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Xiangyu Zou
ORCID
Publication Activity (10 Years)
Years Active: 2017-2024
Publications (10 Years): 34
Top Topics
Random Sampling
Lightweight
Lossy Compression
Low Memory
Top Venues
ICCD
IEEE Trans. Parallel Distributed Syst.
ICDE
DAC
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Publications
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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) (2024)
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)
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)
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 Annual Technical Conference
(2023)
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) (2023)
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) (2023)
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) (2023)
Wenkai Liang
,
Hao Hu
,
Xiangyu Zou
,
Wen Xia
,
Yanqi Pan
DRPTM: A Decoupled Read-efficient High-scalable Persistent Transactional Memory.
DAC
(2023)
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)
Peng Zhou
,
Xiangyu Zou
,
Wen Xia
Dynamic Clustering-based Sharding in Distributed Deduplication Systems.
DRBSD@SC
(2022)
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) (2022)
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)
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)
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 Annual Technical Conference
(2022)
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) (2022)
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)
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 (2022)
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)
Xiangyu Zou
,
Jingsong Yuan
,
Philip Shilane
,
Wen Xia
,
Haijun Zhang
,
Xuan Wang
The Dilemma between Deduplication and Locality: Can Both be Achieved?
FAST
(2021)
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)
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 (2021)
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)
Tao Lu
,
Wen Xia
,
Xiangyu Zou
,
Qianbin Xia
Adaptively Compressing IoT Data on the Resource-constrained Edge.
HotEdge
(2020)
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)
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)
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) (2020)
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)
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)
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) (2020)
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 (2020)
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)
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)
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 (2019)
Da Li
,
Xiangyu Zou
,
Ruifang Li
Iterative Unbiased Converted Measurement Kalman Filter for Target Tracking.
ISCID (1)
(2017)