Kinematics calculation of minimally invasive surgical robot based on FPGA. - Ziyang Jiang; Yu Dai 002; Jianxun Zhang 002; Su He (ROBIO, 2017)

Forecasting Stock Indexes with Metabolic DWT and MWA-GM(1,1). - Ziyang Jiang; Siyuan Lu 002; Jun Lin 001; Zhongfeng Wang 001 (WCSP, 2022)

Incorporating Prior Knowledge into Neural Networks through an Implicit Composite Kernel. - Ziyang Jiang; Tongshu Zheng; David E. Carlson (CoRR, 2022)

Estimating Causal Effects using a Multi-task Deep Ensemble. - Ziyang Jiang; Zhuoran Hou; Yiling Liu; Yiman Ren; Keyu Li; David E. Carlson (ICML, 2023)

Domain Adaptation via Rebalanced Sub-domain Alignment. - Yiling Liu; Juncheng Dong; Ziyang Jiang; Ahmed Aloui; Keyu Li; Michael Hunter Klein; Vahid Tarokh; David E. Carlson (CoRR, 2023)

Causal Mediation Analysis with Multi-dimensional and Indirectly Observed Mediators. - Ziyang Jiang; Yiling Liu; Michael Hunter Klein; Ahmed Aloui; Yiman Ren; Keyu Li; Vahid Tarokh; David E. Carlson (CoRR, 2023)

Augmenting Ground-Level PM2.5 Prediction via Kriging-Based Pseudo-Label Generation. - Lei Duan; Ziyang Jiang; David E. Carlson (CoRR, 2024)

Assessing the Potential of PlanetScope Satellite Imagery to Estimate Particulate Matter Oxidative Potential. - Ian Hough; Loïc Argentier; Ziyang Jiang; Tongshu Zheng; Mike Bergin; David E. Carlson; Jean-Luc Jaffrezo; Jocelyn Chanussot; Gaëlle Uzu (CoRR, 2024)

pTSE-T: Presentation Target Speaker Extraction using Unaligned Text Cues. - Ziyang Jiang; Xinyuan Qian 001; Jiahe Lei; Zexu Pan; Wei Xue 002; Xu-Cheng Yin (CoRR, 2024)

Deep Causal Inference for Point-referenced Spatial Data with Continuous Treatments. - Ziyang Jiang; Zach Calhoun; Yiling Liu; Lei Duan; David E. Carlson (CoRR, 2024)

Incorporating Prior Knowledge into Neural Networks through an Implicit Composite Kernel. - Ziyang Jiang; Tongshu Zheng; Yiling Liu; David E. Carlson (Trans. Mach. Learn. Res., 2024)

ADEPT-Z: Zero-Shot Automated Circuit Topology Search for Pareto-Optimal Photonic Tensor Cores. - Ziyang Jiang; Pingchuan Ma 012; Meng Zhang 023; Z. Rena Huang; Jiaqi Gu 002 (ASP-DAC, 2025)

Intelligent integrity detection and damage localization of pile from low-strain test using deep learning with accelerated training via variable-order gradient descent. - Guangyao Chen; Chan Ghee Koh; Sihao Li; Ziyang Jiang; Yangze Liang; Zhao Xu; Daguo Wu (Adv. Eng. Informatics, 2025)

Fractional-order PID-based search algorithms: A math-inspired meta-heuristic technique with historical information consideration. - Guangyao Chen; Yangze Liang; Ziyang Jiang; Sihao Li; Heng Li; Zhao Xu (Adv. Eng. Informatics, 2025)

Scale-free and unbiased transformer with tokenization for cell type annotation from single-cell RNA-seq data. - Hongwei Zhang; Ziyang Jiang; Song Zhang; Liyun Tu; David E. Carlson (Pattern Recognit., 2025)

Understanding and Robustifying Sub-domain Alignment for Domain Adaptation. - Yiling Liu; Juncheng Dong; Ziyang Jiang; Ahmed Aloui; Keyu Li; Michael Hunter Klein; Vahid Tarokh; David E. Carlson (Trans. Mach. Learn. Res., 2025)

Muyan-TTS: A Trainable Text-to-Speech Model Optimized for Podcast Scenarios with a $50K Budget. - Xin Li; Kaikai Jia; Hao Sun; Jun Dai; Ziyang Jiang (CoRR, 2025)