From Content to Knowledge: Lightning Fast Long-Video Understanding with Neural Knowledge Representations
Yuchen Guan, X. Li, Zongyu Guo, Xiaoyi Zhang, Xiulian Peng, Chun Yuan, Yan Lu
ICML 2026 | June 2026
Xiulian Peng
Principal Researcher
출판물
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Bitrate-Controlled Diffusion for Disentangling Motion and Content in Video
Xiao Li, Qi Chen, Xiulian Peng, Kai Yu, Xie Chen, Yan Lu
September 2025
arXiv | September 2025
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QDFormer: Towards Robust Audiovisual Segmentation in Complex Environments with Quantization-based Semantic Decomposition
Xiang Li, Jinglu Wang, Xiaohao Xu, Xiulian Peng, Rita Singh, Yan Lu, Bhiksha Raj
CVPR 2024 | September 2023
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Multi-Modal Multi-Correlation Learning for Audio-Visual Speech Separation
Xiaoyu Wang, Xiangyu Kong, Xiulian Peng, Yan Lu
INTERSPEECH 2022 | September 2022
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End-to-End Neural Speech Coding for Real-Time Communications
Xue Jiang, Xiulian Peng, Chengyu Zheng, Huaying Xue, Yuan Zhang, Yan Lu
ICASSP 2022 | February 2022
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Interactive Speech and Noise Modeling for Speech Enhancement
Chengyu Zheng, Xiulian Peng, Yuan Zhang, Sriram Srinivasan, Yan Lu
AAAI 2021 | December 2020
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Frequency-domain dynamic pruning for convolutional neural networks
Zhenhua Liu, Jizheng Xu, Xiulian Peng, Ruiqin Xiong
Thirty-second Conference on Neural Information Processing Systems | December 2018
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Convolutional Neural Network-Based Arithmetic Coding of DC Coefficients for HEVC Intra Coding
Changyue Ma, Dong Liu, Xiulian Peng, Feng Wu
2018 25th IEEE International Conference on Image Processing (ICIP) | October 2018
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End-to-end united video dehazing and detection
Boyi Li, Xiulian Peng, Zhangyang Wang, Ji-Zheng Xu, Dan Feng
Thirty-second AAAI Conference on Artificial Intelligence | February 2018
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Reference clip for inter prediction in video coding
Changyue Ma , Dong Liu, Xiulian Peng, Feng Wu, Houqiang Li, Tingting Wang
IEEE Transactions on Circuits and Systems for Video Technology | November 2017
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AOD-Net: all-in-one dehazing network
Boyi Li, Xiulian Peng, Zhangyang Wang, Ji-Zheng Xu, Dan Feng
International Conference on Computer Vision | October 2017
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Surveillance video coding with vehicle library
Changyue Ma, Dong Liu, Xiulian Peng, Feng Wu
2017 IEEE International Conference on Image Processing (ICIP) | September 2017
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Unequal error protection for scalable video storage in the cloud
Xiaodan Song, Xiulian Peng, Ji-Zheng Xu, Guangming Shi, Feng Wu
IEEE Transactions on Multimedia | September 2017, 제 20 권(3)
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Distributed compressive sensing for cloud-based wireless image transmission
Xiaodan Song, Xiulian Peng, Ji-Zheng Xu, Guangming Shi, Feng Wu
IEEE Transactions on Multimedia | January 2017, 제 19 권(6)
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Scene-aware joint global and local homographic video coding
Xiulian Peng, Ji-Zheng Xu, Gary J. Sullivan
SPIE 9971, Applications of Digital Image Processing XXXIX | September 2016
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Hash-based line-by-line template matching for lossless screen image coding
Xiulian Peng, Ji-Zheng Xu
IEEE Transactions on Image Processing | September 2016, 제 25 권(12)
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Compressive sensing based image transmission with side information at the decoder
Xiaodan Song, Xiulian Peng, Ji-Zheng Xu, Guangming Shi, Feng Wu
2015 Visual Communications and Image Processing (VCIP) | December 2015
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Unequal error protection for scalable video storage in the cloud
Xiaodan Song, Xiulian Peng, Ji-Zheng Xu, Guangming Shi, Feng Wu
2015 IEEE International Conference on Multimedia and Expo (ICME) | June 2015
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Cloud-based distributed image coding
Xiaodan Song, Xiulian Peng, Ji-Zheng Xu, Guangming Shi, Feng Wu
IEEE Transactions on Circuits and Systems for Video Technology | March 2015, 제 25 권(12)
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Cloud-based distributed image coding
