Shaojie Tang

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 249

Top Venues

CoRR

IEEE Trans. Mob. Comput.

INFOCOM

INFORMS J. Comput.

Publications

Shaojie Tang, Penpen Miao, Xingyu Gao, Yu Zhong, Dantong Zhu, Haixing Wen, Zhihui Xu, Qiuyue Wei, Hongping Yao, Xin Huang, Rui Gao, Chen Zhao, Weihua Zhou
Point cloud-based registration and image fusion between cardiac SPECT MPI and CTA. CoRR (2024)
Shaojie Tang, Shuzhang Cai, Jing Yuan, Kai Han
Assortment Planning with Sponsored Products. CoRR (2024)
Qinya Li, Zun Li, Zhenzhe Zheng, Fan Wu, Shaojie Tang, Zhao Zhang, Guihai Chen
Capitalize Your Data: Optimal Selling Mechanisms for IoT Data Exchange. IEEE Trans. Mob. Comput. 22 (4) (2023)
Shaojie Tang, Jing Yuan
Partial-Adaptive Submodular Maximization. IWOCA (2023)
Jiao Zhou, Yingli Ran, Zhao Zhang, Shaojie Tang
Improved Approximation Algorithm for Minimum-Weight (1, m)-Connected Dominating Set. CoRR (2023)
Shaojie Tang, Jing Yuan, Twumasi Mensah-Boateng
Achieving Long-term Fairness in Submodular Maximization through Randomization. CoRR (2023)
Shaojie Tang, Jing Yuan
Beyond Submodularity: A Unified Framework of Randomized Set Selection with Group Fairness Constraints. CoRR (2023)
Jing Yuan, Shaojie Tang
Group Fairness in Non-monotone Submodular Maximization. CoRR (2023)
Shaojie Tang
Data Summarization beyond Monotonicity: Non-monotone Two-Stage Submodular Maximization. CoRR (2023)
Yuben Qu, Dongyu Lu, Haipeng Dai, Haisheng Tan, Shaojie Tang, Fan Wu, Chao Dong
Resilient Service Provisioning for Edge Computing. IEEE Internet Things J. 10 (3) (2023)
Jing Yuan, Shaojie Tang
Worst-Case Adaptive Submodular Cover. AAMAS (2023)
Shao-Bo Lin, Tao Li, Shaojie Tang, Yao Wang, Ding-Xuan Zhou
Lifting the Veil: Unlocking the Power of Depth in Q-learning. CoRR (2023)
Shaojie Tang
Data Summarization Beyond Monotonicity: Non-monotone Two-Stage Submodular Maximization. COCOA (1) (2023)
Pengyu Zuo, Yao Wang, Shaojie Tang
Regularized online DR-submodular optimization. UAI (2023)
Haolin Wang, Xuefeng Liu, Jianwei Niu, Shaojie Tang
SVDFed: Enabling Communication-Efficient Federated Learning via Singular-Value-Decomposition. INFOCOM (2023)
Jing Yuan, Shaojie Tang
Approximating Decision Trees with Priority Hypotheses. COCOON (1) (2023)
Yucheng Ding, Chaoyue Niu, Fan Wu, Shaojie Tang, Chengfei Lyu, Guihai Chen
DC-CCL: Device-Cloud Collaborative Controlled Learning for Large Vision Models. CoRR (2023)
Shaojie Tang, Jing Yuan
Non-monotone Sequential Submodular Maximization. CoRR (2023)
Qianxin Yi, Yiyang Yang, Shaojie Tang, Yao Wang
Efficient Generalized Low-Rank Tensor Contextual Bandits. CoRR (2023)
Shaojie Tang, Jing Yuan
Beyond submodularity: a unified framework of randomized set selection with group fairness constraints. J. Comb. Optim. 45 (4) (2023)
Di Wang, Yao Wang, Shaojie Tang, Shao-Bo Lin
Kernel-Based Distributed Q-Learning: A Scalable Reinforcement Learning Approach for Dynamic Treatment Regimes. CoRR (2023)
Fubao Zhu, Longxi Li, Jinyu Zhao, Chen Zhao, Shaojie Tang, Jiaofen Nan, Yanting Li, Zhongqiang Zhao, Jianzhou Shi, Zenghong Chen, Chuang Han, Zhixin Jiang, Weihua Zhou
A new method incorporating deep learning with shape priors for left ventricular segmentation in myocardial perfusion SPECT images. Comput. Biol. Medicine 160 (2023)
