Students

 

Postdoc vacancies

1. Full-time postdoctoral posisions in any of the following research areas are available.

  • Brain-inspired artificial intelligence (AI). The aim is to develop powerful AI models especially neural networks for computer vision related applications based on findings in neuroscience.
    • A background with neuroscience is preferred.
  • AI neuroscience. The aim is to study brain functions using AI models based on the similarity between the brain and AI models.
    • A background with neuroscience is preferred.

If you are interested, please send me an email with your CV.

2. 清华-华为联合博士后:

课题:深度神经网络安全与隐私保护关键技术研究

课题描述:现有人工智能系统在对抗性攻击下会有较大的安全隐患,如何保障人工智能系统的安全具有重要的价值也极具挑战。结合华为人工智能使能的业务(包括图像处理,文字识别,语言理解,网络智能体等等),研究对抗深度神经网络关键技术,探索对抗攻击的根因,突破对抗训练、模型验证和Certified Rotustness等关键技术。

人工智能隐私是可信人工智能中重要的一个研究方向。本研究课题重点聚焦在兼顾utility的同时,构建隐私学习、隐私保护测评、隐私攻击检测以及隐私增强等相关工具,同时进行AI隐私基本原理研究,探索模型记忆、信息泄露等本质问题,探索模型窃取、模型逆向和成员推理的攻击的原理,并突破对应的防御关键技术。

招收要求:

1、机器学习和计算机安全相关专业博士毕业

2、熟悉Python,Tensorflow,PyTorch

3、熟悉深度神经网络安全(如对抗样本、模型鲁棒性、药饵攻击等)优先

4、熟悉深度神经网络隐私保护(如成员推理防御、模型防窃取等),或有隐私保护背景研究(如差分隐私等)优先 5、有相关论文发表于CCF-A类会议期刊者优先

薪资:参考华为的博士入职水平。

人事关系可选择入清华大学或者华为。

Current postgraduate students

Zhanhao Hu (PhD)

Shangqi Guo (PhD, co-supervising)

Han Liu (PhD)

Chufeng Tang (PhD)

Gang Zhang (PhD)

Hang Chen (PhD)

Xiao Li (PhD)

Xiaopei Zhu (PhD, co-supervising)

Runxuan Yang (PhD)

Shuning Zhao (PhD)

Weiyi Zhang (Master)

Zefan Wang (Master)

AMINUL HUQ (Master)

ALBERT MILLAN (Master)

Current undergraduate students

Ziyu Ren (Dept. of CS)

Kai Li (Qinghua University)

Kuiyu Wang (Dept. of Physics)

Yuan Gao (Dept. of CS)

Xiaodi Yuan (IIIS)

Weifan Wang (Xinya College)

Moufan Li (Dept. of CS)

Guo Chen (Dept. of CS)

Zhi Zheng (Xinya College)

Former postgraduate students

Shan Nan (Dept. of Physics)

Hamza Keurti (Master)

Valentin Yiu (Master)

Eskender (Master, co-supervising)

Nicolas Lang (Master)

Haoran Chen (Master; now @ Microsoft)

Xiang Li (PhD, co-supervising; now @ Nanjing Univ of Sci and Tech)

Yulong Wang (PhD; now @ Alibaba)

Jian Wu (Master; now @ Lingdongyin Tech)

Valery Kovtun (Master)

Niange Yu (Master; co-supervised; now @ Apple, Beijing)

Yisu Zhou (Master; co-supervised)

Fangzhou Liao (PhD, co-superivsed; now @ Shukun Tech)

Xi Chen (Master; now @Face++)

Qingtian Zhang (PhD, co-superivsed; now Postdoc @ Tsinghua)

Ming Liang (PhD, co-superivsed; now @ Uber Technologies, Toronto)

Xiaolu Zhang (PhD, co-superivsed; now @ IBM China)

Former visiting students

Fabian Fluerenbrock (Master, RWTH Aachen University)

Shuning Zhao (Master, The University of New South Wale)

Zhi Cheng (Undergraduate, University of Toronto)

Shouwen Wang (PhD, Huazhong University of Science and Technology)

Xiaoyang Liu (PhD, Huazhong University of Science and Technology; now @ CityU of Hong KOng)

Jianfeng Wang (Master, BUPT; now @ Lenovo)

Xibin Yue (Master, BFU; now @ Moji)

Former undergraduate students

Jikai Han (Beihang University; now @ The University of Manchester)

Yuanda Liao (Dept. of CS; now @ Tsinghua University)

Chen Wu (Dept. of Foreign Languages and Literatures)

Jing Wen (Dept. of CS; now @ CMU)

Jianjin Xu (Dept. of CS; now @ Columbia University)

Changran Hu (Dept. of EE; now @ Stanford University)

Jiarui Lu (Dept. of CS)

Qibin Chen (Dept. of CS)

Jialin Zhao (Dept. of CS)

Zhanhao Hu (Dept. of Physics; now @ Tsinghua University)

Yi Zhang (Dept. of EE; now @ Johns Hopkins University)

Shaoxiong Wang (Dept. of CS; now @ MIT)

Chengzhi Mao (Dept. of EE)

Xingyu Jin (Dept. of EE; now @ CMU)

Xiaoyang Guo (Dept. of CS; now @ CUHK)

Ke Bai (Dept. of Physics; now @ Duke University)

Chengxu Zhuang (Dept. of EE; now @ Stanford University)

Jian Wu (Dept. of EE; now @ Tsinghua University)

Yue Zhao (Dept. of EE; now @ CUHK)

Chen Huang (Dept. of CS)

Menghao Zhang (Dept. of CS; now @ Tsinghua University)

Yulong Wang (Dept. of EE; now @ Tsinghua Univ.)

Chen Liu (Dept. of CS; now @ EPFL)

Peiyun Hu (Dept. of CS; now @ UC Irvine)

Tianlin Shi (Institute of Interdisciplinary Information Sciences; now @ Stanford University)

Peng Qi (School of Software; now @ Stanford University)

Shuochen Su (Dept. of CS; now @ University of British Columbia)

Yun Yang (Dept. of Math.; now @ Duke University)

Qiaochu, He (Dept. of Automotive Engineering; now @ UC Berkley)



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