主要从事智能计算系统算法和架构研究：构建具有更高交互效率、更高计算效率的智能芯片和系统

招生专业： 计算机科学与技术；计算机系统结构；人工智能

招生方向：自动程序生成；芯片架构设计；人工智能算法

每年招收1-2名博士，2-3名硕士研究生，欢迎具有自驱力和学术理想的同学报考！

2023-10~现在, 中国科学院计算技术研究所, 研究员

2020-04~2023-09, 中科院计算技术研究所, 副研究员

2017-01~2020-04,加州大学圣芭芭拉分校, 博后

2009.09-2014.07 中国科学院大学 计算技术研究所 博士

2005.09-2009.07 华中科技大学 学士

学术兼职

长期担任体系结构旗舰会议MICRO、ISCA、HPCA、DAC及人工智能会议AAAI、NeurIPS、ICML等程序委员会委员或审稿人。

个人主页： xinghu-cs.github.io

谷歌学术：‪Xing Hu‬ - ‪Google Scholar‬

Selected papers:

[1] Shaohui Peng, Xing Hu, Rui Zhang, Jiaming Guo, Qi Yi, Ruizhi Chen, Zidong Du, Ling Li, Qi Guo, Yunji Chen. Conceptual Reinforcement Learning for Language-Conditioned Tasks. AAAI Conference on Artificial Intelligence (AAAI). 2023. (CCF-A)

[2] Hu, Xing, Ling Liang, Xiaobing Chen, Lei Deng, Yu Ji, Yufei Ding, Zidong Du, Qi Guo, Tim Sherwood, Yuan Xie. A Systematic View of Model Leakage Risks in Deep Neural Network Systems. IEEE TRANSACTIONS ON COMPUTERS[J]. 2022. (CCF-A)

[3] Wen, Yuanbo, Qi Guo, Du, Zidong, Xu, Jianxing, Zhang, Zhenxing, Xing Hu, Wei Li, Rui Zhang, Chao Wang, Zhou Xuehai, Chen, Tianshi. Enabling One-Size-Fits-All Compilation Optimization for Inference Across Machine Learning Computers. IEEE TRANSACTIONS ON COMPUTERS[J]. 2022, 71(9): 2313-2326. (CCF-A)
[4] Huang, Di, Zhang, Rui, Hu, Xing, Zhang, Xishan, Jin, Pengwei, Li, Nan, Du, Zidong, Guo, Qi, Chen, Yunji. Neural Program Synthesis with Query. ICLR, 2022. 

[5] Chen, Xiaobing, Wang, Yuke, Xie, Xinfeng, Hu, Xing*, Basak, Abanti, Liang, Ling, Yan, Mingyu, Deng, Lei, Ding, Yufei, Du, Zidong, Xie, Yuan. Rubik: A Hierarchical Architecture for Efficient Graph Neural Network Training. IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS[J]. 2022, 41(4): 936-949. (CCF-A)

[6] Peng, Shaohui, Hu, Xing, Zhang, Rui, Tang, Ke, Guo, Jiaming, Yi, Qi, Chen, Ruizhi, Zhang, Xishan, Du, Zidong, Li, Ling, Guo, Qi, Chen, Yunji. Causality-driven Hierarchical Structure Discovery for Reinforcement Learning. NeurIPS, 2022. (CCF-A)

[7] Han, Husheng, Xu, Kaidi, Hu, Xing*, Chen, Xiaobing, Liang, Ling, Du, Zidong, Guo, Qi, Wang, Yanzhi, Chen, Yunji. ScaleCert: Scalable Certified Defense against Adversarial Patches with Sparse Superficial Layers. NeurIPS, 2021. (CCF-A)

[8] Xinkai Song, tian zhi, Fan Zhe, Zhang zhenxing, Zeng Xi, Li Wei, Hu Xing, Du Zidong, Guo Qi, Chen Yunji. Cambricon-G: A Polyvalent Energy-efficient Accelerator for Dynamic Graph Neural Networks. IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS[J]. 2021. (CCF-A)

[9] Xie, Xinfeng, Liang, Zheng, Gu, Peng, Basak, Abanti, Deng, Lei, Liang, Ling, Hu, Xing, Xie, Yuan, IEEE Comp Soc. SpaceA: Sparse Matrix Vector Multiplication on Processing-in-Memory Accelerator. 2021 27TH IEEE INTERNATIONAL SYMPOSIUM ON HIGH-PERFORMANCE COMPUTER ARCHITECTURE (HPCA 2021). 2021, 570-583, (CCF-A)

[10] Yongwei Zhao, Chang Liu, Zidong Du, Qi Guo, Xing Hu, Yimin Zhuang, Zhenxing Zhang, Xinkai Song, Wei Li, Xishan Zhang, Ling Li, Xu Zhiwei, Tianshi Chen. Cambricon-Q: A Hybrid Architecture for Efficient Training. ISCA, 2021, (CCF-A)

[11] Hu, Xing, Zhao, Yang, Deng, Lei, Liang, Ling, Zuo, Pengfei, Ye, Jing, Lin, Yingyan, Xie, Yuan. Practical Attacks on Deep Neural Networks by Memory Trojaning. IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS[J]. 2021, 40(6): 1230-1243. (CCF-A)

[12] Lin, Jilan, Wen, ChengDa, Hu, Xing, Tang, Tianqi, Lin, IngChao, Wang, Yu, Xie, Yuan. Rescuing RRAM-Based Computing From Static and Dynamic Faults. IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS[J]. 2021, 40(10): 2049-2062. (CCF-A)
[13] Liang, Ling, Hu, Xing, Deng, Lei, Wu, Yujie, Li, Guoqi, Ding, Yufei, Li, Peng, Xie, Yuan. Exploring Adversarial Attack in Spiking Neural Networks with Spike-Compatible Gradient. TNNLS, 2023. (CCF-A)

1.  国家自然科学青年基金

2.  国家级高层次青年人才计划

3.  中科院高层次青年人才计划

4.  科技创新2030 (课题)

已指导学生

张凌波  硕士研究生  085404-计算机技术  

蔡韵科  硕士研究生  085404-计算机技术  

现指导学生

靳鹏威  博士研究生  081201-计算机系统结构  

刘洋  博士研究生  081200-计算机科学与技术  

袁凯钊  博士研究生  081200-计算机科学与技术  

李琰朕  硕士研究生  085410-人工智能  

官奕琳  博士研究生  081200-计算机科学与技术  

阚照瑄  博士研究生  081200-计算机科学与技术  

李崇骁  博士研究生  081200-计算机科学与技术  

高鸣驹  硕士研究生  081200-计算机科学与技术  

田子康  博士研究生  081200-计算机科学与技术  

南子渊  博士研究生  081200-计算机科学与技术  

史文轩  硕士研究生  081200-计算机科学与技术  

赵阳  硕士研究生  085400-电子信息  

郑昕瑶  博士研究生  081200-计算机科学与技术