Linhai Xie

31 papers A* 8A 1B 1C 1Journal 19Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
scVDM: A Diffusion Model Integrated With Conditional VAE for Generative Single-Cell Tasks.
IEEE J. Biomed. Health Informatics
Dandan Peng, Linhai Xie, Hong Yang, Yanchun Zhang
2025 J jnl
Automating Exploratory Multiomics Research via Language Models.
CoRR
Shang Qu, Ning Ding, Linhai Xie, Yifei Li, Zaoqu Liu, Kaiyan Zhang, Yibai Xiong, Yuxin Zuo, Zhangren Chen, Ermo Hua, Xingtai Lv, Youbang Sun, Yang Li, Dong Li, Fuchu He, Bowen Zhou
2025 J jnl
BioDSNN: a dual-stream neural network with hybrid biological knowledge integration for multi-gene perturbation response prediction.
Briefings Bioinform.
Yuejun Tan, Linhai Xie, Hong Yang, Qingyuan Zhang, Jinyuan Luo, Yanchun Zhang
2025 J jnl
SRPS: Survival Reinforced Transfer Learning for Multicentric Proteomic Subtyping and Biomarker Discovery.
Genom. Proteom. Bioinform.
Linhai Xie, Pei Jiang, Cheng Chang
2025 — conf
Synergnn: A Synergistic Graph Neural Network Fusing Database Knowledge and Cohort-Specific Patterns for Cross-Cohort Survival Analysis.
BIBM
Tianze Sun, Jilong Guo, Aoxiang Song, Linhai Xie
2024 J jnl
A review of machine learning-based methods for predicting drug-target interactions.
Health Inf. Sci. Syst.
Wen Shi, Hong Yang, Linhai Xie, Xiao-Xia Yin, Yanchun Zhang
2024 J jnl
Automating Exploratory Proteomics Research via Language Models.
CoRR
Ning Ding, Shang Qu, Linhai Xie, Yifei Li, Zaoqu Liu, Kaiyan Zhang, Yibai Xiong, Yuxin Zuo, Zhangren Chen, Ermo Hua, Xingtai Lv, Youbang Sun, Yang Li, Dong Li, Fuchu He, Bowen Zhou
2024 J jnl
Differentiable architecture search with multi-dimensional attention for spiking neural networks.
CoRR
Yilei Man, Linhai Xie, Shushan Qiao, Yumei Zhou, Delong Shang
2024 J jnl
Differentiable architecture search with multi-dimensional attention for spiking neural networks.
Neurocomputing
Yilei Man, Linhai Xie, Shushan Qiao, Yumei Zhou, Delong Shang
2024 J jnl
Introducing π-HelixNovo for practical large-scale de novo peptide sequencing.
Briefings Bioinform.
Tingpeng Yang, Tianze Ling, Boyan Sun, Zhendong Liang, Fan Xu, Xiansong Huang, Linhai Xie, Yonghong He, Leyuan Li, Fuchu He, Yu Wang, Cheng Chang
2024 B conf
Multiscale Residual Network with Dynamic Depthwise Convolution for Multi-label 12-Lead ECG Classification.
IJCNN
Linhai Xie, Yilei Man, Delong Shang
2023 C conf
A Review on Predicting Drug Target Interactions Based on Machine Learning.
HIS
Wen Shi, Dandan Peng, Jinyuan Luo, Guozhu Chen, Hong Yang, Linhai Xie, Xiao-Xia Yin, Yanchun Zhang
2023 A* conf
CVaDeS: A Conditional Variational Deep Survival Model for Survival Analysis.
ICDM
Jinyuan Luo, Zikai Xiao, Wen Shi, Linhai Xie, Hong Yang, Xiaoxia Yin, Yanchun Zhang
2022 J jnl
Learning Semantic Segmentation of Large-Scale Point Clouds With Random Sampling.
IEEE Trans. Pattern Anal. Mach. Intell.
Qingyong Hu, Bo Yang, Linhai Xie, Stefano Rosa, Yulan Guo, Zhihua Wang, Niki Trigoni, Andrew Markham
2021 J jnl
Learning Semantic Segmentation of Large-Scale Point Clouds with Random Sampling.
