Yike Guo

ORCID

Publication Activity (10 Years)

Years Active: 1989-2024
Publications (10 Years): 228

Top Venues

CoRR

Knowl. Based Syst.

Future Gener. Comput. Syst.

Appl. Intell.

Publications

Xing Wu, Jie Pei, Xian-Hua Han, Yen-Wei Chen, Junfeng Yao, Yang Liu, Quan Qian, Yike Guo
FedEL: Federated ensemble learning for non-iid data. Expert Syst. Appl. 237 (Part A) (2024)
Yiwen Lu, Zhen Ye, Wei Xue, Xu Tan, Qifeng Liu, Yike Guo
CoMoSVC: Consistency Model-based Singing Voice Conversion. CoRR (2024)
Sibo Cheng, Che Liu, Yike Guo, Rossella Arcucci
Efficient deep data assimilation with sparse observations and time-varying sensors. J. Comput. Phys. 496 (2024)
Jiuming Qin, Che Liu, Sibo Cheng, Yike Guo, Rossella Arcucci
Freeze the backbones: A Parameter-Efficient Contrastive Approach to Robust Medical Vision-Language Pre-training. CoRR (2024)
Xing Wu, Bin Tang, Ming Zhao, Jianjia Wang, Yike Guo
STR Transformer: A Cross-domain Transformer for Scene Text Recognition. Appl. Intell. 53 (3) (2023)
Che Liu, Cheng Ouyang, Yinda Chen, César Quilodrán Casas, Lei Ma, Jie Fu, Yike Guo, Anand Shah, Wenjia Bai, Rossella Arcucci
T3D: Towards 3D Medical Image Understanding through Vision-Language Pre-training. CoRR (2023)
Yue Liu, Zitu Liu, Shuang Li, Zhenyao Yu, Yike Guo, Qun Liu, Guoyin Wang
Cloud-VAE: Variational autoencoder with concepts embedded. Pattern Recognit. 140 (2023)
Bo Li, Cheng Liu, Qihou Hu, Mingzhai Sun, Chengxin Zhang, Yizhi Zhu, Ting Liu, Yike Guo, Gregory R. Carmichael, Meng Gao
A Deep Learning Approach to Increase the Value of Satellite Data for PM2.5 Monitoring in China. Remote. Sens. 15 (15) (2023)
Sibo Cheng, César Quilodrán Casas, Said Ouala, Alban Farchi, Che Liu, Pierre Tandeo, Ronan Fablet, Didier Lucor, Bertrand Iooss, Julien Brajard, Dunhui Xiao, Tijana Janjic, Weiping Ding, Yike Guo, Alberto Carrassi, Marc Bocquet, Rossella Arcucci
Machine learning with data assimilation and uncertainty quantification for dynamical systems: a review. CoRR (2023)
Sibo Cheng, Che Liu, Yike Guo, Rossella Arcucci
Efficient deep data assimilation with sparse observations and time-varying sensors. CoRR (2023)
Zhen Ye, Wei Xue, Xu Tan, Qifeng Liu, Yike Guo
NAS-FM: Neural Architecture Search for Tunable and Interpretable Sound Synthesis based on Frequency Modulation. CoRR (2023)
Wenpeng Xing, Jie Chen, Yike Guo
Robust Local Light Field Synthesis via Occlusion-aware Sampling and Deep Visual Feature Fusion. Int. J. Autom. Comput. 20 (3) (2023)
Xing Wu, Jie Pei, Cheng Chen, Yimin Zhu, Jianjia Wang, Quan Qian, Jian Zhang, Qun Sun, Yike Guo
Federated Active Learning for Multicenter Collaborative Disease Diagnosis. IEEE Trans. Medical Imaging 42 (7) (2023)
Sibo Cheng, Yike Guo, Rossella Arcucci
A Generative Model for Surrogates of Spatial-Temporal Wildfire Nowcasting. IEEE Trans. Emerg. Top. Comput. Intell. 7 (5) (2023)
Hongqiu Wang, Lei Zhu, Guang Yang, Yike Guo, Shichen Zhang, Bo Xu, Yueming Jin
Video-Instrument Synergistic Network for Referring Video Instrument Segmentation in Robotic Surgery. CoRR (2023)
