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2020 – today
- 2023
[j156]Qingjuan Zhao, Jianwei Niu, Xuefeng Liu, Wenbo He, Shaojie Tang:
Generation of Coherent Multi-Sentence Texts with a Coherence Mechanism. Comput. Speech Lang. 78: 101457 (2023)- [j155]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): 2255-2271 (2023) - [j154]Shaojie Tang, Jing Yuan:
Partial-monotone adaptive submodular maximization. J. Comb. Optim. 45(1): 35 (2023) - [j153]Shaojie Tang, Jing Yuan:
Streaming adaptive submodular maximization. Theor. Comput. Sci. 944: 113644 (2023) - [j152]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): 1988-2000 (2023) - [i61]Jiao Zhou, Yingli Ran, Zhao Zhang, Shaojie Tang:
Improved Approximation Algorithm for Minimum-Weight (1, m)-Connected Dominating Set. CoRR abs/2301.09247 (2023) - [i60]Jing Yuan, Shaojie Tang:
Group Fairness in Non-monotone Submodular Maximization. CoRR abs/2302.01546 (2023) - [i59]Di Wang, Yao Wang, Shaojie Tang, Shao-Bo Lin:
Kernel-Based Distributed Q-Learning: A Scalable Reinforcement Learning Approach for Dynamic Treatment Regimes. CoRR abs/2302.10434 (2023) - 2022
- [j151]Shaojie Tang, Siyuan Liu, Xu Han, Yu Qiao:
Toward Robust Monitoring of Malicious Outbreaks. INFORMS J. Comput. 34(2): 1257-1271 (2022) - [j150]Siyuan Liu, Shaojie Tang, Jiangchuan Zheng, Lionel M. Ni:
Unsupervised Learning for Human Mobility Behaviors. INFORMS J. Comput. 34(3): 1565-1586 (2022) - [j149]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): 277-294 (2022) - [j148]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): 1417-1429 (2022) - [j147]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): 1387-1399 (2022) - [j146]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): 8-15 (2022) - [j145]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): 1459-1471 (2022) - [j144]Shaojie Tang:
Beyond pointwise submodularity: Non-monotone adaptive submodular maximization subject to knapsack and k-system constraints. Theor. Comput. Sci. 936: 139-147 (2022) - [j143]Shaojie Tang:
Stochastic submodular probing with state-dependent costs. Theor. Comput. Sci. 937: 63-68 (2022) - [j142]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): 1703-1721 (2022) - [j141]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): 1928-1943 (2022) - [j140]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): 5571-5585 (2022) - [j139]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): 2581-2595 (2022) - [j138]Jiaxing Shen, Jiannong Cao, Oren Lederman, Shaojie Tang, Alex 'Sandy' Pentland:
User Profiling Based on Nonlinguistic Audio Data. ACM Trans. Inf. Syst. 40(1): 17:1-17:23 (2022) - [j137]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): 13:1-13:26 (2022) - [j136]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): 12169-12178 (2022) - [j135]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): 2185-2213 (2022) - [c173]Shaojie Tang, Jing Yuan:
Optimal Sampling Gaps for Adaptive Submodular Maximization. AAAI 2022: 8450-8457 - [c172]Shaojie Tang, Jing Yuan:
Streaming Adaptive Submodular Maximization. AAIM 2022: 109-120 - [c171]Shaojie Tang:
Constrained Stochastic Submodular Maximization with State-Dependent Costs. AAIM 2022: 121-132 - [c170]Yingli Ran, Zhao Zhang, Shaojie Tang:
Improved Parallel Algorithm for Minimum Cost Submodular Cover Problem. COLT 2022: 3490-3502 - [c169]Guogang Zhu, Xuefeng Liu, Shaojie Tang, Jianwei Niu:
Aligning before Aggregating: Enabling Cross-domain Federated Learning via Consistent Feature Extraction. ICDCS 2022: 809-819 - [c168]Haiquan Qiu, Yao Wang, Shaojie Tang, Deyu Meng, Quanming Yao:
Fast and Provable Nonconvex Tensor RPCA. ICML 2022: 18211-18249 - [c167]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: 2180-2190 - [c166]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: 249-265 - [c165]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: 213-227 - [i58]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 abs/2201.10382 (2022) - [i57]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 abs/2205.14833 (2022) - [i56]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 abs/2206.03603 (2022) - [i55]Shaojie Tang, Jing Yuan:
Group Fairness in Adaptive Submodular Maximization. CoRR abs/2207.03364 (2022) - [i54]Shaojie Tang, Jing Yuan:
Partial-Monotone Adaptive Submodular Maximization. CoRR abs/2207.12840 (2022) - [i53]Shaojie Tang, Jing Yuan:
Streaming Adaptive Submodular Maximization. CoRR abs/2208.08021 (2022) - [i52]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 abs/2210.00672 (2022) - [i51]Jing Yuan, Shaojie Tang:
Worst-Case Adaptive Submodular Cover. CoRR abs/2210.13694 (2022) - [i50]Yucheng Ding, Chaoyue Niu, Fan Wu, Shaojie Tang, Chengfei Lyu, Guihai Chen:
On-Device Model Fine-Tuning with Label Correction in Recommender Systems. CoRR abs/2211.01163 (2022) - [i49]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 abs/2211.06276 (2022) - 2021
- [j134]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: 76816-76821 (2021) - [j133]Yingli Ran, Zhao Zhang, Shaojie Tang, Ding-Zhu Du:
Breaking the rmax Barrier: Enhanced Approximation Algorithms for Partial Set Multicover Problem. INFORMS J. Comput. 33(2): 774-784 (2021) - [j132]Xiaojun Zhu, Shaojie Tang:
Exact Algorithms for the Minimum Load Spanning Tree Problem. INFORMS J. Comput. 33(4): 1431-1445 (2021) - [j131]Xiaojun Zhu, Shaojie Tang:
A Branch-and-Bound Algorithm for Building Optimal Data Gathering Tree in Wireless Sensor Networks. INFORMS J. Comput. 33(4): 1446-1460 (2021) - [j130]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: 101985 (2021) - [j129]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): 05:1-05:31 (2021) - [j128]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: 108033 (2021) - [j127]Shaojie Tang:
Beyond pointwise submodularity: Non-monotone adaptive submodular maximization in linear time. Theor. Comput. Sci. 850: 249-261 (2021) - [j126]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): 246-259 (2021) - [j125]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): 975-990 (2021) - [j124]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): 2165-2178 (2021) - [j123]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): 2961-2976 (2021) - [j122]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): 186-198 (2021) - [c164]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: 10560-10567 - [c163]Shaojie Tang:
Stochastic Submodular Probing with State-Dependent Costs. AAIM 2021: 170-178 - [c162]Shaojie Tang, Jing Yuan:
Non-monotone Adaptive Submodular Meta-Learning. ACDA 2021: 57-65 - [c161]Shaojie Tang, Jing Yuan:
Adaptive Cascade Submodular Maximization. AAMAS 2021: 1299-1307 - [c160]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: 3435-3442 - [c159]Yanan Fu, Xuefeng Liu, Shaojie Tang, Jianwei Niu, Zhangmin Huang:
CIC-FL: Enabling Class Imbalance-Aware Clustered Federated Learning over Shifted Distributions. DASFAA (1) 2021: 37-52 - [c158]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: 690-694 - [c157]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: 705-710 - [c156]Jiaxing Shen, Oren Lederman, Jiannong Cao, Shaojie Tang, Alex 'Sandy' Pentland:
User Profiling based on Nonlinguistic Audio Data. ICDE 2021: 2303-2308 - [c155]Shaojie Tang, Jing Yuan:
Adaptive Regularized Submodular Maximization. ISAAC 2021: 69:1-69:13 - [c154]Shaojie Tang:
Beyond Pointwise Submodularity: Non-monotone Adaptive Submodular Maximization Subject to Knapsack and k-System Constraints. MCO 2021: 16-27 - [c153]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: 65-66 - [c152]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: 81-88 - [i48]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 abs/2102.01990 (2021) - [i47]Shaojie Tang, Jing Yuan:
Adaptive Regularized Submodular Maximization. CoRR abs/2103.00384 (2021) - [i46]Shaojie Tang, Jing Yuan:
Optimal Sampling Gaps for Adaptive Submodular Maximization. CoRR abs/2104.01750 (2021) - [i45]Shaojie Tang:
Beyond Pointwise Submodularity: Non-Monotone Adaptive Submodular Maximization subject to a Knapsack Constraint. CoRR abs/2104.04853 (2021) - [i44]Shaojie Tang:
Robust Adaptive Submodular Maximization. CoRR abs/2107.11333 (2021) - [i43]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 abs/2108.10623 (2021) - [i42]Yucheng Ding, Chaoyue Niu, Fan Wu, Shaojie Tang, Chengfei Lv, Yanghe Feng, Guihai Chen:
Federated Submodel Averaging. CoRR abs/2109.07704 (2021) - [i41]Shaojie Tang, Jing Yuan:
Submodular Optimization Beyond Nonnegativity: Adaptive Seed Selection in Incentivized Social Advertising. CoRR abs/2109.15180 (2021) - [i40]Shaojie Tang, Jing Yuan:
Partial-Adaptive Submodular Maximization. CoRR abs/2111.00986 (2021) - [i39]Shaojie Tang:
Constrained Stochastic Submodular Maximization with State-Dependent Costs. CoRR abs/2111.06037 (2021) - 2020
- [j121]Yaqin Zhou, Shaojie Tang:
Differentially Private Distributed Learning. INFORMS J. Comput. 32(3): 779-789 (2020) - [j120]Kai Han, Yuntian He, Alex X. Liu, Shaojie Tang, He Huang:
Differentially Private and Budget-Limited Bandit Learning over Matroids. INFORMS J. Comput. 32(3): 790-804 (2020) - [j119]Leila Hosseini, Shaojie Tang, Vijay S. Mookerjee, Chelliah Sriskandarajah:
A Switch in Time Saves the Dime: A Model to Reduce Rental Cost in Cloud Computing. Inf. Syst. Res. 31(3): 753-775 (2020) - [j118]Shaojie Tang:
Price of dependence: stochastic submodular maximization with dependent items. J. Comb. Optim. 39(2): 305-314 (2020) - [j117]Shaojie Tang, Jing Yuan:
Influence maximization with partial feedback. Oper. Res. Lett. 48(1): 24-28 (2020) - [j116]Shaojie Tang, Jing Yuan:
Product sequencing and pricing under cascade browse model. Oper. Res. Lett. 48(6): 687-692 (2020) - [j115]Kai Han, Yuntian He, Keke Huang, Xiaokui Xiao, Shaojie Tang, Jingxin Xu, Liusheng Huang:
Best Bang for the Buck: Cost-Effective Seed Selection for Online Social Networks. IEEE Trans. Knowl. Data Eng. 32(12): 2297-2309 (2020) - [j114]Haipeng Dai, Qiufang Ma, Xiaobing Wu, Guihai Chen, David K. Y. Yau, Shaojie Tang, Xiang-Yang Li, Chen Tian:
CHASE: Charging and Scheduling Scheme for Stochastic Event Capture in Wireless Rechargeable Sensor Networks. IEEE Trans. Mob. Comput. 19(1): 44-59 (2020) - [j113]Yuben Qu, Shaojie Tang, Chao Dong, Peng Li, Song Guo, Haipeng Dai, Fan Wu:
Posted Pricing for Chance Constrained Robust Crowdsensing. IEEE Trans. Mob. Comput. 19(1): 188-199 (2020) - [j112]Zhenzhe Zheng, Yanqing Peng, Fan Wu, Shaojie Tang, Guihai Chen:
ARETE: On Designing Joint Online Pricing and Reward Sharing Mechanisms for Mobile Data Markets. IEEE Trans. Mob. Comput. 19(4): 769-787 (2020) - [j111]He Huang, Yu-E Sun, Chaoyi Ma, Shigang Chen, You Zhou, Wenjian Yang, Shaojie Tang, Hongli Xu, Yan Qiao:
An Efficient K-Persistent Spread Estimator for Traffic Measurement in High-Speed Networks. IEEE/ACM Trans. Netw. 28(4): 1463-1476 (2020) - [j110]Zhe Wang, Yifeng Cao, Linghe Kong, Guihai Chen, Jiadi Yu, Shaojie Tang, Yingying Chen:
Reference Waveforms Forward Concurrent Transmissions in ZigBee Communications. IEEE/ACM Trans. Netw. 28(4): 1629-1642 (2020) - [c151]Shaojie Tang, Jing Yuan:
Adaptive Robust Submodular Optimization and Beyond. AAIM 2020: 185-194 - [c150]Chaoyue Niu, Zhenzhe Zheng, Fan Wu, Shaojie Tang, Guihai Chen:
Online Pricing with Reserve Price Constraint for Personal Data Markets. ICDE 2020: 1978-1981 - [c149]Zhengsu Chen, Jianwei Niu, Xuefeng Liu, Shaojie Tang:
SelectScale: Mining More Patterns from Images via Selective and Soft Dropout. IJCAI 2020: 523-529 - [c148]Xuefeng Liu, Tianye Yang, Shaojie Tang, Peng Guo, Jianwei Niu:
From relative azimuth to absolute location: pushing the limit of PIR sensor based localization. MobiCom 2020: 1:1-1:14 - [c147]Chaoyue Niu, Fan Wu, Shaojie Tang, Lifeng Hua, Rongfei Jia, Chengfei Lv, Zhihua Wu, Guihai Chen:
Billion-scale federated learning on mobile clients: a submodel design with tunable privacy. MobiCom 2020: 31:1-31:14 - [c146]Shaojie Tang, Jing Yuan, Vijay S. Mookerjee:
Optimizing ad allocation in mobile advertising. MobiHoc 2020: 181-190 - [i38]Shaojie Tang:
Assortment Optimization with Repeated Exposures and Product-dependent Patience Cost. CoRR abs/2002.05321 (2020) - [i37]Yikai Yan, Chaoyue Niu, Yucheng Ding, Zhenzhe Zheng, Fan Wu, Guihai Chen, Shaojie Tang, Zhihua Wu:
Distributed Non-Convex Optimization with Sublinear Speedup under Intermittent Client Availability. CoRR abs/2002.07399 (2020) - [i36]Yucheng Ding, Chaoyue Niu, Yikai Yan, Zhenzhe Zheng, Fan Wu, Guihai Chen, Shaojie Tang, Rongfei Jia:
Distributed Optimization over Block-Cyclic Data. CoRR abs/2002.07454 (2020) - [i35]Xiaozheng Xie, Jianwei Niu, Xuefeng Liu, Zhengsu Chen, Shaojie Tang:
A Survey on Domain Knowledge Powered Deep Learning for Medical Image Analysis. CoRR abs/2004.12150 (2020) - [i34]Shaojie Tang, Jing Yuan:
Adaptive Cascade Submodular Maximization. CoRR abs/2007.03592 (2020) - [i33]Shaojie Tang:
Linear-Time Algorithms for Adaptive Submodular Maximization. CoRR abs/2007.04214 (2020) - [i32]Shaojie Tang:
Beyond Pointwise Submodularity: Non-Monotone Adaptive Submodular Maximization in Linear Time. CoRR abs/2008.05004 (2020) - [i31]Shaojie Tang, Jing Yuan:
Adaptive Submodular Meta-Learning. CoRR abs/2012.06070 (2020) - [i30]Yihao Xue, Chaoyue Niu, Zhenzhe Zheng, Shaojie Tang, Chengfei Lv, Fan Wu, Guihai Chen:
Toward Understanding the Influence of Individual Clients in Federated Learning. CoRR abs/2012.10936 (2020) - [i29]Zhengsu Chen, Jianwei Niu, Xuefeng Liu, Shaojie Tang:
SelectScale: Mining More Patterns from Images via Selective and Soft Dropout. CoRR abs/2012.15766 (2020)
2010 – 2019
- 2019
- [j109]Zhiwei Qiao, Dong Liang, Shaojie Tang, Howard Halpern:
Optimization-Based Image Reconstruction From Fast-Scanned, Noisy Projections in EPR Imaging. IEEE Access 7: 19590-19601 (2019) - [j108]Peiyan Yuan, Yunyun Cai, Xiaoyan Huang, Shaojie Tang, Xiaoyan Zhao:
Collaboration Improves the Capacity of Mobile Edge Computing. IEEE Internet Things J. 6(6): 10610-10619 (2019) - [j107]Xiaofeng Gao, Zhenhao Cao, Sha Li, Bin Yao, Guihai Chen, Shaojie Tang:
Taxonomy and Evaluation for Microblog Popularity Prediction. ACM Trans. Knowl. Discov. Data 13(2): 15:1-15:40 (2019) - [j106]Kai Han, Yuntian He, Xiaokui Xiao, Shaojie Tang, Fei Gui, Chaoting Xu, Jun Luo:
Organizing an Influential Social Event Under a Budget Constraint. IEEE Trans. Knowl. Data Eng. 31(12): 2379-2392 (2019) - [j105]Kai Han, Huan Liu