Xiaodan Song

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 28

Top Topics

Image Transmission

Object Detection

Compressive Sensing

Top Venues

IEEE Trans. Multim.

Publications

Minxi Yang, Dahua Gao, Feng Xie, Jiaxuan Li, Xiaodan Song, Guangming Shi
SG2SC: A Generative Semantic Communication Framework for Scene Understanding-Oriented Image Transmission. ICASSP (2024)
Minxi Yang, Dahua Gao, Jiaxuan Li, Wenlong Xu, Xiaodan Song, Guangming Shi
Mosic: Multimodal Semantic Integrated Communication for Health Monitoring in Iot Scenarios. ICASSP (2024)
Zhenyuan Wang, Xuemei Xie, Xiaodan Song, Jianxiu Yang
GRA-Net: Group response attention for deep learning. Neurocomputing 605 (2024)
Le Hou, Richard Yuanzhe Pang, Tianyi Zhou, Yuexin Wu, Xinying Song, Xiaodan Song, Denny Zhou
Token Dropping for Efficient BERT Pretraining. ACL (1) (2022)
Wuyang Chen, Wei Huang, Xianzhi Du, Xiaodan Song, Zhangyang Wang, Denny Zhou
Auto-scaling Vision Transformers without Training. ICLR (2022)
Le Hou, Richard Yuanzhe Pang, Tianyi Zhou, Yuexin Wu, Xinying Song, Xiaodan Song, Denny Zhou
Token Dropping for Efficient BERT Pretraining. CoRR (2022)
Wuyang Chen, Wei Huang, Xianzhi Du, Xiaodan Song, Zhangyang Wang, Denny Zhou
Auto-scaling Vision Transformers without Training. CoRR (2022)
Wuyang Chen, Xianzhi Du, Fan Yang, Lucas Beyer, Xiaohua Zhai, Tsung-Yi Lin, Huizhong Chen, Jing Li, Xiaodan Song, Zhangyang Wang, Denny Zhou
A Simple Single-Scale Vision Transformer for Object Detection and Instance Segmentation. ECCV (10) (2022)
Guangming Shi, Dahua Gao, Xiaodan Song, Jingxuan Chai, Minxi Yang, Xuemei Xie, Leida Li, Xuyang Li
A new communication paradigm: from bit accuracy to semantic fidelity. CoRR (2021)
Wuyang Chen, Xianzhi Du, Fan Yang, Lucas Beyer, Xiaohua Zhai, Tsung-Yi Lin, Huizhong Chen, Jing Li, Xiaodan Song, Zhangyang Wang, Denny Zhou
A Simple Single-Scale Vision Transformer for Object Localization and Instance Segmentation. CoRR (2021)
Shuo Yang, Le Hou, Xiaodan Song, Qiang Liu, Denny Zhou
Speeding up Deep Model Training by Sharing Weights and Then Unsharing. CoRR (2021)
Xianzhi Du, Tsung-Yi Lin, Pengchong Jin, Yin Cui, Mingxing Tan, Quoc V. Le, Xiaodan Song
Efficient Scale-Permuted Backbone with Learned Resource Distribution. ECCV (23) (2020)
Zhiqing Sun, Hongkun Yu, Xiaodan Song, Renjie Liu, Yiming Yang, Denny Zhou
MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices. ACL (2020)
Zhiqing Sun, Hongkun Yu, Xiaodan Song, Renjie Liu, Yiming Yang, Denny Zhou
MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices. CoRR (2020)
Denny Zhou, Mao Ye, Chen Chen, Tianjian Meng, Mingxing Tan, Xiaodan Song, Quoc V. Le, Qiang Liu, Dale Schuurmans
Go Wide, Then Narrow: Efficient Training of Deep Thin Networks. ICML (2020)
Jiahui Yu, Pengchong Jin, Hanxiao Liu, Gabriel Bender, Pieter-Jan Kindermans, Mingxing Tan, Thomas S. Huang, Xiaodan Song, Ruoming Pang, Quoc V. Le
