Xiatian Zhang

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 13

Top Topics

Nonlinear Optimization

Gradient Boosting

Visual Analysis

Disease Diagnosis

Top Venues

IEEE Trans. Very Large Scale Integr. Syst.

Publications

Zhiguang Shan, Lei Shi, Bo Li, Yanqiang Zhang, Xiatian Zhang, Wei Chen
Empowering smart city situational awareness via big mobile data. Frontiers Inf. Technol. Electron. Eng. 25 (2) (2024)
Lei Shi, Yuankai Luo, Shuai Ma, Hanghang Tong, Zhetao Li, Xiatian Zhang, Zhiguang Shan
Mobility Inference on Long-Tailed Sparse Trajectory. ACM Trans. Intell. Syst. Technol. 14 (1) (2023)
Lianxi Liu, Liuzhaoyu Sun, Jiaxi Xu, Xiatian Zhang, Chengzhi Xu, Xufeng Liao
A 0.4-V Startup, Dead-Zone-Free, Monolithic Four-Mode Synchronous Buck-Boost Converter. IEEE Trans. Very Large Scale Integr. Syst. 31 (7) (2023)
Xiatian Zhang, Sisi Zheng, Hubert P. H. Shum, Haozheng Zhang, Nan Song, Mingkang Song, Hongxiao Jia
Correlation-Distance Graph Learning for Treatment Response Prediction from rs-fMRI. CoRR (2023)
Haozheng Zhang, Edmond S. L. Ho, Xiatian Zhang, Silvia Del Din, Hubert P. H. Shum
Pose-based Tremor Type and Level Analysis for Parkinson's Disease from Video. CoRR (2023)
Xiatian Zhang, Noura Al Moubayed, Hubert P. H. Shum
Towards Graph Representation Learning Based Surgical Workflow Anticipation. BHI (2022)
Haozheng Zhang, Edmond S. L. Ho, Xiatian Zhang, Hubert P. H. Shum
Pose-Based Tremor Classification for Parkinson's Disease Diagnosis from Video. MICCAI (4) (2022)
Xiatian Zhang, Noura Al Moubayed, Hubert P. H. Shum
Towards Graph Representation Learning Based Surgical Workflow Anticipation. CoRR (2022)
Haozheng Zhang, Edmond S. L. Ho, Xiatian Zhang, Hubert P. H. Shum
Pose-based Tremor Classification for Parkinson's Disease Diagnosis from Video. CoRR (2022)
Lei Shi, Congcong Huang, Meijun Liu, Jia Yan, Tao Jiang, Zhihao Tan, Yifan Hu, Wei Chen, Xiatian Zhang
UrbanMotion: Visual Analysis of Metropolitan-Scale Sparse Trajectories. IEEE Trans. Vis. Comput. Graph. 27 (10) (2021)
Xiatian Zhang, Xunshi He, Nan Wang, Rong Chen
Distributed Learning with Low Communication Cost via Gradient Boosting Untrained Neural Network. CoRR (2020)
Lei Shi, Tao Jiang, Ye Zhao, Xiatian Zhang, Yao Lu
UrbanFACET: Visually Profiling Cities from Mobile Device Recorded Movement Data of Millions of City Residents. CoRR (2017)
Xiatian Zhang, Fan Yao, Yongjun Tian
Greedy Step Averaging: A parameter-free stochastic optimization method. CoRR (2016)
Xiatian Zhang, Wei Fan, Nan Du
Random Decision Hashing for Massive Data Learning. BigMine (2015)
Sen Yang, Jie Wang, Wei Fan, Xiatian Zhang, Peter Wonka, Jieping Ye
An efficient ADMM algorithm for multidimensional anisotropic total variation regularization problems. KDD (2013)
Shiwan Zhao, Michelle X. Zhou, Xiatian Zhang, Quan Yuan, Wentao Zheng, Rongyao Fu
Who is Doing What and When: Social Map-Based Recommendation for Content-Centric Social Web Sites. ACM Trans. Intell. Syst. Technol. 3 (1) (2011)
Xiatian Zhang, Quan Yuan, Shiwan Zhao, Wei Fan, Wentao Zheng, Zhong Wang
Multi-label Classification without the Multi-label Cost. SDM (2010)
Liang Xiang, Quan Yuan, Shiwan Zhao, Li Chen, Xiatian Zhang, Qing Yang, Jimeng Sun
Temporal recommendation on graphs via long- and short-term preference fusion. KDD (2010)
Shiwan Zhao, Michelle X. Zhou, Quan Yuan, Xiatian Zhang, Wentao Zheng, Rongyao Fu
Who is talking about what: social map-based recommendation for content-centric social websites. RecSys (2010)
Shiwan Zhao, Nan Du, Andreas Nauerz, Xiatian Zhang, Quan Yuan, Rongyao Fu
Improved recommendation based on collaborative tagging behaviors. IUI (2008)
Shengchao Ding, Shiwan Zhao, Quan Yuan, Xiatian Zhang, Rongyao Fu, Lawrence D. Bergman
Boosting collaborative filtering based on statistical prediction errors. RecSys (2008)