KDAHS: An Adaptive Hypermedia System based on Structural Computing. - Haiyan Xu; Xuehai Zhou; Zhenxi Zhao (WOWS, 1999)

Adaptability in KDAEHS: an adaptive educational hypermedia system based on structural computing. - Haiyan Xu; Xuehai Zhou; Jinfeng Ni; Zhenxi Zhao (Hypertext, 2000)

KDAEHS: From Architecture to System. - Jinfeng Ni; Xuehai Zhou; Kexiang Wang; Haiyan Xu (ITCC, 2001)

OOEM: Object-Oriented Energy Model for Embedded Software IP Reuse. - Yue Xiong; Xuehai Zhou; Xi Li 003; Yuchang Gong (IRI, 2003)

Compiling adaptive programs for real-time dynamic scheduling. - Xiao Hu; Ting Lei; Yuchang Gong; Xuehai Zhou (IASTED Conf. on Software Engineering and Applications, 2004)

Compile-Time Energy Reduction Techniques based on Voltage Scaling Characteristic. - Ting Lei; Xi Li 003; Xiao Hu; Xuehai Zhou (IASTED Conf. on Software Engineering, 2005)

A new reliability evaluation method for embedded system. - Jie Yu; Xuehai Zhou (CIT, 2008)

On the Performance of Probabilistic Packet Marking for Traceback in Sensor Networks. - Feng Yang; Xuehai Zhou; Qiyuan Zhang; Jing Xie (CCNC, 2008)

Reputation Based Service Selection in Grid Environment. - Qing Ding; Xi Li 003; Xuehai Zhou (CSSE (3), 2008)

RePro: A Reputation-based Proactive Routing Protocol for the Wireless Mesh Backbone. - Qing Ding; Ming Jiang 014; Xi Li 003; Xuehai Zhou (NCM, 2009)

Trust Management in the P2P Grid. - Qing Ding; Xi Li 003; Ming Jiang 014; Xuehai Zhou (J. Digit. Content Technol. its Appl., 2009)

A Non-cooperative Game Approach for Intrusion Detection in Smartphone Systems. - Feng Yang; Xuehai Zhou; Gangyong Jia; Qiyuan Zhang (CNSR, 2010)

Write activity reduction on flash main memory via smart victim cache. - Liang Shi 001; Chun Jason Xue; Jingtong Hu; Wei-Che Tseng; Xuehai Zhou; Edwin Hsing-Mean Sha (ACM Great Lakes Symposium on VLSI, 2010)

Multi-Dimensional Resilient Statistical En-Route Filtering in Wireless Sensor Networks. - Feng Yang; Xuehai Zhou; Qiyuan Zhang (GPC, 2010)

Human 3D Motion Recognition Based on Spatial-Temporal Context of Joints. - Qiong Zhao; Lihua Wang 004; Horace Ho-Shing Ip; Xuehai Zhou (ICPR, 2010)

Schedulability Analysis for MultiCore Global Scheduling with Model Checking. - Wei Sheng; Yanyan Gao 001; Li Xi; Xuehai Zhou (MTV, 2010)

Reputation-based trust model in Vehicular Ad Hoc Networks. - Qing Ding; Xi Li 003; Ming Jiang 014; Xuehai Zhou (WCSP, 2010)

Efficient distributed location verification in wireless sensor networks. - Qiyuan Zhang; Xuehai Zhou (Frontiers Comput. Sci. China, 2010)

SOMP: Service-Oriented Multi Processors. - Chao Wang 003; Junneng Zhang; Xuehai Zhou; Xiaojing Feng; Xiaoning Nie (IEEE SCC, 2011)

ExLRU: a unified write buffer cache management for flash memory. - Liang Shi 001; Jianhua Li 003; Chun Jason Xue; Chengmo Yang; Xuehai Zhou (EMSOFT, 2011)

A Flexible High Speed Star Network Based on Peer to Peer Links on FPGA. - Chao Wang 003; Junneng Zhang; Xuehai Zhou; Xiaojing Feng; Aili Wang 003 (ISPA, 2011)

Tool Chain Support with Dynamic Profiling for RISP. - Chao Wang 003; Huizhen Zhang; Xuehai Zhou; Jinsong Ji; Aili Wang 003 (ISPA, 2011)

Cooperating Write Buffer Cache and Virtual Memory Management for Flash Memory Based Systems. - Liang Shi 001; Chun Jason Xue; Xuehai Zhou (IEEE Real-Time and Embedded Technology and Applications Symposium, 2011)

Traceback in wireless sensor networks with packet marking and logging. - Jun Xu; Xuehai Zhou; Feng Yang (Frontiers Comput. Sci. China, 2011)

Regarding Processors and Reconfigurable IP Cores as Services. - Chao Wang 003; Xi Li 003; Peng Chen 004; Junneng Zhang; Xiaojing Feng; Xuehai Zhou (IEEE SCC, 2012)

CRAIS: A Crossbar Based Adaptive Interconnection Scheme. - Chao Wang 003; Xi Li 003; Xuehai Zhou; Xiaojing Feng (ARC, 2012)

Sedna: A Memory Based Key-Value Storage System for Realtime Processing in Cloud. - Dong Dai 001; Xi Li 003; Chao Wang 003; Mingming Sun; Xuehai Zhou (CLUSTER Workshops, 2012)

Cloud Based Short Read Mapping Service. - Dong Dai 001; Xi Li 003; Chao Wang 003; Xuehai Zhou (CLUSTER, 2012)

DTS: Using Dynamic Time-Slice Scaling to Address the OS Problem Incurred by DVFS. - Gangyong Jia; Xuhong Gao; Xi Li 003; Chao Wang 003; Xuehai Zhou (CLUSTER Workshops, 2012)

Cache Promotion Policy Using Re-reference Interval Prediction. - Gangyong Jia; Xi Li 003; Chao Wang 003; Xuehai Zhou; Zongwei Zhu (CLUSTER, 2012)

Memory Affinity: Balancing Performance, Power, Thermal and Fairness for Multi-core Systems. - Gangyong Jia; Xi Li 003; Chao Wang 003; Xuehai Zhou; Zongwei Zhu (CLUSTER, 2012)

Phase Detection for Loop-Based Programs on Multicore Architectures. - Chao Wang 003; Xi Li 003; Dong Dai 001; Gangyong Jia; Xuehai Zhou (CLUSTER, 2012)

CaaS: Core as a service realizing hardware sercices on reconfigurable MPSoCS. - Chao Wang 003; Xi Li 003; Junneng Zhang; Peng Chen 004; Xuehai Zhou (FPL, 2012)

Parallel dataflow execution for sequential programs on reconfigurable hybrid MPSoCs. - Chao Wang 003; Xi Li 003; Xuehai Zhou; Yajun Ha (FPT, 2012)

A task-level OoO framework for heterogeneous systems. - Junneng Zhang; Chao Wang 003; Xi Li 003; Peng Chen 004; Xiaojing Feng; Xuehai Zhou (FPT, 2012)

Share memory aware scheduler: balancing performance and fairness. - Xi Li 003; Gangyong Jia; Yun Chen; Zongwei Zhu; Xuehai Zhou (ACM Great Lakes Symposium on VLSI, 2012)

A Dependency Aware Task Partitioning and Scheduling Algorithm for Hardware-Software Codesign on MPSoCs. - Chunsheng Li; Xi Li 003; Chao Wang 003; Xuehai Zhou; Fangling Zeng (ICA3PP (1), 2012)

Behavior Aware Data Locality for Caches. - Gangyong Jia; Xi Li 003; Chao Wang 003; Xuehai Zhou; Zongwei Zhu (ICPADS, 2012)

Detecting Data Hazards in Multi-Processor System-on-Chips on FPGA. - Chao Wang 003; Xi Li 003; Peng Chen 004; Xiaojing Feng; Junneng Zhang; Xuehai Zhou (IPDPS Workshops, 2012)

FPM: A Flexible Programming Model for MPSoC on FPGA. - Chao Wang 003; Xi Li 003; Junneng Zhang; Peng Chen 004; Xiaojing Feng; Xuehai Zhou (IPDPS Workshops, 2012)

