Yuchen Xie

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 35

Top Topics

Interval Estimation

Unconstrained Optimization

Diabetic Retinopathy

Top Venues

Publications

Qingyuan Li, Ran Meng, Yiduo Li, Bo Zhang, Yifan Lu, Yerui Sun, Lin Ma, Yuchen Xie
Integer Scale: A Free Lunch for Faster Fine-grained Quantization of LLMs. CoRR (2024)
Bo Liu, Lejian He, Yuchen Xie, Yuejia Xiang, Li Zhu, Weiping Ding
MinJoT: Multimodal infusion Joint Training for noise learning in text and multimodal classification problems. Inf. Fusion 102 (2024)
Qingyuan Li, Yifan Zhang, Liang Li, Peng Yao, Bo Zhang, Xiangxiang Chu, Yerui Sun, Li Du, Yuchen Xie
FPTQ: Fine-grained Post-Training Quantization for Large Language Models. CoRR (2023)
Boris Chen, Amir Ziai, Rebecca S. Tucker, Yuchen Xie
Match Cutting: Finding Cuts with Smooth Visual Transitions. WACV (2023)
Yuchen Xie, Yi-Jun Yang, Wei Zeng
Coordinate Descent for k-Means with Differential Privacy. APWeb/WAIM (3) (2023)
Shigeng Sun, Yuchen Xie
Stochastic Ratios Tracking Algorithm for Large Scale Machine Learning Problems. CoRR (2023)
Fucai Gong, Yuchen Xie, Le Jiang, Keming Chen, Yunxin Liu, Xiaozhou Ye, Ye Ouyang
A Proposal-Improved Few-Shot Embedding Model with Contrastive Learning. MMM (2) (2023)
Yuchen Xie, Shehab Mohamed Beram, Baljinder Kaur, Rahul Neware, Manik Rakhra, Deepika Koundal
Research on Visualization of Large-scale User Association Feature Data Based on Nonlinear Dimension Reduction Method. J. Mobile Multimedia 19 (2) (2023)
Hang Xu, Wenxuan Zhang, Jiawei Fei, Yuzhe Wu, Tingwen Xie, Jun Huang, Yuchen Xie, Mohamed Elhoseiny, Panos Kalnis
SLAMB: Accelerated Large Batch Training with Sparse Communication. ICML (2023)
Qingyuan Li, Ran Meng, Yiduo Li, Bo Zhang, Liang Li, Yifan Lu, Xiangxiang Chu, Yerui Sun, Yuchen Xie
A Speed Odyssey for Deployable Quantization of LLMs. CoRR (2023)
Jinyuan Liu, Feiqiang Chen, Yuchen Xie, Beibei Ge, Zukun Lu, Guangfu Sun
Difference Measurements. IEEE Trans. Instrum. Meas. 72 (2023)
Yuchen Xie, Fuzhong Weng
Intercomparison of Resampling Algorithms for Advanced Technology Microwave Sounder (ATMS). Remote. Sens. 14 (12) (2022)
Hao-Jun Michael Shi, Yuchen Xie, Richard H. Byrd, Jorge Nocedal
A Noise-Tolerant Quasi-Newton Algorithm for Unconstrained Optimization. SIAM J. Optim. 32 (1) (2022)
Boris Chen, Amir Ziai, Rebecca Tucker, Yuchen Xie
Match Cutting: Finding Cuts with Smooth Visual Transitions. CoRR (2022)
Yuchen Xie, Xiangzhuang Meng, Jeremy Cenci, Jiazhen Zhang
Spatial Pattern and Formation Mechanism of Rural Tourism Resources in China: Evidence from 1470 National Leisure Villages. ISPRS Int. J. Geo Inf. 11 (8) (2022)
Hao-Jun Michael Shi, Yuchen Xie, Melody Qiming Xuan, Jorge Nocedal
Adaptive Finite-Difference Interval Estimation for Noisy Derivative-Free Optimization. SIAM J. Sci. Comput. 44 (4) (2022)
Yong Song, Yuchen Xie, Hongwei Zhang, Yuxin Liang, Xiaozhou Ye, Aidong Yang, Ye Ouyang
Federated Learning Application on Telecommunication-Joint Healthcare Recommendation. ICCT (2021)
Yuchen Xie, Wei Wu, Haiping Yang, Ning Wu, Ying Shen
Detail Information Prior Net for Remote Sensing Image Pansharpening. Remote. Sens. 13 (14) (2021)
Zukun Lu, Feiqiang Chen, Honglei Lin, Yifan Sun, Yuchen Xie
A Novel Method of Distortionless Correlation Function after STAP for BOC. ICSCA (2020)
Jianqing Fan, Zhaoran Wang, Yuchen Xie, Zhuoran Yang
A Theoretical Analysis of Deep Q-Learning. L4DC (2020)
Yuchen Xie, Zukun Lu, Feixue Wang, Jingyuan Li, Ke Zhang
Quantization Effect on BeiDou Signal in Jamming Environment. ICGDA (2020)
Zukun Lu, Feiqiang Chen, Yuchen Xie, Zhe Liu
