Shuai Zheng

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 85

Top Topics

Failure Prediction

Reinforcement Learning

Graph Matching Algorithm

Top Venues

Publications

Yu Chen, Shuai Zheng, Menglong Jin, Yan Chang, Nianyi Wang
DualFluidNet: An attention-based dual-pipeline network for fluid simulation. Neural Networks 177 (2024)
Meng Han, Liang Wang, Limin Xiao, Hao Zhang, Chenhao Zhang, Xilong Xie, Shuai Zheng, Jin Dong
FuseFPS: Accelerating Farthest Point Sampling with Fusing KD-tree Construction for Point Clouds. ASPDAC (2024)
Nadine Shehab, Liora Alschuler, Sean McIlvenna, Zabrina Gonzaga, Andrew Laing, David deRoode, Raymund B. Dantes, Kristina Betz, Shuai Zheng, Sheila Abner, Elizabeth Stutler, Rick Geimer, Andrea L. Benin
The National Healthcare Safety Network's digital quality measures: CDC's automated measures for surveillance of patient safety. J. Am. Medical Informatics Assoc. 31 (5) (2024)
Shuai Zheng, Bingzhuo Yu, Yingjie Chen, Songhao Zhang, Jun Hong
RidgeVPR: A Global Positioning Framework in Sparse Feature Outdoor Environments Using Visual Place Recognition and Ridge Line Feature Matching. IEEE Trans. Veh. Technol. 73 (7) (2024)
Shuhuai Ren, Aston Zhang, Yi Zhu, Shuai Zhang, Shuai Zheng, Mu Li, Alexander J. Smola, Xu Sun
Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary Visual Recognition. NeurIPS (2023)
Meng Han, Liang Wang, Limin Xiao, Hao Zhang, Chenhao Zhang, Xilong Xie, Shuai Zheng, Jin Dong
FuseFPS: Accelerating Farthest Point Sampling with Fusing KD-tree Construction for Point Clouds. CoRR (2023)
Zhanpeng Zeng, Cole Hawkins, Mingyi Hong, Aston Zhang, Nikolaos Pappas, Vikas Singh, Shuai Zheng
Vcc: Scaling Transformers to 128K Tokens or More by Prioritizing Important Tokens. CoRR (2023)
Bin Ji, Chuhao Zhou, Ze Chen, Shuai Zheng
A novel multi-parameter similarity measure of interval neutrosophic sets for medical diagnosis. J. Intell. Fuzzy Syst. 45 (6) (2023)
Kai Ma, Shuai Zheng, Miao Tian, Qinjun Qiu, Yongjian Tan, Xinxin Hu, HaiYan Li, Zhong Xie
CnGeoPLM: Contextual knowledge selection and embedding with pretrained language representation model for the geoscience domain. Earth Sci. Informatics 16 (4) (2023)
Shuhuai Ren, Aston Zhang, Yi Zhu, Shuai Zhang, Shuai Zheng, Mu Li, Alex Smola, Xu Sun
Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary Visual Recognition. CoRR (2023)
Yu Chen, Shuai Zheng, Menglong Jin, Yan Chang, Nianyi Wang
DualFluidNet: an Attention-based Dual-pipeline Network for Accurate and Generalizable Fluid-solid Coupled Simulation. CoRR (2023)
Liufeng Tao, Kai Ma, Miao Tian, Zhenyang Hui, Shuai Zheng, Junjie Liu, Zhong Xie, Qinjun Qiu
Developing a Base Domain Ontology from Geoscience Report Collection to Aid in Information Retrieval towards Spatiotemporal and Topic Association. ISPRS Int. J. Geo Inf. 13 (1) (2023)
Chunbao Xie, Ling Zhong, Jiangrong Luo, Ji Luo, Yingmiao Wu, Shuai Zheng, Lingxi Jiang, Jianbo Zhang, Yi Shi
Identification of mutation gene prognostic biomarker in multiple myeloma through gene panel exome sequencing and transcriptome analysis in Chinese population. Comput. Biol. Medicine 163 (2023)
Shuai Zheng, Lingjie Qiu, Fengxin Lan
