Schedule Overview
| Time | Wed 12 Aug. | Thu 13 Aug. | Fri 14 Aug. | Sat 15 Aug. | Sun 16 Aug. |
|---|---|---|---|---|---|
| 08:30–09:00 | Registration Desk | ||||
| 09:00–10:00 | Keynote: Eyke Hüllermeier In any case, or maybe not? Towards uncertainty-aware CBR | Keynote: Rosina O. Weber XAI is in Trouble, but is CBR? |
Registration Desk: 09:00–09:30
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| 10:00–10:30 | Coffee Break | Coffee Break | |||
| 10:30–12:00 | Paper Session I Foundations, Retrieval, and the State of CBR | Paper Session IV Explainable and Multimodal CBR | |||
| 12:00–13:00 | Lunch | Lunch | |||
| 13:00–14:30 | Paper Session II CBR for Dynamic Real-World Domains | Paper Session V Adaptation, Generalization, and Learning | |||
| 14:30–15:00 | Coffee Break | Coffee Break & PC Meeting PC Meeting starting at 14:00 | |||
| 15:00–16:00 | Paper Session III LLM Reasoning, Alignment, and Responsible Use | Paper Session VI LLM-Based CBR | |||
| 16:00–17:00 | Poster Pitches | Paper Session VI LLM-Based CBR & Community Meeting | Commute: Uni → City | ||
| 17:00–18:00 | Reception & Posters | Social Program | |||
| 18:00–19:00 | DC Intro | Reception & Posters | Commute: Uni → City | Social Program | |
| 19:00–20:00 | DC Intro | Commute: Uni → City | Conference Dinner | Social Program | |
| 20:00–21:00 | City Tour | Conference Dinner | |||
| 21:00–22:00 | Conference Dinner |
Paper Session I
Foundations, Retrieval, and the State of CBR
- The Changing Shape of Case-Based Reasoning: A Topic-Level Analysis & Call-to-Action for Modern CBR
- Exploring Embedding Spaces for Case-Based Reasoning: Geometry, Coherence, and Human Alignment
- An adaptation-guided and efficient case retrieval approach based on a dichotomy of the case space
Paper Session II
CBR for Dynamic Real-World Domains
- InterruptSense: Uncertainty-Aware Multimodal CBR for Interruptibility Detection in Knowledge Work
- IceCBR: Climate-Aware Case Adaptation for Non-Stationary Arctic Sea-Ice Forecasting
- A Large-Small Model Coordination Framework based on Tactical Case-Based Reasoning Reward Machine for Adversarial Game Scenarios
- Case-Based Causal Reasoning for Elite Basketball Decision Support: A Human-in-the-Loop Approach to Clutch-Time Strategy Recommendation
Paper Session III
LLM Reasoning, Alignment, and Responsible Use
- Explaining AlignLLM: Case Alignment in LLM-as-a-Judge Systems
- Component-Aware Case Retrieval for Professional Ethics with Ontology-Constrained LLM Extraction
- TextBFGS: A Case-Based Reasoning Approach to Code Optimization via Error-Operator Retrieval
Paper Session IV
Explainable and Multimodal Case-Based Reasoning
- Combining Deep Learning and Large Language Models for Retrieval-Based Image Classification
- SSNN-XCBR: A Siamese-Spiking Neural Network Architecture for Audio Case-Based Explanations
- Case-Based Interpretability in Graph-Level Anomaly Detection via Contrast with Normal Prototypes
- Explanation of Similarities in Temporal Case-Based Reasoning by Visualization
Paper Session V
Adaptation, Generalization, and Learning
- Failure-Aware Matching-Based Adaptation for Generalisable Reuse
- An Empirical Investigation of Bias and Unfairness in Case-Based Adaptation
- Hierarchical Contrastive Learning with Explanation-Aware Training for Case-Based APT Recognition
Paper Session VI
LLM-Based CBR: Prompting, Adaptation, and Generation
- Case-Based Prompt Learning for SO2 Pump Scheduling
- Case-Based Adaptation and Retrieval-Augmented Self-Reflection for Multi-Label Classification
- Hallucinations Considered Helpful: Increasing Case Base Competence with LLM-Hallucinated Cases
- Keep Adaptation Simple: Implicit vs. Explicit Adaptation for LLM-Based CBR
Poster Pitches
Poster Session
LLM Agents, Tool Use, and Model Repair
