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Xiangyu Zou
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Journal Articles
- 2024
- [j14]Cai Deng
, Xiangyu Zou
, Qi Chen
, Bo Tang
, Wen Xia
:
The Design of a Lossless Deduplication Scheme to Eliminate Fine-Grained Redundancy for JPEG Image Storage Systems. IEEE Trans. Computers 73(5): 1385-1399 (2024) - [j13]Donglei Wu
, Weihao Yang, Haoyu Jin, Xiangyu Zou
, Wen Xia, Binxing Fang:
FedComp: A Federated Learning Compression Framework for Resource-Constrained Edge Computing Devices. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(1): 230-243 (2024) - 2023
- [j12]Junhao Fang, Xiangyu Zou, Chongwen Huang, Zhaohui Yang, Yongjun Xu
, Xiao Chen, Jianfeng Shi, Mohammad Shikh-Bahaei:
Deep Learning for Secure Transmission in Reconfigurable Intelligent Surface-Assisted Communications. J. Commun. Inf. Networks 8(1): 122-132 (2023) - [j11]Donglei Wu
, Weihao Yang
, Xiangyu Zou
, Wen Xia
, Shiyi Li
, Zhenbo Hu
, Weizhe Zhang
, Binxing Fang
:
Smart-DNN+: A Memory-efficient Neural Networks Compression Framework for the Model Inference. ACM Trans. Archit. Code Optim. 20(4): 49:1-49:24 (2023) - [j10]Wen Xia
, Lifeng Pu
, Xiangyu Zou
, Philip Shilane
, Shiyi Li
, Haijun Zhang
, Xuan Wang
:
The Design of Fast and Lightweight Resemblance Detection for Efficient Post-Deduplication Delta Compression. ACM Trans. Storage 19(3): 22:1-22:30 (2023) - [j9]Haoyu Jin, Donglei Wu
, Shuyu Zhang, Xiangyu Zou
, Sian Jin, Dingwen Tao
, Qing Liao
, Wen Xia
:
Design of a Quantization-Based DNN Delta Compression Framework for Model Snapshots and Federated Learning. IEEE Trans. Parallel Distributed Syst. 34(3): 923-937 (2023) - 2022
- [j8]Duan Zhao, Tao Li
, Xiangyu Zou
, Yaoyi He, Lichang Zhao, Hui Chen, Minmin Zhuo:
Multimodal Pedestrian Trajectory Prediction Based on Relative Interactive Spatial-Temporal Graph. IEEE Access 10: 88707-88718 (2022) - [j7]Xiangyu Zou
, Jingsong Yuan, Philip Shilane
, Wen Xia, Haijun Zhang, Xuan Wang:
From Hyper-dimensional Structures to Linear Structures: Maintaining Deduplicated Data's Locality. ACM Trans. Storage 18(3): 25:1-25:28 (2022) - [j6]Wen Xia
, Can Wei
, Zhenhua Li
, Xuan Wang
, Xiangyu Zou:
NetSync: A Network Adaptive and Deduplication-Inspired Delta Synchronization Approach for Cloud Storage Services. IEEE Trans. Parallel Distributed Syst. 33(10): 2554-2570 (2022) - 2021
- [j5]Xiangyu Zou
, Jinjin Zhao
, Duan Zhao
, Bin Sun, Yong-Xin He, Stelios Fuentes:
Air Quality Prediction Based on a Spatiotemporal Attention Mechanism. Mob. Inf. Syst. 2021: 6630944:1-6630944:12 (2021) - 2020
- [j4]Xiangyu Zou
, Bin Sun
, Duan Zhao
, Zongwei Zhu
, Jinjin Zhao
, Yong-Xin He:
Multi-Modal Pedestrian Trajectory Prediction for Edge Agents Based on Spatial-Temporal Graph. IEEE Access 8: 83321-83332 (2020) - [j3]Xiangyu Zou