TSO-GCN: A Graph Convolutional Network approach for real-time and generalizable truss structural optimization. Appl. Soft Comput. 134 (2023)
Zhaobo Zhang, Shuai Zheng, Hongnan Li, Liang Ren
Deflection Estimation of Truss Structures Using Inverse Finite Element Method. Sensors 23 (3) (2023)
Bingcong Li, Shuai Zheng, Parameswaran Raman, Anshumali Shrivastava, Georgios B. Giannakis
Contractive error feedback for gradient compression. CoRR (2023)
Zhanpeng Zeng, Cole Hawkins, Mingyi Hong, Aston Zhang, Nikolaos Pappas, Vikas Singh, Shuai Zheng
VCC: Scaling Transformers to 128K Tokens or More by Prioritizing Important Tokens. NeurIPS (2023)
Zhuang Wang, Zhen Jia, Shuai Zheng, Zhen Zhang, Xinwei Fu, T. S. Eugene Ng, Yida Wang
GEMINI: Fast Failure Recovery in Distributed Training with In-Memory Checkpoints. SOSP (2023)
Chenyu Jiang, Zhen Jia, Shuai Zheng, Yida Wang, Chuan Wu
DynaPipe: Optimizing Multi-task Training through Dynamic Pipelines. CoRR (2023)
Miao Tian, Xinxin Hu, Jiakai Huang, Kai Ma, Haiyan Li, Shuai Zheng, Liufeng Tao, Qinjun Qiu
Spatio-Temporal Relevance Classification from Geographic Texts Using Deep Learning. ISPRS Int. J. Geo Inf. 12 (9) (2023)
Haotao Wang, Aston Zhang, Shuai Zheng, Xingjian Shi, Mu Li, Zhangyang Wang
Removing Batch Normalization Boosts Adversarial Training. ICML (2022)
Jack FitzGerald, Shankar Ananthakrishnan, Konstantine Arkoudas, Davide Bernardi, Abhishek Bhagia, Claudio Delli Bovi, Jin Cao, Rakesh Chada, Amit Chauhan, Luoxin Chen, Anurag Dwarakanath, Satyam Dwivedi, Turan Gojayev, Karthik Gopalakrishnan, Thomas Gueudre, Dilek Hakkani-Tur, Wael Hamza, Jonathan J. Hüser, Kevin Martin Jose, Haidar Khan, Beiye Liu, Jianhua Lu, Alessandro Manzotti, Pradeep Natarajan, Karolina Owczarzak, Gokmen Oz, Enrico Palumbo, Charith Peris, Chandana Satya Prakash, Stephen Rawls, Andy Rosenbaum, Anjali Shenoy, Saleh Soltan, Mukund Harakere Sridhar, Lizhen Tan, Fabian Triefenbach, Pan Wei, Haiyang Yu, Shuai Zheng, Gökhan Tür, Prem Natarajan
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems. KDD (2022)
Zhen Zhang, Shuai Zheng, Yida Wang, Justin Chiu, George Karypis, Trishul Chilimbi, Mu Li, Xin Jin
MiCS: Near-linear Scaling for Training Gigantic Model on Public Cloud. CoRR (2022)
Huijin Zhu, Xiaoling Li, Long Wang, Zhangyi Chen, Yueyang Shi, Shuai Zheng, Min Li
IMU Motion Capture Method with Adaptive Tremor Attenuation in Teleoperation Robot System. Sensors 22 (9) (2022)
Haotao Wang, Aston Zhang, Yi Zhu, Shuai Zheng, Mu Li, Alex Smola, Zhangyang Wang
Partial and Asymmetric Contrastive Learning for Out-of-Distribution Detection in Long-Tailed Recognition. CoRR (2022)
Shuai Zheng, Yugang Liu, Yexin Lin, Qiang Wang, Hongtai Yang, Bin Chen
Bridging strategy for the disruption of metro considering the reliability of transportation system: Metro and conventional bus network. Reliab. Eng. Syst. Saf. 225 (2022)
Johnathan Xie, Shuai Zheng
Zero-shot Object Detection Through Vision-Language Embedding Alignment. ICDM (Workshops) (2022)
Aashiq Muhamed, Jaspreet Singh, Shuai Zheng, Iman Keivanloo, Sujan Perera, James Mracek, Yi Xu, Qingjun Cui, Santosh Rajagopalan, Belinda Zeng, Trishul Chilimbi
DCAF-BERT: A Distilled Cachable Adaptable Factorized Model For Improved Ads CTR Prediction. WWW (Companion Volume) (2022)