Shaojie Tang, Jing Yuan
Streaming adaptive submodular maximization. Theor. Comput. Sci. 944 (2023)
Xinghao Wu, Xuefeng Liu, Jianwei Niu, Guogang Zhu, Shaojie Tang
Bold but Cautious: Unlocking the Potential of Personalized Federated Learning through Cautiously Aggressive Collaboration. CoRR (2023)
Shaojie Tang, Jing Yuan
Partial-monotone adaptive submodular maximization. J. Comb. Optim. 45 (1) (2023)
Jing Yuan, Shaojie Tang
Group fairness in non-monotone submodular maximization. J. Comb. Optim. 45 (3) (2023)
Xiaojun Zhu, Zhouqing Han, Shaojie Tang, Lijie Xu, Chao Dong
Deploying the Minimum Number of Rechargeable UAVs for a Quarantine Barrier. ACM Trans. Sens. Networks 19 (2) (2023)
Chenhao Wang, Yao Wang, Shaojie Tang
When Advertising Meets Assortment Planning: Joint Advertising and Assortment Optimization Under Multinomial Logit Model. COCOA (2) (2023)
Kaidong Wang, Yao Wang, Xiuwu Liao, Shaojie Tang, Can Yang, Deyu Meng
Provable Tensor Completion with Graph Information. CoRR (2023)
Haolin Wang, Xuefeng Liu, Jianwei Niu, Shaojie Tang, Jiaxing Shen
Unlocking the Potential of Federated Learning for Deeper Models. CoRR (2023)
Guogang Zhu, Xuefeng Liu, Shaojie Tang, Jianwei Niu, Xinghao Wu, Jiaxing Shen
Take Your Pick: Enabling Effective Personalized Federated Learning within Low-dimensional Feature Space. CoRR (2023)
Qingjuan Zhao, Jianwei Niu, Xuefeng Liu, Wenbo He, Shaojie Tang
Generation of Coherent Multi-Sentence Texts with a Coherence Mechanism. Comput. Speech Lang. 78 (2023)
Shaojie Tang, Jing Yuan
Group Fairness in Adaptive Submodular Maximization. CoRR (2022)
Shaojie Tang, Jing Yuan
Optimal Sampling Gaps for Adaptive Submodular Maximization. AAAI (2022)
Yikai Yan, Chaoyue Niu, Renjie Gu, Fan Wu, Shaojie Tang, Lifeng Hua, Chengfei Lyu, Guihai Chen
On-Device Learning for Model Personalization with Large-Scale Cloud-Coordinated Domain Adaption. KDD (2022)
Peiyan Yuan, Shuhong Li, Yunyun Cai, Xiaoyan Zhao, Shaojie Tang, Xiang-Yang Li
Maximizing the Capacity of Edge-Caching Networks With User-Content Evolution Relationship. IEEE Trans. Veh. Technol. 71 (11) (2022)
Shaojie Tang, Jing Yuan
Partial-Monotone Adaptive Submodular Maximization. CoRR (2022)
Kaili Mao, Jianwei Niu, Xuefeng Liu, Shaojie Tang, Lizi Liao, Tat-Seng Chua
A Patience-Aware Recommendation Scheme for Shared Accounts on Mobile Devices. IEEE Trans. Knowl. Data Eng. 34 (12) (2022)
Siyuan Liu, Shaojie Tang, Jiangchuan Zheng, Lionel M. Ni
Unsupervised Learning for Human Mobility Behaviors. INFORMS J. Comput. 34 (3) (2022)
Chengfei Lv, Chaoyue Niu, Renjie Gu, Xiaotang Jiang, Zhaode Wang, Bin Liu, Ziqi Wu, Qiulin Yao, Congyu Huang, Panos Huang, Tao Huang, Hui Shu, Jinde Song, Bin Zou, Peng Lan, Guohuan Xu, Fei Wu, Shaojie Tang, Fan Wu, Guihai Chen
Walle: An End-to-End, General-Purpose, and Large-Scale Production System for Device-Cloud Collaborative Machine Learning. OSDI (2022)
Yuben Qu, Haipeng Dai, Lihao Wang, Weijun Wang, Fan Wu, Haisheng Tan, Shaojie Tang, Chao Dong
CoTask: Correlation-aware task offloading in edge computing. World Wide Web 25 (5) (2022)
Chengfei Lv, Chaoyue Niu, Renjie Gu, Xiaotang Jiang, Zhaode Wang, Bin Liu, Ziqi Wu, Qiulin Yao, Congyu Huang, Panos Huang, Tao Huang, Hui Shu, Jinde Song, Bin Zou, Peng Lan, Guohuan Xu, Fei Wu, Shaojie Tang, Fan Wu, Guihai Chen
