{"total":17,"rows":[{"id":"2305.19951","title":"Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts","created":"2023-05-31","cited_by_count":63,"area":null},{"id":"2311.04128","title":"Generative learning for nonlinear dynamics","created":"2023-11-07","cited_by_count":22,"area":null},{"id":"2406.10368","title":"A Neuro-Symbolic Benchmark Suite for Concept Quality and Reasoning Shortcuts","created":"2024-06-14","cited_by_count":19,"area":null},{"id":"2407.15527","title":"Interpretable Concept-Based Memory Reasoning","created":"2024-07-22","cited_by_count":17,"area":null},{"id":"2502.11245","title":"Shortcuts and Identifiability in Concept-based Models from a Neuro-Symbolic Lens","created":"2025-02-16","cited_by_count":13,"area":null},{"id":"2411.04383","title":"Neuro-Symbolic AI: Explainability, Challenges, and Future Trends","created":"2024-11-07","cited_by_count":10,"area":null},{"id":"2311.15438","title":"ProtoArgNet: Interpretable Image Classification with Super-Prototypes and Argumentation [Technical Report]","created":"2023-11-26","cited_by_count":7,"area":null},{"id":"2408.04996","title":"On the use of neurosymbolic AI for defending against cyber attacks","created":"2024-08-09","cited_by_count":3,"area":null},{"id":"2506.21102","title":"Interpretable Hierarchical Concept Reasoning through Attention-Guided Graph Learning","created":"2025-06-26","cited_by_count":3,"area":null},{"id":"2402.14047","title":"Simple and Effective Transfer Learning for Neuro-Symbolic Integration","created":"2024-02-21","cited_by_count":2,"area":null},{"id":"2407.13329","title":"CiteFusion: An Ensemble Framework for Citation Intent Classification Harnessing Dual-Model Binary Couples and SHAP Analyses","created":"2024-07-18","cited_by_count":2,"area":null},{"id":"2503.01817","title":"Gradient-Based Optimization on G\\\"odel Logic as Discrete Local Search","created":"2025-03-03","cited_by_count":2,"area":null},{"id":"2606.18509","title":"Concept Modulation Models: A Unified Framework for Identifiability and Extrapolation","created":"2026-06-16","cited_by_count":1,"area":null},{"id":"2404.16884","title":"Aligning Knowledge Graphs Provided by Humans and Generated from Neural Networks in Specific Tasks","created":"2024-04-23","cited_by_count":0,"area":null},{"id":"2411.04393","title":"Bridging the Gap: Representation Spaces in Neuro-Symbolic AI","created":"2024-11-07","cited_by_count":0,"area":null},{"id":"2601.04799","title":"Neural-Symbolic Integration with Evolvable Policies","created":"2026-01-08","cited_by_count":0,"area":null},{"id":"2605.10569","title":"Deep Arguing","created":"2026-05-11","cited_by_count":0,"area":null}],"next_cursor":null}