore Krupashankar and David Leake Keeping Adaptation Simple: Implicit vs. Explicit Adaptation for LLM-Based CBR
Wenjie Liu, Zhen Xu, Yan Zhang, Qian Tan and Huading Su Hierarchical Contrastive Learning with Explanation-Aware Training for Case-Based APT Recognition
Wei Dong, Sirui Huang, Chong Wang, Guohua Zhang and Yindong Ji A Large-Small Model Coordination Framework based on Tactical Case-Based Reasoning Reward Machine for Adversarial Game Scenarios
Ramitha Abeyratne, Nirmalie Wiratunga, Kyle Martin and Ikechukwu Nkisi-Orji Explaining AlignLLM: Case Alignment in LLM-as-a-Judge Systems
Jules Sipp and Jean Lieber An exact and efficient case retrieval approach based on a dichotomy of the case space
Ikechukwu Nkisi-Orji, Pedram Salimi and Nirmalie Wiratunga Failure-Aware Matching-Based Adaptation for Generalisable Reuse
Wei Wang, Weidong Yang, Xing Liu, Xing Xing and Wenfang Cheng IceCBR: Climate-Aware Case Adaptation for Non-Stationary Arctic Sea-Ice Forecasting
Roman Schander, Alexander Schultheis and Ralph Bergmann Explanation of Similarities in Temporal Case-Based Reasoning by Visualization
Barry Smyth The Changing Shape of Case-Based Reasoning: A Topic-Level Analysis & Call-to-Action for Modern CBR

Poster Presentations

Authors Paper Title
Chenxi Wang, Yan Li, Xinjin Ge, Hanwen Zhang and Chunli Lv A Case-Based Reasoning System for Meteorological Event Analysis Integrating Multi-Source Observational Data
Lisa Grewenig, Christian Zeyen, Alexander Schultheis, Lukas Malburg and Ralph Bergmann Challenges and Support Potentials in the Development of CBR Applications
Ruoke Wang, Tianzi Ma, Yulin Wu, Jiajia Zhang and Xuan Wang NegLLM: Enhancing Strategic LLM Negotiation Agents with Case-Based Reasoning
Shweta Soundararajan and Sarah Jane Delany GenWriter 2.0: A Hybrid Case-Based and LLM Rewriting Approach for Mitigating Implicit Gender Cues in Text
Zhang Yongkang and Zheng Ai Beyond Trajectory: Explicit Case-Based Memory for Decision-Making in Multimodal GUI Agents
Jianyu Zhou and Zhanyi Zhou Retrieving Precedents, Adapting Tool Plans, and Revising Judgments: Case-Based Reasoning for Zero-shot Harmful Meme Detection
Erwan Diebold, Jean Lieber, Nabila Merah and Aurélie Bannay Case-Based Identification of Anti-Coagulation Therapy for Pregnant Women Using Approximation and Interpolation of Sequences
Vihanga Ashinsana Wijayasekara, Kyle Martin and Nirmalie Wiratunga Top-Down Hyperbolic Case Retrieval for Few-Shot Hierarchical Ordinal Text Classification
Dandan Cui, Yuqiao Qian, Mulin Yang and Wenchao Yang Case-Based Causal Reasoning for Elite Basketball Decision Support: A Human-in-the-Loop Approach to Clutch-Time Strategy Recommendation
Renning Pang, Tian Lan, Leyuan Liu, Piao Tong, Sheng Cao and Xiaosong Zhang Case-Based Calibration of Reasoning and Execution for LLM Tool Use
Canhua Chen, Yaqin Cao, Liu Xinyu, Baihang Liu, Yongjun Wang, Xiaoyu Wang and Liu Qixu CBR-PAR: LLM-Augmented Case-Based Reasoning for Provenance-Based Alert Reduction
Maxim Hotz, Lukas Malburg, Kokulan Thanabalan and Ralph Bergmann Vision-Based Retrieval of Semantic Workflows in Process-Oriented Case-Based Reasoning
Hao Peng, Juan Bayón Fernández, Joaquin Recas and Maria Guijarro Neuro-Symbolic Temporal Reasoning: A Hybrid Case-Based Approach for Robust Expiration Date Recognition
Shicong Zhang ProtoCase: Case-Based Repair for LLM-Generated Security Protocol Models
Mucun Xie, Yijia Xu and Jian Li From Redundancy to Precision: A CBR-Aligned Compressed Tree-based Case Repository for Enhancing Large Language Model Reasoning