BigNAS: Scaling Up Neural Architecture Search with Big Single-Stage Models. CoRR (2020)
Jiahui Yu, Pengchong Jin, Hanxiao Liu, Gabriel Bender, Pieter-Jan Kindermans, Mingxing Tan, Thomas S. Huang, Xiaodan Song, Ruoming Pang, Quoc Le
BigNAS: Scaling up Neural Architecture Search with Big Single-Stage Models. ECCV (7) (2020)
Yang You, Jing Li, Sashank J. Reddi, Jonathan Hseu, Sanjiv Kumar, Srinadh Bhojanapalli, Xiaodan Song, James Demmel, Kurt Keutzer, Cho-Jui Hsieh
Large Batch Optimization for Deep Learning: Training BERT in 76 minutes. ICLR (2020)
Xianzhi Du, Tsung-Yi Lin, Pengchong Jin, Yin Cui, Mingxing Tan, Quoc V. Le, Xiaodan Song
Efficient Scale-Permuted Backbone with Learned Resource Distribution. CoRR (2020)
Denny Zhou, Mao Ye, Chen Chen, Tianjian Meng, Mingxing Tan, Xiaodan Song, Quoc V. Le, Qiang Liu, Dale Schuurmans
Go Wide, Then Narrow: Efficient Training of Deep Thin Networks. CoRR (2020)
Xianzhi Du, Tsung-Yi Lin, Pengchong Jin, Golnaz Ghiasi, Mingxing Tan, Yin Cui, Quoc V. Le, Xiaodan Song
SpineNet: Learning Scale-Permuted Backbone for Recognition and Localization. CVPR (2020)
Le Hou, Youlong Cheng, Noam Shazeer, Niki Parmar, Yeqing Li, Panagiotis Korfiatis, Travis M. Drucker, Daniel J. Blezek, Xiaodan Song
High Resolution Medical Image Analysis with Spatial Partitioning. CoRR (2019)
Xianzhi Du, Tsung-Yi Lin, Pengchong Jin, Golnaz Ghiasi, Mingxing Tan, Yin Cui, Quoc V. Le, Xiaodan Song
SpineNet: Learning Scale-Permuted Backbone for Recognition and Localization. CoRR (2019)
Yang You, Jing Li, Jonathan Hseu, Xiaodan Song, James Demmel, Cho-Jui Hsieh
Reducing BERT Pre-Training Time from 3 Days to 76 Minutes. CoRR (2019)
Xiaodan Song, Xiulian Peng, Jizheng Xu, Guangming Shi, Feng Wu
Unequal Error Protection for Scalable Video Storage in the Cloud. IEEE Trans. Multim. 20 (3) (2018)
Xiaodan Song, Jiabao Yao, Lulu Zhou, Li Wang, Xiaoyang Wu, Di Xie, Shiliang Pu
A practical convolutional neural network as loop filter for intra frame. CoRR (2018)
Xiaodan Song, Jiabao Yao, Lulu Zhou, Li Wang, Xiaoyang Wu, Di Xie, Shiliang Pu
A Practical Convolutional Neural Network as Loop Filter for Intra Frame. ICIP (2018)
Xiaodan Song, Xiulian Peng, Jizheng Xu, Guangming Shi, Feng Wu
Distributed Compressive Sensing for Cloud-Based Wireless Image Transmission. IEEE Trans. Multim. 19 (6) (2017)
Xiaodan Song, Xiulian Peng, Jizheng Xu, Guangming Shi, Feng Wu
Unequal error protection for scalable video storage in the cloud. ICME (2015)
Xiaodan Song, Xiulian Peng, Jizheng Xu, Guangming Shi, Feng Wu
Cloud-Based Distributed Image Coding. IEEE Trans. Circuits Syst. Video Technol. 25 (12) (2015)
Xiaodan Song, Xiulian Peng, Jizheng Xu, Guangming Shi, Feng Wu
Compressive sensing based image transmission with side information at the decoder. VCIP (2015)
Xiaodan Song, Xiulian Peng, Jizheng Xu, Feng Wu
Cloud-based distributed image coding. ICIP (2014)