Walle: An End-to-End, General-Purpose, and Large-Scale Production System for Device-Cloud Collaborative Machine Learning. CoRR (2022)
Shaojie Tang
-system constraints. Theor. Comput. Sci. 936 (2022)
Yu Deng, Ling Wang, Chen Zhao, Shaojie Tang, Xiaoguang Cheng, Hong-Wen Deng, Weihua Zhou
A deep learning-based approach to automatic proximal femur segmentation in quantitative CT images. Medical Biol. Eng. Comput. 60 (5) (2022)
Yucheng Ding, Chaoyue Niu, Fan Wu, Shaojie Tang, Chengfei Lyu, Guihai Chen
On-Device Model Fine-Tuning with Label Correction in Recommender Systems. CoRR (2022)
Chaoyue Niu, Fan Wu, Shaojie Tang, Shuai Ma, Guihai Chen
Toward Verifiable and Privacy Preserving Machine Learning Prediction. IEEE Trans. Dependable Secur. Comput. 19 (3) (2022)
Yuben Qu, Haipeng Dai, Fan Wu, Dongyu Lu, Chao Dong, Shaojie Tang, Guihai Chen
Robust Offloading Scheduling for Mobile Edge Computing. IEEE Trans. Mob. Comput. 21 (7) (2022)
Shaojie Tang, Jing Yuan
Streaming Adaptive Submodular Maximization. AAIM (2022)
Yaoyao Zhang, Chaojie Zhu, Shaojie Tang, Ringli Ran, Ding-Zhu Du, Zhao Zhang
Evolution is Still Good: Theoretical Analysis of Evolutionary Algorithms on General Cover Problems. CoRR (2022)
Haiquan Qiu, Yao Wang, Shaojie Tang, Deyu Meng, Quanming Yao
Fast and Provable Nonconvex Tensor RPCA. ICML (2022)
Shaojie Tang
Stochastic submodular probing with state-dependent costs. Theor. Comput. Sci. 937 (2022)
Can Zhang, Xuefeng Liu, Shaojie Tang, Jianwei Niu, Tao Ren, Quanquan Hu
Addressing Class Imbalance in Federated Learning via Collaborative GAN-Based Up-Sampling. WiCON (2022)
Shaojie Tang, Siyuan Liu, Xu Han, Yu Qiao
Toward Robust Monitoring of Malicious Outbreaks. INFORMS J. Comput. 34 (2) (2022)
Jiaxing Shen, Jiannong Cao, Oren Lederman, Shaojie Tang, Alex 'Sandy' Pentland
User Profiling Based on Nonlinguistic Audio Data. ACM Trans. Inf. Syst. 40 (1) (2022)
Renjie Gu, Chaoyue Niu, Yikai Yan, Fan Wu, Shaojie Tang, Rongfeng Jia, Chengfei Lyu, Guihai Chen
On-Device Learning with Cloud-Coordinated Data Augmentation for Extreme Model Personalization in Recommender Systems. CoRR (2022)
Yikai Yan, Chaoyue Niu, Fan Wu, Qinya Li, Shaojie Tang, Chengfei Lyu, Guihai Chen
One-Time Model Adaptation to Heterogeneous Clients: An Intra-Client and Inter-Image Attention Design. CoRR (2022)
Youjing Lu, Fan Wu, Qianyi Huang, Shaojie Tang, Linghe Kong, Guihai Chen
Shared Secret Key Generation by Exploiting Inaudible Acoustic Channels. ACM Trans. Sens. Networks 18 (1) (2022)
Xuan Hua, Jungang Han, Chen Zhao, Haipeng Tang, Zhuo He, Qinghui Chen, Shaojie Tang, Jinshan Tang, Weihua Zhou
A novel method for ECG signal classification via one-dimensional convolutional neural network. Multim. Syst. 28 (4) (2022)
Jing Yuan, Shaojie Tang
Worst-Case Adaptive Submodular Cover. CoRR (2022)
Guogang Zhu, Xuefeng Liu, Shaojie Tang, Jianwei Niu
Aligning before Aggregating: Enabling Cross-domain Federated Learning via Consistent Feature Extraction. ICDCS (2022)
Chaoyue Niu, Zhenzhe Zheng, Fan Wu, Shaojie Tang, Guihai Chen
Online Pricing With Reserve Price Constraint for Personal Data Markets. IEEE Trans. Knowl. Data Eng. 34 (4) (2022)