Haotao Wang, Aston Zhang, Yi Zhu, Shuai Zheng, Mu Li, Alex J. Smola, Zhangyang Wang
Partial and Asymmetric Contrastive Learning for Out-of-Distribution Detection in Long-Tailed Recognition. ICML (2022)
Andrew I. Geller, Nadine Shehab, Rick Geimer, Yauheni Solad, Shuai Zheng, Dani Robinson-Holland
Building the Evidence Base for Automating Public Health Surveillance through a Nationwide Medication Safety Surveillance Use Case. AMIA (2022)
Jinzhu Liu, Shuai Zheng
Local Feature Acquisition Method of Multi-layer Vision Network Image Based on Virtual Reality. ML4CS (3) (2022)
Yabin Wang, Zhiheng Ma, Xing Wei, Shuai Zheng, Yaowei Wang, Xiaopeng Hong
ECCNAS: Efficient Crowd Counting Neural Architecture Search. ACM Trans. Multim. Comput. Commun. Appl. 18 (1s) (2022)
Jack FitzGerald, Shankar Ananthakrishnan, Konstantine Arkoudas, Davide Bernardi, Abhishek Bhagia, Claudio Delli Bovi, Jin Cao, Rakesh Chada, Amit Chauhan, Luoxin Chen, Anurag Dwarakanath, Satyam Dwivedi, Turan Gojayev, Karthik Gopalakrishnan, Thomas Gueudre, Dilek Hakkani-Tur, Wael Hamza, Jonathan J. Hüser, Kevin Martin Jose, Haidar Khan, Beiye Liu, Jianhua Lu, Alessandro Manzotti, Pradeep Natarajan, Karolina Owczarzak, Gokmen Oz, Enrico Palumbo, Charith Peris, Chandana Satya Prakash, Stephen Rawls, Andy Rosenbaum, Anjali Shenoy, Saleh Soltan, Mukund Harakere Sridhar, Liz Tan, Fabian Triefenbach, Pan Wei, Haiyang Yu, Shuai Zheng, Gökhan Tür, Prem Natarajan
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems. CoRR (2022)
Fei Luo, Shuai Zheng, Weichao Ding, Joel Fuentes, Yong Li
An Edge Server Placement Method Based on Reinforcement Learning. Entropy 24 (3) (2022)
Haotao Wang, Aston Zhang, Shuai Zheng, Xingjian Shi, Mu Li, Zhangyang Wang
Removing Batch Normalization Boosts Adversarial Training. CoRR (2022)
Qiyao Wang, Ahmed K. Farahat, Chetan Gupta, Shuai Zheng
Deep time series models for scarce data. Neurocomputing 456 (2021)
Qiyao Wang, Ahmed K. Farahat, Chetan Gupta, Shuai Zheng
Deep Time Series Models for Scarce Data. CoRR (2021)
Weiwei Jia, Xiaoling Li, Yueyang Shi, Shuai Zheng, Long Wang, Zhangyi Chen, Lixia Zhang
Alleviate the Cybersickness in VR Teleoperation by Constructing the Reference Space in the Human-Machine Interface. HCI (44) (2021)
Shuai Zheng, Yabin Wang, Baotong Li, Xin Li
A Hardware-adaptive Deep Feature Matching Pipeline for Real-time 3D Reconstruction. Comput. Aided Des. 132 (2021)
Yuchen Zhong, Cong Xie, Shuai Zheng, Haibin Lin
Compressed Communication for Distributed Training: Adaptive Methods and System. CoRR (2021)
Johnathan Xie, Shuai Zheng
ZSD-YOLO: Zero-Shot YOLO Detection using Vision-Language KnowledgeDistillation. CoRR (2021)
Shuai Zheng
Research on Distance Teaching System of English Course Based on Wireless Network Technology. Sci. Program. 2021 (2021)
Shuai Zheng, Jian Chen, Xiao-Ping Zhang, Yonghong Kuo
A New Multihypothesis-Based Compressed Video Sensing Reconstruction System. IEEE Trans. Multim. 23 (2021)
Satoshi Nagahara, Susumu Serita, Yuma Shiho, Shuai Zheng, Haiyan Wang, Takafumi Chida, Chetan Gupta
Toward data-driven modeling of material flow simulation: automatic parameter calibration of multiple agents from sparse production log. CASE (2020)