Ruibin Yuan, Yinghao Ma, Yizhi Li, Ge Zhang, Xingran Chen, Hanzhi Yin, Le Zhuo, Yiqi Liu, Jiawen Huang, Zeyue Tian, Binyue Deng, Ningzhi Wang, Chenghua Lin, Emmanouil Benetos, Anton Ragni, Norbert Gyenge, Roger Dannenbert, Wenhu Chen, Gus Xia, Wei Xue, Si Liu, Shi Wang, Ruibo Liu, Yike Guo, Jie Fu
MARBLE: Music Audio Representation Benchmark for Universal Evaluation. CoRR (2023)
Shengwei Gu, Xiangfeng Luo, Xinzhi Wang, Yike Guo
Accelerating Multi-Exit BERT Inference via Curriculum Learning and Knowledge Distillation. Int. J. Softw. Eng. Knowl. Eng. 33 (3) (2023)
Wei Xue, Yiwen Wang, Qifeng Liu, Yike Guo
Learn to Sing by Listening: Building Controllable Virtual Singer by Unsupervised Learning from Voice Recordings. CoRR (2023)
Chenhong Zhou, Xiaorui Zhang, Meng Gao, Shanshan Liu, Yike Guo, Jie Chen
Long-lead forecasts of wintertime air stagnation index in southern China using oceanic memory effects. CoRR (2023)
Le Zhuo, Ruibin Yuan, Jiahao Pan, Yinghao Ma, Yizhi Li, Ge Zhang, Si Liu, Roger B. Dannenberg, Jie Fu, Chenghua Lin, Emmanouil Benetos, Wenhu Chen, Wei Xue, Yike Guo
LyricWhiz: Robust Multilingual Zero-Shot Lyrics Transcription by Whispering to ChatGPT. ISMIR (2023)
Yizhi Li, Ruibin Yuan, Ge Zhang, Yinghao Ma, Xingran Chen, Hanzhi Yin, Chenghua Lin, Anton Ragni, Emmanouil Benetos, Norbert Gyenge, Roger B. Dannenberg, Ruibo Liu, Wenhu Chen, Gus Xia, Yemin Shi, Wenhao Huang, Yike Guo, Jie Fu
MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training. CoRR (2023)
Xing Wu, Chenjie Tao, Jian Zhang, Qun Sun, Jianjia Wang, Weimin Li, Yue Liu, Yike Guo
Space or time for video classification transformers. Appl. Intell. 53 (20) (2023)
Min Zeng, Wei Xue, Qifeng Liu, Yike Guo
Continual Learning with Dirichlet Generative-based Rehearsal. CoRR (2023)
Ruibin Yuan, Yinghao Ma, Yizhi Li, Ge Zhang, Xingran Chen, Hanzhi Yin, Le Zhuo, Yiqi Liu, Jiawen Huang, Zeyue Tian, Binyue Deng, Ningzhi Wang, Chenghua Lin, Emmanouil Benetos, Anton Ragni, Norbert Gyenge, Roger B. Dannenberg, Wenhu Chen, Gus Xia, Wei Xue, Si Liu, Shi Wang, Ruibo Liu, Yike Guo, Jie Fu
MARBLE: Music Audio Representation Benchmark for Universal Evaluation. NeurIPS (2023)
Weihang Zhang, Ovidiu Serban, Jiahao Sun, Yike Guo
Conflict-aware multilingual knowledge graph completion. Knowl. Based Syst. 281 (2023)
Shuo Wang, Yan Zhu, Xiaoyuan Luo, Zhiwei Yang, Yizhe Zhang, Peiyao Fu, Manning Wang, Zhijian Song, Quanlin Li, Pinghong Zhou, Yike Guo
Knowledge Extraction and Distillation from Large-Scale Image-Text Colonoscopy Records Leveraging Large Language and Vision Models. CoRR (2023)
Xingqun Qi, Jiahao Pan, Peng Li, Ruibin Yuan, Xiaowei Chi, Mengfei Li, Wenhan Luo, Wei Xue, Shanghang Zhang, Qifeng Liu, Yike Guo
Weakly-Supervised Emotion Transition Learning for Diverse 3D Co-speech Gesture Generation. CoRR (2023)
Jinyang Tai, Yike Guo
Unsupervised Zero-Shot Learning for Achieve Cross-Modal Alignment with Counterfactuals. ECAI (2023)
Yinghao Ma, Ruibin Yuan, Yizhi Li, Ge Zhang, Chenghua Lin, Xingran Chen, Anton Ragni, Hanzhi Yin, Emmanouil Benetos, Norbert Gyenge, Ruibo Liu, Gus Xia, Roger B. Dannenberg, Yike Guo, Jie Fu
