Xiaodan Song

According to our database, Xiaodan Song authored at least 40 papers between 2002 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Auto-scaling Vision Transformers without Training.

Wuyang Chen, Wei Huang, Xianzhi Du, Xiaodan Song, Zhangyang Wang, Denny Zhou

Proceedings of the Tenth International Conference on Learning Representations, 2022

A Simple Single-Scale Vision Transformer for Object Detection and Instance Segmentation.

Wuyang Chen, Xianzhi Du, Fan Yang, Lucas Beyer, Xiaohua Zhai, Tsung-Yi Lin, Huizhong Chen, Jing Li, Xiaodan Song, Zhangyang Wang, Denny Zhou

Proceedings of the Computer Vision - ECCV 2022, 2022

Token Dropping for Efficient BERT Pretraining.

Le Hou, Richard Yuanzhe Pang, Tianyi Zhou, Yuexin Wu, Xinying Song, Xiaodan Song, Denny Zhou

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

A Simple Single-Scale Vision Transformer for Object Localization and Instance Segmentation.

Wuyang Chen, Xianzhi Du, Fan Yang, Lucas Beyer, Xiaohua Zhai, Tsung-Yi Lin, Huizhong Chen, Jing Li, Xiaodan Song, Zhangyang Wang, Denny Zhou

CoRR, 2021

Speeding up Deep Model Training by Sharing Weights and Then Unsharing.

Shuo Yang, Le Hou, Xiaodan Song, Qiang Liu, Denny Zhou

CoRR, 2021

A new communication paradigm: from bit accuracy to semantic fidelity.

Guangming Shi, Dahua Gao, Xiaodan Song, Jingxuan Chai, Minxi Yang, Xuemei Xie, Leida Li, Xuyang Li

CoRR, 2021

2020

Go Wide, Then Narrow: Efficient Training of Deep Thin Networks.

Denny Zhou, Mao Ye, Chen Chen, Tianjian Meng, Mingxing Tan, Xiaodan Song, Quoc V. Le, Qiang Liu, Dale Schuurmans

Proceedings of the 37th International Conference on Machine Learning, 2020

Large Batch Optimization for Deep Learning: Training BERT in 76 minutes.

Yang You, Jing Li, Sashank J. Reddi, Jonathan Hseu, Sanjiv Kumar, Srinadh Bhojanapalli, Xiaodan Song, James Demmel, Kurt Keutzer, Cho-Jui Hsieh

Proceedings of the 8th International Conference on Learning Representations, 2020

BigNAS: Scaling up Neural Architecture Search with Big Single-Stage Models.

Jiahui Yu, Pengchong Jin, Hanxiao Liu, Gabriel Bender, Pieter-Jan Kindermans, Mingxing Tan, Thomas S. Huang, Xiaodan Song, Ruoming Pang, Quoc Le

Proceedings of the Computer Vision - ECCV 2020, 2020

Efficient Scale-Permuted Backbone with Learned Resource Distribution.

Xianzhi Du, Tsung-Yi Lin, Pengchong Jin, Yin Cui, Mingxing Tan, Quoc V. Le, Xiaodan Song

Proceedings of the Computer Vision - ECCV 2020, 2020

SpineNet: Learning Scale-Permuted Backbone for Recognition and Localization.

Xianzhi Du, Tsung-Yi Lin, Pengchong Jin, Golnaz Ghiasi, Mingxing Tan, Yin Cui, Quoc V. Le, Xiaodan Song

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices.

Zhiqing Sun, Hongkun Yu, Xiaodan Song, Renjie Liu, Yiming Yang, Denny Zhou

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

High Resolution Medical Image Analysis with Spatial Partitioning.

Le Hou, Youlong Cheng, Noam Shazeer, Niki Parmar, Yeqing Li, Panagiotis Korfiatis, Travis M. Drucker, Daniel J. Blezek, Xiaodan Song

CoRR, 2019

Reducing BERT Pre-Training Time from 3 Days to 76 Minutes.

Yang You, Jing Li, Jonathan Hseu, Xiaodan Song, James Demmel, Cho-Jui Hsieh

CoRR, 2019

2018

Unequal Error Protection for Scalable Video Storage in the Cloud.

Xiaodan Song, Xiulian Peng, Jizheng Xu, Guangming Shi, Feng Wu

IEEE Trans. Multim., 2018

A Practical Convolutional Neural Network as Loop Filter for Intra Frame.

Xiaodan Song, Jiabao Yao, Lulu Zhou, Li Wang, Xiaoyang Wu, Di Xie, Shiliang Pu

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017

Distributed Compressive Sensing for Cloud-Based Wireless Image Transmission.

