Adopting Trustworthy AI for Sleep Disorder Prediction: Deep Time Series Analysis with Temporal Attention Mechanism and Counterfactual Explanations

Authors: Ahadian, Pegah, Xu, Wei, Wang, Sherry, Guan, Qiang

Source: 2024 IEEE International Conference on Big Data (BigData) Big Data (BigData), 2024 IEEE International Conference on. :4621-4626 Dec, 2024

Relation: 2024 IEEE International Conference on Big Data (BigData)

Intuit: Explain Quantum Computing Concepts via AR-based Analogy

Authors: Karunathilaka, Manusha, Ruan, Shaolun, Yuan, Lin-Ping, Li, Jiannan, Liang, Zhiding, Athapaththu, Kavinda, Guan, Qiang, Wang, Yong

Subject Terms: Computer Science - Human-Computer Interaction

Access URL: http://arxiv.org/abs/2503.00835

Fast and robust production of quantum superposition states by the fractional shortcut to adiabaticity

Authors: Li, Guan-Qiang, Guo, Hao, Zhang, Yu-Qi, Yang, Bo, Peng, Ping

Subject Terms: Quantum Physics

Access URL: http://arxiv.org/abs/2502.08090

Dicke-Ising quantum battery of an ion chain driven by a mechanical oscillator

Authors: Wen, Jun, Wen, Zheng, Peng, Ping, Li, Guan-Qiang

Subject Terms: Quantum Physics

Access URL: http://arxiv.org/abs/2502.08065

Can Large Language Models Understand Intermediate Representations?

Authors: Jiang, Hailong, Zhu, Jianfeng, Wan, Yao, Fang, Bo, Zhang, Hongyu, Jin, Ruoming, Guan, Qiang

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2502.06854

Escaping Barren Plateau: Co-Exploration of Quantum Circuit Parameters and Architectures

Authors: Liu, Yipei, Song, Yuhong, Li, Jinyang, Guan, Qiang, Lu, Cheng-chang, Lin, Youzuo, Jiang, Weiwen

Subject Terms: Quantum Physics

Access URL: http://arxiv.org/abs/2501.13275

HAppA: A Modular Platform for HPC Application Resilience Analysis with LLMs Embedded

Authors: Jiang, Hailong, Zhu, Jianfeng, Fang, Bo, Barker, Kevin, Chen, Chao, Jin, Ruoming, Guan, Qiang

Source: 2024 43rd International Symposium on Reliable Distributed Systems (SRDS) SRDS Reliable Distributed Systems (SRDS), 2024 43rd International Symposium on. :40-51 Sep, 2024

Relation: 2024 43rd International Symposium on Reliable Distributed Systems (SRDS)

Efficient Circuit Wire Cutting Based on Commuting Groups

Authors: Li, Xinpeng, Kulkarni, Vinooth, Chen, Daniel T., Guan, Qiang, Jiang, Weiwen, Xie, Ning, Xu, Shuai, Chaudhary, Vipin

Source: 2024 IEEE International Conference on Quantum Computing and Engineering (QCE) QCE Quantum Computing and Engineering (QCE), 2024 IEEE International Conference on. 01:117-123 Sep, 2024

Relation: 2024 IEEE International Conference on Quantum Computing and Engineering (QCE)

Supporting Static Program Analysis and Transformation of Quantum-Based Languages

Authors: Behler, Joshua A.C., Al-Ramadan, Ali F., Baheri, Betis, Guan, Qiang, Maletic, Jonathan I.

Source: 2024 IEEE International Conference on Quantum Computing and Engineering (QCE) QCE Quantum Computing and Engineering (QCE), 2024 IEEE International Conference on. 01:836-842 Sep, 2024

Relation: 2024 IEEE International Conference on Quantum Computing and Engineering (QCE)

PQML: Enabling the Predictive Reproducibility on NISQ Machines for Quantum ML Applications

Authors: Senapati, Priyabrata, Chen, Samuel Yen-Chi, Fang, Bo, Athawale, Tushar M., Li, Ang, Jiang, Weiwen, Lu, Cheng Chang, Guan, Qiang