Shuai Zheng, Xiao-Ping (Steven) Zhang, Jian Chen, Yonghong Kuo
A New Multihypothesis Prediction Scheme for Compressed Video Sensing Reconstruction. ICASSP (2020)
Shuai Zheng, Chetan Gupta
Discriminant Generative Adversarial Networks with its Application to Equipment Health Classification. ICASSP (2020)
Haifeng Lu, Chunhua Gu, Fei Luo, Weichao Ding, Shuai Zheng, Yifan Shen
Optimization of Task Offloading Strategy for Mobile Edge Computing Based on Multi-Agent Deep Reinforcement Learning. IEEE Access 8 (2020)
Shuai Zheng, Chetan Gupta
Trace Norm Generative Adversarial Networks for Sensor Generation and Feature Extraction. ICASSP (2020)
Chi Zhang, Philip Odonkor, Shuai Zheng, Hamed Khorasgani, Susumu Serita, Chetan Gupta
Dynamic Dispatching for Large-Scale Heterogeneous Fleet via Multi-agent Deep Reinforcement Learning. CoRR (2020)
Shuai Zheng, Haibin Lin, Sheng Zha, Mu Li
Accelerated Large Batch Optimization of BERT Pretraining in 54 minutes. CoRR (2020)
Jianji Ren, Tingting Hou, Shuai Zheng
Collaborative Mobile Edge Caching Strategy Based on Deep Reinforcement Learning. 6GN (2020)
Chi Zhang, Philip Odonkor, Shuai Zheng, Hamed Khorasgani, Susumu Serita, Chetan Gupta, Haiyan Wang
Dynamic Dispatching for Large-Scale Heterogeneous Fleet via Multi-agent Deep Reinforcement Learning. IEEE BigData (2020)
Jianji Ren, Haichao Wang, Tingting Hou, Shuai Zheng, Chaosheng Tang
Collaborative Edge Computing and Caching With Deep Reinforcement Learning Decision Agents. IEEE Access 8 (2020)
Cong Xie, Shuai Zheng, Oluwasanmi Koyejo, Indranil Gupta, Mu Li, Haibin Lin
CSER: Communication-efficient SGD with Error Reset. CoRR (2020)
Cong Xie, Shuai Zheng, Oluwasanmi Koyejo, Indranil Gupta, Mu Li, Haibin Lin
CSER: Communication-efficient SGD with Error Reset. NeurIPS (2020)
Shuai Zheng, Xiao-Ping (Steven) Zhang, Jian Chen, Yonghong Kuo
A New Compressed Sensing Based Terminal-to-Cloud Video Transmission System. ISCAS (2019)
Qiyao Wang, Ahmed K. Farahat, Kosta Ristovski, Chetan Gupta, Shuai Zheng
Evaluation of Event Impact on Key Performance Indicators. ICMLA (2019)
Shuai Zheng, Xiao-Ping (Steven) Zhang, Jian Chen, Yonghong Kuo
A High-Efficiency Compressed Sensing-Based Terminal-to-Cloud Video Transmission System. IEEE Trans. Multim. 21 (8) (2019)
Bryan A. Plummer, M. Hadi Kiapour, Shuai Zheng, Robinson Piramuthu
Give Me a Hint! Navigating Image Databases Using Human-in-the-Loop Feedback. WACV (2019)
Zhaolong Cao, Shuai Zheng
MR-SAS and electric power steering variable universe fuzzy PID integrated control. Neural Comput. Appl. 31 (4) (2019)
Qiyao Wang, Shuai Zheng, Ahmed K. Farahat, Susumu Serita, Chetan Gupta
Remaining Useful Life Estimation Using Functional Data Analysis. ICPHM (2019)
Shuai Zheng, Chetan Gupta, Susumu Serita
Manufacturing Dispatching Using Reinforcement and Transfer Learning. ECML/PKDD (3) (2019)
Jun Zhang, Xiong Du, Yaoyi Yu, Shuai Zheng, Pengju Sun, Heng-Ming Tai
Thermal Parameter Monitoring of IGBT Module Using Junction Temperature Cooling Curves. IEEE Trans. Ind. Electron. 66 (10) (2019)
Shuai Zheng, Chetan Gupta, Susumu Serita
Manufacturing Dispatching using Reinforcement and Transfer Learning. CoRR (2019)
Qiyao Wang, Shuai Zheng, Ahmed K. Farahat, Susumu Serita, Takashi Saeki, Chetan Gupta