Frequency Affinity: Analyzing and Maximizing Power Efficiency in Multi-core Systems. - Gangyong Jia; Xi Li 003; Chao Wang 003; Xuehai Zhou; Zongwei Zhu (MASCOTS, 2012)

Analyzing Parallelization and Program Performance in Heterogeneous MPSoCs. - Chao Wang 003; Xi Li 003; Junneng Zhang; Gangyong Jia; Peng Chen 004; Xuehai Zhou (MASCOTS, 2012)

Smart Grid communication using next generation heterogeneous wireless networks. - Rahul Amin; Jim Martin 001; Xuehai Zhou (SmartGridComm, 2012)

A star network approach in heterogeneous multiprocessors system on chip. - Chao Wang 003; Xi Li 003; Junneng Zhang; Xuehai Zhou; Aili Wang 003 (J. Supercomput., 2012)

Hybrid nonvolatile disk cache for energy-efficient and high-performance systems. - Liang Shi 001; Jianhua Li 003; Chun Jason Xue; Xuehai Zhou (ACM Trans. Design Autom. Electr. Syst., 2012)

SmartClass: A Services-Oriented Approach for University Resource Scheduling. - Aili Wang 003; Chao Wang 003; Xi Li 003; Xuehai Zhou (IEEE SCC, 2013)

Pipeline Optimization for Loops on Reconfigurable Platform. - Qi Guo 001; Chao Wang 003; Xuehai Zhou; Xi Li 003 (ARC, 2013)

Acceleration of the long read mapping on a PC-FPGA architecture (abstract only). - Peng Chen 004; Chao Wang 003; Xi Li 003; Xuehai Zhou (FPGA, 2013)

Custom instruction generation and mapping for reconfigurable instruction set processors (abstract only). - Chao Wang 003; Xi Li 003; Huizhen Zhang; Jinsong Ji; Xuehai Zhou (FPGA, 2013)

Genome sequencing using mapreduce on FPGA with multiple hardware accelerators (abstract only). - Chao Wang 003; Xi Li 003; Xuehai Zhou; Jim Martin 001; Ray C. C. Cheung (FPGA, 2013)

Hardware acceleration for the banded Smith-Waterman algorithm with the cycled systolic array. - Peng Chen 004; Chao Wang 003; Xi Li 003; Xuehai Zhou (FPT, 2013)

A FPGA-Based High Performance Acceleration Platform for the Next Generation Long Read Mapping. - Peng Chen 004; Chao Wang 003; Xi Li 003; Xuehai Zhou (HPCC/EUC, 2013)

An Intelligent Transportation System Using RFID Based Sensors. - Chao Wang 003; Xi Li 003; Aili Wang 003; Feng Yang; Xuehai Zhou (HPCC/EUC, 2013)

SmartMal: A Service-Oriented Behavioral Malware Detection Framework for Smartphones. - Chao Wang 003; Zhizhong Wu; Aili Wang 003; Xi Li 003; Feng Yang; Xuehai Zhou (HPCC/EUC, 2013)

Power-aware buddy system and task group scheduler. - Xi Li 003; Zongwei Zhu; Gangyong Jia; Xuehai Zhou (ISCAS, 2013)

FPGA implementation of a scheduler supporting parallel dataflow execution. - Junneng Zhang; Chao Wang 003; Xi Li 003; Xuehai Zhou (ISCAS, 2013)

SOBA: A Services-Oriented Browser Architecture with Distributed URL-Filtering Mechanisms for Teenagers. - Aili Wang 003; Chao Wang 003; Xi Li 003; Xuehai Zhou (SERVICES, 2013)

Detecting Associations in Large Dataset on MapReduce. - Dong Dai 001; Xi Li 003; Chao Wang 003; Junneng Zhang; Xuehai Zhou (TrustCom/ISPA/IUCC, 2013)

Automatic Loop-Based Pipeline Optimization on Reconfigurable Platform. - Qi Guo 001; Chao Wang 003; Xiaojing Feng; Xuehai Zhou (TrustCom/ISPA/IUCC, 2013)

Static or Dynamic: Trade-Offs for Task Dependency Analysis for Heterogeneous MPSoC. - Qi Guo 001; Chao Wang 003; Xuehai Zhou; Xi Li 003 (TrustCom/ISPA/IUCC, 2013)

Services-oriented URL filtering and verification. - Aili Wang 003; Chao Wang 003; Xi Li 003; Xuehai Zhou; Nadia Nedjah (Int. J. High Perform. Syst. Archit., 2013)

A Result Fusion based Distributed Anomaly Detection System for Android Smartphones. - Zhizhong Wu; Xuehai Zhou; Jun Xu (J. Networks, 2013)

Heterothread: hybrid thread level parallelism on heterogeneous multicore architectures. - Chao Wang 003; Xi Li 003; Xuehai Zhou (SIGBED Rev., 2013)

MP-Tomasulo: A Dependency-Aware Automatic Parallel Execution Engine for Sequential Programs. - Chao Wang 003; Xi Li 003; Junneng Zhang; Xuehai Zhou; Xiaoning Nie (ACM Trans. Archit. Code Optim., 2013)

Cooperating Virtual Memory and Write Buffer Management for Flash-Based Storage Systems. - Liang Shi 001; Jianhua Li 003; Chun Jason Xue; Xuehai Zhou (IEEE Trans. Very Large Scale Integr. Syst., 2013)

Instruction Extension and Generation for Adaptive Processors. - Chao Wang 003; Xi Li 003; Huizhen Zhang; Liang Shi 001; Xuehai Zhou (ARC, 2014)

Wave: Trigger Based Synchronous Data Process System. - Kun Lu 002; Mingming Sun; Changlong Li; Hang Zhuang; Jinhong Zhou; Xuehai Zhou (CCGRID, 2014)

Co-processing with dynamic reconfiguration on heterogeneous MPSoC: practices and design tradeoffs (abstract only). - Chao Wang 003; Xi Li 003; Xuehai Zhou; Yunji Chen; Koen Bertels (FPGA, 2014)

Big data genome sequencing on Zynq based clusters (abstract only). - Chao Wang 003; Xi Li 003; Xuehai Zhou; Yunji Chen; Ray C. C. Cheung (FPGA, 2014)

Texture-Directed Mobile GPU Power Management for Closed-Source Games. - Beilei Sun; Xi Li 003; Jiachen Song; Zhinan Cheng; Yuan Xu; Xuehai Zhou (HPCC/CSS/ICESS, 2014)

Domino: an incremental computing framework in cloud with eventual synchronization. - Dong Dai 001; Yong Chen 001; Dries Kimpe; Robert B. Ross; Xuehai Zhou (HPDC, 2014)

HPSO: Prefetching Based Scheduling to Improve Data Locality for MapReduce Clusters. - Mingming Sun; Hang Zhuang; Xuehai Zhou; Kun Lu 002; Changlong Li (ICA3PP (2), 2014)

Bwasw-Cloud: Efficient sequence alignment algorithm for two big data with MapReduce. - Mingming Sun; Xuehai Zhou; Feng Yang; Kun Lu 002; Dong Dai 001 (ICADIWT, 2014)

Application-aware group scheduler for Android. - Zongwei Zhu; Beilei Sun; Xi Li 003; Xuehai Zhou (ICADIWT, 2014)

An Adaptive Auto-configuration Tool for Hadoop. - Changlong Li; Hang Zhuang; Kun Lu 002; Mingming Sun; Jinhong Zhou; Dong Dai 001; Xuehai Zhou (ICECCS, 2014)

Behavior Gaps and Relations between Operating System and Applications on Accessing DRAM. - Beilei Sun; Xi Li 003; Zongwei Zhu; Xuehai Zhou (ICECCS, 2014)

A Thread Behavior-Based Memory Management Framework on Multi-core Smartphone. - Zongwei Zhu; Xi Li 003; Hengchang Liu; Cheng Ji 002; Yuan Xu; Xuehai Zhou; Beilei Sun (ICECCS, 2014)

DLBS: Decentralized load balancing scheme for event-driven cloud frameworks. - Changlong Li; Xuehai Zhou; Mingming Sun; Kun Lu 002; Jinhong Zhou; Hang Zhuang; Dong Dai 001 (ICPADS, 2014)

