Shang-Hang Zhang

Most-cited papers

Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting
Haoyi Zhou, Shang-Hang Zhang, Jieqi Peng, Shuai Zhang +3 more
2020AAAI Conference on Artificial Intelligence9,380 citations Open access
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Adversarial Multiple Source Domain Adaptation
H. Zhao, Shang-Hang Zhang, Guan-Hang Wu, José M. F. Moura +2 more
2018Neural Information Processing Systems640 citations
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Temporal Efficient Training of Spiking Neural Network via Gradient Re-weighting
Shi-Wee Deng, Yuhang Li, Shang-Hang Zhang, Shi Gu
2022International Conference on Learning Representations409 citations
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Topology adaptive graph convolutional networks
Jian Du, Shang-Hang Zhang, Guan-Hang Wu, José M. F. Moura +1 more
2017arXiv.org404 citations
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Sample-Efficient Deep Learning for COVID-19 Diagnosis Based on CT Scans
Xue-Hai He, Xingyi Yang, Shang-Hang Zhang, Jin-Yu Zhao +3 more
2020medRxiv396 citations Open access
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Instance Adaptive Self-Training for Unsupervised Domain Adaptation
Ke Mei, Chuang Zhu, Jia-Qi Zou, Shang-Hang Zhang
2020European Conference on Computer Vision358 citations Open access
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A Review of Single-Source Deep Unsupervised Visual Domain Adaptation
Si-Cheng Zhao, Xiangyu Yue, Shang-Hang Zhang, Bo Li +7 more
2020IEEE Transactions on Neural Networks and Learning Systems350 citations Open access
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PointCLIP V2: Prompting CLIP and GPT for Powerful 3D Open-world Learning
Xiangyang Zhu, Renrui Zhang, Bowei He, Ziyu Guo +4 more
2022IEEE International Conference on Computer Vision296 citations Open access
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Differentiable Spike: Rethinking Gradient-Descent for Training Spiking Neural Networks
Yuhang Li, Yufei Guo, Shang-Hang Zhang, Shi-Wee Deng +2 more
2021Neural Information Processing Systems292 citations
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Multi-source Distilling Domain Adaptation
Si-Cheng Zhao, Guangzhi Wang, Shang-Hang Zhang, Yang Gu +6 more
2019AAAI Conference on Artificial Intelligence258 citations Open access
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Outlier Suppression: Pushing the Limit of Low-bit Transformer Language Models
Xiuying Wei, Yunchen Zhang, Xiang-Guo Zhang, Ruihao Gong +4 more
2022Neural Information Processing Systems243 citations Open access
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FCN-rLSTM: Deep Spatio-Temporal Neural Networks for Vehicle Counting in City Cameras
Shang-Hang Zhang, Guan-Hang Wu, J. Costeira, José M. F. Moura
2017IEEE International Conference on Computer Vision219 citations Open access
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Prototypical Cross-domain Self-supervised Learning for Few-shot Unsupervised Domain Adaptation
Xiangyu Yue, Zangwei Zheng, Shang-Hang Zhang, Yang Gao +3 more
2021Computer Vision and Pattern Recognition205 citations
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Delving Deep into the Generalization of Vision Transformers under Distribution Shifts
Chongzhi Zhang, Mingyuan Zhang, Shang-Hang Zhang, Daisheng Jin +6 more
2021Computer Vision and Pattern Recognition150 citations Open access
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Understanding Traffic Density from Large-Scale Web Camera Data
Shang-Hang Zhang, Guan-Hang Wu, J. Costeira, José M. F. Moura
2017Computer Vision and Pattern Recognition147 citations Open access
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Self-Supervised Pretraining Improves Self-Supervised Pretraining
Colorado Reed, Xiangyu Yue, Aniruddha Nrusimha, Sayna Ebrahimi +8 more
2021IEEE Workshop/Winter Conference on Applications of Computer Vision144 citations Open access
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Expanding the prediction capacity in long sequence time-series forecasting