On the Effectiveness of Speech Self-Supervised Learning for Music. ISMIR (2023)
Le Zhuo, Ruibin Yuan, Jiahao Pan, Yinghao Ma, Yizhi Li, Ge Zhang, Si Liu, Roger B. Dannenberg, Jie Fu, Chenghua Lin, Emmanouil Benetos, Wenhu Chen, Wei Xue, Yike Guo
LyricWhiz: Robust Multilingual Zero-shot Lyrics Transcription by Whispering to ChatGPT. CoRR (2023)
Jiaming Ji, Tianyi Qiu, Boyuan Chen, Borong Zhang, Hantao Lou, Kaile Wang, Yawen Duan, Zhonghao He, Jiayi Zhou, Zhaowei Zhang, Fanzhi Zeng, Kwan Yee Ng, Juntao Dai, Xuehai Pan, Aidan O'Gara, Yingshan Lei, Hua Xu, Brian Tse, Jie Fu, Stephen McAleer, Yaodong Yang, Yizhou Wang, Song-Chun Zhu, Yike Guo, Wen Gao
AI Alignment: A Comprehensive Survey. CoRR (2023)
Sibo Cheng, Yike Guo, Rossella Arcucci
A generative model for surrogates of spatial-temporal wildfire nowcasting. CoRR (2023)
Jiankai Sun, Chuanyang Zheng, Enze Xie, Zhengying Liu, Ruihang Chu, Jianing Qiu, Jiaqi Xu, Mingyu Ding, Hongyang Li, Mengzhe Geng, Yue Wu, Wenhai Wang, Junsong Chen, Zhangyue Yin, Xiaozhe Ren, Jie Fu, Junxian He, Wu Yuan, Qi Liu, Xihui Liu, Yu Li, Hao Dong, Yu Cheng, Ming Zhang, Pheng-Ann Heng, Jifeng Dai, Ping Luo, Jingdong Wang, Ji-Rong Wen, Xipeng Qiu, Yike Guo, Hui Xiong, Qun Liu, Zhenguo Li
A Survey of Reasoning with Foundation Models. CoRR (2023)
Sibo Cheng, César Quilodrán Casas, Said Ouala, Alban Farchi, Che Liu, Pierre Tandeo, Ronan Fablet, Didier Lucor, Bertrand Iooss, Julien Brajard, Dunhui Xiao, Tijana Janjic, Weiping Ding, Yike Guo, Alberto Carrassi, Marc Bocquet, Rossella Arcucci
Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review. IEEE CAA J. Autom. Sinica 10 (6) (2023)
Zhen Ye, Wei Xue, Xu Tan, Qifeng Liu, Yike Guo
NAS-FM: Neural Architecture Search for Tunable and Interpretable Sound Synthesis Based on Frequency Modulation. IJCAI (2023)
Xiaowei Chi, Yijiang Liu, Zhengkai Jiang, Rongyu Zhang, Ziyi Lin, Renrui Zhang, Peng Gao, Chaoyou Fu, Shanghang Zhang, Qifeng Liu, Yike Guo
ChatIllusion: Efficient-Aligning Interleaved Generation ability with Visual Instruction Model. CoRR (2023)
Weihang Zhang, Ovidiu Serban, Jiahao Sun, Yike Guo
IPPT4KRL: Iterative Post-Processing Transfer for Knowledge Representation Learning. Mach. Learn. Knowl. Extr. 5 (1) (2023)
Weihang Zhang, Ovidiu Serban, Jiahao Sun, Yike Guo
Collective Knowledge Graph Completion with Mutual Knowledge Distillation. CoRR (2023)
Zhen Ye, Wei Xue, Xu Tan, Jie Chen, Qifeng Liu, Yike Guo
CoMoSpeech: One-Step Speech and Singing Voice Synthesis via Consistency Model. CoRR (2023)
Jingqing Zhang, Kai Sun, Akshay Jagadeesh, Mahta Ghahfarokhi, Deepa Gupta, Ashok Gupta, Vibhor Gupta, Yike Guo
The Potential and Pitfalls of using a Large Language Model such as ChatGPT or GPT-4 as a Clinical Assistant. CoRR (2023)
Zekun Wang, Ge Zhang, Kexin Yang, Ning Shi, Wangchunshu Zhou, Shaochun Hao, Guangzheng Xiong, Yizhi Li, Mong Yuan Sim, Xiuying Chen, Qingqing Zhu, Zhenzhu Yang, Adam Nik, Qi Liu, Chenghua Lin, Shi Wang, Ruibo Liu, Wenhu Chen, Ke Xu, Dayiheng Liu, Yike Guo, Jie Fu
