Shanghang Zhang

Best Publications

• Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting

  Haoyi Zhou;Shanghang Zhang;Jieqi Peng;Shuai Zhang

  5583
  Citations

• Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting.

  Haoyi Zhou;Shanghang Zhang;Jieqi Peng;Shuai Zhang

  459
  Citations

• Sample-Efficient Deep Learning for COVID-19 Diagnosis Based on CT Scans

  Xuehai He;Xingyi Yang;Shanghang Zhang;Jinyu Zhao

  421
  Citations

• Adversarial Multiple Source Domain Adaptation

  Han Zhao;Shanghang Zhang;Guanhang Wu;José M. F. Moura

  344
  Citations

• A Review of Single-Source Deep Unsupervised Visual Domain Adaptation.

  Sicheng Zhao;Xiangyu Yue;Shanghang Zhang;Bo Li

  327
  Citations

• Instance Adaptive Self-training for Unsupervised Domain Adaptation

  Unknown

  283
  Citations

• Topology Adaptive Graph Convolutional Networks

  Jian Du;Shanghang Zhang;Guanhang Wu;Jose M. F. Moura

  269
  Citations

• FCN-rLSTM: Deep Spatio-Temporal Neural Networks for Vehicle Counting in City Cameras

  Shanghang Zhang;Guanhang Wu;Joao P. Costeira;Jose M. F. Moura

  233
  Citations

• Multi-source Distilling Domain Adaptation

  Sicheng Zhao;Guangzhi Wang;Shanghang Zhang;Yang Gu

  197
  Citations

• Understanding Traffic Density from Large-Scale Web Camera Data

  Shanghang Zhang;Guanhang Wu;Joao P. Costeira;Jose M. F. Moura

  172
  Citations

• Prototypical Cross-domain Self-supervised Learning for Few-shot Unsupervised Domain Adaptation

  Xiangyu Yue;Zangwei Zheng;Shanghang Zhang;Yang Gao

  157
  Citations

• PointCLIP V2: Prompting CLIP and GPT for Powerful 3D Open-world Learning

  Unknown

  128
  Citations

• A Deep Learning Approach to IoT Authentication

  Rajshekhar Das;Akshay Gadre;Shanghang Zhang;Swarun Kumar

  116
  Citations

• Self-Supervised Pretraining Improves Self-Supervised Pretraining.

  Colorado J. Reed;Xiangyu Yue;Ani Nrusimha;Sayna Ebrahimi

  101
  Citations

• Q-Diffusion: Quantizing Diffusion Models

  Unknown

  90
  Citations

• MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID

  Unknown

  79
  Citations

• Learning Invariant Representations and Risks for Semi-supervised Domain Adaptation

  Bo Li;Yezhen Wang;Shanghang Zhang;Dongsheng Li

  73
  Citations

• Dual Adversarial Semantics-Consistent Network for Generalized Zero-Shot Learning

  Unknown

  68
  Citations

• PiMAE: Point Cloud and Image Interactive Masked Autoencoders for 3D Object Detection

  Unknown

  66
  Citations

• Outlier Suppression: Pushing the Limit of Low-bit Transformer Language Models

  Unknown

  64
  Citations