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

A Power-Efficient Accelerator for Convolutional Neural Networks. - Fan Sun; Chao Wang 003; Lei Gong 003; 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 003; 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 003; 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 003; 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 003; Bo Wan; Aili Wang 003; Xi Li 003; Xuehai Zhou (CyPhy, 2017)

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

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

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

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

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

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

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

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

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

MALOC: A Fully Pipelined FPGA Accelerator for Convolutional Neural Networks With All Layers Mapped on Chip. - Lei Gong 003; 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 003; Xuehai Zhou (APPT, 2019)

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

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

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

WiderFrame: An Automatic Customization Framework for Building CNN Accelerators on FPGAs: Work-in-Progress. - Lei Gong 003; 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 003; Xuehai Zhou (FPGA, 2020)

Chameleon: Image Style Transfer Based on Image Classification Networks. - Haobo Li; Ratan Dey; Lei Gong 003; Chao Wang 003 (HPCC/DSS/SmartCity, 2020)

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

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

LAP: A Lightweight Automata Processor for Pattern Matching Tasks. - Haojun Xia; Lei Gong 003; 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 003; 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 003; Zongwei Zhu; Xuehai Zhou (ISPA/BDCloud/SocialCom/SustainCom, 2021)

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

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

An FPGA Based Accelerator for Clustering Algorithms With Custom Instructions. - Chao Wang 003; Lei Gong 003; 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 003; 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 003; 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 003; Chao Wang 003; Xi Li 003; Xuehai Zhou (IEEE Trans. Parallel Distributed Syst., 2021)

SOLAR: Services-Oriented Deep Learning Architectures-Deep Learning as a Service. - Chao Wang 003; Lei Gong 003; 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 003; Chao Wang 003; Xuehai Zhou (CODES+ISSS, 2022)

Work-in-Progress: BloCirNN: An Efficient Software/hardware Codesign Approach for Neural Network Accelerators with Block-Circulant Matrix. - Yunji Qin; Lei Gong 003; Zhendong Zheng; Chao Wang 003 (CODES+ISSS, 2022)

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

WGeod: A General and Efficient FPGA Accelerator for Object Detection. - Zihan Wang; Mengying Zhao; Lei Gong 003; Chao Wang 003 (ISPA/BDCloud/SocialCom/SustainCom, 2022)

Multi-clusters: An Efficient Design Paradigm of NN Accelerator Architecture Based on FPGA. - Teng Wang; Lei Gong 003; Chao Wang 003; Yang Yang 080; Yingxue Gao (NPC, 2022)

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

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

ViA: A Novel Vision-Transformer Accelerator Based on FPGA. - Teng Wang; Lei Gong 003; 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 003; Chao Wang 003; Xuehai Zhou (CCGridW, 2023)

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

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

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

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

Enabling Fast and Memory-Efficient Acceleration for Pattern Matching Workloads: The Lightweight Automata Processing Engine. - Lei Gong 003; 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 003; Chao Wang 003; Teng Wang; Xi Li 003; Xuehai Zhou (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

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

AutoSparse: A Source-to-Source Format and Schedule Auto- Tuning Framework for Sparse Tensor Program. - Xiangjun Qu; Lei Gong 003; 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 003; 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 003; Chao Wang 003; Xuehai Zhou (PRICAI (1), 2024)

PriorNet: A Novel Lightweight Network with Multidimensional Interactive Attention for Efficient Image Dehazing. - Yutong Chen; Zhang Wen; Chao Wang 003; Lei Gong 003; Zhongchao Yi (CoRR, 2024)

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

Unleashing Network/Accelerator Co-Exploration Potential on FPGAs: A Deeper Joint Search. - Wenqi Lou; Lei Gong 003; Chao Wang 003; Jiaming Qian; Xuan Wang 020; Changlong Li 006; 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 003; 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 003; Chao Wang 003; Xuehai Zhou (IEEE Embed. Syst. Lett., 2024)

A similarity-aware MOE-based method for optimizing tensor programs across diverse GPUs. - Haowen Hou; Zihan Wang; Yining Song; Lei Gong 003; Chao Wang 003; Xi Li 003; Xuehai Zhou (CLUSTER Workshops, 2025)