Interactive Natural Language Processing. CoRR (2023)
Yue Liu, Zitu Liu, Shuang Li, Yike Guo, Qun Liu, Guoyin Wang
Cloud-Cluster: An uncertainty clustering algorithm based on cloud model. Knowl. Based Syst. 263 (2023)
Zhen Ye, Wei Xue, Xu Tan, Jie Chen, Qifeng Liu, Yike Guo
CoMoSpeech: One-Step Speech and Singing Voice Synthesis via Consistency Model. ACM Multimedia (2023)
Yinghao Ma, Ruibin Yuan, Yizhi Li, Ge Zhang, Xingran Chen, Hanzhi Yin, Chenghua Lin, Emmanouil Benetos, Anton Ragni, Norbert Gyenge, Ruibo Liu, Gus Xia, Roger B. Dannenberg, Yike Guo, Jie Fu
On the Effectiveness of Speech Self-supervised Learning for Music. CoRR (2023)
Wenpeng Xing, Jie Chen, Zaifeng Yang, Qiang Wang, Yike Guo
Scale-Consistent Fusion: From Heterogeneous Local Sampling to Global Immersive Rendering. IEEE Trans. Image Process. 31 (2022)
Xing Wu, Jingwen Li, Quan Qian, Yue Liu, Yike Guo
Causal Reasoning Methods in Medical Domain: A Review. IEA/AIE (2022)
Heng-Yi Wu, Jingqing Zhang, Julia Ive, Tong Li, Narges Tabari, Bingyuan Chen, Vibhor Gupta, Yike Guo
Medical Scientific Table-to-Text Generation with Human-in-the-Loop under the Data Sparsity Constraint. CoRR (2022)
Ho Yin Au, Jie Chen, Junkun Jiang, Yike Guo
ChoreoGraph: Music-conditioned Automatic Dance Choreography over a Style and Tempo Consistent Dynamic Graph. CoRR (2022)
Xing Wu, Yisong Li, Jianjia Wang, Quan Qian, Yike Guo
UBAR: User Behavior-Aware Recommendation with knowledge graph. Knowl. Based Syst. 254 (2022)
Shuai Niu, Qing Yin, Yunya Song, Yike Guo, Xian Yang
Label Dependent Attention Model for Disease Risk Prediction Using Multimodal Electronic Health Records. CoRR (2022)
Fanrong Meng, Junjie Zhou, Dengkui Kong, Min Yao, KongYi Wu, Xuchun Liu, Xuefei Wang, Yike Guo
The Design and Implementation of Geospatial Information Verification Middle Platform for Natural Resources Government Affairs. ISPRS Int. J. Geo Inf. 11 (10) (2022)
Xiaoyu Zhang, Yike Guo
OmiTrans: Generative Adversarial Networks Based Omics-to-omics Translation Framework. BIBM (2022)
Jingqing Zhang, Atri Sharma, Luis Bolanos, Tong Li, Ashwani Tanwar, Vibhor Gupta, Yike Guo
A Scalable Workflow to Build Machine Learning Classifiers with Clinician-in-the-Loop to Identify Patients in Specific Diseases. CoRR (2022)
Junkun Jiang, Jie Chen, Yike Guo
A Dual-Masked Auto-Encoder for Robust Motion Capture with Spatial-Temporal Skeletal Token Completion. ACM Multimedia (2022)
Junkun Jiang, Jie Chen, Yike Guo
A Dual-Masked Auto-Encoder for Robust Motion Capture with Spatial-Temporal Skeletal Token Completion. CoRR (2022)
Qing Yin, Zhihua Wang, Yunya Song, Richard Yida Xu, Shuai Niu, Liang Bai, Yike Guo, Xian Yang
Improving Deep Embedded Clustering via Learning Cluster-level Representations. COLING (2022)
Ashwani Tanwar, Jingqing Zhang, Julia Ive, Vibhor Gupta, Yike Guo
Unsupervised Numerical Reasoning to Extract Phenotypes from Clinical Text by Leveraging External Knowledge. CoRR (2022)
Chengliang Dai, Shuo Wang, Yuanhan Mo, Elsa D. Angelini, Yike Guo, Wenjia Bai