Multilayer Perceptron for Sparse Functional Data. IJCNN (2019)
Shuai Zheng, Ahmed K. Farahat, Chetan Gupta
Generative Adversarial Networks for Failure Prediction. ECML/PKDD (3) (2019)
Baotong Li, Congjia Huang, Xin Li, Shuai Zheng, Jun Hong
Non-iterative structural topology optimization using deep learning. Comput. Aided Des. 115 (2019)
Ruyu Zhang, Shuai Zheng, Jinyuan Liu, Jianfeng Lin
Theory and Application of Post Evaluation in Power Grid Construction Projects. AISI (2019)
Qiyao Wang, Shuai Zheng, Ahmed K. Farahat, Susumu Serita, Chetan Gupta
Remaining Useful Life Estimation Using Functional Data Analysis. CoRR (2019)
Jianji Ren, Haichao Wang, Tingting Hou, Shuai Zheng, Chaosheng Tang
Federated Learning-Based Computation Offloading Optimization in Edge Computing-Supported Internet of Things. IEEE Access 7 (2019)
Shuai Zheng, Xiong Du, Jun Zhang, Yaoyi Yu
Monitoring of the Cooling System via Thermal Parameters. IEEE Access 7 (2019)
Shuai Zheng, Jian Chen, Yonghong Kuo
A multi-level residual reconstruction based image compressed sensing recovery scheme. Multim. Tools Appl. 78 (17) (2019)
Shuai Zheng, Ahmed K. Farahat, Chetan Gupta
Generative Adversarial Networks for Failure Prediction. CoRR (2019)
Shuai Zheng, Fan Yang, M. Hadi Kiapour, Robinson Piramuthu
ModaNet: A Large-scale Street Fashion Dataset with Polygon Annotations. ACM Multimedia (2018)
Shuai Zheng, Fan Yang, M. Hadi Kiapour, Robinson Piramuthu
ModaNet: A Large-Scale Street Fashion Dataset with Polygon Annotations. CoRR (2018)
Bryan A. Plummer, Paige Kordas, M. Hadi Kiapour, Shuai Zheng, Robinson Piramuthu, Svetlana Lazebnik
Conditional Image-Text Embedding Networks. ECCV (12) (2018)
Da-peng Tan, Lin Li, Yin-Long Zhu, Shuai Zheng, Huan-Jie Ruan, Xiao-Yu Jiang
An Embedded Cloud Database Service Method for Distributed Industry Monitoring. IEEE Trans. Ind. Informatics 14 (7) (2018)
Shuai Zheng, Jian Chen, Yonghong Kuo
An improved distributed compressed video sensing scheme in reconstruction algorithm. Multim. Tools Appl. 77 (7) (2018)
Bryan A. Plummer, M. Hadi Kiapour, Shuai Zheng, Robinson Piramuthu
Give me a hint! Navigating Image Databases using Human-in-the-loop Feedback. CoRR (2018)
Jian Chen, Shuai Zheng, Qing Hu, Yonghong Kuo
A frame-level encoder rate control scheme for transform domain Wyner-Ziv video coding. Multim. Tools Appl. 76 (20) (2017)
Bryan A. Plummer, Paige Kordas, M. Hadi Kiapour, Shuai Zheng, Robinson Piramuthu, Svetlana Lazebnik
Conditional Image-Text Embedding Networks. CoRR (2017)
Shuai Zheng, Kosta Ristovski, Ahmed K. Farahat, Chetan Gupta
Long Short-Term Memory Network for Remaining Useful Life estimation. ICPHM (2017)
Shuai Zheng, Jun Hong, Kang Zhang, Baotong Li, Xin Li
A multi-frame graph matching algorithm for low-bandwidth RGB-D SLAM. Comput. Aided Des. 78 (2016)
Shuai Zheng, Ping An, Yi-Fan Zuo, Xuemei Zou, Jianxin Wang
Depth Map Upsampling Using Segmentation and Edge Information. ICIG (2) (2015)
Yi-Fan Zuo, Ping An, Shuai Zheng, Zhaoyang Zhang
Depth upsampling method via Markov random fields without edge-misaligned artifacts. ICIP (2015)
James Clarke, Yuval Merhav, Ghalib Suleiman, Shuai Zheng, David Murgatroyd
Basis Technology at TAC 2012 Entity Linking. TAC (2012)