Yichen Guo

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 40

Top Topics

Ensemble Learning

Compressed Images

Finite Element Methods

Resource Allocation

Top Venues

Publications

Yijing Niu, Tao Peng, Yichen Guo, Yujie Zhao, Wenbo Wang
Regression-Based Uplink Interference Modeling Using Area-Limited Information. WCNC (2024)
Kaushik Jagini, Yifan Zhang, Yichen Guo, Julian Goddy, Dale Stansberry, Joshua Agar, Jeff Heflin
Data Discovery and Indexing for Semi-Structured Scientific Data. ICEIS (2) (2024)
Qunliang Xing, Mai Xu, Xin Deng, Yichen Guo
DAQE: Enhancing the Quality of Compressed Images by Exploiting the Inherent Characteristic of Defocus. IEEE Trans. Pattern Anal. Mach. Intell. 45 (8) (2023)
Yue Chen, Tao Peng, Yichen Guo, Chunmeng Fan, Wenbo Wang
Large-scale Fading Coefficients Mining-Based Interference Identification and SINR Prediction for Cell-Free Massive MIMO. VTC Fall (2023)
Mengli Yu, Shan Lu, Yichen Guo, Chee-Wee Tan
Unraveling Effects of Health Short Videos' Instructor Movement Features on Viewer Engagement: An Interval-valued Data Analysis. PACIS (2023)
Yichen Guo, Eric de Sturler, Tim Warburton
Stopping Criteria for the Conjugate Gradient Algorithm in High-Order Finite Element Methods. CoRR (2023)
Junpeng Jing, Jiankun Li, Pengfei Xiong, Jiangyu Liu, Shuaicheng Liu, Yichen Guo, Xin Deng, Mai Xu, Lai Jiang, Leonid Sigal
Uncertainty Guided Adaptive Warping for Robust and Efficient Stereo Matching. ICCV (2023)
Yichen Guo, Mai Xu, Lai Jiang, Leonid Sigal, Yunjin Chen
DINN360: Deformable Invertible Neural Network for Latitude-aware 360° Image Rescaling. CVPR (2023)
Ke Yan, Hongwu Lv, Yichen Guo, Wei Peng, Bin Liu
sAMPpred-GAT: prediction of antimicrobial peptide by graph attention network and predicted peptide structure. Bioinform. 39 (1) (2023)
Li Yang, Mai Xu, Shengxi Li, Yichen Guo, Zulin Wang
Blind VQA on 360° Video via Progressively Learning From Pixels, Frames, and Video. IEEE Trans. Image Process. 32 (2023)
Yaolong Ju, Chunyang Xu, Yichen Guo, Jinhu Li, Simon Lui
Improving Automatic Singing Skill Evaluation with Timbral Features, Attention, and Singing Voice Separation. ICME (2023)
Ke Yan, Hongwu Lv, Jie Wen, Yichen Guo, Yong Xu, Bin Liu
PreTP-Stack: Prediction of Therapeutic Peptides Based on the Stacked Ensemble Learing. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (2) (2023)
Yue Feng, Yichen Guo, Yongjun Yuan
Uniform error bound of an exponential wave integrator for the long-time dynamics of the nonlinear Schrödinger equation with wave operator. CoRR (2023)
Xiao Zhang, Tao Peng, Yichen Guo, Wenbo Wang
Interference-Aware Based Resource Configuration Optimization for URLLC Grant-Free Transmission. WCNC (2023)
Yichen Guo, Marie Denis, Rency S. Varghese, Sidharth S. Jain, Mahlet G. Tadesse, Habtom W. Ressom
Bayesian Approach Integrating Prior Knowledge for Identifying miRNA-mRNA Interactions in Hepatocellular Carcinoma. BIBM (2023)
Ke Yan, Yichen Guo, Bin Liu
PreTP-2L: identification of therapeutic peptides and their types using two-layer ensemble learning framework. Bioinform. 39 (4) (2023)
Junpeng Jing, Jiankun Li, Pengfei Xiong, Jiangyu Liu, Shuaicheng Liu, Yichen Guo, Xin Deng, Mai Xu, Lai Jiang, Leonid Sigal
Uncertainty Guided Adaptive Warping for Robust and Efficient Stereo Matching. CoRR (2023)
Chunmeng Fan, Yichen Guo, Tao Peng
A Simplified Link-granularity Framework of Interference Identification and Performance Prediction for UDN Uplink. ICCC (2022)
Qunliang Xing, Mai Xu, Xin Deng, Yichen Guo
DAQE: Enhancing the Quality of Compressed Images by Finding the Secret of Defocus. CoRR (2022)
Li Yang, Mai Xu, Yichen Guo, Xin Deng, Fangyuan Gao, Zhenyu Guan