Trade-offs between the sensitivity and the speed of the FPGA-based sequence aligner. - Peng Chen 004; Chao Wang 003; Xi Li 003; Xuehai Zhou; Aili Wang 003; Ray C. C. Cheung (ISIC, 2014)

Kernel-User Space Separation in DRAM Memory. - Xi Li 003; Beilei Sun; Zongwei Zhu; Chao Wang 003; Xuehai Zhou (ISPA, 2014)

DLBer: A Dynamic Load Balancing Algorithm for the Event-Driven Clusters. - Mingming Sun; Changlong Li; Xuehai Zhou; Kun Lu 002; Hang Zhuang (NPC, 2014)

Multi-objective aware design flow for coarse-grained systems on chip. - Peng Chen 004; Chao Wang 003; Xi Li 003; Xuehai Zhou (RTCSA, 2014)

Memory power optimization on different memory address mapping schemas. - Zongwei Zhu; Xi Li 003; Chao Wang 003; Xuehai Zhou (RTCSA, 2014)

Unbinds data and tasks to improving the Hadoop performance. - Kun Lu 002; Dong Dai 001; Xuehai Zhou; Mingming Sun; Changlong Li; Hang Zhuang (SNPD, 2014)

Towards Energy Optimization Based on Delay-Sensitive Traffic for WiFi Network. - Bo Chen 010; Xi Li 003; Xuehai Zhou; Tengfu Liu; Zongwei Zhu (UIC/ATC/ScalCom, 2014)

Memory power optimisation on low-bit multi-access cross memory address mapping schema. - Zongwei Zhu; Xi Li 003; Chao Wang 003; Xuehai Zhou (Int. J. Embed. Syst., 2014)

Amdahl's and Hill-Marty laws revisited for FPGA-based MPSoCs: from theory to practice. - Junneng Zhang; Chao Wang 003; Xi Li 003; Xuehai Zhou; Aili Wang 003; Gangyong Jia; Nadia Nedjah (Int. J. High Perform. Syst. Archit., 2014)

Colored Petri Net model with automatic parallelization on real-time multicore architectures. - Chao Wang 003; Xiaojing Feng; Xi Li 003; Xuehai Zhou; Peng Chen 004 (J. Syst. Archit., 2014)

Accelerating the Next Generation Long Read Mapping with the FPGA-Based System. - Peng Chen 004; Chao Wang 003; Xi Li 003; Xuehai Zhou (IEEE ACM Trans. Comput. Biol. Bioinform., 2014)

A Unified Write Buffer Cache Management Scheme for Flash Memory. - Liang Shi 001; Jianhua Li 003; Qing'an Li; Chun Jason Xue; Chengmo Yang; Xuehai Zhou (IEEE Trans. Very Large Scale Integr. Syst., 2014)

PuDianNao: A Polyvalent Machine Learning Accelerator. - Dao-Fu Liu; Tianshi Chen 002; Shaoli Liu; Jinhong Zhou; Shengyuan Zhou; Olivier Temam; Xiaobing Feng 002; Xuehai Zhou; Yunji Chen (ASPLOS, 2015)

Enumeration System on HBase for Low-Latency. - Hang Chen; Kun Lu 002; Mingming Sun; Changlong Li; Hang Zhuang; Xuehai Zhou (CCGRID, 2015)

A Deep Learning Prediction Process Accelerator Based FPGA. - Qi Yu; Chao Wang 003; Xiang Ma; Xi Li 003; Xuehai Zhou (CCGRID, 2015)

Design of a More Scalable Database System. - Hang Zhuang; Kun Lu 002; Changlong Li; Mingming Sun; Hang Chen; Xuehai Zhou (CCGRID, 2015)

An FPGA-Based Accelerator for Neighborhood-Based Collaborative Filtering Recommendation Algorithms. - Xiang Ma; Chao Wang 003; Qi Yu; Xi Li 003; Xuehai Zhou (CLUSTER, 2015)

SODA: software defined FPGA based accelerators for big data. - Chao Wang 003; Xi Li 003; Xuehai Zhou (DATE, 2015)

RapidPath: Accelerating Constrained Shortest Path Finding in Graphs on FPGA (Abstract Only). - Chao Wang 003; Xi Li 003; Qi Guo 001; Xuehai Zhou (FPGA, 2015)

SAKMA: Specialized FPGA-Based Accelerator Architecture for Data-Intensive K-Means Algorithms. - Fahui Jia; Chao Wang 003; Xi Li 003; Xuehai Zhou (ICA3PP (2), 2015)

Fast approximate hash table using extended counting Bloom filter. - Jinhong Zhou; Chao Wang 003; Xi Li 003; Xuehai Zhou (Int. J. Comput. Sci. Eng., 2015)

CRAIS: A Crossbar-Based Interconnection Scheme on FPGA for Big Data. - Chao Wang 003; Xi Li 003; Xuehai Zhou (J. Comput. Sci. Technol., 2015)

A case study of parallel JPEG encoding on an FPGA. - Chao Wang 003; Xi Li 003; Peng Chen 004; Xuehai Zhou (J. Parallel Distributed Comput., 2015)

Architecture Support for Task Out-of-Order Execution in MPSoCs. - Chao Wang 003; Xi Li 003; Junneng Zhang; Peng Chen 004; Yunji Chen; Xuehai Zhou; Ray C. C. Cheung (IEEE Trans. Computers, 2015)

Heterogeneous Cloud Framework for Big Data Genome Sequencing. - Chao Wang 003; Xi Li 003; Peng Chen 004; Aili Wang 003; Xuehai Zhou; Hong Yu 011 (IEEE ACM Trans. Comput. Biol. Bioinform., 2015)

FreeRider: Non-Local Adaptive Network-on-Chip Routing with Packet-Carried Propagation of Congestion Information. - Shaoli Liu; Tianshi Chen 002; Ling Li 001; Xi Li 003; Mingzhe Zhang; Chao Wang 003; Haibo Meng; Xuehai Zhou; Yunji Chen (IEEE Trans. Parallel Distributed Syst., 2015)

Display power reduction for mobile closed-source games. - Zhinan Cheng; Xi Li 003; Jiachen Song; Beilei Sun; Xuehai Zhou; Chao Wang 003 (ASAP, 2016)

Run-time phase prediction for a reconfigurable VLIW processor. - Qi Guo; Anderson Luiz Sartor; Anthony Brandon; Antonio C. S. Beck; Xuehai Zhou; Stephan Wong (DATE, 2016)

FCM: Towards Fine-Grained GPU Power Management for Closed Source Mobile Games. - Jiachen Song; Xi Li 003; Beilei Sun; Zhinan Cheng; Chao Wang 003; Xuehai Zhou (ACM Great Lakes Symposium on VLSI, 2016)

PIE: A Pipeline Energy-Efficient Accelerator for Inference Process in Deep Neural Networks. - Yangyang Zhao; Qi Yu; Xuda Zhou; Xuehai Zhou; Xi Li 003; Chao Wang 003 (ICPADS, 2016)

SOLAR: Services-Oriented Learning Architectures. - Chao Wang 003; Xi Li 003; Qi Yu; Aili Wang 003; Patrick Hung; Xuehai Zhou (ICWS, 2016)

FairPlay: Services Migration with Lock-Free Mechanisms for Load Balancing in Cloud Architectures. - Chao Wang 003; Jinhong Zhou; Xi Li 003; Aili Wang 003; Xuehai Zhou (ICWS, 2016)

Behavior-Aware Integrated CPU-GPU Power Management for Mobile Games. - Zhinan Cheng; Xi Li 003; Beilei Sun; Jiachen Song; Chao Wang 003; Xuehai Zhou (MASCOTS, 2016)

A Fast and Better Hybrid Recommender System Based on Spark. - Jiali Wang; Hang Zhuang; Changlong Li; Hang Chen; Bo Xu; Zhuocheng He; Xuehai Zhou (NPC, 2016)

Brief Announcement: MIC++: Accelerating Maximal Information Coefficient Calculation with GPUs and FPGAs. - Chao Wang 003; Xi Li 003; Aili Wang 003; Xuehai Zhou (SPAA, 2016)

SCADIS: A Scalable Accelerator for Data-Intensive String Set Matching on FPGAs. - Shiming Lei; Chao Wang 003; Haijie Fang; Xi Li 003; Xuehai Zhou (Trustcom/BigDataSE/ISPA, 2016)

