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2020 – today
- 2025
[j26]Xiaoke Wang, Xiaochen Yang, Rui Zhu, Jing-Hao Xue:
PUAL: A classifier on trifurcate positive-unlabelled data. Neurocomputing 637: 130080 (2025)- [j25]Xiaoxu Li, Shuo Ding
, Jiyang Xie, Xiaochen Yang, Zhanyu Ma, Jing-Hao Xue:
CDN4: A cross-view Deep Nearest Neighbor Neural Network for fine-grained few-shot classification. Pattern Recognit. 163: 111466 (2025) - [j24]Xiaochen Yang, Yaozhong Hu:
Long Time Stability and Numerical Stability of Implicit Schemes for Stochastic Heat Equations. SIAM J. Numer. Anal. 63(1): 396-421 (2025) - [j23]Yanni Dong, Bei Zhu, Xiaochen Yang, Xin Ma:
Deep Metric Learning Based on Brownian Covariance Representation for Few-Shot Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 63: 1-13 (2025) - [i18]Pingping Tao, Haixia Liu, Jing Su, Xiaochen Yang, Hongchen Tan:
MAP-based Problem-Agnostic diffusion model for Inverse Problems. CoRR abs/2501.15128 (2025) - 2024
- [j22]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): 8-18 (2024) - [j21]Xiaoxu Li, Zhen Li, Jiyang Xie, Xiaochen Yang, Jing-Hao Xue, Zhanyu Ma:
Self-reconstruction network for fine-grained few-shot classification. Pattern Recognit. 153: 110485 (2024) - [j20]Hongmiao Lv, Xiaochen Yang, Yue Yu, Wenbo Liu:
Research on Rock Energy Constitutive Model Based on Functional Principle. Symmetry 16(9): 1250 (2024) - [j19]Jinhu Ren, Fuzhong Nian, Xiaochen Yang:
Two-Stage Information Spreading Evolution on the Control Role of Announcements. IEEE Trans. Comput. Soc. Syst. 11(3): 4315-4325 (2024) - [j18]Xiaochen Yang, Haiping Wang, Zhen Dong, Yuan Liu, Yuhao Li, Bisheng Yang:
A Novel Method for Registration of MLS and Stereo Reconstructed Point Clouds. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j17]Xiaochen Yang, Yiwen Guo, Mingzhi Dong, Jing-Hao Xue:
Toward Certified Robustness of Distance Metric Learning. IEEE Trans. Neural Networks Learn. Syst. 35(3): 3834-3844 (2024) - [c23]Patrizia Di Campli San Vito, Xiaochen Yang, James Ross, Gözel Shakeri, Stephen A. Brewster, Satvik Venkatesh, 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 with Music Intervention and Reminder System for People with Dementia in Their Own Home. AHs 2024: 304-306 - [c22]Zhenzhong Kuang, Xiaochen Yang, Yingjie Shen, Chao Hu, Jun Yu:
Facial Identity Anonymization via Intrinsic and Extrinsic Attention Distraction. CVPR 2024: 12406-12415 - [c21]Fang Dong, Mengyi Chen, Jixian Zhou, Yubin Shi, Yixuan Chen, Mingzhi Dong, Yujiang Wang, Dongsheng Li, Xiaochen Yang, Rui Zhu, Robert P. Dick, Qin Lv, Fan Yang, Tun Lu, Ning Gu, Li Shang:
Once Read is Enough: Domain-specific Pretraining-free Language Models with Cluster-guided Sparse Experts for Long-tail Domain Knowledge. NeurIPS 2024 - [i17]Xiaochen Yang, Yaozhong Hu:
Long time numerical stability of implicit schemes for stochastic heat equations. CoRR abs/2402.05229 (2024) - [i16]Jinhu Ren, Fuzhong Nian, Xiaochen Yang:
Two-stage Information Spreading Evolution on The Control Role of Announcements. CoRR abs/2402.16416 (2024) - [i15]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. CoRR abs/2405.07527 (2024) - [i14]Xiaoke Wang, Xiaochen Yang, Rui Zhu, Jing-Hao Xue:
PUAL: A Classifier on Trifurcate Positive-Unlabeled Data. CoRR abs/2405.20970 (2024) - [i13]Zhenzhong Kuang, Xiaochen Yang, Yingjie Shen, Chao Hu, Jun Yu:
Facial Identity Anonymization via Intrinsic and Extrinsic Attention Distraction. CoRR abs/2406.17219 (2024) - [i12]Chenyu Wang, Shuo Yan, Yixuan Chen, Yujiang Wang, Mingzhi Dong, Xiaochen Yang, Dongsheng Li, Robert P. Dick, Qin Lv, Fan Yang, Tun Lu, Ning Gu, Li Shang:
Denoising Reuse: Exploiting Inter-frame Motion Consistency for Efficient Video Latent Generation. CoRR abs/2409.12532 (2024) - [i11]Qizhang Li, Xiaochen Yang, Wangmeng Zuo, Yiwen Guo:
Deciphering the Chaos: Enhancing Jailbreak Attacks via Adversarial Prompt Translation. CoRR abs/2410.11317 (2024) - [i10]Yifan Wang, Xiaochen Yang, Fanqi Pu, Qingmin Liao, Wenming Yang:
Efficient Feature Aggregation and Scale-Aware Regression for Monocular 3D Object Detection. CoRR abs/2411.02747 (2024) - [i9]Chang Liu, Xin Ma, Xiaochen Yang, Yuxiang Zhang, Yanni Dong:
COMO: Cross-Mamba Interaction and Offset-Guided Fusion for Multimodal Object Detection. CoRR abs/2412.18076 (2024) - 2023
- [j16]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): 1098-1111 (2023) - [j15]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: 1-14 (2023) - [j14]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): 563-579 (2023) - [j13]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: 109381 (2023) - [j12]Fuzhong Nian, Xiaochen Yang, Zheming Wang:
Emotion spreading carried by emoji in social network. Soc. Netw. Anal. Min. 13(1): 147 (2023) - [c20]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: 413-415 - [c19]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 - [c18]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: 108-109 - [c17]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 - [c16]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: 226-236 - [i8]Qizhang Li, Yiwen Guo, Xiaochen Yang, Wangmeng Zuo, Hao Chen:
Improving Transferability of Adversarial Examples via Bayesian Attacks. CoRR abs/2307.11334 (2023) - 2022
- [j11]Yifei Wu, Yonglin Lei, Zhi Zhu, Xiaochen Yang, Qun Li:
Dynamic Multitarget Assignment Based on Deep Reinforcement Learning. IEEE Access 10: 75998-76007 (2022) - [j10]Xiaochen Yang, Zhanwen Yang, Chiping Zhang:
Stochastic heat equation: Numerical positivity and almost surely exponential stability. Comput. Math. Appl. 119: 312-318 (2022) - [j9]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: 815435 (2022) - [j8]Xiaochen Yang, Zhanwen Yang, Yu Xiao:
Asymptotical mean-square stability of linear θ-methods for stochastic pantograph differential equations: variable stepsize and transformation approach. Int. J. Comput. Math. 99(4): 759-770 (2022) - [c15]Chenyu Wang, Zongyu Lin, Xiaochen Yang, Jiao Sun, Mingxuan Yue, Cyrus Shahabi:
HAGEN: Homophily-Aware Graph Convolutional Recurrent Network for Crime Forecasting. AAAI 2022: 4193-4200 - [c14]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: 401-406 - 2021
- [j7]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): 1569-1579 (2021) - [i7]Xiaoxu Li, Xiaochen Yang, Zhanyu Ma, Jing-Hao Xue:
Deep Metric Learning for Few-Shot Image Classification: A Selective Review. CoRR abs/2105.08149 (2021) - [i6]Chenyu Wang, Zongyu Lin, Xiaochen Yang, Jiao Sun, Mingxuan Yue, Cyrus Shahabi:
