Shanghang Zhang - Concepedia

Author

Shanghang Zhang

Also Known As

Chen, Ying, Du, Li, Han, Sirui, Keutzer, Kurt, Liu, Jiaming, Lu, Ming, Shanghang Zhang, Shanghang Zhang, Shi, Rongye, Tseng, Cheng-Ching

265

Publications

10.7K

Citations

H-Index

Concepts

All Affiliations

Peking University University of California, Berkeley Carnegie Mellon University Nanjing University Tsinghua University

About

Shanghang Zhang is an author at Peking University specializing in engineering, machine learning, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	29	38	8.8K
2	Computer Engineering	4	4	6K
3	Cognitive Science	2	2	128
4	Health Sciences	1	1	449
5	Language Studies	1	1	51

Shanghang Zhang

Publications

9.3K

Citations

H-Index

Page 1

	Year	Citations
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting Haoyi Zhou, Shanghang Zhang, Jieqi Peng, Proceedings of the AAAI Conference on Artificial Intelligence Structured PredictionForecasting MethodologyProbabilistic ForecastingPrediction CapacityMachine Learning	2021	5.3K
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting Haoyi Zhou, Shanghang Zhang, Jieqi Peng, arXiv (Cornell University) Structured PredictionForecasting MethodologyEngineeringMachine LearningRecurrent Neural Network	2020	460
Sample-Efficient Deep Learning for COVID-19 Diagnosis Based on CT Scans Xuehai He, Xingyi Yang, Shanghang Zhang, Convolutional Neural NetworkMedical Image SegmentationEngineeringMachine LearningAutoencoders	2020	449
Adversarial Multiple Source Domain Adaptation Han Zhao, Shanghang Zhang, Guanhang Wu, Neural Information Processing Systems Artificial IntelligenceNatural Language ProcessingApproach Domain AdaptationEngineeringMachine Learning	2018	333
Topology Adaptive Graph Convolutional Networks Jian Du, Shanghang Zhang, Guanhang Wu, ArXiv.org Geometric LearningConvolutional Neural NetworkGraph Representation LearningMachine LearningEngineering	2017	230
FCN-rLSTM: Deep Spatio-Temporal Neural Networks for Vehicle Counting in City Cameras Shanghang Zhang, Guanhang Wu, João Paulo Costeira, Convolutional Neural NetworkScene AnalysisVehicle CountMachine LearningEngineering	2017	224
Multi-Source Distilling Domain Adaptation Sicheng Zhao, Guangzhi Wang, Shanghang Zhang, Proceedings of the AAAI Conference on Artificial Intelligence Artificial IntelligenceDeep Neural NetworksEngineeringMachine LearningData Science	2020	205
Prototypical Cross-domain Self-supervised Learning for Few-shot Unsupervised Domain Adaptation Xiangyu Yue, Zangwei Zheng, Shanghang Zhang, Artificial IntelligenceFew-shot LearningNatural Language ProcessingEngineeringMachine Learning	2021	143
Understanding Traffic Density from Large-Scale Web Camera Data Shanghang Zhang, Guanhang Wu, João Paulo Costeira, Vehicle DensityInternet Traffic AnalysisEngineeringMachine LearningConvolutional Neural Network	2017	135
PointCLIP V2: Prompting CLIP and GPT for Powerful 3D Open-world Learning Xiangyang Zhu, Renrui Zhang, Bowei He,	2023	132

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