Xiaochen Yang

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 42

Top Topics

Metric Learning

Mahalanobis Metric

Top Venues

Medical Imaging: Image-Guided Procedures

Publications

Xiaochen Yang, Yaozhong Hu
Long time numerical stability of implicit schemes for stochastic heat equations. CoRR (2024)
Bo Zhang, Anand Vasani, Ashutosh Sinha, Alireza Nilchi, Haitao Tong, Lakshmi P. Rao, Karapet Khanoyan, Hamid Hatamkhani, Xiaochen Yang, Xin Meng, Alexander Wong, Jun Kim, Ping Jing, Yehui Sun, Ali Nazemi, Dean Liu, Anthony Brewster, Jun Cao, Afshin Momtaz
A 112-Gb/s Serial Link Transceiver With Three-Tap FFE and 18-Tap DFE Receiver for up to 43-dB Insertion Loss Channel in 7-nm FinFET Technology. IEEE J. Solid State Circuits 59 (1) (2024)
Fuzhong Nian, Xiaochen Yang, Zheming Wang
Emotion spreading carried by emoji in social network. Soc. Netw. Anal. Min. 13 (1) (2023)
Xiaochen Yang, Zhanwen Yang, Chiping Zhang
Numerical analysis of the Linearly implicit Euler method with truncated Wiener process for the stochastic SIR model. Math. Comput. Simul. 208 (2023)
Bo Zhang, Anand Vasani, Ashutosh Sinha, Alireza Nilchi, Haitao Tong, Lakshmi P. Rao, Karapet Khanoyan, Hamid Hatamkhani, Xiaochen Yang, Xin Meng, Alexander Wong, Jun Kim, Ping Jing, Yehui Sun, Ali Nazemi, Dean Liu, Anthony Brewster, Jun Cao, Afshin Momtaz
A 112Gb/s Serial Link Transceiver With 3-tap FFE and 18-tap DFE Receiver for up to 43dB Insertion Loss Channel in 7nm FinFET Technology. ISSCC (2023)
Yixuan Chen, Yubin Shi, Mingzhi Dong, Xiaochen Yang, Dongsheng Li, Yujiang Wang, Robert P. Dick, Qin Lv, Yingying Zhao, Fan Yang, Ning Gu, Li Shang
Over-parameterized Model Optimization with Polyak-Łojasiewicz Condition. ICLR (2023)
Xiaochen Yang, Zhanwen Yang, Chiping Zhang
Numerical Analysis of Split-Step Backward Euler Method with Truncated Wiener Process for a Stochastic Susceptible-Infected-Susceptible Model. J. Comput. Biol. 30 (10) (2023)
Patrizia Di Campli San Vito, Gözel Shakeri, James Ross, Xiaochen Yang, Stephen A. Brewster
Development of a Real-Time Stress Detection System for Older Adults with Heart Rate Data. PETRA (2023)
Xiaoxu Li, Xiaochen Yang, Zhanyu Ma, Jing-Hao Xue
Deep metric learning for few-shot image classification: A Review of recent developments. Pattern Recognit. 138 (2023)
Xiaochen Yang, Mengna Li, Zhanwen Yang, Chiping Zhang
Numerical analysis of a linearly backward Euler method with truncated Wiener process for a stochastic SIS model. Numer. Algorithms 93 (2) (2023)
Patrizia Di Campli San Vito, Xiaochen Yang, Stephen A. Brewster, Alex Street, Jörg Fachner, Paul Fernie, Leonardo Muller-Rodriguez, Ming Hung Hsu, Helen Odell-Miller, Hari Shaji, Paulo Vitor Itaboraí, Nicolas Farina, Sube Banerjee, Alexis Kirke, Eduardo Reck Miranda
RadioMe: Adaptive Radio to Support People with Mild Dementia in Their Own Home. HHAI (2023)
Qizhang Li, Yiwen Guo, Xiaochen Yang, Wangmeng Zuo, Hao Chen
Improving Transferability of Adversarial Examples via Bayesian Attacks. CoRR (2023)
Yubin Shi, Yixuan Chen, Mingzhi Dong, Xiaochen Yang, Dongsheng Li, Yujiang Wang, Robert P. Dick, Qin Lv, Yingying Zhao, Fan Yang, Tun Lu, Ning Gu, Li Shang