Source: 2024 IEEE International Conference on Quantum Computing and Engineering (QCE) QCE Quantum Computing and Engineering (QCE), 2024 IEEE International Conference on. 01:1413-1424 Sep, 2024

Relation: 2024 IEEE International Conference on Quantum Computing and Engineering (QCE)

SNNPG: Using Spiking Neural Networks to Detect Attacks in the Power Grid

Authors: Hood, Kendric, Li, Ang, Guan, Qiang

Source: 2024 International Conference on Neuromorphic Systems (ICONS) ICONS Neuromorphic Systems (ICONS), 2024 International Conference on. :224-228 Jul, 2024

Relation: 2024 International Conference on Neuromorphic Systems (ICONS)

MNIST-Fraction: Enhancing Math Education with AI-Driven Fraction Detection and Analysis

Authors: Ahadian, Pegah, Feng, Yunhe, Kosko, Karl, Ferdig, Richard, Guan, Qiang

Source: ACMSE '24: Proceedings of the 2024 ACM Southeast Conference

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2412.08633

Approaches to Simultaneously Solving Variational Quantum Eigensolver Problems

Authors: Hutchings, Adam, Yarnot, Eric, Li, Xinpeng, Guan, Qiang, Xie, Ning, Xu, Shuai, Chaudhary, Vipin

Subject Terms: Quantum Physics, Computer Science - Emerging Technologies

Access URL: http://arxiv.org/abs/2410.21413

Advanced Multi-Sensor Person-Following System on a Mobile Robot: Design, Construction and Measurements

Authors: Zhang, Chi-Zhou, Li, Ze-Hao, Chen, Ming-Song, Lin, Yong-Cheng, Wang, Guan-Qiang, Wang, Qiu, Zeng, Wei-Dong

Source: IEEE Instrumentation & Measurement Magazine IEEE Instrum. Meas. Mag. Instrumentation & Measurement Magazine, IEEE. 27(5):38-44 Aug, 2024

Radiance Field Learners As UAV First-Person Viewers

Authors: Yan, Liqi, Wang, Qifan, Zhao, Junhan, Guan, Qiang, Tang, Zheng, Zhang, Jianhui, Liu, Dongfang

Source: European Conference on Computer Vision (ECCV 2024)

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2408.05533

AMD: Automatic Multi-step Distillation of Large-scale Vision Models

Authors: Han, Cheng, Wang, Qifan, Dianat, Sohail A., Rabbani, Majid, Rao, Raghuveer M., Fang, Yi, Guan, Qiang, Huang, Lifu, Liu, Dongfang

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2407.04208

Deep Learning-based Student Learning Behavior Understanding Framework in Real Classroom Scene

Authors: Yang, Yuxin, Ren, Zhengyong, Lenart, Christian, Corsello, Ashton, Kosko, Karl, Su, Simon, Guan, Qiang

Source: 2023 International Conference on Machine Learning and Applications (ICMLA) ICMLA Machine Learning and Applications (ICMLA), 2023 International Conference on. :437-444 Dec, 2023

Relation: 2023 International Conference on Machine Learning and Applications (ICMLA)

Visilience: An Interactive Visualization Framework for Resilience Analysis using Control-Flow Graph

Authors: Jiang, Hailong, Ruan, Shaolun, Fang, Bo, Wang, Yong, Guan, Qiang

Source: 2023 IEEE 28th Pacific Rim International Symposium on Dependable Computing (PRDC) PRDC Dependable Computing (PRDC), 2023 IEEE 28th Pacific Rim International Symposium on. :250-256 Oct, 2023

Relation: 2023 IEEE 28th Pacific Rim International Symposium on Dependable Computing (PRDC)

Which One Changes More? A Novel Radial Visualization for State Change Comparison

Authors: Ruan, Shaolun, Wang, Yong, Guan, Qiang

Subject Terms: Computer Science - Human-Computer Interaction

Access URL: http://arxiv.org/abs/2406.13721

Prototypical Transformer as Unified Motion Learners

Authors: Han, Cheng, Lu, Yawen, Sun, Guohao, Liang, James C., Cao, Zhiwen, Wang, Qifan, Guan, Qiang, Dianat, Sohail A., Rao, Raghuveer M., Geng, Tong, Tao, Zhiqiang, Liu, Dongfang

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2406.01559