Shanshan Wu

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 43

Top Topics

Extreme Value Theory

Top Venues

Publications

Long Cheng, Yiheng Wang, Hai Xiong, Qiangxiao Zhou, Shanshan Wu
Optimizing Urban Parking Utility: Strategic and Operational Planning of Fixed and Mobile EV Charging Services in Hybrid Parking Systems. IEEE Access 12 (2024)
Haibo Zou, Xudong Liang, Shanshan Wu, Jinfang Yin
A Dealiasing Scheme of Doppler Radar Velocity Based on Polynomial Fitting. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Yang Xu, Shanshan Wu, Biqi Wang, Ming Yang, Zebin Wu, Yazhou Yao, Zhihui Wei
Two-stage fine-grained image classification model based on multi-granularity feature fusion. Pattern Recognit. 146 (2024)
Jiayun Wang, Shanshan Wu, Qingwei Jin, Yijun Wang, Can Chen
Identifying Popular Products at an Early Stage of Sales Season for Apparel Industry. INFORMS J. Appl. Anal. 54 (3) (2024)
Shanshan Wu, Zheng Xu, Yanxiang Zhang, Yuanbo Zhang, Daniel Ramage
Prompt Public Large Language Models to Synthesize Data for Private On-device Applications. CoRR (2024)
Liam Collins, Shanshan Wu, Sewoong Oh, Khe Chai Sim
Profit: Benchmarking Personalization and Robustness Trade-off in Federated Prompt Tuning. CoRR (2023)
Lin Zhang, Qianqian Lu, Shanshan Wu
Research on the construction process of human resources supply chain of small and micro enterprises based on Internet of Things technology. Internet Things 22 (2023)
Kun Yu, Shanshan Wu, Zebin Wu, Jin Sun, Yi Zhang, Yang Xu, Zhihui Wei
A Parallel Algorithm for Hyperspectral Target Detection Based on Weighted Alternating Direction Method of Multiplier. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Jun Hu, Shanshan Wu, Zebin Wu, Yi Zhang, Javier Plaza, Antonio Plaza
Hyperspectral and Multispectral Image Fusion Target Detection based on Cloud-Edge Collaboration. IGARSS (2023)
Zicheng Zhang, Xinyue Lin, Shanshan Wu
A hybrid algorithm for clinical decision support in precision medicine based on machine learning. BMC Bioinform. 24 (1) (2023)
Shanshan Wu
Green building development for a sustainable environment with artificial intelligence technology. Int. J. Comput. Appl. Technol. 73 (3) (2023)
Zicheng Zhang, Anguo Li, Yang Xu, Yixiao Liang, Xinchen Jin, Shanshan Wu
Understanding citizens' satisfaction with the government response during the COVID-19 pandemic in China: comprehensive analysis of the government hotline. Libr. Hi Tech 41 (1) (2023)
Shanshan Wu, Wen Lu, Kezhang Lin, Xiang Lu, Dong Jin
Magic Mirror by Bidirectional GAN: A Video Data Theft-Proof Framework. ICC (2022)
Shanshan Wu, Tian Li, Zachary Charles, Yu Xiao, Ziyu Liu, Zheng Xu, Virginia Smith
Motley: Benchmarking Heterogeneity and Personalization in Federated Learning. CoRR (2022)
