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21 Results

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Poster
Thu 16:30 MambaLRP: Explaining Selective State Space Sequence Models
Farnoush Rezaei Jafari · Grégoire Montavon · Klaus-Robert Müller · Oliver Eberle
Poster
Wed 11:00 [Re] Reproducibility Study of “Explaining Temporal Graph Models Through an Explorer-Navigator Framework"
Helia Ghasemi · Christina Isaicu · Jesse Wonnink · Andreas Berentzen
Workshop
Sat 8:20 AIM-FM: Advancements In Medical Foundation Models: Explainability, Robustness, Security, and Beyond
Yixuan Yuan · Yao Qin · Xiang Li · Ying Wei · Bulat Ibragimov · Linda Petzold
Workshop
Leveraging Large Language Models for Explaining Material Synthesis Mechanisms: The Foundation of Materials Discovery
Yingming Pu · Liping Huang · Tao Lin · Hongyu Chen
Workshop
Assessing Bias in Metric Models for LLM Open-Ended Generation Bias Benchmarks
Nathaniel Demchak · Xin Guan · Zekun Wu · Ziyi Xu · Adriano Koshiyama · Emre Kazim
Workshop
IDS-Agent: An LLM Agent for Explainable Intrusion Detection in IoT Networks
Yanjie Li · Zhen Xiang · Nathaniel Bastian · Dawn Song · Bo Li
Workshop
HEARTS: A Holistic Framework for Explainable, Sustainable and Robust Text Stereotype Detection
Theo King · Zekun Wu · Adriano Koshiyama · Emre Kazim · Philip Treleaven
Workshop
Explainable AI for computational pathology identifies model limitations and tissue biomarkers
Jakub Roman Kaczmarzyk · Joel Saltz · Peter Koo
Poster
Wed 11:00 Exploring the trade-off between deep-learning and explainable models for brain-machine interfaces
Luis Cubillos · Guy Revach · Matthew Mender · Joseph Costello · Hisham Temmar · Aren Hite · Diksha Anoop Kumar Zutshi · Dylan Wallace · Xiaoyong Ni · Madison Kelberman · Matt Willsey · Ruud Van Sloun · Nir Shlezinger · Parag Patil · Anne Draelos · Cynthia Chestek