Impact on Anti-jamming Performance of GNSS Signal Bandwidth under Channel Mismatch Used Antenna Arrays. ICCCS (2020)
Yuchen Xie, Richard H. Byrd, Jorge Nocedal
Analysis of the BFGS Method with Errors. SIAM J. Optim. 30 (1) (2020)
Zukun Lu, Yuchen Xie, Honglei Lin, Feiqiang Chen
A Real Data Based Carrier-to-Noise Density Ratio Evaluation of GNSS Signal in Interference Environment. ICGDA (2020)
Michelle Yuen Ting Yip, Gilbert Lim, Zhan Wei Lim, Quang Duc Nguyen, Crystal C. Y. Chong, Marco Yu, Valentina Bellemo, Yuchen Xie, Xin Qi Lee, Haslina Hamzah, Jinyi Ho, Tien-En Tan, Charumathi Sabanayagam, Andrzej Grzybowski, Gavin Siew Wei Tan, Wynne Hsu, Mong-Li Lee, Tien Yin Wong, Daniel S. W. Ting
Technical and imaging factors influencing performance of deep learning systems for diabetic retinopathy. npj Digit. Medicine 3 (2020)
Zukun Lu, Yuchen Xie, Honglei Lin, Jingyuan Li, Feiqiang Chen
Space-Time Adaptive Processor with Zero Delay for GNSS Antenna Arrays. ICGDA (2020)
Fei Li, Wei Ji, Sijia Tan, Yuchen Xie, Xiangling Guo, Huaping Liu, Yudong Yao
Quantum Bacterial Foraging Optimization: From Theory to MIMO System Designs. IEEE Open J. Commun. Soc. 1 (2020)
Yuchen Xie, Wei Ji, Ting Li, Yan Liang, Fei Li
Location Aided and Machine Learning-Based Beam Allocation for 3D Massive MIMO Systems. IWCMC (2019)
Javed Ali Khan, Yuchen Xie, Lin Liu, Lijie Wen
Analysis of Requirements-Related Arguments in User Forums. RE (2019)
Zhuoran Yang, Yuchen Xie, Zhaoran Wang
A Theoretical Analysis of Deep Q-Learning. CoRR (2019)
Jie Yang, Yuchen Xie, Lin Liu, Bin Xia, Zhanqiang Cao, Chuanbin Guo
Automated Dental Image Analysis by Deep Learning on Small Dataset. COMPSAC (1) (2018)
Yi Chen, Zhuoran Yang, Yuchen Xie, Zhaoran Wang
Contrastive Learning from Pairwise Measurements. NeurIPS (2018)
Michelle Yuen Ting Yip, Zhan Wei Lim, Gilbert Lim, Nguyen Duc Quang, Haslina Hamzah, Jinyi Ho, Valentina Bellemo, Yuchen Xie, Xin Qi Lee, Mong-Li Lee, Wynne Hsu, Tien Yin Wong, Daniel Shu Wei Ting
Enhanced Detection of Referable Diabetic Retinopathy via DCNNs and Transfer Learning. ACCV Workshops (2018)
Valentina Bellemo, Michelle Yuen Ting Yip, Yuchen Xie, Xin Qi Lee, Quang Duc Nguyen, Haslina Hamzah, Jinyi Ho, Gilbert Lim, Dejiang Xu, Mong-Li Lee, Wynne Hsu, Renata Garcia-Franco, Geeta Menon, Ecosse Lamoureux, Ching Yu Cheng, Tien Yin Wong, Daniel Shu Wei Ting
Artificial Intelligence Using Deep Learning in Classifying Side of the Eyes and Width of Field for Retinal Fundus Photographs. ACCV Workshops (2018)
Zifan Peng, Yuchen Xie, Donglin Wang, Ziqian Dong
One-to-all regularized logistic regression-based classification for WiFi indoor localization. Sarnoff Symposium (2016)
Yuchen Xie, Jeffrey Ho, Baba C. Vemuri
Multiple Atlas Construction From A Heterogeneous Brain MR Image Collection. IEEE Trans. Medical Imaging 32 (3) (2013)
Jeffrey Ho, Yuchen Xie, Baba C. Vemuri
On A Nonlinear Generalization of Sparse Coding and Dictionary Learning. ICML (3) (2013)
Jiaqi Sun, Yuchen Xie, Wenxing Ye, Jeffrey Ho, Alireza Entezari, Stephen J. Blackband, Baba C. Vemuri
Dictionary Learning on the Manifold of Square Root Densities and Application to Reconstruction of Diffusion Propagator Fields. IPMI (2013)
Yuchen Xie, Jeffrey Ho, Baba C. Vemuri
Nonnegative Factorization of Diffusion Tensor Images and Its Applications. IPMI (2011)
Yuchen Xie, Xiaodong Tao
White matter lesion segmentation using machine learning and weakly labeled MR images. Medical Imaging: Image Processing (2011)
Yuchen Xie, Jeffrey Ho, Baba C. Vemuri
Image atlas construction via intrinsic averaging on the manifold of images. CVPR (2010)
Yuchen Xie, Baba C. Vemuri, Jeffrey Ho
Statistical Analysis of Tensor Fields. MICCAI (1) (2010)