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2020 – today
- 2025
[j4]Yueqing Xuan
, Edward Small, Kacper Sokol, Danula Hettiachchi, Mark Sanderson:
Comprehension is a double-edged sword: Over-interpreting unspecified information in intelligible machine learning explanations. Int. J. Hum. Comput. Stud. 193: 103376 (2025)- [j3]Kacper Sokol, Edward Small, Yueqing Xuan:
Navigating explanatory multiverse through counterfactual path geometry. Mach. Learn. 114(6): 144 (2025) - [j2]Yueqing Xuan, Kacper Sokol, Mark Sanderson, Jeffrey Chan:
Perfect counterfactuals in imperfect worlds: modelling noisy implementation of actions in sequential algorithmic recourse. Mach. Learn. 114(8): 187 (2025) - [c2]Yueqing Xuan, Kacper Sokol, Mark Sanderson, Jeffrey Chan:
Evaluating and Addressing Fairness Across User Groups in Negative Sampling for Recommender Systems. CIKM 2025: 3720-3729 - [c1]Yueqing Xuan, Kacper Sokol, Mark Sanderson, Jeffrey Chan:
Leveraging Complementary AI Explanations to Mitigate Misunderstanding in XAI. SDS 2025: 174-177 - [i7]Yueqing Xuan, Kacper Sokol, Mark Sanderson, Jeffrey Chan:
Leveraging Complementary AI Explanations to Mitigate Misunderstanding in XAI. CoRR abs/2503.00303 (2025) - [i6]Yueqing Xuan, Kacper Sokol, Mark Sanderson, Jeffrey Chan:
Diverse Negative Sampling for Implicit Collaborative Filtering. CoRR abs/2508.14468 (2025) - 2024
- [i5]Yueqing Xuan, Kacper Sokol, Mark Sanderson, Jeffrey Chan:
Perfect Counterfactuals in Imperfect Worlds: Modelling Noisy Implementation of Actions in Sequential Algorithmic Recourse. CoRR abs/2410.02273 (2024) - 2023
- [i4]Edward Small, Yueqing Xuan, Danula Hettiachchi, Kacper Sokol:
Helpful, Misleading or Confusing: How Humans Perceive Fundamental Building Blocks of Artificial Intelligence Explanations. CoRR abs/2303.00934 (2023) - [i3]Yueqing Xuan, Kacper Sokol, Jeffrey Chan, Mark Sanderson:
More Is Less: When Do Recommenders Underperform for Data-rich Users? CoRR abs/2304.07487 (2023) - [i2]Kacper Sokol, Edward Small, Yueqing Xuan:
Navigating Explanatory Multiverse Through Counterfactual Path Geometry. CoRR abs/2306.02786 (2023) - [i1]Yueqing Xuan, Edward Small, Kacper Sokol, Danula Hettiachchi, Mark Sanderson:
Can Users Correctly Interpret Machine Learning Explanations and Simultaneously Identify Their Limitations? CoRR abs/2309.08438 (2023) - 2020
- [j1]Lei Zhang, Yueqing Xuan, Huimin Zhang:
Construction and application of SPOC-based flipped classroom teaching mode in Installation Engineering Cost curriculum based on OBE concept. Comput. Appl. Eng. Educ. 28(6): 1503-1519 (2020)
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