Iterative Unbiased Converted Measurement Kalman Filter for Target Tracking. - Da Li; Xiangyu Zou; Ruifang Li (ISCID (1), 2017)

Accelerating Lossy Compression on HPC Datasets via Partitioning Computation for Parallel Processing. - Xiangyu Zou; Tao Lu; Sheng Di; Dingwen Tao; Wen Xia; Xuan Wang 002; Weizhe Zhang; Qing Liao 001 (HPCC/SmartCity/DSS, 2019)

Accelerating Relative-error Bounded Lossy Compression for HPC datasets with Precomputation-Based Mechanisms. - Xiangyu Zou; Tao Lu; Wen Xia; Xuan Wang 002; Weizhe Zhang; Sheng Di; Dingwen Tao; Franck Cappello (MSST, 2019)

Accelerating content-defined-chunking based data deduplication by exploiting parallelism. - Wen Xia; Dan Feng 001; Hong Jiang 001; Yucheng Zhang; Victor Chang 001; Xiangyu Zou (Future Gener. Comput. Syst., 2019)

Exploring the Potential of Fast Delta Encoding: Marching to a Higher Compression Ratio. - Haoliang Tan; Zhiyuan Zhang; Xiangyu Zou; Qing Liao 001; Wen Xia (CLUSTER, 2020)

Secure Transmission for Intelligent Reflecting Surface Assisted Communication with Deep Learning. - Xiangyu Zou; Ming Chen 001; Chongwen Huang; Kezhi Wang; Mohammad Shikh-Bahaei (GLOBECOM (Workshops), 2020)

Adaptively Compressing IoT Data on the Resource-constrained Edge. - Tao Lu; Wen Xia; Xiangyu Zou; Qianbin Xia (HotEdge, 2020)

Delta-DNN: Efficiently Compressing Deep Neural Networks via Exploiting Floats Similarity. - Zhenbo Hu; Xiangyu Zou; Wen Xia; Sian Jin; Dingwen Tao; Yang Liu 039; Weizhe Zhang; Zheng Zhang 006 (ICPP, 2020)

Key Location Discovery of Underground Personnel Trajectory Based on Edge Computing. - Jinjin Zhao; Xiangyu Zou; Yu Zhang 131; Youya Gu; Fan Wu; Zongwei Zhu (MobiCASE, 2020)

Multi-Modal Pedestrian Trajectory Prediction for Edge Agents Based on Spatial-Temporal Graph. - Xiangyu Zou; Bin Sun 009; Duan Zhao; Zongwei Zhu; Jinjin Zhao; Yong-Xin He (IEEE Access, 2020)

The Design of Fast Content-Defined Chunking for Data Deduplication Based Storage Systems. - Wen Xia; Xiangyu Zou; Hong Jiang 001; Yukun Zhou; Chuanyi Liu; Dan Feng 001; Yu Hua 001; Yuchong Hu; Yucheng Zhang (IEEE Trans. Parallel Distributed Syst., 2020)

Performance Optimization for Relative-Error-Bounded Lossy Compression on Scientific Data. - Xiangyu Zou; Tao Lu; Wen Xia; Xuan Wang 002; Weizhe Zhang; Haijun Zhang 002; Sheng Di; Dingwen Tao; Franck Cappello (IEEE Trans. Parallel Distributed Syst., 2020)

The Dilemma between Deduplication and Locality: Can Both be Achieved? - Xiangyu Zou; Jingsong Yuan; Philip Shilane; Wen Xia; Haijun Zhang 002; Xuan Wang 002 (FAST, 2021)

Smart-DNN: Efficiently Reducing the Memory Requirements of Running Deep Neural Networks on Resource-constrained Platforms. - Zhenbo Hu; Xiangyu Zou; Wen Xia; Yuhong Zhao; Weizhe Zhang; Donglei Wu (ICCD, 2021)

QD-Compressor: a Quantization-based Delta Compression Framework for Deep Neural Networks. - Shuyu Zhang; Donglei Wu; Haoyu Jin; Xiangyu Zou; Wen Xia; Xiaojia Huang (ICCD, 2021)

Odess: Speeding up Resemblance Detection for Redundancy Elimination by Fast Content-Defined Sampling. - Xiangyu Zou; Cai Deng; Wen Xia; Philip Shilane; Haoliang Tan; Haijun Zhang 002; Xuan Wang 002 (ICDE, 2021)

Air Quality Prediction Based on a Spatiotemporal Attention Mechanism. - Xiangyu Zou; Jinjin Zhao; Duan Zhao; Bin Sun 009; Yong-Xin He; Stelios Fuentes (Mob. Inf. Syst., 2021)

SmartIdx: Reducing Communication Cost in Federated Learning by Exploiting the CNNs Structures. - Donglei Wu; Xiangyu Zou; Shuyu Zhang; Haoyu Jin; Wen Xia; Binxing Fang (AAAI, 2022)

SuperCDC: A Hybrid Design of High-Performance Content-Defined Chunking for Fast Deduplication. - Binzhaoshuo Wan; Lifeng Pu; Xiangyu Zou; Shiyi Li; Peng Wang; Wen Xia (ICCD, 2022)

A Focused Garbage Collection Approach for Primary Deduplicated Storage with Low Memory Overhead. - Jingsong Yuan; Xiangyu Zou; Han Xu; Zhichao Cao 002; Shiyi Li; Wen Xia; Peng Wang; Li Chen (ICCD, 2022)

imDedup: A Lossless Deduplication Scheme to Eliminate Fine-grained Redundancy among Images. - Cai Deng; Qi Chen; Xiangyu Zou; Erci Xu; Bo Tang 016; Wen Xia (ICDE, 2022)