Haoyi Zhou, Jianxin Li, Shang-Hang Zhang, Shuai Zhang +2 more
2023Artificial Intelligence126 citations
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A Deep Learning Approach to IoT Authentication
Rajshekhar Das, Akshay Gadre, Shang-Hang Zhang, Swarun Kumar +1 more
20182018 IEEE International Conference on Communications (ICC)124 citations
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Learning Invariant Representations and Risks for Semi-supervised Domain Adaptation
Bo Li, Ye-Zhen Wang, Shang-Hang Zhang, Dongsheng Li +3 more
2020Computer Vision and Pattern Recognition123 citations Open access
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Open-Vocabulary Point-Cloud Object Detection without 3D Annotation
Yuheng Lu, Chen-Feng Xu, Xiaobao Wei, Xiaodong Xie +3 more
2023Computer Vision and Pattern Recognition117 citations Open access
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PiMAE: Point Cloud and Image Interactive Masked Autoencoders for 3D Object Detection
Anthony Chen, Kevin Zhang, Renrui Zhang, Zihan Wang +3 more
2023Computer Vision and Pattern Recognition117 citations Open access
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Margin-Based Few-Shot Class-Incremental Learning with Class-Level Overfitting Mitigation
Yi-Xiong Zou, Shang-Hang Zhang, Yuhua Li, Rui Li
2022Neural Information Processing Systems103 citations Open access
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Unsupervised Domain Adaptive 3D Detection with Multi-Level Consistency
Zhi-Peng Luo, Zhongang Cai, Changqing Zhou, Gongjie Zhang +6 more
2021IEEE International Conference on Computer Vision96 citations Open access
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NoisyQuant: Noisy Bias-Enhanced Post-Training Activation Quantization for Vision Transformers
Yijiang Liu, Huanrui Yang, Zhen Dong, K. Keutzer +2 more
2022Computer Vision and Pattern Recognition95 citations Open access
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PointCLIP V2: Adapting CLIP for Powerful 3D Open-world Learning
Xiangyang Zhu, Renrui Zhang, Bowei He, Ziyao Zeng +2 more
2022arXiv.org93 citations Open access
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ViDA: Homeostatic Visual Domain Adapter for Continual Test Time Adaptation
Jiaming Liu, Senqiao Yang, Pei-Dong Jia, Ren-Rui Zhang +4 more
2023International Conference on Learning Representations91 citations Open access
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Contrastive Multimodal Fusion with TupleInfoNCE
Yunze Liu, Qingnan Fan, Shang-Hang Zhang, Hao Dong +2 more
2021IEEE International Conference on Computer Vision89 citations Open access
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Cross-Domain Object Detection with Mean-Teacher Transformer
Jinze Yu, Jiaming Liu, Xiaobao Wei, Haoyi Zhou +6 more
2022European Conference on Computer Vision85 citations Open access
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Dual Adversarial Semantics-Consistent Network for Generalized Zero-Shot Learning
Jiancheng Ni, Shang-Hang Zhang, Hai-Yong Xie
2019Neural Information Processing Systems78 citations
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Multiple Source Domain Adaptation with Adversarial Learning
H. Zhao, Shang-Hang Zhang, Guan-Hang Wu, J. Costeira +2 more
2018International Conference on Learning Representations74 citations
Semantic Scholar
MaCow: Masked Convolutional Generative Flow
Xuezhe Ma, Xiang Kong, Shang-Hang Zhang, E. Hovy
2019Neural Information Processing Systems69 citations
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P4Contrast: Contrastive Learning with Pairs of Point-Pixel Pairs for RGB-D Scene Understanding
Yunze Liu, Li Yi, Shang-Hang Zhang, Qingnan Fan +2 more
2020arXiv.org66 citations
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Rethinking Distributional Matching Based Domain Adaptation
Bo Li, Ye-Zhen Wang, Tong Che, Shang-Hang Zhang +5 more
2020arXiv.org66 citations
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Generalized Zero-Shot Text Classification for ICD Coding