Xiaozheng Xie, Jianwei Niu, Xuefeng Liu, Qingfeng Li, Yong Wang, Jie Han, Shaojie Tang
DG-CNN: Introducing Margin Information into Convolutional Neural Networks for Breast Cancer Diagnosis in Ultrasound Images. J. Comput. Sci. Technol. 37 (2) (2022)
Fubao Zhu, Jinyu Zhao, Chen Zhao, Shaojie Tang, Jiaofen Nan, Yanting Li, Zhongqiang Zhao, Jianzhou Shi, Zenghong Chen, Zhixin Jiang, Weihua Zhou
A new method incorporating deep learning with shape priors for left ventricular segmentation in myocardial perfusion SPECT images. CoRR (2022)
Shaojie Tang, Jing Yuan, Chenhao Wang, Yao Wang, Luoying Chen
Assortment optimization with repeated exposures and product-dependent patience cost. Oper. Res. Lett. 50 (1) (2022)
Yucheng Ding, Chaoyue Niu, Fan Wu, Shaojie Tang, Chengfei Lyu, Yanghe Feng, Guihai Chen
Federated Submodel Optimization for Hot and Cold Data Features. NeurIPS (2022)
Shaojie Tang
Constrained Stochastic Submodular Maximization with State-Dependent Costs. AAIM (2022)
Liangliang Liu, Shaojie Tang, Fang-Xiang Wu, Yu-Ping Wang, Jianxin Wang
An Ensemble Hybrid Feature Selection Method for Neuropsychiatric Disorder Classification. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (3) (2022)
Shaojie Tang, Jing Yuan
Streaming Adaptive Submodular Maximization. CoRR (2022)
Yingli Ran, Zhao Zhang, Shaojie Tang
Improved Parallel Algorithm for Minimum Cost Submodular Cover Problem. COLT (2022)
Shaojie Tang, Jing Yuan
Adaptive Cascade Submodular Maximization. AAMAS (2021)
Honghao Gao, Shaojie Tang, Xinheng Wang, Yuyu Yin
IEEE Access Special Section Editorial: Innovation and Application of Internet of Things and Emerging Technologies in Smart Sensing. IEEE Access 9 (2021)
Shaojie Tang
Beyond pointwise submodularity: Non-monotone adaptive submodular maximization in linear time. Theor. Comput. Sci. 850 (2021)
Fan Wu, Shuo Yang, Zhenzhe Zheng, Shaojie Tang, Guihai Chen
Fine-Grained User Profiling for Personalized Task Matching in Mobile Crowdsensing. IEEE Trans. Mob. Comput. 20 (10) (2021)
Yingli Ran, Zhao Zhang, Shaojie Tang, Ding-Zhu Du
Barrier: Enhanced Approximation Algorithms for Partial Set Multicover Problem. INFORMS J. Comput. 33 (2) (2021)
Yucheng Ding, Chaoyue Niu, Fan Wu, Shaojie Tang, Chengfei Lv, Yanghe Feng, Guihai Chen
Federated Submodel Averaging. CoRR (2021)
Kai Han, Shuang Cui, Tianshuai Zhu, Enpei Zhang, Benwei Wu, Zhizhuo Yin, Tong Xu, Shaojie Tang, He Huang
Approximation Algorithms for Submodular Data Summarization with a Knapsack Constraint. SIGMETRICS (Abstracts) (2021)
Xiaozheng Xie, Jianwei Niu, Xuefeng Liu, Qingfeng Li, Yong Wang, Shaojie Tang
DK-Consistency: A Domain Knowledge Guided Consistency Regularization Method for Semi-supervised Breast Cancer Diagnosis. BIBM (2021)
Jian Xu, Yan Gao, Jun Xing, Jiulun Fan, Qiannan Gao, Shaojie Tang
Two-direction self-learning super-resolution propagation based on neighbor embedding. Signal Process. 183 (2021)
Shaojie Tang, Jing Yuan
Adaptive Regularized Submodular Maximization. ISAAC (2021)
Chaoyue Niu, Zhenzhe Zheng, Fan Wu, Shaojie Tang, Xiaofeng Gao, Guihai Chen
ERATO: Trading Noisy Aggregate Statistics over Private Correlated Data. IEEE Trans. Knowl. Data Eng. 33 (3) (2021)
Xiaojun Zhu, Shaojie Tang
Exact Algorithms for the Minimum Load Spanning Tree Problem. INFORMS J. Comput. 33 (4) (2021)