Building a High-performance Fine-grained Deduplication Framework for Backup Storage with High Deduplication Ratio. - Xiangyu Zou; Wen Xia; Philip Shilane; Haijun Zhang 002; Xuan Wang 002 (USENIX ATC, 2022)

Dynamic Clustering-based Sharding in Distributed Deduplication Systems. - Peng Zhou 005; Xiangyu Zou; Wen Xia (DRBSD@SC, 2022)

Multimodal Pedestrian Trajectory Prediction Based on Relative Interactive Spatial-Temporal Graph. - Duan Zhao; Tao Li; Xiangyu Zou; Yaoyi He; Lichang Zhao; Hui Chen; Minmin Zhuo (IEEE Access, 2022)

From Hyper-dimensional Structures to Linear Structures: Maintaining Deduplicated Data's Locality. - Xiangyu Zou; Jingsong Yuan; Philip Shilane; Wen Xia; Haijun Zhang 002; Xuan Wang 002 (ACM Trans. Storage, 2022)

NetSync: A Network Adaptive and Deduplication-Inspired Delta Synchronization Approach for Cloud Storage Services. - Wen Xia; Can Wei; Zhenhua Li 001; Xuan Wang 002; Xiangyu Zou (IEEE Trans. Parallel Distributed Syst., 2022)

DRPTM: A Decoupled Read-efficient High-scalable Persistent Transactional Memory. - Wenkai Liang; Hao Hu; Xiangyu Zou; Wen Xia; Yanqi Pan (DAC, 2023)

HUNTER: Releasing Persistent Memory Write Performance with A Novel PM-DRAM Collaboration Architecture. - Yanqi Pan; Yifeng Zhang; Wen Xia; Xiangyu Zou; Cai Deng (DAC, 2023)

BIRD: A Lightweight and Adaptive Compressor for Communication-Efficient Distributed Learning Using Tensor-wise Bi-Random Sampling. - Donglei Wu; Weihao Yang; Cai Deng; Xiangyu Zou; Shiyi Li; Wen Xia (ICCD, 2023)

Light-Dedup: A Light-weight Inline Deduplication Framework for Non-Volatile Memory File Systems. - Jiansheng Qiu; Yanqi Pan; Wen Xia; Xiaojia Huang; Wenjun Wu; Xiangyu Zou; Shiyi Li; Yu Hua 001 (USENIX ATC, 2023)

Deep Learning for Secure Transmission in Reconfigurable Intelligent Surface-Assisted Communications. - Junhao Fang; Xiangyu Zou; Chongwen Huang; Zhaohui Yang 001; Yongjun Xu; Xiao Chen; Jianfeng Shi 001; Mohammad Shikh-Bahaei (J. Commun. Inf. Networks, 2023)

Design of a Quantization-Based DNN Delta Compression Framework for Model Snapshots and Federated Learning. - Haoyu Jin; Donglei Wu; Shuyu Zhang; Xiangyu Zou; Sian Jin; Dingwen Tao; Qing Liao 001; Wen Xia (IEEE Trans. Parallel Distributed Syst., 2023)

The Design of Fast and Lightweight Resemblance Detection for Efficient Post-Deduplication Delta Compression. - Wen Xia; Lifeng Pu; Xiangyu Zou; Philip Shilane; Shiyi Li; Haijun Zhang 002; Xuan Wang 002 (ACM Trans. Storage, 2023)

Smart-DNN+: A Memory-efficient Neural Networks Compression Framework for the Model Inference. - Donglei Wu; Weihao Yang; Xiangyu Zou; Wen Xia; Shiyi Li; Zhenbo Hu; Weizhe Zhang; Binxing Fang (ACM Trans. Archit. Code Optim., 2023)

Machete: An Efficient Lossy Floating-Point Compressor Designed for Time Series Databases. - Yang Shi; Xiangyu Zou; Xinyu Chen; Sian Jin; Dingwen Tao; Cai Deng; Yufan Chen; Wen Xia (DCC, 2024)

SuperDelta: Multiple Referenced Base Chunks Scheme for Fine-grained Deduplication Backup Storage System. - Haoliang Tan; Xiangyu Zou; Binzhaoshuo Wan; Zhaoquan Gu; Wen Xia (DCC, 2024)

FedComp: A Federated Learning Compression Framework for Resource-Constrained Edge Computing Devices. - Donglei Wu; Weihao Yang; Haoyu Jin; Xiangyu Zou; Wen Xia; Binxing Fang (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

The Design of a Lossless Deduplication Scheme to Eliminate Fine-Grained Redundancy for JPEG Image Storage Systems. - Cai Deng; Xiangyu Zou; Qi Chen; Bo Tang 016; Wen Xia (IEEE Trans. Computers, 2024)

Delaying Crash Consistency for Building A High-Performance Persistent Memory File System. - Yanqi Pan; Hao Huang; Yifeng Zhang; Wen Xia; Xiangyu Zou; Cai Deng (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

The Design of Fast Delta Encoding for Delta Compression Based Storage Systems. - Haoliang Tan; Wen Xia; Xiangyu Zou; Cai Deng; Qing Liao 001; Zhaoquan Gu (ACM Trans. Storage, 2024)

BIRD+: Design of a Lightweight Communication Compressor for Resource-Constrained Distribution Learning Platforms. - Donglei Wu; Weihao Yang; Xiangyu Zou; Hao Feng; Dingwen Tao; Shiyi Li; Wen Xia; Binxing Fang (IEEE Trans. Parallel Distributed Syst., 2024)