Scheduling algorithm based on prefetching in MapReduce clusters. - Mingming Sun; Hang Zhuang; Changlong Li; Kun Lu 002; Xuehai Zhou (Appl. Soft Comput., 2016)

Soft computing in big data intelligent transportation systems. - Chao Wang 003; Xi Li 003; Xuehai Zhou; Aili Wang 003; Nadia Nedjah (Appl. Soft Comput., 2016)

KUMMS: optimising DRAM locality with Kernel-user behaviours. - Beilei Sun; Xi Li 003; Chao Wang 003; Bo Wan; Xuehai Zhou (Int. J. High Perform. Syst. Archit., 2016)

Memory Power Optimization on Different Memory Address Mapping Schemas. - Zongwei Zhu; Yanjun Hu; Xi Li 003; Xuehai Zhou (J. Inf. Sci. Eng., 2016)

Definitions of predictability for Cyber Physical Systems. - Beilei Sun; Xi Li 003; Bo Wan; Chao Wang 003; Xuehai Zhou; Xianglan Chen (J. Syst. Archit., 2016)

Hardware Implementation on FPGA for Task-Level Parallel Dataflow Execution Engine. - Chao Wang 003; Junneng Zhang; Xi Li 003; Aili Wang 003; Xuehai Zhou (IEEE Trans. Parallel Distributed Syst., 2016)

Evaluation and Tradeoffs for Out-of-Order Execution on Reconfigurable Heterogeneous MPSoC. - Qi Guo 001; Xi Li 003; Chao Wang 003; Xuehai Zhou (IEEE Trans. Very Large Scale Integr. Syst., 2016)

Efficient Distributed Smith-Waterman Algorithm Based on Apache Spark. - Bo Xu; Changlong Li; Hang Zhuang; Jiali Wang; Qingfeng Wang 004; Xuehai Zhou (CLOUD, 2017)

Building step-by-step practical curriculum system for computer systemic ability training. - Yu Zhang 086; Xianglan Chen; Xin An; Jianliang Lu; Xuejun Li; Xuehai Zhou (ACM TUR-C, 2017)

Clockwerk: A Predictable and Efficient Extension of Logical Execution Time Model. - Bo Wan; Xi Li 003; Kaiqi Zhou; Haizhao Luo; Chao Wang 003; Xianglan Chen; Xuehai Zhou (APSEC, 2017)

Distributed gene clinical decision support system based on cloud computing. - Bo Xu; Changlong Li; Hang Zhuang; Jiali Wang; Qingfeng Wang 004; Chao Wang 003; Xuehai Zhou (BIBM, 2017)

A high-performance FPGA accelerator for sparse neural networks: work-in-progress. - Yuntao Lu; Lei Gong; Chongchong Xu; Fan Sun; Yiwei Zhang 001; Chao Wang 003; Xuehai Zhou (CASES, 2017)

DSA: Scalable Distributed Sequence Alignment System Using SIMD Instructions. - Bo Xu; Changlong Li; Hang Zhuang; Jiali Wang; Qingfeng Wang 004; Jinhong Zhou; Xuehai Zhou (CCGrid, 2017)

TuNao: A High-Performance and Energy-Efficient Reconfigurable Accelerator for Graph Processing. - Jinhong Zhou; Shaoli Liu; Qi Guo 001; Xuda Zhou; Tian Zhi; Dao-Fu Liu; Chao Wang 003; Xuehai Zhou; Yunji Chen; Tianshi Chen 002 (CCGrid, 2017)

Mermaid: Integrating Vertex-Centric with Edge-Centric for Real-World Graph Processing. - Jinhong Zhou; Chongchong Xu; Xianglan Chen; Chao Wang 003; Xuehai Zhou (CCGrid, 2017)

A Power-Efficient Accelerator for Convolutional Neural Networks. - Fan Sun; Chao Wang 003; Lei Gong; Chongchong Xu; Yiwei Zhang 001; Yuntao Lu; Xi Li 003; Xuehai Zhou (CLUSTER, 2017)

OmniGraph: A Scalable Hardware Accelerator for Graph Processing. - Chongchong Xu; Chao Wang 003; Lei Gong; Yuntao Lu; Fan Sun; Yiwei Zhang 001; Xi Li 003; Xuehai Zhou (CLUSTER, 2017)

A Power-Efficient Accelerator Based on FPGAs for LSTM Network. - Yiwei Zhang 001; Chao Wang 003; Lei Gong; Yuntao Lu; Fan Sun; Chongchong Xu; Xi Li 003; Xuehai Zhou (CLUSTER, 2017)

A power-efficient and high performance FPGA accelerator for convolutional neural networks: work-in-progress. - Lei Gong; Chao Wang 003; Xi Li 003; Huaping Chen 001; Xuehai Zhou (CODES+ISSS, 2017)

FPGA Based Big Data Accelerator Design in Teaching Computer Architecture and Organization. - Chao Wang 003; Yuming Cheng; Lei Gong; Bo Wan; Aili Wang 003; Xi Li 003; Xuehai Zhou (CyPhy, 2017)

A Time-Aware Programming Framework for Constructing Predictable Real-Time Systems. - Bo Wan; Haizhao Luo; Kaiqi Zhou; Xi Li 003; Chao Wang 003; Xianglan Chen; Xuehai Zhou (HPCC/SmartCity/DSS, 2017)

Light Weight Key-Value Store for Efficient Services on Local Distributed Mobile Devices. - Changlong Li; Hang Zhuang; Bo Xu; Jiali Wang; Chao Wang 003; Xuehai Zhou (ICWS, 2017)

GenServ: Genome Sequencing Services on Scalable Energy Efficient Accelerators. - Chao Wang 003; Haijie Fang; Shiming Lei; Lei Gong; Aili Wang 003; Xi Li 003; Xuehai Zhou (ICWS, 2017)

xFilter: A Temporal Locality Accelerator for Intrusion Detection System Services. - Chao Wang 003; Jinhong Zhou; Lei Gong; Xi Li 003; Aili Wang 003; Xuehai Zhou (ICWS, 2017)

Evaluation and Trade-offs of Graph Processing for Cloud Services. - Chongchong Xu; Jinhong Zhou; Yuntao Lu; Fan Sun; Lei Gong; Chao Wang 003; Xi Li 003; Xuehai Zhou (ICWS, 2017)

Natural Language Processing Service Based on Stroke-Level Convolutional Networks for Chinese Text Classification. - Hang Zhuang; Chao Wang 003; Changlong Li; Qingfeng Wang 004; Xuehai Zhou (ICWS, 2017)

A High-Performance Accelerator for Large-Scale Convolutional Neural Networks. - Fan Sun; Chao Wang 003; Lei Gong; Chongchong Xu; Yiwei Zhang 001; Yuntao Lu; Xi Li 003; Xuehai Zhou (ISPA/IUCC, 2017)

Exploiting Aperiodic Server to Improve Aperiodic Responsiveness for LET-Based Real-Time Systems. - Bo Wan; Xi Li 003; Haizhao Luo; Beilei Sun; Chao Wang 003; Xianglan Chen; Xuehai Zhou (ISPA/IUCC, 2017)

A Predictable Servant-Based Execution Model for Safety-Critical Systems. - Bo Wan; Xi Li 003; Bo Zhang; Kaiqi Zhou; Haizhao Luo; Chao Wang 003; Xianglan Chen; Xuehai Zhou (ISPA/IUCC, 2017)

Building a Game Benchmark for Cooperative CPU-GPU with Pseudo User-Interaction. - Zhen Wang; Zhinan Cheng; Xi Li 003; Chao Wang 003; Xianglan Chen; Xuehai Zhou (ISPA/IUCC, 2017)

Rethinking Energy-Efficiency of Heterogeneous Computing for CNN-Based Mobile Applications. - Zhen Wang; Xi Li 003; Chao Wang 003; Zhinan Cheng; Jiachen Song; Xuehai Zhou (ISPA/IUCC, 2017)

Implementation and Optimization of the Accelerator Based on FPGA Hardware for LSTM Network. - Yiwei Zhang 001; Chao Wang 003; Lei Gong; Yuntao Lu; Fan Sun; Chongchong Xu; Xi Li 003; Xuehai Zhou (ISPA/IUCC, 2017)