HAGEN: Homophily-Aware Graph Convolutional Recurrent Network for Crime Forecasting. CoRR abs/2109.12846 (2021) - 2020
- [b1]Xiaochen Yang:
Essays on distance metric learning. University College London, UK, 2020 - [j6]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: 79844-79850 (2020) - [j5]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): 1522-1529 (2020) - [j4]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: 107464 (2020) - [c13]Xiaoxu Li, Jintao Yan, Jijie Wu, Yuxin Liu, Xiaochen Yang, Zhanyu Ma:
Anti-Noise Relation Network for Few-shot Learning. APSIPA 2020: 1719-1724 - [c12]Mingzhi Dong, Xiaochen Yang, Rui Zhu, Yujiang Wang, Jing-Hao Xue:
Generalization Bound of Gradient Descent for Non-Convex Metric Learning. NeurIPS 2020 - [c11]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: 52-67 - [c10]Xiaochen Yang, Mingzhi Dong, Yiwen Guo, Jing-Hao Xue:
Metric Learning for Categorical and Ambiguous Features: An Adversarial Method. ECML/PKDD (2) 2020: 223-238 - [i5]Xiaochen Yang, Yiwen Guo, Mingzhi Dong, Jing-Hao Xue:
Towards Certified Robustness of Metric Learning. CoRR abs/2006.05945 (2020) - [i4]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 abs/2006.15366 (2020) - [i3]Xiaochen Yang, Jean Honorio:
Information Theoretic Sample Complexity Lower Bound for Feed-Forward Fully-Connected Deep Networks. CoRR abs/2007.00796 (2020)
2010 – 2019
- 2019
- [j3]Xiaochen Yang, Lefei Zhang, Lianru Gao, Jing-Hao Xue:
MSDH: Matched subspace detector with heterogeneous noise. Pattern Recognit. Lett. 125: 701-707 (2019) - [c9]Xiaochen Yang, Ming Xu, Shaojing Fu, Yuchuan Luo:
PDCS: A Privacy-Preserving Distinct Counting Scheme for Mobile Sensing. DASFAA (1) 2019: 227-243 - [c8]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: 732-737 - 2018
- [c7]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. Image-Guided Procedures 2018: 105761F - [i2]Mingzhi Dong, Yujiang Wang, Xiaochen Yang, Jing-Hao Xue:
Learning Local Metrics and Influential Regions for Classification. CoRR abs/1802.03452 (2018) - [i1]Mingzhi Dong, Xiaochen Yang, Yang Wu, Jing-Hao Xue:
Metric Learning via Maximizing the Lipschitz Margin Ratio. CoRR abs/1802.03464 (2018) - 2017
- [c6]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. Image-Guided Procedures 2017: 101352G - 2016
- [j2]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 63-II(4): 331-335 (2016) - [c5]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. Image-Guided Procedures 2016: 978612 - [c4]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: 1-2 - 2014
- [j1]Xiaochen Yang, Jin Liu:
A 10 GS/s 6 b Time-Interleaved Partially Active Flash ADC. IEEE Trans. Circuits Syst. I Regul. Pap. 61-I(8): 2272-2280 (2014) - [c3]Weixiong Chen, Lailong Zou, Juan Liu, Xiaochen Yang:
The Evaluation Method for Enterprise Group Information Planning and Implementation Based on PDCA Cycle. ICGEC 2014: 335-341 - 2013
- [c2]Xiaochen Yang, Robert Payne, Jin Liu:
A 10GS/s 6b time-interleaved ADC with partially active flash sub-ADCs. CICC 2013: 1-4 - 2011
- [c1]Xiaochen Yang, Jin Liu:
An open-loop 10GHz 8-phase clock generator in 65nm CMOS. CICC 2011: 1-4
Coauthor Index
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