Rotation-free online handwritten character recognition using dyadic path signature features, hanging normalization, and deep neural network. - Weixin Yang; Lianwen Jin; Hao Ni 001; Terry J. Lyons (ICPR, 2016)

Leveraging the Path Signature for Skeleton-based Human Action Recognition. - Weixin Yang; Terry J. Lyons; Hao Ni 001; Cordelia Schmid; Lianwen Jin; Jiawei Chang (CoRR, 2017)

A Path Signature Approach to Online Arabic Handwriting Recognition. - Daniel G. Wilson-Nunn; Terry J. Lyons; Anastasia Papavasiliou; Hao Ni 001 (ASAR, 2018)

Multiview Sequential Learning and Dilated Residual Learning for a Fully Automatic Delineation of the Left Atrium and Pulmonary Veins from Late Gadolinium-Enhanced Cardiac MRI Images. - Guang Yang 006; Jun Chen; Zhifan Gao; Heye Zhang; Hao Ni 001; Elsa D. Angelini; Raad Mohiaddin; Tom Wong; Jennifer Keegan; David N. Firmin (EMBC, 2018)

Multiview Two-Task Recursive Attention Model for Left Atrium and Atrial Scars Segmentation. - Jun Chen; Guang Yang 006; Zhifan Gao; Hao Ni 001; Elsa D. Angelini; Raad Mohiaddin; Tom Wong; Yanping Zhang 001; Xiuquan Du; Heye Zhang; Jennifer Keegan; David N. Firmin (MICCAI (2), 2018)

Learning Spatial-Semantic Context with Fully Convolutional Recurrent Network for Online Handwritten Chinese Text Recognition. - Zecheng Xie; Zenghui Sun; Lianwen Jin; Hao Ni 001; Terry J. Lyons (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

A Path Signature Approach for Speech Emotion Recognition. - Bo Wang 034; Maria Liakata; Hao Ni 001; Terry J. Lyons; Alejo J. Nevado-Holgado; Kate Saunders (INTERSPEECH, 2019)

Learning stochastic differential equations using RNN with log signature features. - Shujian Liao; Terry J. Lyons; Weixin Yang; Hao Ni 001 (CoRR, 2019)

An efficient representation of chronological events in medical texts. - Andrey Kormilitzin; Nemanja Vaci; Qiang Liu 009; Hao Ni 001; Goran Nenadic; Alejo J. Nevado-Holgado (LOUHI@EMNLP, 2020)

Signature features with the visibility transformation. - Yue Wu; Hao Ni 001; Terrence J. Lyons; Robin L. Hudson (ICPR, 2020)

Siamese Verification Framework for Autism Identification During Infancy Using Cortical Path Signature Features. - Xin Zhang 013; Xinyao Ding; Zhengwang Wu; Jing Xia; Hao Ni 001; Xiangmin Xu; Lufan Liao; Li Wang 026; Gang Li 001 (ISBI, 2020)

Infant Cognitive Scores Prediction with Multi-stream Attention-Based Temporal Path Signature Features. - Xin Zhang 013; Jiale Cheng; Hao Ni 001; Chenyang Li 007; Xiangmin Xu; Zhengwang Wu; Li Wang 026; Weili Lin; Dinggang Shen; Gang Li 001 (MICCAI (7), 2020)

Conditional Sig-Wasserstein GANs for Time Series Generation. - Hao Ni 001; Lukasz Szpruch; Magnus Wiese; Shujian Liao; Baoren Xiao (CoRR, 2020)

Simultaneous left atrium anatomy and scar segmentations via deep learning in multiview information with attention. - Guang Yang 006; Jun Chen; Zhifan Gao; Shuo Li 001; Hao Ni 001; Elsa D. Angelini; Tom Wong; Raad Mohiaddin; Eva Nyktari; Ricardo Wage; Lei Xu 037; Yanping Zhang 001; et al. (Future Gener. Comput. Syst., 2020)

Introduction to Machine Learning and Quantitative Finance - Hao Ni 001; Xin Dong; Jinsong Zheng; Guangxi Yu (WorldScientific, 2021)