Xiaodan Song, Xiulian Peng, Jizheng Xu, Guangming Shi, Feng Wu

IEEE Trans. Multim., 2017

2015

Cloud-Based Distributed Image Coding.

Xiaodan Song, Xiulian Peng, Jizheng Xu, Guangming Shi, Feng Wu

IEEE Trans. Circuits Syst. Video Technol., 2015

Compressive sensing based image transmission with side information at the decoder.

Xiaodan Song, Xiulian Peng, Jizheng Xu, Guangming Shi, Feng Wu

Proceedings of the 2015 Visual Communications and Image Processing, 2015

2014

Cloud-based distributed image coding.

Xiaodan Song, Xiulian Peng, Jizheng Xu, Feng Wu

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2009

On evolutionary spectral clustering.

Yun Chi, Xiaodan Song, Dengyong Zhou, Koji Hino, Belle L. Tseng

ACM Trans. Knowl. Discov. Data, 2009

2008

Learning multiple graphs for document recommendations.

Ding Zhou, Shenghuo Zhu, Kai Yu, Xiaodan Song, Belle L. Tseng, Hongyuan Zha, C. Lee Giles

Proceedings of the 17th International Conference on World Wide Web, 2008

2007

Information flow modeling based on diffusion rate for prediction and ranking.

Xiaodan Song, Yun Chi, Koji Hino, Belle L. Tseng

Proceedings of the 16th International Conference on World Wide Web, 2007

Why We Twitter: An Analysis of a Microblogging Community.

Akshay Java, Xiaodan Song, Tim Finin, Belle L. Tseng

Proceedings of the Advances in Web Mining and Web Usage Analysis, 2007

Structural and temporal analysis of the blogosphere through community factorization.

Yun Chi, Shenghuo Zhu, Xiaodan Song, Jun'ichi Tatemura, Belle L. Tseng

Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

Evolutionary spectral clustering by incorporating temporal smoothness.

Yun Chi, Xiaodan Song, Dengyong Zhou, Koji Hino, Belle L. Tseng

Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

Summarization System by Identifying Influential Blogs.

Xiaodan Song, Yun Chi, Koji Hino, Belle L. Tseng

Proceedings of the First International Conference on Weblogs and Social Media, 2007

Identifying opinion leaders in the blogosphere.

Xiaodan Song, Yun Chi, Koji Hino, Belle L. Tseng

Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007

2006

The Splog Detection Task and A Solution Based on Temporal and Link Properties.

Yu-Ru Lin, Wen-Yen Chen, Xiaolin Shi, Richard Sia, Xiaodan Song, Yun Chi, Koji Hino, Hari Sundaram, Jun'ichi Tatemura, Belle L. Tseng

Proceedings of the Fifteenth Text REtrieval Conference, 2006

Personalized recommendation driven by information flow.

Xiaodan Song, Belle L. Tseng, Ching-Yung Lin, Ming-Ting Sun

Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

Modeling Evolutionary Behaviors for Community-based Dynamic Recommendation.

Xiaodan Song, Ching-Yung Lin, Belle L. Tseng, Ming-Ting Sun

Proceedings of the Sixth SIAM International Conference on Data Mining, 2006

2005

ExpertiseNet: Relational and Evolutionary Expert Modeling.

Xiaodan Song, Belle L. Tseng, Ching-Yung Lin, Ming-Ting Sun

Proceedings of the User Modeling 2005, 2005

Imperfect learning for autonomous concept modeling.

Ching-Yung Lin, Xiaodan Song, Gang Wu

Proceedings of the Storage and Retrieval Methods and Applications for Multimedia 2005, 2005

Modeling and predicting personal information dissemination behavior.

Xiaodan Song, Ching-Yung Lin, Belle L. Tseng, Ming-Ting Sun

Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005

Autonomous learning of visual concept models.

Xiaodan Song, Ching-Yung Lin, Ming-Ting Sun

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

Speech-Based Visual Concept Learning Using Wordnet.

Xiaodan Song, Ching-Yung Lin, Ming-Ting Sun

Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

2004

Autonomous visual model building based on image crawling through internet search engines.

Xiaodan Song, Ching-Yung Lin, Ming-Ting Sun

Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2004

Cross-Modality Automatic Face Model Training from Large Video Databases.

Xiaodan Song, Ching-Yung Lin, Ming-Ting Sun

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

2003

Active surface model-based adaptive thresholding algorithm by repulsive external force.

Fei Liu, Yupin Luo, Xiaodan Song, Dongcheng Hu

J. Electronic Imaging, 2003

2002

Unsupervised Mumford-Shah energy based hybrid of texture and nontexture image segmentation.

Fei Liu, Xiaodan Song, Yupin Luo, Dongcheng Hu

Proceedings of the 2002 International Conference on Image Processing, 2002