Work-in-Progress: TTI: A Timing ISA for LET Model in Safety-Critical Systems. - Bo Wan; Xi Li 003; Haizhao Luo; Chao Wang 003; Xianglan Chen; Xuehai Zhou (RTSS, 2017)

PowerSensor: A method for power optimization of smartphone through sensing wakelock application. - Bo Chen 010; Xi Li 003; Xuehai Zhou (WCSP, 2017)

Reconfigurable Hardware Accelerators: Opportunities, Trends, and Challenges. - Chao Wang 003; Wenqi Lou; Lei Gong; Lihui Jin; Luchao Tan; Yahui Hu; Xi Li 003; Xuehai Zhou (CoRR, 2017)

安全关键信息物理系统的时序可预测性 (Temporal Predictability in Safety Critical Cyber Physical System). - Xi Li 003; Beilei Sun; Bo Wan; Xianglan Chen; Xuehai Zhou (计算机科学, 2017)

Hot spots profiling and dataflow analysis in custom dataflow computing SoftProcessors. - Chao Wang 003; Xi Li 003; Huizhen Zhang; Aili Wang 003; Xuehai Zhou (J. Syst. Softw., 2017)

DLAU: A Scalable Deep Learning Accelerator Unit on FPGA. - Chao Wang 003; Lei Gong; Qi Yu; Xi Li 003; Yuan Xie 001; Xuehai Zhou (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2017)

SuperMIC: Analyzing Large Biological Datasets in Bioinformatics with Maximal Information Coefficient. - Chao Wang 003; Dong Dai 001; Xi Li 003; Aili Wang 003; Xuehai Zhou (IEEE ACM Trans. Comput. Biol. Bioinform., 2017)

Service-Oriented Architecture on FPGA-Based MPSoC. - Chao Wang 003; Xi Li 003; Yunji Chen; Youhui Zhang; Oliver Diessel; Xuehai Zhou (IEEE Trans. Parallel Distributed Syst., 2017)

A Classroom Scheduling Service for Smart Classes. - Chao Wang 003; Xi Li 003; Aili Wang 003; Xuehai Zhou (IEEE Trans. Serv. Comput., 2017)

Multi-order Transfer Learning for Pathologic Diagnosis of Pulmonary Nodule Malignancy. - Qingfeng Wang 004; Jie-Zhi Cheng; Zhiqin Liu; Jun Huang 005; Qiyu Liu; Ying Zhou; Weiyun Xu; Chao Wang 003; Xuehai Zhou (BIBM, 2018)

Furion: alleviating overheads for deep learning framework on single machine (work-in-progress). - Lihui Jin; Chao Wang 003; Lei Gong; Chongchong Xu; Yahui Hu; Luchao Tan; Xuehai Zhou (CODES+ISSS, 2018)

WinoNN: optimising FPGA-based neural network accelerators using fast winograd algorithm (work-in-progress). - Xuan Wang 020; Chao Wang 003; Xuehai Zhou (CODES+ISSS, 2018)

Delayed Wake-Up Mechanism Under Suspend Mode of Smartphone. - Bo Chen 010; Xi Li 003; Xuehai Zhou; Zongwei Zhu (CollaborateCom, 2018)

RTMUSRT: a real-time testbed for empirically comparing real-time multicore schedulers: work-in-progress. - Bo Wan; Bo Zhang; Xi Li 003; Kaiqi Zhou; Caixu Zhao; Chao Wang 003; Xuehai Zhou (EMSOFT, 2018)

Domino: An Asynchronous and Energy-efficient Accelerator for Graph Processing: (Abstract Only). - Chongchong Xu; Chao Wang 003; Yiwei Zhang 001; Lei Gong; Xi Li 003; Xuehai Zhou (FPGA, 2018)

MuDBN: An Energy-Efficient and High-Performance Multi-FPGA Accelerator for Deep Belief Networks. - Yuming Cheng; Chao Wang 003; Yangyang Zhao; Xianglan Chen; Xuehai Zhou; Xi Li 003 (ACM Great Lakes Symposium on VLSI, 2018)

Low-Shot Multi-label Incremental Learning for Thoracic Diseases Diagnosis. - Qingfeng Wang 004; Jie-Zhi Cheng; Ying Zhou; Hang Zhuang; Changlong Li; Bo Chen; Zhiqin Liu; Jun Huang 005; Chao Wang 003; Xuehai Zhou (ICONIP (7), 2018)

Domino: Graph Processing Services on Energy-Efficient Hardware Accelerator. - Chongchong Xu; Chao Wang 003; Lei Gong; Lihui Jin; Xi Li 003; Xuehai Zhou (ICWS, 2018)

CCRS: Web Service for Chinese Character Recognition. - Hang Zhuang; Changlong Li; Xuehai Zhou (ICWS, 2018)

Cambricon-S: Addressing Irregularity in Sparse Neural Networks through A Cooperative Software/Hardware Approach. - Xuda Zhou; Zidong Du; Qi Guo 001; Shaoli Liu; Chengsi Liu; Chao Wang 003; Xuehai Zhou; Ling Li 001; Tianshi Chen 002; Yunji Chen (MICRO, 2018)

Chinese Language Processing Based on Stroke Representation and Multidimensional Representation. - Hang Zhuang; Chao Wang 003; Changlong Li; Yijing Li; Qingfeng Wang 004; Xuehai Zhou (IEEE Access, 2018)

SparseNN: A Performance-Efficient Accelerator for Large-Scale Sparse Neural Networks. - Yuntao Lu; Chao Wang 003; Lei Gong; Xuehai Zhou (Int. J. Parallel Program., 2018)

UniCNN: A Pipelined Accelerator Towards Uniformed Computing for CNNs. - Fan Sun; Chao Wang 003; Lei Gong; Yiwei Zhang 001; Chongchong Xu; Yuntao Lu; Xi Li 003; Xuehai Zhou (Int. J. Parallel Program., 2018)

Model checking of MARTE/CCSL time behaviors using timed I/O automata. - Bo Chen 010; Xi Li 003; Xuehai Zhou (J. Syst. Archit., 2018)

MALOC: A Fully Pipelined FPGA Accelerator for Convolutional Neural Networks With All Layers Mapped on Chip. - Lei Gong; Chao Wang 003; Xi Li 003; Huaping Chen 001; Xuehai Zhou (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2018)

RV-CNN: Flexible and Efficient Instruction Set for CNNs Based on RISC-V Processors. - Wenqi Lou; Chao Wang 003; Lei Gong; Xuehai Zhou (APPT, 2019)

Higher-order Transfer Learning for Pulmonary Nodule Attribute Prediction in Chest CT Images. - Qingfeng Wang 004; Jun Huang 005; Zhiqin Liu; Jie-Zhi Cheng; Ying Zhou; Qiyu Liu; Yaobin Wang; Xuehai Zhou; Chao Wang 003 (BIBM, 2019)

Design Exploration of Multi-FPGAs for Accelerating Deep Learning. - Teng Wang; Lei Gong; Chao Wang 003; Xuehai Zhou; Huaping Chen 001 (CLUSTER, 2019)

Drama: A high efficient neural network accelerator on FPGA using dynamic reconfiguration: work-in-progress. - Yang Yang 080; Chao Wang 003; Xuehai Zhou (CODES+ISSS, 2019)

GRU-ES: Resource Usage Prediction of Cloud Workloads Using a Novel Hybrid Method. - Yuming Cheng; Chao Wang 003; Huihuang Yu; Yahui Hu; Xuehai Zhou (HPCC/SmartCity/DSS, 2019)

An Overview of FPGA Based Deep Learning Accelerators: Challenges and Opportunities. - Teng Wang; Chao Wang 003; Xuehai Zhou; Huaping Chen 001 (HPCC/SmartCity/DSS, 2019)

FPNet: Customized Convolutional Neural Network for FPGA Platforms. - Yang Yang 080; Chao Wang 003; Lei Gong; Xuehai Zhou (FPT, 2019)

WGAN-Based Synthetic Minority Over-Sampling Technique: Improving Semantic Fine-Grained Classification for Lung Nodules in CT Images. - Qingfeng Wang 004; Xuehai Zhou; Chao Wang 003; Zhiqin Liu; Jun Huang 005; Ying Zhou; Changlong Li; Hang Zhuang; Jie-Zhi Cheng (IEEE Access, 2019)