Xiaodan Song, Xiulian Peng, Ji-Zheng Xu, Feng Wu
2014 IEEE International Conference on Image Processing (ICIP) | October 2014
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LineCast: line-based distributed coding and transmission for broadcasting satellite images
Feng Wu, Xiulian Peng, Ji-Zheng Xu
IEEE Transactions on Image Processing | January 2014, 제 23 권(3)
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From Content to Knowledge: Lightning Fast Long-Video Understanding with Neural Knowledge Representations
Yuchen Guan, X. Li, Zongyu Guo, Xiaoyi Zhang, Xiulian Peng, Chun Yuan, Yan Lu
ICML 2026 | June 2026
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QDFormer: Towards Robust Audiovisual Segmentation in Complex Environments with Quantization-based Semantic Decomposition
Xiang Li, Jinglu Wang, Xiaohao Xu, Xiulian Peng, Rita Singh, Yan Lu, Bhiksha Raj
CVPR 2024 | September 2023
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End-to-end united video dehazing and detection
Boyi Li, Xiulian Peng, Zhangyang Wang, Ji-Zheng Xu, Dan Feng
Thirty-second AAAI Conference on Artificial Intelligence | February 2018
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AOD-Net: all-in-one dehazing network
Boyi Li, Xiulian Peng, Zhangyang Wang, Ji-Zheng Xu, Dan Feng
International Conference on Computer Vision | October 2017
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Bitrate-Controlled Diffusion for Disentangling Motion and Content in Video
Xiao Li, Qi Chen, Xiulian Peng, Kai Yu, Xie Chen, Yan Lu
September 2025
arXiv | September 2025
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Multi-Modal Multi-Correlation Learning for Audio-Visual Speech Separation
Xiaoyu Wang, Xiangyu Kong, Xiulian Peng, Yan Lu
INTERSPEECH 2022 | September 2022
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Frequency-domain dynamic pruning for convolutional neural networks
Zhenhua Liu, Jizheng Xu, Xiulian Peng, Ruiqin Xiong
Thirty-second Conference on Neural Information Processing Systems | December 2018
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Multi-Modal Multi-Correlation Learning for Audio-Visual Speech Separation
Xiaoyu Wang, Xiangyu Kong, Xiulian Peng, Yan Lu
INTERSPEECH 2022 | September 2022
-
End-to-End Neural Speech Coding for Real-Time Communications
Xue Jiang, Xiulian Peng, Chengyu Zheng, Huaying Xue, Yuan Zhang, Yan Lu
ICASSP 2022 | February 2022
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Interactive Speech and Noise Modeling for Speech Enhancement
Chengyu Zheng, Xiulian Peng, Yuan Zhang, Sriram Srinivasan, Yan Lu
AAAI 2021 | December 2020
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Convolutional Neural Network-Based Arithmetic Coding of DC Coefficients for HEVC Intra Coding
Changyue Ma, Dong Liu, Xiulian Peng, Feng Wu
2018 25th IEEE International Conference on Image Processing (ICIP) | October 2018
-
Reference clip for inter prediction in video coding
Changyue Ma , Dong Liu, Xiulian Peng, Feng Wu, Houqiang Li, Tingting Wang
IEEE Transactions on Circuits and Systems for Video Technology | November 2017
-
Surveillance video coding with vehicle library
Changyue Ma, Dong Liu, Xiulian Peng, Feng Wu
2017 IEEE International Conference on Image Processing (ICIP) | September 2017
-
Distributed compressive sensing for cloud-based wireless image transmission
Xiaodan Song, Xiulian Peng, Ji-Zheng Xu, Guangming Shi, Feng Wu
IEEE Transactions on Multimedia | January 2017, 제 19 권(6)
-
Scene-aware joint global and local homographic video coding
Xiulian Peng, Ji-Zheng Xu, Gary J. Sullivan
SPIE 9971, Applications of Digital Image Processing XXXIX | September 2016
-
Hash-based line-by-line template matching for lossless screen image coding
Xiulian Peng, Ji-Zheng Xu
IEEE Transactions on Image Processing | September 2016, 제 25 권(12)
-
Compressive sensing based image transmission with side information at the decoder
Xiaodan Song, Xiulian Peng, Ji-Zheng Xu, Guangming Shi, Feng Wu
2015 Visual Communications and Image Processing (VCIP) | December 2015
-
Unequal error protection for scalable video storage in the cloud
Xiaodan Song, Xiulian Peng, Ji-Zheng Xu, Guangming Shi, Feng Wu
2015 IEEE International Conference on Multimedia and Expo (ICME) | June 2015
-
Cloud-based distributed image coding
Xiaodan Song, Xiulian Peng, Ji-Zheng Xu, Feng Wu
2014 IEEE International Conference on Image Processing (ICIP) | October 2014
-
LineCast: line-based distributed coding and transmission for broadcasting satellite images
Feng Wu, Xiulian Peng, Ji-Zheng Xu