Suggestive Annotation of Brain MR Images with Gradient-guided Sampling. CoRR (2022)
Xing Wu, Cheng Chen, Pan Li, Mingyu Zhong, Jianjia Wang, Quan Qian, Peng Ding, Junfeng Yao, Yike Guo
FTAP: Feature transferring autonomous machine learning pipeline. Inf. Sci. 593 (2022)
Xian Yang, Shuo Wang, Yuting Xing, Ling Li, Richard Yi Da Xu, Karl J. Friston, Yike Guo
Bayesian data assimilation for estimating instantaneous reproduction numbers during epidemics: Applications to COVID-19. PLoS Comput. Biol. 18 (2) (2022)
César Quilodrán Casas, Vinicius L. S. Silva, Rossella Arcucci, Claire E. Heaney, Yike Guo, Christopher C. Pain
Digital twins based on bidirectional LSTM and GAN for modelling the COVID-19 pandemic. Neurocomputing 470 (2022)
Chengliang Dai, Shuo Wang, Yuanhan Mo, Elsa D. Angelini, Yike Guo, Wenjia Bai
Suggestive annotation of brain MR images with gradient-guided sampling. Medical Image Anal. 77 (2022)
Yike Guo, Qifeng Liu, Jie Chen, Wei Xue, Henrik J. Jensen, Fernando Rosas, Jeffrey Shaw, Xing Wu, Jiji Zhang, Jianliang Xu
Pathway to Future Symbiotic Creativity. CoRR (2022)
Xing Wu, Yifan Jin, Jianjia Wang, Quan Qian, Yike Guo
MKD: Mixup-Based Knowledge Distillation for Mandarin End-to-End Speech Recognition. Algorithms 15 (5) (2022)
Shuai Niu, Yunya Song, Qing Yin, Yike Guo, Xian Yang
Label-dependent and event-guided interpretable disease risk prediction using EHRs. CoRR (2022)
Ho Yin Au, Jie Chen, Junkun Jiang, Yike Guo
ChoreoGraph: Music-conditioned Automatic Dance Choreography over a Style and Tempo Consistent Dynamic Graph. ACM Multimedia (2022)
Zhi Li, Xing Wu, Jianjia Wang, Yike Guo
Weather-degraded image semantic segmentation with multi-task knowledge distillation. Image Vis. Comput. 127 (2022)
Mihai Suteu, Yike Guo
Receding Neuron Importances for Structured Pruning. CoRR (2022)
Xing Wu, Yafei Zhang, Qing Li, Yangyang Qi, Jianjia Wang, Yike Guo
Face aging with pixel-level alignment GAN. Appl. Intell. 52 (13) (2022)
Xing Wu, Sihui Ji, Jianjia Wang, Yike Guo
Speech synthesis with face embeddings. Appl. Intell. 52 (13) (2022)
Xing Wu, Yuan Zhang, Jianjia Wang, Yike Guo
TRCA: Text Restoration for Chinese ASR with BERT. SoMeT (2022)
Yuting Xing, Hangting Ye, Xiaoyu Zhang, Wei Cao, Shun Zheng, Jiang Bian, Yike Guo
A continuous glucose monitoring measurements forecasting approach via sporadic blood glucose monitoring. BIBM (2022)
Zhe Peng, Jinbin Huang, Haixin Wang, Shihao Wang, Xiaowen Chu, Xinzhi Zhang, Li Chen, Xin Huang, Xiaoyi Fu, Yike Guo, Jianliang Xu
BU-Trace: A Permissionless Mobile System for Privacy-Preserving Intelligent Contact Tracing. DASFAA (Workshops) (2021)
César Quilodrán Casas, Rossella Arcucci, Laetitia Mottet, Yike Guo, Christopher C. Pain
Adversarial autoencoders and adversarial LSTM for improved forecasts of urban air pollution simulations. CoRR (2021)
Jingqing Zhang, Luis Bolanos, Tong Li, Ashwani Tanwar, Guilherme Freire, Xian Yang, Julia Ive, Vibhor Gupta, Yike Guo
Self-Supervised Detection of Contextual Synonyms in a Multi-Class Setting: Phenotype Annotation Use Case. CoRR (2021)
Ming Yuan, Qun Liu, Guoyin Wang, Yike Guo
