Quantum algorithm for finding the negative curvature direction in non-convex optimization. - Kaining Zhang; Min-Hsiu Hsieh; Liu Liu 014; Dacheng Tao (CoRR, 2019)

Appearance-based Loop Closure Detection via Bidirectional Manifold Representation Consensus. - Kaining Zhang; Zizhuo Li; Jiayi Ma 001 (ICRA, 2021)

Motion Field Consensus with Locality Preservation: A Geometric Confirmation Strategy for Loop Closure Detection. - Kaining Zhang; Xingyu Jiang; Xiaoguang Mei; Huabing Zhou; Jiayi Ma 001 (IROS, 2021)

Escaping from the Barren Plateau via Gaussian Initializations in Deep Variational Quantum Circuits. - Kaining Zhang; Liu Liu 014; Min-Hsiu Hsieh; Dacheng Tao (NeurIPS, 2022)

Gaussian initializations help deep variational quantum circuits escape from the barren plateau. - Kaining Zhang; Min-Hsiu Hsieh; Liu Liu 014; Dacheng Tao (CoRR, 2022)

A Comprehensive Review on Deep Supervision: Theories and Applications. - Renjie Li 001; Xinyi Wang 009; Guan Huang 001; Wenli Yang; Kaining Zhang; Xiaotong Gu; Son N. Tran; Saurabh Garg 001; Jane E. Alty; Quan Bai 001 (CoRR, 2022)

Loop Closure Detection With Reweighting NetVLAD and Local Motion and Structure Consensus. - Kaining Zhang; Jiayi Ma 001; Junjun Jiang (IEEE CAA J. Autom. Sinica, 2022)

Cross Fusion Net: A Fast Semantic Segmentation Network for Small-Scale Semantic Information Capturing in Aerial Scenes. - Chengli Peng; Kaining Zhang; Yong Ma 001; Jiayi Ma 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Fast and Robust Loop-Closure Detection via Convolutional Auto-Encoder and Motion Consensus. - Jiayi Ma 001; Shenyue Wang; Kaining Zhang; Zheng He; Jun Huang 008; Xiaoguang Mei (IEEE Trans. Ind. Informatics, 2022)

Appearance-Based Loop Closure Detection via Locality-Driven Accurate Motion Field Learning. - Kaining Zhang; Xingyu Jiang; Jiayi Ma 001 (IEEE Trans. Intell. Transp. Syst., 2022)

Offline Quantum Reinforcement Learning in a Conservative Manner. - Zhihao Cheng; Kaining Zhang; Li Shen 008; Dacheng Tao (AAAI, 2023)

Approximate k-Nearest Neighbor Query over Spatial Data Federation. - Kaining Zhang; Yongxin Tong; Yexuan Shi; Yuxiang Zeng; Yi Xu 013; Lei Chen 002; Zimu Zhou; Ke Xu 001; Weifeng Lv; Zhiming Zheng 001 (DASFAA (1), 2023)

Loop Closure Detection via Locality Preserving Matching With Global Consensus. - Jiayi Ma 001; Kaining Zhang; Junjun Jiang (IEEE CAA J. Autom. Sinica, 2023)

Loop Closure Detection With Bidirectional Manifold Representation Consensus. - Kaining Zhang; Zizhuo Li; Jiayi Ma 001 (IEEE Trans. Intell. Transp. Syst., 2023)

Recent Advances for Quantum Neural Networks in Generative Learning. - Jinkai Tian; Xiaoyu Sun; Yuxuan Du; Shanshan Zhao 001; Qing Liu 027; Kaining Zhang; Wei Yi; Wanrong Huang; Chaoyue Wang; Xingyao Wu; Min-Hsiu Hsieh; Tongliang Liu; et al. (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

ResMatch: Residual Attention Learning for Feature Matching. - Yuxin Deng; Kaining Zhang; Shihua Zhang; Yansheng Li 001; Jiayi Ma 001 (AAAI, 2024)

Identifying Hand-based Input Preference Based on Wearable EEG. - Kaining Zhang; Zehong Cao; Xianglin Zheng; Mark Billinghurst (AHs, 2024)

Sparse-to-dense Multimodal Image Registration via Multi-Task Learning. - Kaining Zhang; Jiayi Ma 001 (ICML, 2024)

The curse of random quantum data. - Kaining Zhang; Junyu Liu; Liu Liu 014; Liang Jiang; Min-Hsiu Hsieh; Dacheng Tao (CoRR, 2024)

Quantum Imitation Learning. - Zhihao Cheng; Kaining Zhang; Li Shen 008; Dacheng Tao (IEEE Trans. Neural Networks Learn. Syst., 2024)

The Brain Knows What You Prefer: Using EEG to Decode AR Input Preferences. - Kaining Zhang; Theophilus Teo; Eunhee Chang; Xianglin Zheng; Allison Jing; Mark Billinghurst (CHI, 2025)

Adapting Dense Matching for Homography Estimation with Grid-based Acceleration. - Kaining Zhang; Yuxin Deng; Jiayi Ma 001; Paolo Favaro (CVPR, 2025)

Quantum Machine Learning: A Hands-on Tutorial for Machine Learning Practitioners and Researchers. - Yuxuan Du; Xinbiao Wang; Naixu Guo; Zhan Yu; Yang Qian; Kaining Zhang; Min-Hsiu Hsieh; Patrick Rebentrost; Dacheng Tao (CoRR, 2025)

Deep Learning Reforms Image Matching: A Survey and Outlook. - Shihua Zhang; Zizhuo Li; Kaining Zhang; Yifan Lu; Yuxin Deng; Linfeng Tang; Xingyu Jiang; Jiayi Ma 001 (CoRR, 2025)

HeadZoom: Hands-Free Zooming and Panning for 2D Image Navigation Using Head Motion. - Kaining Zhang; Catarina Moreira; Pedro Belchior; Gun Lee 001; Mark Billinghurst; Joaquim Jorge 001 (CoRR, 2025)