Train Faster, Perform Better: Modular Adaptive Training in Over-Parameterized Models. NeurIPS (2023)
Liwei Pan, Yan Wu, Xiaochen Yang, Qiuxuan Wu, Qinshan She, Jian Wang, Botao Zhang, Sergey A. Chepinskiy, Anton A. Zhilenkov, Yanbin Luo, Farong Gao, Xuecheng Zhang, Yueqin Gu
Parameters optimization of U-Slip Model of Underwater Bionic Robot Based on RNA Genetic Algorithm. RCAR (2022)
Xiaochen Yang, Zhanwen Yang, Yu Xiao
-methods for stochastic pantograph differential equations: variable stepsize and transformation approach. Int. J. Comput. Math. 99 (4) (2022)
Xiaochen Yang, Zhanwen Yang, Chiping Zhang
Stochastic heat equation: Numerical positivity and almost surely exponential stability. Comput. Math. Appl. 119 (2022)
Chenyu Wang, Zongyu Lin, Xiaochen Yang, Jiao Sun, Mingxuan Yue, Cyrus Shahabi
HAGEN: Homophily-Aware Graph Convolutional Recurrent Network for Crime Forecasting. AAAI (2022)
Qiuxuan Wu, Yan Wu, Xiaochen Yang, Botao Zhang, Jian Wang, Sergey A. Chepinskiy, Anton A. Zhilenkov
Bipedal Walking of Underwater Soft Robot Based on Data-Driven Model Inspired by Octopus. Frontiers Robotics AI 9 (2022)
Yifei Wu, Yonglin Lei, Zhi Zhu, Xiaochen Yang, Qun Li
Dynamic Multitarget Assignment Based on Deep Reinforcement Learning. IEEE Access 10 (2022)
Chenyu Wang, Zongyu Lin, Xiaochen Yang, Jiao Sun, Mingxuan Yue, Cyrus Shahabi
HAGEN: Homophily-Aware Graph Convolutional Recurrent Network for Crime Forecasting. CoRR (2021)
Xiaoxu Li, Liyun Yu, Xiaochen Yang, Zhanyu Ma, Jing-Hao Xue, Jie Cao, Jun Guo
ReMarNet: Conjoint Relation and Margin Learning for Small-Sample Image Classification. IEEE Trans. Circuits Syst. Video Technol. 31 (4) (2021)
Xiaoxu Li, Xiaochen Yang, Zhanyu Ma, Jing-Hao Xue
Deep Metric Learning for Few-Shot Image Classification: A Selective Review. CoRR (2021)
Jiao Sun, Mingxuan Yue, Zongyu Lin, Xiaochen Yang, Luciano Nocera, Gabriel Kahn, Cyrus Shahabi
CrimeForecaster: Crime Prediction by Exploiting the Geographical Neighborhoods' Spatiotemporal Dependencies. ECML/PKDD (5) (2020)
Xiaochen Yang, Zhixin Zhang, Ning Feng, Chongqing Jiao, Longlong Chen
Shielding Effectiveness Analysis of the Conducting Spherical Shell With a Circular Aperture Against Low Frequency Magnetic Fields. IEEE Access 8 (2020)
Xiaochen Yang, Mingzhi Dong, Ziyu Wang, Lianru Gao, Lefei Zhang, Jing-Hao Xue
Data-augmented matched subspace detector for hyperspectral subpixel target detection. Pattern Recognit. 106 (2020)
Xiaoxu Li, Jintao Yan, Jijie Wu, Yuxin Liu, Xiaochen Yang, Zhanyu Ma
Anti-Noise Relation Network for Few-shot Learning. APSIPA (2020)
Xiaochen Yang, Yiwen Guo, Mingzhi Dong, Jing-Hao Xue
Towards Certified Robustness of Metric Learning. CoRR (2020)
Mingzhi Dong, Yujiang Wang, Xiaochen Yang, Jing-Hao Xue
Learning Local Metrics and Influential Regions for Classification. IEEE Trans. Pattern Anal. Mach. Intell. 42 (6) (2020)
Xiaoxu Li, Liyun Yu, Xiaochen Yang, Zhanyu Ma, Jing-Hao Xue, Jie Cao, Jun Guo
ReMarNet: Conjoint Relation and Margin Learning for Small-Sample Image Classification. CoRR (2020)
