获奖情况:
1. 全国高校教师教学创新大赛全国一等奖
2. 北京市普通高校优秀本科毕业设计(论文)指导教师
3. det365在线登录优秀博士论文指导教师
发明专利:
[1] 贾小涛等 一种基于磁随机存储器的支持通用计算的存内计算系统 ZL 2020 1 0483849.4
代表性论文:
[1] Xiaotao Jia, Bohan Wang, Xueyan Wang, Jianlei Yang, Weisheng Zhao, BiBNN: 88.6% Computation Reduction in Bayesian Neural Networks via Post-Training Bernoullization, ACM/IEEE Design Automation Conference 2026. (DAC, CCF-A)
[2] Xiaotao Jia, Bingyue Zhang, Zigui Wu, Jianlei Yang, Xueyan Wang, Weisheng Zhao, High-Performance Bayesian Neural Network Inference Accelerator Based on FPGA, IEEE Transactions on Circuits and Systems for Artificial Intelligence, 2025. (TCAS-AI)
[3] Yuhao Liu, Xiaotao Jia, Guangcai Yuan, Jianyi Yu, Cong Shi, Qi Wei, Youguang Zhang, Weisheng Zhao, Fei Qiao, AM-CIM: Approximate Memory Based Near Sensor Compute-in-Memory Architecture for Keyword Spotting, IEEE Transactions on Circuits and Systems I: Regular Papers, 2025. (TCAS-I, Q1)
[4] Shiyao Li, Yingchun Hu, Xuefei Ning, Xihui Liu, Ke Hong, Xiaotao Jia, Xiuhong Li, Yaqi Yan, Pei Ran, Guohao Dai, Shengen Yan, Huazhong Yang, Yu Wang, MBQ: Modality-balanced quantization for large vision-language models, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025. (CVPR, CCF-A)
[5] Huiyi Gu, Xiaotao Jia, Yuhao Liu, Jianlei Yang, Xueyan Wang, Youguang Zhang, SD Cotofana, Weisheng Zhao, CiM-BNN: Computing-in-MRAM Architecture for Stochastic Computing Based Bayesian Neural Network, IEEE Transactions on Emerging Topics in Computing, 2023, 12(4), 980-990. (TETC, Q1)