Jianyu Wang, Zachary Charles, Zheng Xu, Gauri Joshi, H. Brendan McMahan, Blaise Agüera y Arcas, Maruan Al-Shedivat, Galen Andrew, Salman Avestimehr, Katharine Daly, Deepesh Data, Suhas N. Diggavi, Hubert Eichner, Advait Gadhikar, Zachary Garrett, Antonious M. Girgis, Filip Hanzely, Andrew Hard, Chaoyang He, Samuel Horvath, Zhouyuan Huo, Alex Ingerman, Martin Jaggi, Tara Javidi, Peter Kairouz, Satyen Kale, Sai Praneeth Karimireddy, Jakub Konecný, Sanmi Koyejo, Tian Li, Luyang Liu, Mehryar Mohri, Hang Qi, Sashank J. Reddi, Peter Richtárik, Karan Singhal, Virginia Smith, Mahdi Soltanolkotabi, Weikang Song, Ananda Theertha Suresh, Sebastian U. Stich, Ameet Talwalkar, Hongyi Wang, Blake E. Woodworth, Shanshan Wu, Felix X. Yu, Honglin Yuan, Manzil Zaheer, Mi Zhang, Tong Zhang, Chunxiang Zheng, Chen Zhu, Wennan Zhu
A Field Guide to Federated Optimization. CoRR (2021)
Karan Singhal, Hakim Sidahmed, Zachary Garrett, Shanshan Wu, John Rush, Sushant Prakash
Federated Reconstruction: Partially Local Federated Learning. NeurIPS (2021)
Shanshan Wu, Guobing Hu, Li Yang, Bin Gu
Analytical Approximation Algorithm for the Inverse of the Power of the Incomplete Gamma Function Based on Extreme Value Theory. KSII Trans. Internet Inf. Syst. 15 (12) (2021)
Karan Singhal, Hakim Sidahmed, Zachary Garrett, Shanshan Wu, Keith Rush, Sushant Prakash
Federated Reconstruction: Partially Local Federated Learning. CoRR (2021)
Xiaoxia Wu, Edgar Dobriban, Tongzheng Ren, Shanshan Wu, Zhiyuan Li, Suriya Gunasekar, Rachel Ward, Qiang Liu
Implicit Regularization and Convergence for Weight Normalization. NeurIPS (2020)
Shanshan Wu, Qibo Sun, Ao Zhou, Shangguang Wang, Tao Lei
Adaptive Edge Resource Allocation for Maximizing the Number of Tasks Completed on Time: A Deep Q-Learning Approach. BlockSys (2020)
Shanshan Wu, Sujay Sanghavi, Alexandros G. Dimakis
Sparse Logistic Regression Learns All Discrete Pairwise Graphical Models. NeurIPS (2019)
Shanshan Wu, Alexandros G. Dimakis, Sujay Sanghavi
Learning Distributions Generated by One-Layer ReLU Networks. NeurIPS (2019)
Xiaoxia Wu, Edgar Dobriban, Tongzheng Ren, Shanshan Wu, Zhiyuan Li, Suriya Gunasekar, Rachel Ward, Qiang Liu
Implicit Regularization of Normalization Methods. CoRR (2019)
Shanshan Wu, Alexandros G. Dimakis, Sujay Sanghavi
Learning Distributions Generated by One-Layer ReLU Networks. CoRR (2019)
Shanshan Wu, Alex Dimakis, Sujay Sanghavi, Felix X. Yu, Daniel Niels Holtmann-Rice, Dmitry Storcheus, Afshin Rostamizadeh, Sanjiv Kumar
Learning a Compressed Sensing Measurement Matrix via Gradient Unrolling. ICML (2019)
Chun Yin, Shanshan Wu, Shiwei Zhou, Jiuwen Cao, Xuegang Huang, Yuhua Cheng
Design and stability analysis of multivariate extremum seeking with Newton method. J. Frankl. Inst. 355 (4) (2018)
Shanshan Wu, Sujay Sanghavi, Alexandros G. Dimakis
Sparse Logistic Regression Learns All Discrete Pairwise Graphical Models. CoRR (2018)
Shanshan Wu, Siying Wu, Zheyuan Yi, Fei Zeng, Weizhen Wu, Yuan Qiao, Xingzhong Zhao, Xing Cheng, Yanqing Tian