Mingzhi Dong, Xiaochen Yang, Rui Zhu, Yujiang Wang, Jing-Hao Xue
Generalization Bound of Gradient Descent for Non-Convex Metric Learning. NeurIPS (2020)
Xiaochen Yang, Jean Honorio
Information Theoretic Sample Complexity Lower Bound for Feed-Forward Fully-Connected Deep Networks. CoRR (2020)
Xiaochen Yang, Mingzhi Dong, Yiwen Guo, Jing-Hao Xue
Metric Learning for Categorical and Ambiguous Features: An Adversarial Method. ECML/PKDD (2) (2020)
Xiaochen Yang, Lefei Zhang, Lianru Gao, Jing-Hao Xue
MSDH: Matched subspace detector with heterogeneous noise. Pattern Recognit. Lett. 125 (2019)
Xiaochen Yang, Jia Fu, Francisco Jesús Rodríguez-Sedano, Miguel Á. Conde
Enhancing Students' Academic Performance through Teamwork and Classroom Response Systems: Case Study with Chinese Students. TEEM (2019)
Xiaochen Yang, Ming Xu, Shaojing Fu, Yuchuan Luo
PDCS: A Privacy-Preserving Distinct Counting Scheme for Mobile Sensing. DASFAA (1) (2019)
Mingzhi Dong, Xiaochen Yang, Yang Wu, Jing-Hao Xue
Metric Learning via Maximizing the Lipschitz Margin Ratio. CoRR (2018)
Xiaochen Yang, Rohan Vijayan, Ma Luo, Logan W. Clements, Reid Carleton Thompson, Benoit M. Dawant, Michael I. Miga
Trackerless surgical image-guided system design using an interactive extension of 3D Slicer. Medical Imaging: Image-Guided Procedures (2018)
Mingzhi Dong, Yujiang Wang, Xiaochen Yang, Jing-Hao Xue
Learning Local Metrics and Influential Regions for Classification. CoRR (2018)
Xiaochen Yang, Logan W. Clements, Ma Luo, Saramati Narasimhan, Reid Carleton Thompson, Benoit M. Dawant, Michael I. Miga
Integrated system for point cloud reconstruction and simulated brain shift validation using tracked surgical microscope. Medical Imaging: Image-Guided Procedures (2017)
Bharath Raghavan, Aida Varzaghani, Lakshmi P. Rao, Henry Park, Xiaochen Yang, Zhi Huang, Yu Chen, Rama Kattamuri, Chunhui Wu, Bo Zhang, Jun Cao, Afshin Momtaz, Namik Kocaman
A 125 mW 8.5-11.5 Gb/s serial link transceiver with a dual path 6-bit ADC/5-tap DFE receiver and a 4-tap FFE transmitter in 28 nm CMOS. VLSI Circuits (2016)
Xiaochen Yang, Guoping Cui, Yang Zhang, Jiajun Ren, Jin Liu
A Metastability Error Detection and Reduction Technique for Partially Active Flash ADCs. IEEE Trans. Circuits Syst. II Express Briefs (4) (2016)
Xiaochen Yang, Logan W. Clements, Rebekah H. Conley, Reid Carleton Thompson, Benoit M. Dawant, Michael I. Miga
A novel craniotomy simulation system for evaluation of stereo-pair reconstruction fidelity and tracking. Medical Imaging: Image-Guided Procedures (2016)
Xiaochen Yang, Jin Liu
A 10 GS/s 6 b Time-Interleaved Partially Active Flash ADC. IEEE Trans. Circuits Syst. I Regul. Pap. (8) (2014)
Weixiong Chen, Lailong Zou, Juan Liu, Xiaochen Yang
The Evaluation Method for Enterprise Group Information Planning and Implementation Based on PDCA Cycle. ICGEC (2014)
Xiaochen Yang, Robert Payne, Jin Liu
A 10GS/s 6b time-interleaved ADC with partially active flash sub-ADCs. CICC (2013)
Xiaochen Yang, Jin Liu
An open-loop 10GHz 8-phase clock generator in 65nm CMOS. CICC (2011)