HNECV: Heterogeneous Network Embedding via Cloud Model and Variational Inference. CICAI (2021)
Xiaoyu Zhang, Yike Guo
OmiTrans: generative adversarial networks based omics-to-omics translation framework. CoRR (2021)
Jingqing Zhang, Luis Bolanos, Ashwani Tanwar, Albert Sokol, Julia Ive, Vibhor Gupta, Yike Guo
Clinical Utility of the Automatic Phenotype Annotation in Unstructured Clinical Notes: ICU Use Cases. CoRR (2021)
Shuo Wang, Chen Qin, Nicoló Savioli, Chen Chen, Declan P. O'Regan, Stuart A. Cook, Yike Guo, Daniel Rueckert, Wenjia Bai
Joint Motion Correction and Super Resolution for Cardiac Segmentation via Latent Optimisation. MICCAI (3) (2021)
César Quilodrán Casas, Rossella Arcucci, Christopher C. Pain, Yike Guo
Adversarially trained LSTMs on reduced order models of urban air pollution simulations. CoRR (2021)
Axel Oehmichen, Florian Guitton, Cedric Wahl, Bertrand Foing, Damian Tziamtzis, Yike Guo
MOAI: A methodology for evaluating the impact of indoor airflow in the transmission of COVID-19. CoRR (2021)
Xiaoyu Zhang, Kai Sun, Yike Guo
OmiEmbed: reconstruct comprehensive phenotypic information from multi-omics data using multi-task deep learning. CoRR (2021)
Jingqing Zhang, Luis Bolanos, Tong Li, Ashwani Tanwar, Guilherme Freire, Xian Yang, Julia Ive, Vibhor Gupta, Yike Guo
Self-Supervised Detection of Contextual Synonyms in a Multi-Class Setting: Phenotype Annotation Use Case. EMNLP (1) (2021)
Xing Wu, Jianjia Wang, Peng Wang, Zhaoxiang Bian, Tao Huang, Yike Guo, Hamido Fujita
Trustworthiness assessment for industrial IoT as multilayer networks with von Neumann entropy. Appl. Soft Comput. 106 (2021)
Shuai Niu, Yunya Song, Qing Yin, Yike Guo, Xian Yang
Label-dependent and event-guided interpretable disease risk prediction using EHRs. BIBM (2021)
Shuai Niu, Qing Yin, Yunya Song, Yike Guo, Xian Yang
Label Dependent Attention Model for Disease Risk Prediction Using Multimodal Electronic Health Records. ICDM (2021)
Nguyen Binh Truong, Gyu Myoung Lee, Kai Sun, Florian Guitton, Yike Guo
A Blockchain-based Trust System for Decentralised Applications: When trustless needs trust. CoRR (2021)
Nguyen Binh Truong, Kai Sun, Siyao Wang, Florian Guitton, Yike Guo
Privacy preservation in federated learning: An insightful survey from the GDPR perspective. Comput. Secur. 110 (2021)
Shuo Wang, Chen Qin, Nicoló Savioli, Chen Chen, Declan P. O'Regan, Stuart A. Cook, Yike Guo, Daniel Rueckert, Wenjia Bai
Joint Motion Correction and Super Resolution for Cardiac Segmentation via Latent Optimisation. CoRR (2021)
Pin Wu, Xuting Chang, Wenyan Yuan, Junwu Sun, Wenjie Zhang, Rossella Arcucci, Yike Guo
Fast data assimilation (FDA): Data assimilation by machine learning for faster optimize model state. J. Comput. Sci. 51 (2021)
Eloise Withnell, Xiaoyu Zhang, Kai Sun, Yike Guo
XOmiVAE: an interpretable deep learning model for cancer classification using high-dimensional omics data. Briefings Bioinform. 22 (6) (2021)
César Quilodrán Casas, Vinicius L. S. Silva, Rossella Arcucci, Claire E. Heaney, Yike Guo, Christopher C. Pain