Hydrogel-Based Fluorescent Dual pH and Oxygen Sensors Loaded in 96-Well Plates for High-Throughput Cell Metabolism Studies. Sensors 18 (2) (2018)
Huaizhong Lin, Shanshan Wu, Leong Hou U, Ngai Meng Kou, Yunjun Gao, Dongming Lu
Finding the hottest item in data streams. Inf. Sci. 430 (2018)
Jiaze Li, Yuan Qiao, Tingting Pan, Ke Zhong, Jiaxing Wen, Shanshan Wu, Fengyu Su, Yanqing Tian
Amphiphilic Fluorine-Containing Block Copolymers as Carriers for Hydrophobic PtTFPP for Dissolved Oxygen Sensing, Cell Respiration Monitoring and In Vivo Hypoxia Imaging with High Quantum Efficiency and Long Lifetime. Sensors 18 (11) (2018)
Shanshan Wu, Alexandros G. Dimakis, Sujay Sanghavi, Felix X. Yu, Daniel Niels Holtmann-Rice, Dmitry Storcheus, Afshin Rostamizadeh, Sanjiv Kumar
The Sparse Recovery Autoencoder. CoRR (2018)
Shanshan Wu, Liang Bao, Zisheng Zhu, Fan Yi, Weizhao Chen
Storage and retrieval of massive heterogeneous IoT data based on hybrid storage. ICNC-FSKD (2017)
Shanshan Wu, Huaizhong Lin, Wenxiang Wang, Dongming Lu, Leong Hou U, Yunjun Gao
RLC: ranking lag correlations with flexible sliding windows in data streams. Pattern Anal. Appl. 20 (2) (2017)
Shanshan Wu, Fan Yi
Research on Hybrid Storage Method of Massive Heterogeneous Data for Mobile Environment. CSA/CUTE (2017)
Erik M. Lindgren, Shanshan Wu, Alexandros G. Dimakis
Leveraging Sparsity for Efficient Submodular Data Summarization. CoRR (2017)
Can Chen, Junming Liu, Qiao Li, Yijun Wang, Hui Xiong, Shanshan Wu
Warehouse Site Selection for Online Retailers in Inter-Connected Warehouse Networks. ICDM (2017)
Liang Bao, Shanshan Wu, Weizhao Chen, Zisheng Zhu, Fan Yi
Trajectory outlier detection based on partition-and-detection framework. ICNC-FSKD (2017)
Shanshan Wu, Huaizhong Lin, Leong Hou U, Yunjun Gao, Dongming Lu
Novel structures for counting frequent items in time decayed streams. World Wide Web 20 (5) (2017)
Shanshan Wu, Huaizhong Lin, Leong Hou U, Yunjun Gao, Dongming Lu
Finding Frequent Items in Time Decayed Data Streams. APWeb (2) (2016)
Wenguang Mao, Xudong Wang, Shanshan Wu
Distributed Opportunistic Scheduling With QoS Constraints for Wireless Networks With Hybrid Links. IEEE Trans. Veh. Technol. 65 (10) (2016)
Erik M. Lindgren, Shanshan Wu, Alexandros G. Dimakis
Leveraging Sparsity for Efficient Submodular Data Summarization. NIPS (2016)
Shanshan Wu, Srinadh Bhojanapalli, Sujay Sanghavi, Alexandros G. Dimakis
Single Pass PCA of Matrix Products. CoRR (2016)
Shanshan Wu, Srinadh Bhojanapalli, Sujay Sanghavi, Alexandros G. Dimakis
Single Pass PCA of Matrix Products. NIPS (2016)
Yang-Ping Zhu, Xiao-Yuan Jing, Qing Wang, Fei Wu, Hui Feng, Shanshan Wu
Multi-view Sparse Embedding Analysis Based Image Feature Extraction and Classification. CCCV (2) (2015)
Xin Jin, Shiqiang Zong, You-Jiang Li, Shanshan Wu, Wenke Yin, Weiyi Ge