Power Optimization of WiFi Networks based on RSSI-awareness. - Bo Chen 010; Xi Li 003; Xuehai Zhou (EAI Endorsed Trans. Mob. Commun. Appl., 2019)

DCW: A Reactive and Predictable Programming Framework for LET-Based Distributed Real-Time Systems. - Bo Wan; Xi Li 003; Bo Zhang; Caixu Zhao; Xianglan Chen; Chao Wang 003; Xuehai Zhou (ACM Trans. Design Autom. Electr. Syst., 2019)

OctCNN: An Energy-Efficient FPGA Accelerator for CNNs using Octave Convolution Algorithm. - Wenqi Lou; Chao Wang 003; Lei Gong; Xuehai Zhou (CLUSTER, 2020)

WiderFrame: An Automatic Customization Framework for Building CNN Accelerators on FPGAs: Work-in-Progress. - Lei Gong; Chao Wang 003; Xi Li 003; Xuehai Zhou (CODES+ISSS, 2020)

ConvCloud: An Adaptive Convolutional Neural Network Accelerator on Cloud FPGAs. - Yang Yang 080; Chao Wang 003; Lei Gong; Xuehai Zhou (FPGA, 2020)

WooKong: A Ubiquitous Accelerator for Recommendation Algorithms With Custom Instruction Sets on FPGA. - Chao Wang 003; Lei Gong; Xiang Ma; Xi Li 003; Xuehai Zhou (IEEE Trans. Computers, 2020)

Addressing Irregularity in Sparse Neural Networks Through a Cooperative Software/Hardware Approach. - Xi Zeng; Tian Zhi; Xuda Zhou; Zidong Du; Qi Guo 001; Shaoli Liu; Bingrui Wang; Yuanbo Wen; Chao Wang 003; Xuehai Zhou; Ling Li 001; Tianshi Chen 002; et al. (IEEE Trans. Computers, 2020)

WinoNN: Optimizing FPGA-Based Convolutional Neural Network Accelerators Using Sparse Winograd Algorithm. - Xuan Wang 020; Chao Wang 003; Jing Cao; Lei Gong; Xuehai Zhou (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

ParaML: A Polyvalent Multicore Accelerator for Machine Learning. - Shengyuan Zhou; Qi Guo 001; Zidong Du; Dao-Fu Liu; Tianshi Chen 002; Ling Li 001; Shaoli Liu; Jinhong Zhou; Olivier Temam; Xiaobing Feng 002; Xuehai Zhou; Yunji Chen (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

A Ubiquitous Machine Learning Accelerator With Automatic Parallelization on FPGA. - Chao Wang 003; Lei Gong; Xi Li 003; Xuehai Zhou (IEEE Trans. Parallel Distributed Syst., 2020)

SAP-SGD: Accelerating Distributed Parallel Training with High Communication Efficiency on Heterogeneous Clusters. - Jing Cao; Zongwei Zhu; Xuehai Zhou (CLUSTER, 2021)

CVFCC: CV-Based Framework for Container Consolidation in Cloud Data Centers. - Yuting Li; Yun Xu; Xuehai Zhou (CLUSTER, 2021)

LAP: A Lightweight Automata Processor for Pattern Matching Tasks. - Haojun Xia; Lei Gong; Chao Wang 003; Xianglan Chen; Xuehai Zhou (DATE, 2021)

UH-JLS: A Parallel Ultra-High Throughput JPEG-LS Encoding Architecture for Lossless Image Compression. - Xuan Wang 020; Lei Gong; Chao Wang 003; Xi Li 003; Xuehai Zhou (ICCD, 2021)

Vapor: A GPU Sharing Scheduler with Communication and Computation Pipeline for Distributed Deep Learning. - Xiaorui Zhu; Lei Gong; Zongwei Zhu; Xuehai Zhou (ISPA/BDCloud/SocialCom/SustainCom, 2021)

FEAS: A Faster Event-driven Accelerator Supporting Inhibitory Spiking Neural Network. - Songsong Li; Lei Gong; Teng Wang; Chao Wang 003; Xuehai Zhou (PAAP, 2021)

Deployment and verification of machine learning tool-chain based on kubernetes distributed clusters. - Haoyu Cai; Chao Wang 003; Xuehai Zhou (CCF Trans. High Perform. Comput., 2021)

Neural Network Instruction Set Extension and Code Mapping Mechanism. - Wenqi Lou; Chao Wang 003; Lei Gong; Xuehai Zhou (Int. J. Softw. Informatics, 2021)

An FPGA Based Accelerator for Clustering Algorithms With Custom Instructions. - Chao Wang 003; Lei Gong; Fahui Jia; Xuehai Zhou (IEEE Trans. Computers, 2021)

Tinker: A Middleware for Deploying Multiple NN-Based Applications on a Single Machine. - Chao Wang 003; Lihui Jin; Lei Gong; Chongchong Xu; Yahui Hu; Luchao Tan; Xuehai Zhou (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021)

GenSeq+: A Scalable High-Performance Accelerator for Genome Sequencing. - Chao Wang 003; Lei Gong; Shiming Lei; Haijie Fang; Xi Li 003; Aili Wang 003; Xuehai Zhou (IEEE ACM Trans. Comput. Biol. Bioinform., 2021)

Improving HW/SW Adaptability for Accelerating CNNs on FPGAs Through A Dynamic/Static Co-Reconfiguration Approach. - Lei Gong; Chao Wang 003; Xi Li 003; Xuehai Zhou (IEEE Trans. Parallel Distributed Syst., 2021)

LKSM: Light Weight Key-Value Store for Efficient Application Services on Local Distributed Mobile Devices. - Changlong Li; Hang Zhuang; Qingfeng Wang 004; Chao Wang 003; Xuehai Zhou (IEEE Trans. Serv. Comput., 2021)

SOLAR: Services-Oriented Deep Learning Architectures-Deep Learning as a Service. - Chao Wang 003; Lei Gong; Xi Li 003; Qi Yu; Aili Wang 003; Patrick Hung; Xuehai Zhou (IEEE Trans. Serv. Comput., 2021)

Work-in-Progress: HeteroRW: A Generalized and Efficient Framework for Random Walks in Graph Analysis. - Yingxue Gao; Lei Gong; Chao Wang 003; Xuehai Zhou (CODES+ISSS, 2022)

Work-in-Progress: Scheduler for Collaborated FPGA-GPU-CPU Based on Intermediate Language. - Nan Hu; Chao Wang 003; Xuehai Zhou; Xi Li 003 (CODES+ISSS, 2022)

SDMA: An Efficient and Flexible Sparse-Dense Matrix-Multiplication Architecture for GNNs. - Yingxue Gao; Lei Gong; Chao Wang 003; Teng Wang; Xuehai Zhou (FPL, 2022)

FedNorm: An Efficient Federated Learning Framework with Dual Heterogeneity Coexistence on Edge Intelligence Systems. - Zirui Lian; Weihong Liu; Jing Cao; Zongwei Zhu; Xuehai Zhou (ICCD, 2022)

BabelTower: Learning to Auto-parallelized Program Translation. - Yuanbo Wen; Qi Guo 001; Qiang Fu; Xiaqing Li; Jianxing Xu; Yanlin Tang; Yongwei Zhao; Xing Hu 001; Zidong Du; Ling Li 001; Chao Wang 003; Xuehai Zhou; et al. (ICML, 2022)

Heterogeneous computing on mobile GPU-FPGA cooperation platform. - Nan Hu; Xuehai Zhou; Xi Li 003 (Int. J. High Perform. Syst. Archit., 2022)

Conv-inheritance: A hardware-efficient method to compress convolutional neural networks for edge applications. - Yang Yang 080; Chao Wang 003; Lei Gong; Min Wu 008; Xuehai Zhou (Neurocomputing, 2022)

OctCNN: A High Throughput FPGA Accelerator for CNNs Using Octave Convolution Algorithm. - Wenqi Lou; Lei Gong; Chao Wang 003; Zidong Du; Xuehai Zhou (IEEE Trans. Computers, 2022)

