Schedule

5 August

Session 2: Chaired by Mark Keane

11:00 Deliang Wang

Can Explanations Increase Teachers' Trust and Satisfaction? An Empirical Study

11:18 Mengisti Berihu Girmay

Perspectives on Explanation Formats From Two Stakeholder Groups in Germany: Software Providers and Dairy Farmers

11:36 Min Lee

Towards Gradient-based Time-Series Explanations through a Spatio Temporal Attention Network

11:54 André Artelt

Analyzing the Influence of Training Samples on Explanations

12:12 Yasunobu Nohara

Maximizing Accuracy of Shapley Additive Explanations with Limited Features --- A Quantification of Explanation Fidelity and Trade-off Between Fidelity and Number of Features

Session 3: Chaired by Jaesik Choi

14:00 Alicia Tsai

The Extrapolation Power of Implicit Models

14:18 Junseo Park

I2AM: Interpreting Image-to-Image Latent Diffusion Models via Attribution Maps

14:36 Lijie Hu

Explaining Graph Classification with Language-augmented Graph Concept Bottleneck Model

14:54 Yong-Min Shin

On the Feasibility of Fidelity^- for Graph Pruning

15:12 Fábio Neves-Moreira 

Learning symbolic expressions to solve multi-period time slot pricing vehicle routing problems

Coffee break and poster session

15:30-16:00 Coffee break
15:30-16:45 Poster session (overlapping with the coffee break)

Session 4

16:45 Xiaomeng Ye 

Case-Enhanced Vision Transformer: Improving Explanations of Image Similarity with a ViT-based Similarity Metric

17:03 Neo Christopher Chung

Class-Discriminative Attention Maps for Vision Transformers

Workshop closing

Tim Miller