A Domain Knowledge Based Method on Active and Focused Information Service for Decision Support within Big Data Environment. KES (2015)
Xiao-Yuan Jing, Shi Ying, Zhi-Wu Zhang, Shanshan Wu, Jin Liu
Dictionary learning based software defect prediction. ICSE (2014)
Xiao-Yuan Jing, Ruimin Hu, Yang-Ping Zhu, Shanshan Wu, Chao Liang, Jing-Yu Yang
Intra-View and Inter-View Supervised Correlation Analysis for Multi-View Feature Learning. AAAI (2014)
Shanshan Wu, Wenguang Mao, Xudong Wang
Performance Study on a CSMA/CA-Based MAC Protocol for Multi-User MIMO Wireless LANs. IEEE Trans. Wirel. Commun. 13 (6) (2014)
Shanshan Wu, Xudong Wang
Information-Theoretic Study on Routing Path Selection in Two-Way Relay Networks CoRR (2012)
Fuluo Wang, Yourui Huang, Ming Shi, Shanshan Wu
Membrane Computing Optimization Method Based on Catalytic Factor. BICS (2012)
Xuemei Wang, Shanshan Wu, Dingguo Xu, Daiqian Xie, Hua Guo
Inhibitor and Substrate Binding by Angiotensin-Converting Enzyme: Quantum Mechanical/Molecular Mechanical Molecular Dynamics Studies. J. Chem. Inf. Model. 51 (5) (2011)
Shanshan Wu, Hung-Da Wan, Sanjay Kumar Shukla, Beizhi Li
Chaos-based improved immune algorithm (CBIIA) for resource-constrained project scheduling problems. Expert Syst. Appl. 38 (4) (2011)
Yanchang Zhao, Hans Bohlscheid, Shanshan Wu, Longbing Cao
Less Effort, More Outcomes: Optimising Debt Recovery with Decision Trees. ICDM Workshops (2010)
Wenjie You, Shanshan Wu, Guoli Ji
The Application of an Improved Particle Swarm Optimization (PSO) Algorithm in Pairwise Sequence Alignment. CIS (2) (2009)
Yanchang Zhao, Huaifeng Zhang, Shanshan Wu, Jian Pei, Longbing Cao, Chengqi Zhang, Hans Bohlscheid
Debt Detection in Social Security by Sequence Classification Using Both Positive and Negative Patterns. ECML/PKDD (2) (2009)
Shanshan Wu, Yanchang Zhao, Huaifeng Zhang, Chengqi Zhang, Longbing Cao, Hans Bohlscheid
Debt Detection in Social Security by Adaptive Sequence Classification. KSEM (2009)
Yu Gu, Ge Yu, Shanshan Wu, Xiaojing Li, Yanfei Lv, Dejun Yue
A Simple But Effective Event-Driven Model for Data Stream Queries. APWeb/WAIM (2007)
Shanshan Wu, Yanfei Lv, Ge Yu, Yu Gu, Xiaojing Li
A QoS-Guaranteeing Scheduling Algorithm for Continuous Queries over Streams. APWeb/WAIM (2007)
Shanshan Wu, Yu Gu, Yanfei Lv, Ge Yu
Modelling and Guaranteeing Quality of Service over Data Streams. WISE Workshops (2006)
Zhengyu Ou, Ge Yu, Yaxin Yu, Shanshan Wu, Xiaochun Yang, Qingxu Deng
Tick Scheduling: A Deadline Based Optimal Task Scheduling Approach for Real-Time Data Stream Systems. WAIM (2005)
Baoyan Song, Shanshan Wu, Feng Yuan, Ge Yu
A Query Processing Approach Based on Window Semantics in Data Stream System. ASIAN (2005)
Shanshan Wu, Ge Yu, Yaxin Yu, Zhengyu Ou, Xinhua Yang, Yu Gu
A Deadline-Sensitive Approach for Real-Time Processing of Sliding Windows. WAIM (2005)