IEEE Transactions on Image Processing | January 2014, 제 23 권(3)
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Cloud-based distributed image coding
Xiaodan Song, Xiulian Peng, Ji-Zheng Xu, Guangming Shi, Feng Wu
IEEE Transactions on Circuits and Systems for Video Technology | March 2015, 제 25 권(12)
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Unequal error protection for scalable video storage in the cloud
Xiaodan Song, Xiulian Peng, Ji-Zheng Xu, Guangming Shi, Feng Wu
IEEE Transactions on Multimedia | September 2017, 제 20 권(3)
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From Content to Knowledge: Lightning Fast Long-Video Understanding with Neural Knowledge Representations
Yuchen Guan, X. Li, Zongyu Guo, Xiaoyi Zhang, Xiulian Peng, Chun Yuan, Yan Lu
ICML 2026 | June 2026
-
QDFormer: Towards Robust Audiovisual Segmentation in Complex Environments with Quantization-based Semantic Decomposition
Xiang Li, Jinglu Wang, Xiaohao Xu, Xiulian Peng, Rita Singh, Yan Lu, Bhiksha Raj
CVPR 2024 | September 2023
-
Multi-Modal Multi-Correlation Learning for Audio-Visual Speech Separation
Xiaoyu Wang, Xiangyu Kong, Xiulian Peng, Yan Lu
INTERSPEECH 2022 | September 2022
-
End-to-End Neural Speech Coding for Real-Time Communications
Xue Jiang, Xiulian Peng, Chengyu Zheng, Huaying Xue, Yuan Zhang, Yan Lu
ICASSP 2022 | February 2022
-
Interactive Speech and Noise Modeling for Speech Enhancement
Chengyu Zheng, Xiulian Peng, Yuan Zhang, Sriram Srinivasan, Yan Lu
AAAI 2021 | December 2020
-
Frequency-domain dynamic pruning for convolutional neural networks
Zhenhua Liu, Jizheng Xu, Xiulian Peng, Ruiqin Xiong
Thirty-second Conference on Neural Information Processing Systems | December 2018
-
Convolutional Neural Network-Based Arithmetic Coding of DC Coefficients for HEVC Intra Coding
Changyue Ma, Dong Liu, Xiulian Peng, Feng Wu
2018 25th IEEE International Conference on Image Processing (ICIP) | October 2018
-
End-to-end united video dehazing and detection
Boyi Li, Xiulian Peng, Zhangyang Wang, Ji-Zheng Xu, Dan Feng
Thirty-second AAAI Conference on Artificial Intelligence | February 2018
-
AOD-Net: all-in-one dehazing network
Boyi Li, Xiulian Peng, Zhangyang Wang, Ji-Zheng Xu, Dan Feng
International Conference on Computer Vision | October 2017
-
Surveillance video coding with vehicle library
Changyue Ma, Dong Liu, Xiulian Peng, Feng Wu
2017 IEEE International Conference on Image Processing (ICIP) | September 2017
-
Scene-aware joint global and local homographic video coding
Xiulian Peng, Ji-Zheng Xu, Gary J. Sullivan
SPIE 9971, Applications of Digital Image Processing XXXIX | September 2016
-
Compressive sensing based image transmission with side information at the decoder
Xiaodan Song, Xiulian Peng, Ji-Zheng Xu, Guangming Shi, Feng Wu
2015 Visual Communications and Image Processing (VCIP) | December 2015
-
Unequal error protection for scalable video storage in the cloud
Xiaodan Song, Xiulian Peng, Ji-Zheng Xu, Guangming Shi, Feng Wu
2015 IEEE International Conference on Multimedia and Expo (ICME) | June 2015
-
Cloud-based distributed image coding
Xiaodan Song, Xiulian Peng, Ji-Zheng Xu, Feng Wu
2014 IEEE International Conference on Image Processing (ICIP) | October 2014
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-
-
Bitrate-Controlled Diffusion for Disentangling Motion and Content in Video
Xiao Li, Qi Chen, Xiulian Peng, Kai Yu, Xie Chen, Yan Lu
September 2025
arXiv | September 2025
-
-
-
Reference clip for inter prediction in video coding
Changyue Ma , Dong Liu, Xiulian Peng, Feng Wu, Houqiang Li, Tingting Wang
IEEE Transactions on Circuits and Systems for Video Technology | November 2017
-
Unequal error protection for scalable video storage in the cloud
Xiaodan Song, Xiulian Peng, Ji-Zheng Xu, Guangming Shi, Feng Wu
IEEE Transactions on Multimedia | September 2017, 제 20 권(3)
-
Distributed compressive sensing for cloud-based wireless image transmission
Xiaodan Song, Xiulian Peng, Ji-Zheng Xu, Guangming Shi, Feng Wu
IEEE Transactions on Multimedia | January 2017, 제 19 권(6)
-
Hash-based line-by-line template matching for lossless screen image coding
Xiulian Peng, Ji-Zheng Xu
IEEE Transactions on Image Processing | September 2016, 제 25 권(12)
-
Cloud-based distributed image coding
Xiaodan Song, Xiulian Peng, Ji-Zheng Xu, Guangming Shi, Feng Wu
IEEE Transactions on Circuits and Systems for Video Technology | March 2015, 제 25 권(12)
-
LineCast: line-based distributed coding and transmission for broadcasting satellite images
Feng Wu, Xiulian Peng, Ji-Zheng Xu
IEEE Transactions on Image Processing | January 2014, 제 23 권(3)
-