Cong-Zheng Song, Shang-Hang Zhang, N. Sadoughi, Peng-Tao Xie +1 more
2020International Joint Conference on Artificial Intelligence54 citations Open access
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Learning to Understand Image Blur
Shang-Hang Zhang, Xiao-Hui Shen, Zhe L. Lin, R. Měch +2 more
20182018 IEEE/CVF Conference on Computer Vision and Pattern Recognition53 citations
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Exploring Sparse Visual Prompt for Domain Adaptive Dense Prediction
Senqiao Yang, Jia-Rui Wu, Jiaming Liu, Xiaoqi Li +5 more
2023AAAI Conference on Artificial Intelligence49 citations Open access
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Transfer Learning or Self-supervised Learning? A Tale of Two Pretraining Paradigms
Xingyi Yang, Xue-Hai He, Yuxiao Liang, Yue Yang +2 more
2020arXiv.org48 citations Open access
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P2FEViT: Plug-and-Play CNN Feature Embedded Hybrid Vision Transformer for Remote Sensing Image Classification
Guan-Qun Wang, He Chen, Liang Chen, Yin Zhuang +4 more
2023Remote Sensing44 citations Open access
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DNA: Domain Generalization with Diversified Neural Averaging
Xu Chu, Yujie Jin, Wen-Wu Zhu, Ya-Sha Wang +3 more
2022International Conference on Machine Learning43 citations
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Cross-Domain Sentiment Classification with Contrastive Learning and Mutual Information Maximization
Tian Li, Xiang Chen, Shang-Hang Zhang, Zhen Dong +1 more
2020IEEE International Conference on Acoustics, Speech, and Signal Processing43 citations
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Multiple Source Domain Adaptation with Adversarial Training of Neural Networks
H. Zhao, Shang-Hang Zhang, Guan-Hang Wu, J. Costeira +2 more
2017arXiv.org43 citations
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UniOcc: Unifying Vision-Centric 3D Occupancy Prediction with Geometric and Semantic Rendering
Mingjie Pan, Li Liu, Jiaming Liu, Peixiang Huang +5 more
2023arXiv.org42 citations Open access
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Chain of Thought Prompt Tuning in Vision Language Models
Jiaxin Ge, Hong-Yin Luo, Si-Yuan Qian, Yulu Gan +2 more
202341 citations
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Annealing-based Label-Transfer Learning for Open World Object Detection
Yuqing Ma, Hainan Li, Zhan-Ge Zhang, Jin-Yang Guo +3 more
2023Computer Vision and Pattern Recognition40 citations
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BEV-SAN: Accurate BEV 3D Object Detection via Slice Attention Networks
Xiao-Wei Chi, Jiaming Liu, Ming Lu, Rongyu Zhang +3 more
2022Computer Vision and Pattern Recognition37 citations
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Compositional Few-Shot Recognition with Primitive Discovery and Enhancing
Yi-Xiong Zou, Shang-Hang Zhang, Ke Chen, Yong-Hong Tian +2 more
2020ACM Multimedia33 citations Open access
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Traffic flow from a low frame rate city camera
E. Toropov, Liangyan Gui, Shang-Hang Zhang, S. Kottur +1 more
2015International Conference on Information Photonics31 citations
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Integer or Floating Point? New Outlooks for Low-Bit Quantization on Large Language Models
Yijia Zhang, Lingran Zhao, Shi-Jie Cao, Si-Cheng Zhang +6 more
2023IEEE International Conference on Multimedia and Expo30 citations
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Cloud-Device Collaborative Adaptation to Continual Changing Environments in the Real-World
Yulu Gan, Mingjie Pan, Rongyu Zhang, Zijian Ling +3 more
2022Computer Vision and Pattern Recognition30 citations Open access
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Open-Vocabulary 3D Detection via Image-level Class and Debiased Cross-modal Contrastive Learning
Yuheng Lu, Chen-Feng Xu, Xiaobao Wei, Xiaodong Xie +3 more
2022arXiv.org29 citations Open access
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