Logsig-RNN: a novel network for robust and efficient skeleton-based action recognition. - Hao Ni 001; Shujian Liao; Weixin Yang; Kevin Schlegel; Terry J. Lyons (BMVC, 2021)

Sig-wasserstein GANs for time series generation. - Hao Ni 001; Lukasz Szpruch; Marc Sabate Vidales; Baoren Xiao; Magnus Wiese; Shujian Liao (ICAIF, 2021)

Learning Infant Brain Developmental Connectivity for Cognitive Score Prediction. - Yu Li; Jiale Cheng; Xin Zhang 013; Ruiyan Fang; Lufan Liao; Xinyao Ding; Hao Ni 001; Xiangmin Xu; Zhengwang Wu; Dan Hu; Weili Lin; Li Wang 026; et al. (MLMI@MICCAI, 2021)

Forex Trading Volatility Prediction using Neural Network Models. - Shujian Liao; Jian Chen; Hao Ni 001 (CoRR, 2021)

ɛ-Strong Simulation of Fractional Brownian Motion and Related Stochastic Differential Equations. - Yi Chen; Jing Dong 007; Hao Ni 001 (Math. Oper. Res., 2021)

Towards fast weak adversarial training to solve high dimensional parabolic partial differential equations using XNODE-WAN. - Paul Valsecchi Oliva; Yue Wu; Cuiyu He; Hao Ni 001 (J. Comput. Phys., 2022)

Path Signature Neural Network of Cortical Features for Prediction of Infant Cognitive Scores. - Jiale Cheng; Xin Zhang 013; Hao Ni 001; Chenyang Li 007; Xiangmin Xu; Zhengwang Wu; Li Wang 026; Weili Lin; Gang Li 001 (IEEE Trans. Medical Imaging, 2022)

EnsExam: A Dataset for Handwritten Text Erasure on Examination Papers. - Liufeng Huang; Bangdong Chen; Chongyu Liu; Dezhi Peng; Weiying Zhou; Yaqiang Wu; Hui Li; Hao Ni 001; Lianwen Jin (ICDAR (3), 2023)

SegCTC: Offline Handwritten Chinese Text Recognition via Better Fusion Between Explicit and Implicit Segmentation. - Jiarong Huang; Dezhi Peng; Hongliang Li; Hao Ni 001; Lianwen Jin (ICDAR (4), 2023)

A Neural RDE-based model for solving path-dependent PDEs. - Bowen Fang; Hao Ni 001; Yue Wu (CoRR, 2023)

Adaptive Global Gesture Paths and Signature Features for Skeleton-based Gesture Recognition. - Dongzi Shi; Xin Zhang 013; Jiale Cheng; Tong Xiong; Hao Ni 001 (ICPR (15), 2024)

GCN-DevLSTM: Path Development for Skeleton-Based Action Recognition. - Lei Jiang; Weixin Yang; Xin Zhang 013; Hao Ni 001 (CoRR, 2024)

Using joint angles based on the international biomechanical standards for human action recognition and related tasks. - Kevin Schlegel; Lei Jiang; Hao Ni 001 (CoRR, 2024)

Skeleton-Based Gesture Recognition With Learnable Paths and Signature Features. - Jiale Cheng; Dongzi Shi; Chenyang Li 007; Yu Li 043; Hao Ni 001; Lianwen Jin; Xin Zhang 013 (IEEE Trans. Multim., 2024)

NODE-ImgNet: A PDE-informed effective and robust model for image denoising. - Xinheng Xie; Yue Wu; Hao Ni 001; Cuiyu He (Pattern Recognit., 2024)

MCGAN: Enhancing GAN Training with Regression-Based Generator Loss. - Baoren Xiao; Hao Ni 001; Weixin Yang (AAAI, 2025)

Structured Agentic Workflows for Financial Time-Series Modeling with LLMs and Reflective Feedback. - Yihao Ang; Yifan Bao; Lei Jiang; Jiajie Tao; Anthony K. H. Tung; Lukasz Szpruch; Hao Ni 001 (CoRR, 2025)