, Tao Lu
, Wen Xia
, Xuan Wang
, Weizhe Zhang
, Haijun Zhang
, Sheng Di
, Dingwen Tao
, Franck Cappello:
Performance Optimization for Relative-Error-Bounded Lossy Compression on Scientific Data. IEEE Trans. Parallel Distributed Syst. 31(7): 1665-1680 (2020) - [j2]Wen Xia
, Xiangyu Zou
, Hong Jiang
, Yukun Zhou
, Chuanyi Liu, Dan Feng, Yu Hua, Yuchong Hu
, Yucheng Zhang
:
The Design of Fast Content-Defined Chunking for Data Deduplication Based Storage Systems. IEEE Trans. Parallel Distributed Syst. 31(9): 2017-2031 (2020) - 2019
- [j1]Wen Xia, Dan Feng, Hong Jiang, Yucheng Zhang, Victor Chang
, Xiangyu Zou:
Accelerating content-defined-chunking based data deduplication by exploiting parallelism. Future Gener. Comput. Syst. 98: 406-418 (2019)
Conference and Workshop Papers
- 2024
- [c24]Haoliang Tan, Xiangyu Zou, Binzhaoshuo Wan, Zhaoquan Gu, Wen Xia:
SuperDelta: Multiple Referenced Base Chunks Scheme for Fine-grained Deduplication Backup Storage System. DCC 2024: 362-371 - [c23]Yang Shi, Xiangyu Zou, Xinyu Chen, Sian Jin, Dingwen Tao, Cai Deng, Yufan Chen, Wen Xia:
Machete: An Efficient Lossy Floating-Point Compressor Designed for Time Series Databases. DCC 2024: 532-541 - 2023
- [c22]Wenkai Liang, Hao Hu, Xiangyu Zou, Wen Xia, Yanqi Pan:
DRPTM: A Decoupled Read-efficient High-scalable Persistent Transactional Memory. DAC 2023: 1-6 - [c21]Yanqi Pan, Yifeng Zhang, Wen Xia, Xiangyu Zou, Cai Deng
:
HUNTER: Releasing Persistent Memory Write Performance with A Novel PM-DRAM Collaboration Architecture. DAC 2023: 1-6 - [c20]Donglei Wu, Weihao Yang, Cai Deng
, Xiangyu Zou, Shiyi Li, Wen Xia:
BIRD: A Lightweight and Adaptive Compressor for Communication-Efficient Distributed Learning Using Tensor-wise Bi-Random Sampling. ICCD 2023: 605-613 - [c19]Jiansheng Qiu, Yanqi Pan, Wen Xia, Xiaojia Huang, Wenjun Wu, Xiangyu Zou, Shiyi Li, Yu Hua:
Light-Dedup: A Light-weight Inline Deduplication Framework for Non-Volatile Memory File Systems. USENIX ATC 2023: 101-116 - 2022
- [c18]Donglei Wu, Xiangyu Zou, Shuyu Zhang, Haoyu Jin, Wen Xia, Binxing Fang:
SmartIdx: Reducing Communication Cost in Federated Learning by Exploiting the CNNs Structures. AAAI 2022: 4254-4262 - [c17]Binzhaoshuo Wan, Lifeng Pu, Xiangyu Zou, Shiyi Li, Peng Wang, Wen Xia:
SuperCDC: A Hybrid Design of High-Performance Content-Defined Chunking for Fast Deduplication. ICCD 2022: 170-178 - [c16]Jingsong Yuan, Xiangyu Zou, Han Xu, Zhichao Cao, Shiyi Li, Wen Xia, Peng Wang, Li Chen:
A Focused Garbage Collection Approach for Primary Deduplicated Storage with Low Memory Overhead. ICCD 2022: 315-323 - [c15]Cai Deng
, Qi Chen, Xiangyu Zou, Erci Xu, Bo Tang, Wen Xia:
imDedup: A Lossless Deduplication Scheme to Eliminate Fine-grained Redundancy among Images. ICDE 2022: 1071-1084 - [c14]Xiangyu Zou, Wen Xia, Philip Shilane, Haijun Zhang, Xuan Wang:
Building a High-performance Fine-grained Deduplication Framework for Backup Storage with High Deduplication Ratio. USENIX ATC 2022: 19-36 - [c13]Peng Zhou, Xiangyu Zou, Wen Xia:
Dynamic Clustering-based Sharding in Distributed Deduplication Systems. DRBSD@SC 2022: 54-55 - 2021
- [c12]Xiangyu Zou, Jingsong Yuan, Philip Shilane, Wen Xia, Haijun Zhang, Xuan Wang:
The Dilemma between Deduplication and Locality: Can Both be Achieved? FAST 2021: 171-185 - [c11]Zhenbo Hu, Xiangyu Zou, Wen Xia, Yuhong Zhao, Weizhe Zhang, Donglei Wu:
Smart-DNN: Efficiently Reducing the Memory Requirements of Running Deep Neural Networks on Resource-constrained Platforms. ICCD 2021: 533-541 - [c10]Shuyu Zhang, Donglei Wu, Haoyu Jin, Xiangyu Zou, Wen Xia, Xiaojia Huang:
QD-Compressor: a Quantization-based Delta Compression Framework for Deep Neural Networks. ICCD 2021: 542-550 - [c9]Xiangyu Zou, Cai Deng
, Wen Xia, Philip Shilane
, Haoliang Tan, Haijun Zhang, Xuan Wang:
Odess: Speeding up Resemblance Detection for Redundancy Elimination by Fast Content-Defined Sampling. ICDE 2021: 480-491 - 2020
- [c8]Haoliang Tan, Zhiyuan Zhang, Xiangyu Zou, Qing Liao, Wen Xia:
Exploring the Potential of Fast Delta Encoding: Marching to a Higher Compression Ratio. CLUSTER 2020: 198-208 - [c7]Xiangyu Zou, Ming Chen, Chongwen Huang, Kezhi Wang
, Mohammad Shikh-Bahaei:
Secure Transmission for Intelligent Reflecting Surface Assisted Communication with Deep Learning. GLOBECOM (Workshops) 2020: 1-6 - [c6]Tao Lu, Wen Xia, Xiangyu Zou, Qianbin Xia:
Adaptively Compressing IoT Data on the Resource-constrained Edge. HotEdge 2020 - [c5]Zhenbo Hu, Xiangyu Zou, Wen Xia, Sian Jin, Dingwen Tao
, Yang Liu
, Weizhe Zhang, Zheng Zhang
:
Delta-DNN: Efficiently Compressing Deep Neural Networks via Exploiting Floats Similarity. ICPP 2020: 40:1-40:12 - [c4]Jinjin Zhao
, Xiangyu Zou
, Yu Zhang
, Youya Gu
, Fan Wu
, Zongwei Zhu
:
Key Location Discovery of Underground Personnel Trajectory Based on Edge Computing. MobiCASE 2020: 134-142 - 2019
- [c3]Xiangyu Zou, Tao Lu, Sheng Di, Dingwen Tao
, Wen Xia, Xuan Wang, Weizhe Zhang, Qing Liao:
Accelerating Lossy Compression on HPC Datasets via Partitioning Computation for Parallel Processing. HPCC/SmartCity/DSS 2019: 1791-1797 - [c2]Xiangyu Zou, Tao Lu, Wen Xia, Xuan Wang, Weizhe Zhang, Sheng Di, Dingwen Tao
, Franck Cappello:
Accelerating Relative-error Bounded Lossy Compression for HPC datasets with Precomputation-Based Mechanisms. MSST 2019: 65-78 - 2017
- [c1]Da Li, Xiangyu Zou, Ruifang Li:
Iterative Unbiased Converted Measurement Kalman Filter for Target Tracking. ISCID (1) 2017: 342-345
Coauthor Index
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