Hierarchical Bayesian LSTM for Head Trajectory Prediction on Omnidirectional Images. IEEE Trans. Pattern Anal. Mach. Intell. 44 (11) (2022)
Ke Yan, Hongwu Lv, Yichen Guo, Yongyong Chen, Hao Wu, Bin Liu
TPpred-ATMV: therapeutic peptide prediction by adaptive multi-view tensor learning model. Bioinform. 38 (10) (2022)
Hongwu Lv, Ke Yan, Yichen Guo, Quan Zou, Abd El-Latif Hesham, Bin Liu
AMPpred-EL: An effective antimicrobial peptide prediction model based on ensemble learning. Comput. Biol. Medicine 146 (2022)
Lai Jiang, Yifei Li, Shengxi Li, Mai Xu, Se Lei, Yichen Guo, Bo Huang
Does text attract attention on e-commerce images: A novel saliency prediction dataset and method. CVPR (2022)
Tao Peng, Yichen Guo, Yachen Wang, Gonglong Chen, Feng Yang, Wei Chen
An Interference-Oriented 5G Radio Resource Allocation Framework for Ultradense Networks. IEEE Internet Things J. 9 (22) (2022)
Shuxia Guo, Jie Xue, Jian Liu, Xiangqiao Ye, Yichen Guo, Di Liu, Xuan Zhao, Feng Xiong, Xiaofeng Han, Hanchuan Peng
Smart imaging to empower brain-wide neuroscience at single-cell levels. Brain Informatics 9 (1) (2022)
Chenxi Wang, Yichen Guo, Zhen Zhang
Unconditionally Energy Stable and Bound-Preserving Schemes for Phase-Field Surfactant Model with Moving Contact Lines. J. Sci. Comput. 92 (1) (2022)
Ganyuan Duan, Yichen Guo, Tao Peng, Wenbo Wang
A Neural-Network-Based Uplink Interference Identification Algorithm for Ultra-Dense Networks. VTC Spring (2022)
Yichen Guo, Ke Yan, Hongwu Lv, Bin Liu
PreTP-EL: prediction of therapeutic peptides based on ensemble learning. Briefings Bioinform. 22 (6) (2021)
Xiaofei Wang, Lai Jiang, Liu Li, Mai Xu, Xin Deng, Lisong Dai, Xiangyang Xu, Tianyi Li, Yichen Guo, Zulin Wang, Pier Luigi Dragotti
Joint Learning of 3D Lesion Segmentation and Classification for Explainable COVID-19 Diagnosis. IEEE Trans. Medical Imaging 40 (9) (2021)
Yujie Zhao, Tao Peng, Yichen Guo, Wenbo Wang
Energy-Efficient Uplink Power Allocation in Ultra-Dense Network Through Multi-agent Reinforcement Learning. VTC Fall (2021)
Xin Deng, Hao Wang, Mai Xu, Yichen Guo, Yuhang Song, Li Yang
LAU-Net: Latitude Adaptive Upscaling Network for Omnidirectional Image Super-Resolution. CVPR (2021)
Yichen Guo, Mai Xu, Li Yang, Rui Ding
A Viewport-Adaptive Rate Control Approach for Omnidirectional Video Coding. DCC (2021)
Yawen Zhong, Yichen Guo, Yufeng Wang, Qun Jin
DAST: An aggregation scheme for crowdsensed indoor data exploiting sequential long-tail features. WCNC Workshops (2021)
Li Yang, Mai Xu, Shengxi Li, Yichen Guo, Zulin Wang
Blind VQA on 360° Video via Progressively Learning from Pixels, Frames and Video. CoRR (2021)
Han Liu, Tao Peng, Yichen Guo, Yachen Wang, Gonglong Chen, Feng Yang, Wei Chen
A XGBoost Based Wireless Interference Relation Mining and Performance Prediction Method. VTC Fall (2021)
Lei Tao, Tao Hong, Yichen Guo, Hangyu Chen, Jinmeng Zhang
Drone identification based on CenterNet-TensorRT. BMSB (2020)
Yichen Guo, Chunjing Hu, Tao Peng, Haiming Wang, Xin Guo
Regression-Based Uplink Interference Identification and SINR Prediction for 5G Ultra-Dense Network. ICC (2020)
Shan Shen, Tianxiang Shao, Xiaojing Shang, Yichen Guo, Ming Ling, Jun Yang, Longxing Shi
TS Cache: A Fast Cache With Timing-Speculation Mechanism Under Low Supply Voltages. IEEE Trans. Very Large Scale Integr. Syst. 28 (1) (2020)
Shan Shen, Tianxiang Shao, Xiaojing Shang, Yichen Guo, Ming Ling, Jun Yang, Longxing Shi
TS Cache: A Fast Cache with Timing-speculation Mechanism Under Low Supply Voltages. CoRR (2019)
Jun Yang, Hao Ji, Yichen Guo, Jizhe Zhu, Yuan Zhuang, Zhi Li, Xinning Liu, Longxing Shi
A Double Sensing Scheme With Selective Bitline Voltage Regulation for Ultralow-Voltage Timing Speculative SRAM. IEEE J. Solid State Circuits 53 (8) (2018)