Yun Chi, Xiaodan Song, Dengyong Zhou, Koji Hino, Belle L. Tseng
On evolutionary spectral clustering. ACM Trans. Knowl. Discov. Data 3 (4) (2009)
Ding Zhou, Shenghuo Zhu, Kai Yu, Xiaodan Song, Belle L. Tseng, Hongyuan Zha, C. Lee Giles
Learning multiple graphs for document recommendations. WWW (2008)
Xiaodan Song, Yun Chi, Koji Hino, Belle L. Tseng
Information flow modeling based on diffusion rate for prediction and ranking. WWW (2007)
Xiaodan Song, Yun Chi, Koji Hino, Belle L. Tseng
Identifying opinion leaders in the blogosphere. CIKM (2007)
Yun Chi, Xiaodan Song, Dengyong Zhou, Koji Hino, Belle L. Tseng
Evolutionary spectral clustering by incorporating temporal smoothness. KDD (2007)
Xiaodan Song, Yun Chi, Koji Hino, Belle L. Tseng
Summarization System by Identifying Influential Blogs. ICWSM (2007)
Akshay Java, Xiaodan Song, Tim Finin, Belle L. Tseng
Why We Twitter: An Analysis of a Microblogging Community. WebKDD/SNA-KDD (2007)
Yun Chi, Shenghuo Zhu, Xiaodan Song, Jun'ichi Tatemura, Belle L. Tseng
Structural and temporal analysis of the blogosphere through community factorization. KDD (2007)
Xiaodan Song, Ching-Yung Lin, Belle L. Tseng, Ming-Ting Sun
Modeling Evolutionary Behaviors for Community-based Dynamic Recommendation. SDM (2006)
Xiaodan Song, Belle L. Tseng, Ching-Yung Lin, Ming-Ting Sun
Personalized recommendation driven by information flow. SIGIR (2006)
Yu-Ru Lin, Wen-Yen Chen, Xiaolin Shi, Richard Sia, Xiaodan Song, Yun Chi, Koji Hino, Hari Sundaram, Jun'ichi Tatemura, Belle L. Tseng
The Splog Detection Task and A Solution Based on Temporal and Link Properties. TREC (2006)
Xiaodan Song, Ching-Yung Lin, Belle L. Tseng, Ming-Ting Sun
Modeling and predicting personal information dissemination behavior. KDD (2005)
Xiaodan Song, Belle L. Tseng, Ching-Yung Lin, Ming-Ting Sun
ExpertiseNet: Relational and Evolutionary Expert Modeling. User Modeling (2005)
Xiaodan Song, Ching-Yung Lin, Ming-Ting Sun
Autonomous learning of visual concept models. ISCAS (5) (2005)
Ching-Yung Lin, Xiaodan Song, Gang Wu
Imperfect learning for autonomous concept modeling. Storage and Retrieval Methods and Applications for Multimedia (2005)
Xiaodan Song, Ching-Yung Lin, Ming-Ting Sun
Speech-Based Visual Concept Learning Using Wordnet. ICME (2005)
Xiaodan Song, Ching-Yung Lin, Ming-Ting Sun
Cross-Modality Automatic Face Model Training from Large Video Databases. CVPR Workshops (2004)
Xiaodan Song, Ching-Yung Lin, Ming-Ting Sun
Autonomous visual model building based on image crawling through internet search engines. Multimedia Information Retrieval (2004)
Fei Liu, Yupin Luo, Xiaodan Song, Dongcheng Hu
Active surface model-based adaptive thresholding algorithm by repulsive external force. J. Electronic Imaging 12 (2) (2003)
Fei Liu, Xiaodan Song, Yupin Luo, Dongcheng Hu
Unsupervised Mumford-Shah energy based hybrid of texture and nontexture image segmentation. ICIP (2) (2002)