Enabling One-Size-Fits-All Compilation Optimization for Inference Across Machine Learning Computers. - Yuanbo Wen; Qi Guo 001; Zidong Du; Jianxing Xu; Zhenxing Zhang; Xing Hu 001; Wei Li 008; Rui Zhang 040; Chao Wang 003; Xuehai Zhou; Tianshi Chen 002 (IEEE Trans. Computers, 2022)

ViA: A Novel Vision-Transformer Accelerator Based on FPGA. - Teng Wang; Lei Gong; Chao Wang 003; Yang Yang 080; Yingxue Gao; Xuehai Zhou; Huaping Chen 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

A flexible dataflow CNN accelerator on FPGA. - Haoran Li; Lei Gong; Chao Wang 003; Xuehai Zhou (CCGridW, 2023)

Sparse-HeteroCL: From Sparse Tensor Algebra to Highly Customized Accelerators on FPGAs. - Jize Pang; Lei Gong; Chao Wang 003; Xuehai Zhou (CCGridW, 2023)

Work-in-Progress: NAPMAE: Generalized Data-Efficient Neural Architecture Predictor with Masked Autoencoder. - Qiaochu Liang; Lei Gong; Chao Wang 003; Xuehai Zhou; Xi Li 003 (CODES+ISSS, 2023)

FastRW: A Dataflow-Efficient and Memory-Aware Accelerator for Graph Random Walk on FPGAs. - Yingxue Gao; Teng Wang; Lei Gong; Chao Wang 003; Xi Li 003; Xuehai Zhou (DATE, 2023)

NAF: Deeper Network/Accelerator Co-Exploration for Customizing CNNs on FPGA. - Wenqi Lou; Jiaming Qian; Lei Gong; Xuan Wang 020; Chao Wang 003; Xuehai Zhou (DATE, 2023)

Enabling Elastic Resource Management in Cloud FPGAs via A Multi-layer Collaborative Approach. - Wenbin Teng; Lei Gong; Chao Wang 003; Xuehai Zhou (FCCM, 2023)

DataMaster: A GNN-based Data Type Optimizer for Dataflow Design in FPGA. - Zheyuan Zou; Lei Gong; Chao Wang 003; Xuehai Zhou (FCCM, 2023)

hAP: A Spatial-von Neumann Heterogeneous Automata Processor with Optimized Resource and IO Overhead on FPGA. - Xuan Wang 020; Lei Gong; Jing Cao; Wenqi Lou; Weiya Wang; Chao Wang 003; Xuehai Zhou (FPGA, 2023)

FlashDAM: Flexible I/O Throttling for the User Experience of Mobile Systems. - Changlong Li; Chao Wang 003; Xuehai Zhou; Edwin H.-M. Sha (ICCD, 2023)

Emergent Communication for Rules Reasoning. - Yuxuan Guo; Yifan Hao 001; Rui Zhang 040; Enshuai Zhou; Zidong Du; Xishan Zhang; Xinkai Song; Yuanbo Wen; Yongwei Zhao; Xuehai Zhou; Jiaming Guo; Qi Yi; et al. (NeurIPS, 2023)

NeuralMAE: Data-Efficient Neural Architecture Predictor with Masked Autoencoder. - Qiaochu Liang; Lei Gong; Chao Wang 003; Xuehai Zhou; Xi Li 003 (PRCV (8), 2023)

OrthoDETR: A Streamlined Transformer-Based Approach for Precision Detection of Orthopedic Medical Devices. - Xiaobo Zhang; Huashun Li; Jingzhao Li; Xuehai Zhou (Algorithms, 2023)

Distributed and deep vertical federated learning with big data. - Ji Liu 003; Xuehai Zhou; Lei Mo; Shilei Ji; Yuan Liao; Zheng Li; Qin Gu; Dejing Dou (Concurr. Comput. Pract. Exp., 2023)

Enabling Fast and Memory-Efficient Acceleration for Pattern Matching Workloads: The Lightweight Automata Processing Engine. - Lei Gong; Chao Wang 003; Haojun Xia; Xianglan Chen; Xi Li 003; Xuehai Zhou (IEEE Trans. Computers, 2023)

Algorithm/Hardware Co-Optimization for Sparsity-Aware SpMM Acceleration of GNNs. - Yingxue Gao; Lei Gong; Chao Wang 003; Teng Wang; Xi Li 003; Xuehai Zhou (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

Emergent Communication for Numerical Concepts Generalization. - Enshuai Zhou; Yifan Hao 001; Rui Zhang 040; Yuxuan Guo; Zidong Du; Xishan Zhang; Xinkai Song; Chao Wang 003; Xuehai Zhou; Jiaming Guo; Qi Yi; Shaohui Peng; et al. (AAAI, 2024)

Beyond Training: A Zero-Shot Framework to Neural Architecture and Accelerator Co-Exploration. - Wei Fu; Wenqi Lou; Lei Gong; Chao Wang 003; Xuehai Zhou (CLUSTER Workshops, 2024)

PowerLens: An Adaptive DVFS Framework for Optimizing Energy Efficiency in Deep Neural Networks. - Jiawei Geng; Zongwei Zhu; Weihong Liu; Xuehai Zhou; Boyu Li 006 (DAC, 2024)

SoGraph: A State-Aware Architecture for Out-of-Memory Graph Processing on HBM-Equipped FPGAs. - Qianyu Cheng; Zhendong Zheng; Tianhao Jiang; Cheng Tang 004; Teng Wang; Lei Gong; Chao Wang 003; Xuehai Zhou (FPL, 2024)

LORA: A Latency-Oriented Recurrent Architecture for GPT Model on Multi-FPGA Platform with Communication Optimization. - Zhendong Zheng; Qianyu Cheng; Teng Wang; Lei Gong; Xianglan Chen; Cheng Tang 004; Chao Wang 003; Xuehai Zhou (FPL, 2024)

FlexWalker: An Efficient Multi-Objective Design Space Exploration Framework for HLS Design. - Zheyuan Zou; Cheng Tang 004; Lei Gong; Chao Wang 003; Xuehai Zhou (FPL, 2024)

Enhancing Long Sequence Input Processing in FPGA-Based Transformer Accelerators through Attention Fusion. - Yunji Qin; Wenqi Lou; Chao Wang 003; Lei Gong; Xuehai Zhou (ACM Great Lakes Symposium on VLSI, 2024)

AutoMiner: Reinforcement Learning-Based Mining Attack Simulator. - Wei Li; Lide Xue; Ziyang Han; Bingren Chen; Xishan Zhang; Xuehai Zhou (ICA3PP (1), 2024)

FusionFrame: A Fusion Dataflow Scheduling Framework for DNN Accelerators via Analytical Modeling. - Liutao Zheng; Huiying Lan; Xiang Liu 017; Linshan Jiang; Xuehai Zhou (ICA3PP (6), 2024)

EPipe: Pipeline Inference Framework with High-quality Offline Parallelism Planning for Heterogeneous Edge Devices. - Yi Xiong 003; Weihong Liu; Rui Zhang; Yulong Zu; Zongwei Zhu; Xuehai Zhou (ICCAD, 2024)

AutoSparse: A Source-to-Source Format and Schedule Auto- Tuning Framework for Sparse Tensor Program. - Xiangjun Qu; Lei Gong; Wenqi Lou; Qianyu Cheng; Xianglan Chen; Chao Wang 003; Xuehai Zhou (ICCD, 2024)

UniCoMo: A Unified Learning-Based Cost Model for Tensorized Program Tuning. - Zihan Wang; Lei Gong; Wenqi Lou; Qianyu Cheng; Xianglan Chen; Chao Wang 003; Xuehai Zhou (ICCD, 2024)

MFNAS: Multi-fidelity Exploration in Neural Architecture Search with Stable Zero-Shot Proxy. - Wei Fu; Wenqi Lou; Yunji Qin; Lei Gong; Chao Wang 003; Xuehai Zhou (PRICAI (1), 2024)

ECFO: An Efficient Edge Classification-Based Fusion Optimizer for Deep Learning Compilers. - Wei Li 008; Pengcheng Wang; Yutong Wu; Kangcheng Liu; Lide Xue; Zidong Du; Xishan Zhang; Xuehai Zhou (SMC, 2024)