Optimizing the Execution Core for Value Prediction in Superscalar Processors. - Yibo Zhang; Lei Gong 003; Chao Wang 003; Xuehai Zhou (CLUSTER Workshops, 2025)

Hermes: An FPGA-based NTT Accelerator Supporting Various Lengths for HHE. - Hang Gu; Teng Wang; Qianyu Cheng; Jinao Li; Zhendong Zheng; Lei Gong 003; Chao Wang 003; Xuehai Zhou (CODES+ISSS, 2025)

Late Breaking Results: Source-Aware Adaptive Cache Management for CXL-enabled Disaggregated Memory Sharing. - Qianyu Cheng; Jiajun Ji; Teng Wang; Zihan Wang; Lei Gong 003; Chao Wang 003; Xuehai Zhou (DAC, 2025)

UniCoS: A Unified Neural and Accelerator Co-Search Framework for CNNs and ViTs. - Wei Fu; Wenqi Lou; Cheng Tang 004; Hongbing Wen; Yunji Qin; Lei Gong 003; Chao Wang 003; Xuehai Zhou (DAC, 2025)

Late Breaking Results: A Fast Nearest Neighbor Search Acceleration for 3D Point Cloud. - Jinao Li; Teng Wang; Qianyu Cheng; Zhendong Zheng; Lei Gong 003; Chao Wang 003; Xi Li 003; Xuehai Zhou (DAC, 2025)

An Efficient Bit-level Sparse MAC-accelerated Architecture with SW/HW Co-design on FPGA. - Chenming Zhang; Lei Gong 003; Chao Wang 003; Xuehai Zhou (DAC, 2025)

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 003; Chao Wang 003; Xuehai Zhou (Euro-Par (2), 2025)

Ph.D. Project: A Novel Compilation-Based Approach for Generating Sparse Tensor Accelerators. - Xingyan Chen; Lei Gong 003; Chao Wang 003 (FCCM, 2025)

Automated FPGA Accelerator Generation Framework for Transformers with Dataflow Optimization. - Wenqi Lou; Yunji Qin; Zihao Wang; Chao Wang 003; Lei Gong 003; Xuehai Zhou (ICPP, 2025)

ResDDQN-FPGA: A Reinforcement Learning Framework for Dynamic and Efficient Control in Resonant DC-DC Converters. - Yutong Chen; Hai Li; Lei Gong 003; Chao Wang 003 (ISCAS, 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 003; Chao Wang 003; Xuehai Zhou (ISCAS, 2025)

TSI: A Time-Semantic Instruction Set for Deterministic Data-Flow Execution in Real-Time Embedded Systems. - Yinkang Gao; Bo Zhang; Yixuan Zhu; Lei Gong 003; Teng Wang; Wenqi Lou; Chao Wang 003; Xi Li 003; Xuehai Zhou (RTSS, 2025)

Work-in-Progress: A Timing-Anomaly Free Dynamic Scheduling on Heterogeneous Systems. - Yixuan Zhu; Yinkang Gao; Binze Jiang; Xiaohang Gong; Lei Gong 003; Chao Wang 003; Xi Li 003; Xuehai Zhou (RTSS, 2025)

Optimizing utilization in logical execution time system with preserved externally-observable timed I/O semantics. - Bo Zhang; Caixu Zhao; Yinkang Gao; Yixuan Zhu; Lei Gong 003; Teng Wang; Wenqi Lou; Xi Li 003 (J. Syst. Archit., 2025)

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

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

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

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

QLlama: An FPGA-Based Microscaling Quantization Accelerator for Energy-Efficient Llama2 Inference. - Hongbing Wen; Zihao Wang; Jiale Dong; Wenqi Lou; Lei Gong 003; Chao Wang 003; Xuehai Zhou (IEEE Embed. Syst. Lett., 2025)

ActionFlow: A Pipelined Action Acceleration for Vision Language Models on Edge. - Yuntao Dai; Hang Gu; Teng Wang; Qianyu Cheng; Yifei Zheng; Zhiyong Qiu; Lei Gong 003; Wenqi Lou; Xuehai Zhou (CoRR, 2025)