- NegLLM: Enhancing Strategic LLM Negotiation Agents with Case-Based Reasoning
- Beyond Trajectory: Explicit Case-Based Memory for Decision-Making in Multimodal GUI Agents
- Retrieving Precedents, Adapting Tool Plans, and Revising Judgments: Case-Based Reasoning for Zero-shot Multimodal Harmful Content Detection
- Case-Based Calibration of Adaptive Reasoning and Execution for LLM Tool Use
- ProtoCase: Case-Based Repair for LLM-Generated Security Protocol Models
- From Redundancy to Precision: A CBR-Aligned Compressed Tree-based Case Repository for Enhancing Large Language Model Reasoning
Security, Alerts, Workflows, and Temporal Reasoning
- CBR-PAR: LLM-Augmented Case-Based Reasoning for Provenance-Based Alert Reduction
- Vision-Based Retrieval of Semantic Workflows in Process-Oriented Case-Based Reasoning
- Neuro-Symbolic Temporal Reasoning: A Hybrid Case-Based Approach for Robust Expiration Date Recognition
Applications and Decision Support
- A Case-Based Reasoning System for Meteorological Event Analysis Integrating Multi-Source Observational Data
- Case-Based Identification of Anti-Coagulation Therapy for Pregnant Women Using Approximation and Interpolation of Sequences
- Knowledge-Guided Generative Adaptation in Case-Based Reasoning for Automatic Art Exhibition Generation
Text, Classification, and CBR Development
- GenWriter 2.0: A Hybrid Case-Based and LLM Rewriting Approach for Mitigating Implicit Gender Cues in Text
- Top-Down Hyperbolic Case Retrieval for Few-Shot Hierarchical Ordinal Text Classification
- Challenges and Support Potentials in the Development of CBR Applications
Saturday Workshop
Workshop Programme
Presentation format:
Long papers: 15 minutes presentation + 10 minutes discussion.
Short papers: 10 minutes presentation + 5 minutes discussion.
Opening
Opening
Session 1: Applications
XAI in Genomics with LLM-Powered Explanations in Oncology
PACE-CBR: A Pose-Aware Conversational Case-Based
Exercise Coach
Coffee Break
Session 2: LLM Evaluation and Applications in NLP
AlignLLM: Addressing Short Answer Limitations in
LLM-as-a-Judge Systems
Applying Open-Weight Models and Case-Based Reasoning
to Local Document Classification Tasks
Short paper
Can LLMs Reason with Case-Based Structure?
Model-Dependent Effects of CBR-Inspired Decomposition
on AI Risk Assessment
Lunch
Session 3: CBR Representation and Cycle
Agentic RAG for Case-Based Adaptation
Short paper
Capturing LLM Cases for RAG Reuse
Discussion and Closing
Workshop Discussion, Synthesis and Wrap-up
Discussion of common themes, open research questions,
and potential directions for future collaboration.
Doctoral Consortium
Doctoral Consortium Programme
Format:
Doctoral presentations, mentoring discussions, panel discussion
and closing session.
Opening and Session 1
Opening of the session
Some reflexions on the career of a computer scientist
Panel on career reflexions
With all mentors and questions from the audience
Coffee Break
Session 2
Doctoral Presentations
- Exploring Case-Based Reasoning for Multivariate Time Series Classification – Application to Music Emotion Recognition Mentor: Ralph Bergmann
- Retrieval-Augmented Case-Based Reasoning for Trustworthy Document Understanding at Scale Mentor: Pierre-Alexandre Murena
- Towards Interpretable Case-Based Reasoning for Acoustic Signal Classification under Low-Data Constraints Mentor: Antonio A. Sánchez-Ruiz
Lunch
Session 3 and Closing
Doctoral Presentations and Closing
- Leveraging Generative AI Tasks Using CBR Methods with Structural Knowledge Mentor: Nirmalie Wiratunga
- AI Copilot for FEL Experiments Mentor: David Leake
- Towards Explainable Hybrid Similarity for Cybersecurity Incident Retrieval Mentor: Kyle Martin
- Closing of the Doctoral Consortium
Coffee Break