Shaojie Tang, Jing Yuan
Adaptive Regularized Submodular Maximization. CoRR (2021)
Tonggang Huang, Baolei Li, Shaojie Tang, Yuanfei Xu, Jiandong Shen, Junsuo Qu
Reduction of Windmill Artifacts in Helical X-ray CT Images Based on Dual-domain Filtering and Improved Distance Transform. ICCAIS (2021)
Shaojie Tang
Beyond Pointwise Submodularity: Non-Monotone Adaptive Submodular Maximization subject to a Knapsack Constraint. CoRR (2021)
Jianfeng Lu, Yun Xin, Zhao Zhang, Shaojie Tang, Changbing Tang, Shaohua Wan
Extortion and Cooperation in Rating Protocol Design for Competitive Crowdsourcing. IEEE Trans. Comput. Soc. Syst. 8 (1) (2021)
Hongtao Lv, Zhenzhe Zheng, Tie Luo, Fan Wu, Shaojie Tang, Lifeng Hua, Rongfei Jia, Chengfei Lv
Data-Free Evaluation of User Contributions in Federated Learning. WiOpt (2021)
Xiaojun Zhu, Shaojie Tang
A Branch-and-Bound Algorithm for Building Optimal Data Gathering Tree in Wireless Sensor Networks. INFORMS J. Comput. 33 (4) (2021)
Hongtao Lv, Zhenzhe Zheng, Tie Luo, Fan Wu, Shaojie Tang, Lifeng Hua, Rongfei Jia, Chengfei Lv
Data-Free Evaluation of User Contributions in Federated Learning. CoRR (2021)
Youjing Lu, Fan Wu, Qianyi Huang, Shaojie Tang, Guihai Chen
Telling Secrets in the Light: An Efficient Key Extraction Mechanism Via Ambient Light. IEEE Trans. Wirel. Commun. 20 (1) (2021)
Shaojie Tang, Jing Yuan
Optimal Sampling Gaps for Adaptive Submodular Maximization. CoRR (2021)
Jiaxing Shen, Oren Lederman, Jiannong Cao, Shaojie Tang, Alex 'Sandy' Pentland
User Profiling based on Nonlinguistic Audio Data. ICDE (2021)
Shaojie Tang
Robust Adaptive Submodular Maximization. CoRR (2021)
Xinyi Zhang, Zhe Li, Haibin Shi, Yu Deng, Guanbin Zhou, Shaojie Tang
A Deep Learning-Based Method for Knee Articular Cartilage Segmentation in MRI Images. ICCAIS (2021)
Shaojie Tang, Jing Yuan
Submodular Optimization Beyond Nonnegativity: Adaptive Seed Selection in Incentivized Social Advertising. CoRR (2021)
Xiaofeng Gao, Zuowu Zheng, Quanquan Chu, Shaojie Tang, Guihai Chen, Qianni Deng
Popularity Prediction for Single Tweet Based on Heterogeneous Bass Model. IEEE Trans. Knowl. Data Eng. 33 (5) (2021)
Kai Han, Shuang Cui, Tianshuai Zhu, Enpei Zhang, Benwei Wu, Zhizhuo Yin, Tong Xu, Shaojie Tang, He Huang
Approximation Algorithms for Submodular Data Summarization with a Knapsack Constraint. Proc. ACM Meas. Anal. Comput. Syst. 5 (1) (2021)
Shaojie Tang
Constrained Stochastic Submodular Maximization with State-Dependent Costs. CoRR (2021)
Yihao Xue, Chaoyue Niu, Zhenzhe Zheng, Shaojie Tang, Chengfei Lyu, Fan Wu, Guihai Chen
Toward Understanding the Influence of Individual Clients in Federated Learning. AAAI (2021)
Yu Deng, Ling Wang, Chen Zhao, Shaojie Tang, Xiaoguang Cheng, Hong-Wen Deng, Weihua Zhou
A Deep Learning-Based Approach to Extracting Periosteal and Endosteal Contours of Proximal Femur in Quantitative CT Images. CoRR (2021)
Xiaozheng Xie, Jianwei Niu, Xuefeng Liu, Zhengsu Chen, Shaojie Tang, Shui Yu
A survey on incorporating domain knowledge into deep learning for medical image analysis. Medical Image Anal. 69 (2021)

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Publication Activity (10 Years)

Top Topics

Top Venues

Shaojie Tang