E - Mail:cswang@ustc.edu.cn
个人主页:http://staff.ustc.edu.cn/~cswang https://faculty.ustc.edu.cn/cswang/
主要研究方向:智能计算机体系结构、深度学习处理器、FPGA应用加速。
获奖情况:
2024年-高校计算机专业优秀教师奖励计划
2023年-国家级青年人才
2022年-DeepTech 中国智能计算科技创新人物
2021年-中国科学院青年创新促进会优秀会员
2016年-ACM中国新星提名奖
[1]. Wei Fu, Wenqi Lou, Cheng Tang, Hongbing Wen, Yunji Qin, Lei Gong, Chao Wang, Xuehai Zhou,UniCoS: A Unified Neural and Accelerator Co-Search Framework for CNNs and ViTs,DAC 2025.
[2]. Chenming Zhang, Lei Gong, Chao Wang and Xuehai Zhou, An Efficient Bit-level Sparse MAC-accelerated Architecture with SW/HW Co-design on FPGA, DAC 2025.
[3]. YinKang Gao, Bo Zhang, Yixuan Zhu, Lei Gong, Teng Wang, Wenqi Lou, Chao Wang, Xi Li, Xuehai Zhou: TSI: A Time-semantic Instruction Set for Deterministic Data-flow Execution in Real-time Embedded Systems, RTSS 2025.
[4]. Yingxue Gao, Teng Wang, Lei Gong, Chao Wang, Dong Dai, Yang Yang, Xianglan Chen, Xi Li, Xuehai Zhou: Hardware Accelerated Vision Transformer via Heterogeneous Architecture Design and Adaptive Dataflow Mapping. IEEE Trans. Computers 74(4): 1224-1238 (2025).
[5]. Yingxue Gao, Teng Wang, Yang Yang, Lei Gong, Xianglan Chen, Chao Wang, Xi Li, Xuehai Zhou: Advancing Neuromorphic Architecture Toward Emerging Spiking Neural Network on FPGA. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 44(9): 3465-3478 (2025)
[6]. Wenqi Lou, Yunji Qin, Xuan Wang, Lei Gong, Chao Wang, Xuehai Zhou: FlexBCM: Hybrid Block-Circulant Neural Network and Accelerator Co-Search on FPGAs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(11): 3852-3863 (2024).
[7]. Wenqi Lou, Lei Gong, Chao Wang, Jiaming Qian, Xuan Wang, Changlong Li, Xuehai Zhou: Unleashing Network/Accelerator Co-Exploration Potential on FPGAs: A Deeper Joint Search. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(10): 3041-3054 (2024)
[8]. Yingxue Gao, Teng Wang, Lei Gong, Chao Wang, Yiqing Hu, Yi Yang, Zhongming Liu, Xi Li, Xuehai Zhou: Enhancing Graph Random Walk Acceleration via Efficient Dataflow and Hybrid Memory Architecture. IEEE Trans. Computers 73(3): 887-901 (2024)
[9]. Lei Gong, Chao Wang, Haojun Xia, Xianglan Chen, Xi Li, Xuehai Zhou: Enabling Fast and Memory-Efficient Acceleration for Pattern Matching Workloads: The Lightweight Automata Processing Engine. IEEE Trans. Computers 72(4): 1011-1025 (2023)
[10].Yingxue Gao, Lei Gong, Chao Wang, Teng Wang, Xi Li, Xuehai Zhou: Algorithm/Hardware Co-Optimization for Sparsity-Aware SpMM Acceleration of GNNs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(12): 4763-4776 (2023)