Advancing tracking-by-detection with MultiMap: Towards occlusion-resilient online multiclass strawberry counting. - Xuehai Zhou; Yuyang Zhang; Xintong Jiang; Kashif Riaz; Phil Rosenbaum; Mark Lefsrud; Shangpeng Sun (Expert Syst. Appl., 2024)

Heter-Train: A Distributed Training Framework Based on Semi-Asynchronous Parallel Mechanism for Heterogeneous Intelligent Transportation Systems. - Jiawei Geng; Jing Cao; Haipeng Jia; Zongwei Zhu; Hai Fang; Chengxi Gao; Cheng Ji 002; Gangyong Jia; Guangjie Han; Xuehai Zhou (IEEE Trans. Intell. Transp. Syst., 2024)

Flexible and Efficient Memory Swapping Across Mobile Devices With LegoSwap. - Changlong Li; Yu Liang 004; Liang Shi 001; Chao Wang 003; Chun Jason Xue; Xuehai Zhou (IEEE Trans. Parallel Distributed Syst., 2024)

Ace-Sniper: Cloud-Edge Collaborative Scheduling Framework With DNN Inference Latency Modeling on Heterogeneous Devices. - Weihong Liu; Jiawei Geng; Zongwei Zhu; Yang Zhao; Cheng Ji 002; Changlong Li; Zirui Lian; Xuehai Zhou (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

Enhancing Graph Random Walk Acceleration via Efficient Dataflow and Hybrid Memory Architecture. - Yingxue Gao; Teng Wang; Lei Gong; Chao Wang 003; Yiqing Hu; Yi Yang; Zhongming Liu; Xi Li 003; Xuehai Zhou (IEEE Trans. Computers, 2024)

GOFL: An Accurate and Efficient Federated Learning Framework Based on Gradient Optimization in Heterogeneous IoT Systems. - Zirui Lian; Jing Cao; Zongwei Zhu; Xuehai Zhou; Weihong Liu (IEEE Internet Things J., 2024)

FedStar: Efficient Federated Learning on Heterogeneous Communication Networks. - Jing Cao; Ran Wei; Qianyue Cao; Yongchun Zheng; Zongwei Zhu; Cheng Ji 002; Xuehai Zhou (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

Unleashing Network/Accelerator Co-Exploration Potential on FPGAs: A Deeper Joint Search. - Wenqi Lou; Lei Gong; Chao Wang 003; Jiaming Qian; Xuan Wang 020; Changlong Li; Xuehai Zhou (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

NebulaFL: Self-Organizing Efficient Multilayer Federated Learning Framework With Adaptive Load Tuning in Heterogeneous Edge Systems. - Zirui Lian; Jing Cao; Qianyue Cao; Weihong Liu; Zongwei Zhu; Xuehai Zhou (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

Arch2End: Two-Stage Unified System-Level Modeling for Heterogeneous Intelligent Devices. - Weihong Liu; Zongwei Zhu; Boyu Li 006; Yi Xiong 003; Zirui Lian; Jiawei Geng; Xuehai Zhou (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

FlexBCM: Hybrid Block-Circulant Neural Network and Accelerator Co-Search on FPGAs. - Wenqi Lou; Yunji Qin; Xuan Wang 020; Lei Gong; Chao Wang 003; Xuehai Zhou (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

Enhancing HLS Performance Prediction on FPGAs Through Multimodal Representation Learning. - Longshan Shang; Teng Wang; Lei Gong; Chao Wang 003; Xuehai Zhou (IEEE Embed. Syst. Lett., 2024)

CoQMoE: Co-Designed Quantization and Computation Orchestration for Mixture-of-Experts Vision Transformer on FPGA. - Jiale Dong; Hao Wu; Zihao Wang; Wenqi Lou; Zhendong Zheng; Lei Gong; Chao Wang 003; Xuehai Zhou (Euro-Par (2), 2025)

Archer: Adaptive Memory Compression with Page-Association-Rule Awareness for High-Speed Response of Mobile Devices. - Changlong Li; Zongwei Zhu; Chao Wang 003; Fangming Liu; Fei Xu; Edwin H.-M. Sha; Xuehai Zhou (FAST, 2025)

UbiMoE: A Ubiquitous Mixture-of-Experts Vision Transformer Accelerator With Hybrid Computation Pattern on FPGA. - Jiale Dong; Wenqi Lou; Zhendong Zheng; Yunji Qin; Lei Gong; Chao Wang; Xuehai Zhou (ISCAS, 2025)

QiMeng-Xpiler: Transcompiling Tensor Programs for Deep Learning Systems with a Neural-Symbolic Approach. - Shouyang Dong; Jun Bi; Di Huang; Jiaming Guo; Jianxing Xu; Ruibai Xu; Xinkai Song; Yifan Hao 001; Ling Li 001; Xuehai Zhou; Tianshi Chen 002; Qi Guo 001; et al. (OSDI, 2025)

Graph-Transformer with spatial-spectral features fusion for hyperspectral image classification. - Zhouzhou Zheng; Mohamed Debbagh; Xuehai Zhou; Shangpeng Sun; Yuxiang Huang (Expert Syst. Appl., 2025)

Freezing-based Memory and Process Co-design for User Experience on Resource-limited Mobile Devices. - Changlong Li; Zongwei Zhu; Chun Jason Xue; Yu Liang 004; Rachata Ausavarungnirun; Liang Shi 001; Xuehai Zhou (ACM Trans. Comput. Syst., 2025)

A Lightweight I/O Throttling Service to Improve the User Experience of Mobile Devices. - Changlong Li; Zongwei Zhu; Yuyangjun Lu; Chao Wang 003; Xuehai Zhou; Edwin Hsing-Mean Sha (IEEE Trans. Serv. Comput., 2025)

Knowledge Probabilization in Ensemble Distillation: Improving Accuracy and Uncertainty Quantification for Object Detectors. - Yang Yang 080; Chao Wang 003; Lei Gong; Min Wu 008; Zhenghua Chen; Xiang Li; Xianglan Chen; Xuehai Zhou (IEEE Trans. Artif. Intell., 2025)

UbiMoE: A Ubiquitous Mixture-of-Experts Vision Transformer Accelerator With Hybrid Computation Pattern on FPGA. - Jiale Dong; Wenqi Lou; Zhendong Zheng; Yunji Qin; Lei Gong; Chao Wang 003; Xuehai Zhou (CoRR, 2025)

Hardware Accelerated Vision Transformer via Heterogeneous Architecture Design and Adaptive Dataflow Mapping. - Yingxue Gao; Teng Wang; Lei Gong; Chao Wang 003; Dong Dai 001; Yang Yang 080; Xianglan Chen; Xi Li 003; Xuehai Zhou (IEEE Trans. Computers, 2025)

QiMeng-Xpiler: Transcompiling Tensor Programs for Deep Learning Systems with a Neural-Symbolic Approach. - Shouyang Dong; Yuanbo Wen; Jun Bi; Di Huang; Jiaming Guo; Jianxing Xu; Ruibai Xu; Xinkai Song; Yifan Hao 001; Xuehai Zhou; Tianshi Chen 002; Qi Guo 001; et al. (CoRR, 2025)

Uncertainty-Aware Self-Knowledge Distillation. - Yang Yang 080; Chao Wang 003; Lei Gong; Min Wu 008; Zhenghua Chen; Yingxue Gao; Teng Wang; Xuehai Zhou (IEEE Trans. Circuits Syst. Video Technol., 2025)

Magnifier: A Chiplet Feature-Aware Test Case Generation Method for Deep Learning Accelerators. - Boyu Li 006; Zongwei Zhu; Weihong Liu; Qianyue Cao; Changlong Li; Cheng Ji 002; Xi Li 003; Xuehai Zhou (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)

Advancing Neuromorphic Architecture Toward Emerging Spiking Neural Network on FPGA. - Yingxue Gao; Teng Wang; Yang Yang 080; Lei Gong; Xianglan Chen; Chao Wang 003; Xi Li 003; Xuehai Zhou (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)

HaloFL: Efficient Heterogeneity-Aware Federated Learning Through Optimal Submodel Extraction and Dynamic Sparse Adjustment. - Zirui Lian; Qianyue Cao; Chao Liang; Jing Cao; Zongwei Zhu; Zhi Yang; Cheng Ji 002; Changlong Li; Xuehai Zhou (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)