Digital twins based on bidirectional LSTM and GAN for modelling COVID-19. CoRR (2021)
Eloise Withnell, Xiaoyu Zhang, Kai Sun, Yike Guo
XOmiVAE: an interpretable deep learning model for cancer classification using high-dimensional omics data. CoRR (2021)
Pan Wang, Zhifeng Gong, Shuo Wang, Hao Dong, Jialu Fan, Ling Li, Peter R. N. Childs, Yike Guo
Product semantics translation from brain activity via adversarial learning. CoRR (2021)
Nguyen Binh Truong, Gyu Myoung Lee, Kai Sun, Florian Guitton, Yike Guo
A blockchain-based trust system for decentralised applications: When trustless needs trust. Future Gener. Comput. Syst. 124 (2021)
Raghav Mehta, Angelos Filos, Ujjwal Baid, Chiharu Sako, Richard McKinley, Michael Rebsamen, Katrin Dätwyler, Raphael Meier, Piotr Radojewski, Gowtham Krishnan Murugesan, Sahil S. Nalawade, Chandan Ganesh, Benjamin C. Wagner, Fang F. Yu, Baowei Fei, Ananth J. Madhuranthakam, Joseph A. Maldjian, Laura Alexandra Daza, Catalina Gómez, Pablo Arbeláez, Chengliang Dai, Shuo Wang, Hadrien Raynaud, Yuanhan Mo, Elsa D. Angelini, Yike Guo, Wenjia Bai, Subhashis Banerjee, Linmin Pei, Murat AK, Sarahi Rosas-González, Ilyess Zemmoura, Clovis Tauber, Minh H. Vu, Tufve Nyholm, Tommy Löfstedt, Laura Mora Ballestar, Verónica Vilaplana, Hugh McHugh, Gonzalo D. Maso Talou, Alan Wang, Jay B. Patel, Ken Chang, Katharina Hoebel, Mishka Gidwani, Nishanth Thumbavanam Arun, Sharut Gupta, Mehak Aggarwal, Praveer Singh, Elizabeth R. Gerstner, Jayashree Kalpathy-Cramer, Nicolas Boutry, Alexis Huard, Lasitha Vidyaratne, Md Monibor Rahman, Khan M. Iftekharuddin, Joseph Chazalon, Élodie Puybareau, Guillaume Tochon, Jun Ma, Mariano Cabezas, Xavier Lladó, Arnau Oliver, Liliana Valencia, Sergi Valverde, Mehdi Amian, Mohammadreza Soltaninejad, Andriy Myronenko, Ali Hatamizadeh, Xue Feng, Quan Dou, Nicholas J. Tustison, Craig Meyer, Nisarg A. Shah, Sanjay Talbar, Marc-André Weber, Abhishek Mahajan, András Jakab, Roland Wiest, Hassan M. Fathallah-Shaykh, Arash Nazeri, Mikhail Milchenko, Daniel S. Marcus, Aikaterini Kotrotsou, Rivka Colen, John B. Freymann, Justin S. Kirby, Christos Davatzikos, Bjoern H. Menze, Spyridon Bakas, Yarin Gal, Tal Arbel
QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Metrics and Benchmarking Results. CoRR (2021)
Deyi Li, Wen He, Yike Guo
Why AI still doesn't have consciousness? CAAI Trans. Intell. Technol. 6 (2) (2021)
Zhe Peng, Jinbin Huang, Haixin Wang, Shihao Wang, Xiaowen Chu, Xinzhi Zhang, Li Chen, Xin Huang, Xiaoyi Fu, Yike Guo, Jianliang Xu
BU-Trace: A Permissionless Mobile System for Privacy-Preserving Intelligent Contact Tracing. CoRR (2021)
Xing Wu, Haolei Chen, Changgu Chen, Mingyu Zhong, Shaorong Xie, Yike Guo, Hamido Fujita
The autonomous navigation and obstacle avoidance for USVs with ANOA deep reinforcement learning method. Knowl. Based Syst. 196 (2020)
Philip Nadler, Shuo Wang, Rossella Arcucci, Xian Yang, Yike Guo
An Epidemiological Modelling Approach for Covid19 via Data Assimilation. CoRR (2020)

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Yike Guo