CloserToMe: A Unified Framework for Accurate and Transferable Latency Prediction Across Heterogeneous Devices. - Cheng Tang 004; Guochong Sui; Wenqi Lou; Zihan Wang; Jiayi Tuo; Wenqian Xie; Yinkang Gao; Yixuan Zhu; Lei Gong 003; Chao Wang 003; Xuehai Zhou (AAAI, 2026)

UDP: A Universal DSP Packing Framework for Low-bitwidth MAC Acceleration on FPGAs. - Jundong Wu; Zhendong Zheng; Lei Gong 003; Chao Wang 003; Xuehai Zhou (FPGA, 2026)

Crystal-KV: Efficient KV Cache Management for Chain-of-Thought LLMs via Answer-First Principle. - Zihan Wang; Cheng Tang 004; Lei Gong 003; Cheng Li; Chao Wang 003; Teng Wang; Wenqi Lou; Xuehai Zhou (CoRR, 2026)

Reducing End-to-End Latency of Cause-Effect Chains with Shared Cache Analysis. - Yixuan Zhu; Yinkang Gao; Bo Zhang; Xiaohang Gong; Binze Jiang; Lei Gong 003; Wenqi Lou; Teng Wang; Chao Wang 003; Xi Li 003; Xuehai Zhou (CoRR, 2026)

A Timing-Anomaly Free Dynamic Scheduling on Heterogeneous Systems. - Yixuan Zhu; Yinkang Gao; Lei Gong 003; Binze Jiang; Xiaohang Gong; Zihan Wang; Cheng Tang 004; Wenqi Lou; Teng Wang; Chao Wang 003; Xi Li 003; Xuehai Zhou (CoRR, 2026)

FG-KD: A Novel Forward Gradient-Based Framework for Teacher Knowledge Augmentation. - Yang Yang 080; Chao Wang 003; Lei Gong 003; Min Wu 008; Zhenghua Chen; Xuehai Zhou (IEEE Trans. Artif. Intell., 2026)

UniCoX: A Unified Cost Model for Tensorized Program Tuning Across Ubiquitous Accelerators. - Zihan Wang; Lei Gong 003; Wenqi Lou; Teng Wang; Qianyu Cheng; Xianglan Chen; Chao Wang 003; Xuehai Zhou (IEEE Trans. Computers, 2026)

MoE-Sched: Enabling Efficient FPGA Deployment of Mixture-of-Experts Vision Transformers via Coordinated Scheduling. - Jiale Dong; Wenqi Lou; Hao Wu; Zhendong Zheng; Yunji Qin; Lei Gong 003; Chao Wang 003; Xuehai Zhou (IEEE Trans. Very Large Scale Integr. Syst., 2026)

Hermes: A Unified High-Performance NTT Architecture with Hybrid Dataflow. - Hang Gu; Teng Wang; Qianyu Cheng; Jinao Li; Zhendong Zheng; Lei Gong 003; Wenqi Lou; Xi Li 003; Xuehai Zhou (CoRR, 2026)

TETRIS: A Novel FPGA Virtualization Framework for Fine-grained Sharing via Hierarchical Reconfiguration. - Wenbin Teng; Wenqi Lou; Teng Wang; Lei Gong 003; Chao Wang 003; Xuehai Zhou (ACM Trans. Reconfigurable Technol. Syst., 2026)

Scheduling Cause-Effect Chains without Timing Anomalies in End-to-End Latency. - Yixuan Zhu; Bo Zhang; Yinkang Gao; Haoyuan Ren; Cheng Tang 004; Caixu Zhao; Lei Gong 003; Teng Wang; Wenqi Lou; Xi Li 003 (CoRR, 2026)

UniSparTa: A Unified Sparse Tensor Program Tuning Framework. - Zihan Wang; Lei Gong 003; Xiangjun Qu; Cheng Tang 004; Wenqi Lou; Teng Wang; Qianyu Cheng; Xianglan Chen; Chao Wang 003; Xuehai Zhou (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2026)

LORA: A Latency-Oriented Recurrent Architecture for Large Language Model on Multi-FPGA Platform With Communication Optimization. - Zhendong Zheng; Qianyu Cheng; Teng Wang; Wenqi Lou; Lei Gong 003; Xianglan Chen; Chao Wang 003; Xuehai Zhou (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2026)