CoRR
Qingyong Hu, Bo Yang, Linhai Xie, Stefano Rosa, Yulan Guo, Zhihua Wang, Niki Trigoni, Andrew Markham
2021 J jnl
Learning With Stochastic Guidance for Robot Navigation.
IEEE Trans. Neural Networks Learn. Syst.
Linhai Xie, Yishu Miao, Sen Wang, Phil Blunsom, Zhihua Wang, Changhao Chen, Andrew Markham, Niki Trigoni
2020 A* conf
Heart Rate Sensing with a Robot Mounted mmWave Radar.
ICRA
Peijun Zhao, Chris Xiaoxuan Lu, Bing Wang, Changhao Chen, Linhai Xie, Mengyu Wang, Niki Trigoni, Andrew Markham
2020 A* conf
RandLA-Net: Efficient Semantic Segmentation of Large-Scale Point Clouds.
CVPR
Qingyong Hu, Bo Yang, Linhai Xie, Stefano Rosa, Yulan Guo, Zhihua Wang, Niki Trigoni, Andrew Markham
2020 A* conf
SnapNav: Learning Mapless Visual Navigation with Sparse Directional Guidance and Visual Reference.
ICRA
Linhai Xie, Andrew Markham, Niki Trigoni
2020 J jnl
Watch and Learn: Mapping Language and Noisy Real-world Videos with Self-supervision.
CoRR
Yujie Zhong, Linhai Xie, Sen Wang, Lucia Specia, Yishu Miao
2019 A* conf
MotionTransformer: Transferring Neural Inertial Tracking between Domains.
AAAI
Changhao Chen, Yishu Miao, Chris Xiaoxuan Lu, Linhai Xie, Phil Blunsom, Andrew Markham, Niki Trigoni
2019 J jnl
RandLA-Net: Efficient Semantic Segmentation of Large-Scale Point Clouds.
CoRR
Qingyong Hu, Bo Yang, Linhai Xie, Stefano Rosa, Yulan Guo, Zhihua Wang, Niki Trigoni, Andrew Markham
2018 A* conf
DEFO-NET: Learning Body Deformation Using Generative Adversarial Networks.
ICRA
Zhihua Wang, Stefano Rosa, Linhai Xie, Bo Yang, Sen Wang, Niki Trigoni, Andrew Markham
2018 J jnl
Defo-Net: Learning Body Deformation using Generative Adversarial Networks.
CoRR
Zhihua Wang, Stefano Rosa, Linhai Xie, Bo Yang, Sen Wang, Niki Trigoni, Andrew Markham
2018 J jnl
Learning with Stochastic Guidance for Navigation.
CoRR
Linhai Xie, Yishu Miao, Sen Wang, Phil Blunsom, Zhihua Wang, Changhao Chen, Andrew Markham, Niki Trigoni
2018 A* conf
Learning with Training Wheels: Speeding up Training with a Simple Controller for Deep Reinforcement Learning.
ICRA
Linhai Xie, Sen Wang, Stefano Rosa, Andrew Markham, Niki Trigoni
2018 J jnl
Learning with Training Wheels: Speeding up Training with a Simple Controller for Deep Reinforcement Learning.
CoRR
Linhai Xie, Sen Wang, Stefano Rosa, Andrew Markham, Niki Trigoni
2018 J jnl
Neural Allocentric Intuitive Physics Prediction from Real Videos.
CoRR
Zhihua Wang, Stefano Rosa, Yishu Miao, Zihang Lai, Linhai Xie, Andrew Markham, Niki Trigoni
2018 A* conf
Simultaneous Localization and Mapping with Power Network Electromagnetic Field.
MobiCom
Chris Xiaoxuan Lu, Yang Li, Peijun Zhao, Changhao Chen, Linhai Xie, Hongkai Wen, Rui Tan, Niki Trigoni
2017 A conf
GraphTinker: Outlier rejection and inlier injection for pose graph SLAM.
IROS
Linhai Xie, Sen Wang, Andrew Markham, Niki Trigoni
2017 J jnl
Towards Monocular Vision based Obstacle Avoidance through Deep Reinforcement Learning.
CoRR
Linhai Xie, Sen Wang, Andrew Markham, Niki Trigoni