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Jiaxing Shen

3 accepted papers

2026

QuantWear: Quantum-scale Wear Particle Detection for Jet Engine Diagnosis

ICML 2026poster

The quantity and 3-D shape of wear particles are essential indicators for assessing the health of jet engines, enabling early detection of potential damage and preventing accidents caused by catastrophic failures. However, capturing wear particles is difficult due to their minute sizes and ultra hig…

Cited by 0SourceScholar
2025

FairTP: A Prolonged Fairness Framework for Traffic Prediction

AAAI 2025technical

Traffic prediction is pivotal in intelligent transportation systems. Existing works focus mainly on improving overall accuracy, overlooking a crucial problem of whether prediction results will lead to biased decisions by transportation authorities. In practice, the uneven deployment of traffic sen…

2024

Prompting Explicit and Implicit Knowledge for Multi-hop Question Answering Based on Human Reading Process

COLING 2024main

Pre-trained language models (PLMs) leverage chains-of-thought (CoT) to simulate human reasoning and inference processes, achieving proficient performance in multi-hop QA. However, a gap persists between PLMs’ reasoning abilities and those of humans when tackling complex problems. Psychological studi…