Jiayang Shi

17 papers Journal 14Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
DM4CT: Benchmarking Diffusion Models for Computed Tomography Reconstruction.
CoRR
Jiayang Shi, Daniël Maria Pelt, Kees Joost Batenburg
2026 J jnl
Efficient Flow Matching for Sparse-View CT Reconstruction.
CoRR
Jiayang Shi, Lincen Yang, Zhong Li, Tristan van Leeuwen, Daniël Maria Pelt, Kees Joost Batenburg
2025 J jnl
Diffusion Models for Tabular Data: Challenges, Current Progress, and Future Directions.
CoRR
Zhong Li, Qi Huang, Lincen Yang, Jiayang Shi, Zhao Yang, Niki van Stein, Thomas Bäck, Matthijs van Leeuwen
2025 J jnl
Filtered Approximate Nearest Neighbor Search: A Unified Benchmark and Systematic Experimental Study [Experiment, Analysis & Benchmark].
CoRR
Jiayang Shi, Yuzheng Cai, Weiguo Zheng
2025 J jnl
Social Simulation for Integrating Self-Care: Measuring the Effects of Contextual Environments in Augmented Reality for Mental Health Practice.
CoRR
Anna Fang, Jiayang Shi, Hriday Chhabria, Bosi Li, Haiyi Zhu
2024 J jnl
Cross-Domain Graph Level Anomaly Detection.
IEEE Trans. Knowl. Data Eng.
Zhong Li, Sheng Liang, Jiayang Shi, Matthijs van Leeuwen
2024 — conf
Graph Neural Networks based Log Anomaly Detection and Explanation.
ICSE Companion
Zhong Li, Jiayang Shi, Matthijs van Leeuwen
2024 J jnl
Implicit Neural Representations for Robust Joint Sparse-View CT Reconstruction.
CoRR
Jiayang Shi, Junyi Zhu, Daniël Maria Pelt, Kees Joost Batenburg, Matthew B. Blaschko
2024 J jnl
Implicit Neural Representations for Robust Joint Sparse-View CT Reconstruction.
Trans. Mach. Learn. Res.
Jiayang Shi, Junyi Zhu, Daniël Maria Pelt, Kees Joost Batenburg, Matthew B. Blaschko
2024 J jnl
Navigating Labels and Vectors: A Unified Approach to Filtered Approximate Nearest Neighbor Search.
Proc. ACM Manag. Data
Yuzheng Cai, Jiayang Shi, Yizhuo Chen, Weiguo Zheng
2024 J jnl
Results of the Big ANN: NeurIPS'23 competition.
CoRR
Harsha Vardhan Simhadri, Martin Aumüller, Amir Ingber, Matthijs Douze, George Williams, Magdalen Dobson Manohar, Dmitry Baranchuk, Edo Liberty, Frank Liu, Benjamin Landrum, Mazin Karjikar, Laxman Dhulipala, Meng Chen, Yue Chen, Rui Ma, Kai Zhang, Yuzheng Cai, Jiayang Shi, Yizhuo Chen, Weiguo Zheng, Zihao Wan, Jie Yin, Ben Huang
2024 J jnl
SR4ZCT: Self-supervised Through-plane Resolution Enhancement for CT Images with Arbitrary Resolution and Overlap.
CoRR
Jiayang Shi, Daniël Maria Pelt, Kees Joost Batenburg
2023 J jnl
Graph Neural Network based Log Anomaly Detection and Explanation.
CoRR
Zhong Li, Jiayang Shi, Matthijs van Leeuwen
2023 J jnl
Multi-stage Deep Learning Artifact Reduction for Computed Tomography.
CoRR
Jiayang Shi, Daniël Maria Pelt, Kees Joost Batenburg
2023 — conf
SR4ZCT: Self-supervised Through-Plane Resolution Enhancement for CT Images with Arbitrary Resolution and Overlap.
MLMI@MICCAI (1)
Jiayang Shi, Daniël Maria Pelt, Kees Joost Batenburg
2021 — conf
Spectral Reconstruction and Disparity from Spatio-Spectrally Coded Light Fields via Multi-Task Deep Learning.
3DV
Maximilian Schambach, Jiayang Shi, Michael Heizmann
2021 J jnl
Spectral Reconstruction and Disparity from Spatio-Spectrally Coded Light Fields via Multi-Task Deep Learning.
CoRR
Maximilian Schambach, Jiayang Shi, Michael Heizmann