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声明：我在网站上陈列的内容，是基于我的认知 - 它不可避免得会带有一定的我的主观色彩（虽然我已经尽我所能摒弃主观色彩，而尽量去分享客观的东西）。考虑到我的认知并不是完全没有参考价值，所以我依然决定把我的认知分享出来供读者参考，这会对迷茫的、没有思路的读者起到一定的帮助作用。要强调的一点是，我并非认为只有我的认知是对的 其他认知都是错的，毕竟条条大路通罗马，而且每个人都有适合自己的路子，每个人选择的道路和做事方法和形成的认知都值得尊重~我也建议每位读者多去了解了解其他人的认知以及好建议，毕竟兼听则明~总之，我输出的内容的确是我的认知，但是这只是我的建议与个人想法，仅供参考~

我希望你能明白，CS有这么多的技术，那就会导致CS文书有一万种写法，那CS Master的申请者理论上最应该展现给录取委员会的CS人设到底是什么，有什么呈现方法，不是学CS的人，是不知道的。比如我们在下面随便举几个例子，你就能明白了。
比如如下是计算机学科下常见的12个领域的顶级会议（顶会）的不完全统计。

想要写好优质的CS申硕文书，你最好是能看懂这些顶会的paper里的一些模型/算法/解决/思路/方案，这样才能有可能基于顶会的paper里的知识，写出优质的CS申硕文书：
你可能会觉得这太难了。。。你自己看不太懂。那没事啊，你找能看懂顶会paper的人（比如申硕导师/中介）给你写CS申硕文书，我相信他如果能看懂顶会paper的话，那他写出的CS申硕文书的质量一定不会低。

你可能会觉得这种导师或者中介，太难找了。。。

那没事，我们退而求其次，你（或者你找的申硕导师/中介）需要非常懂你那个领域的CS知识，是一个起码要守住的底线

比如我们用AI的CNN模型举个例子吧，你（或者你找的申硕导师/中介）需要懂：
或者是，你找的中介最好能够帮助你把下面的技术（或者更多更难的技术）串在一起，再增添一些深奥的素材，来证明你的Full-stack Web能力是顶级的：
或者是，你找的中介最好能懂信息安全 - 例如Audit Log Analysis，然后大概都能知道这些paper是讲的什么的以及如何演化的：
或者是，你找的中介最好能够帮助你把下面的Linux内核知识里的某些点提取出来，再增添一些深奥的素材，来证明你的Linux的系统开发能力是顶级的：
那比如，就拿这个Linux内核这件事来说，与它有关的深入知识有什么呢？

我们先纵向看下内核的组成：
那这些不同的层大概会发生什么交互或者操作呢？

那就是得看这个图了：
那如果打系统内核这种形象申CS硕士的话，那这个中介起码得从这个图里的一些知识点里抽取一些难度大的加入到你的文书素材吧？你说对吧~



所以，通过刚猛的CS文书证明自己的CS能力的优秀、去干翻CS硕士录取委员会，并且证明自己可以解决美国互联网公司Software Engineer工作中难到爆炸的工作任务，才是申请美国CS硕士取胜的核心。  

那互联网公司都有啥任务要解决呢？我们以ML Platform组为例，一起看一看：
比如一个常见的ML System是Ads System（广告系统），这个系统大概的组成部分以及每一个部分业务要处理的事情包括：


——————————————————————————


我提醒一下啊，就是不管你构思什么形象，你在申请CS硕士的时候，基本都要确保你申的CS硕士是有你的形象对应的方向的~


我的意思是，如果你的形象是NLP，但你申的大学的CS硕士没有NLP方向，那你如果真的想申这个学校的CS硕士的话，你还是换成一个这个学校有的方向的技术形象去申，别用NLP去申。


那问题就来了，美国大学的CS硕士们，都有什么CS子方向？我们看一下CS专排40的学校的CS方向吧：


  • CS四大
  • CS专排5-10
  • CS专排11-15
  • CS专排16-20
  • CS专排21-26
  • CS专排27-30
  • CS专排31-35
  • CS专排36-40
1 - Massachusetts Institute of Technology 麻省理工学院
(1) AI and Society (2) AI for Healthcare and Life Sciences (3) Biological and Medical Devices and Systems (4) Communications Systems (5) Computational Fabrication and Manufacturing (6) Computer Architecture (7) Educational Technology (8) Electronic, Magnetic, Optical and Quantum Materials and Devices (9) Energy (10) Graphics and Vision (11) Human-Computer Interaction (12) Information Science and Systems (13) Integrated Circuits and Systems (14) Nanoscale Materials, Devices, and Systems (15) Natural Language and Speech Processing (16) Optics + Photonics (17) Optimization and Game Theory (18) Programming Languages and Software Engineering (19) Quantum Computing, Communication, and Sensing (20) Robotics (21) Security and Cryptography (22) Signal Processing (23) Systems and Networking (24) Systems Theory, Control, and Autonomy (25) Theory of Computation





2 - Carnegie Mellon University 卡耐基梅隆大学
College of Engineering: (1) Advanced Manufacturing (2) Artificial Intelligence (3) COVID-19 (4) Cyberphysical Systems (5) Cybersecurity (6) Energy & Environment (7) Health & Biomedicine (8) Robotics Heinz College of Information Systems and Public Policy: (1) Arts & Entertainment (2) Crime & Drug Policy (3) Cyber Security & Data Privacy (4) Digital Consumer Behavior (5) International & Labor Economics (6) Energy & Environment (7) Health Care (8) Information Technology (9) Smart Cities Mellon College of Science: (1) Sustainability Science (2) Computational Finance (3) Cosmology (4) Life Sciences Breakthroughs (5) Quantum Computing (6) Materials of the Future (7) Neuroscience (8) Mathematical Foundations of Artificial Intelligence School of Computer Science - Computational Biology Department: (1) Algorithms in Nature (2) Statistical Machine Learning Methods for Genetical Genomics Analysis (3) Bringing machine learning to the clinic (4) Molecular Design and Simulation (5) Computational Medicine (6) Active learning of cell organization (7) How The Genome Evolved for Vocal Learning and Speech Production (8) The Immune Basis of Alzheimer’s Disease School of Computer Science - Computer Science Department: (1) Artificial Intelligence (2) Graphics (3) Programming Languages (4) Security (5) Systems (6) Theory School of Computer Science - Human-Computer Interaction Institute: (1) Accessibility (2) Applied Machine Learning (3) Artificial Intelligence (AI) (4) Augmented Reality (AR) (5) Computational Creativity (6) Computational Fabrication (7) Context-Aware Computing (8) Crowdsourcing (9) Design Research (10) Education (11) Enabling Technologies (12) Fairness,Accountability,Transparency,and Ethics (FATE) (13) Future of Work (14) Game Design (15) Healthcare (16) Human Assistance (17) Human-Centered Al (18) Learning Sciences and Technologies (19) Security and Privacy (20) Service Design (21) Social Computing (22) Social Good (23) Societal Problems (24) Tools (25) Virtual Reality (VR) (26) Wearables School of Computer Science - Language Technologies Institute: (1) Natural Language Processing and Computational Linguistics (2) Information Retrieval, Text Mining and Analytics (3) Information Extraction, Summarization and Question Answering (4) Speech Processing (5) Spoken Interfaces and Dialogue Processing (6) Multimodal Computing and Interaction (7) Language Technologies for Education (8) Machine Translation (9) Machine Learning (10) Computational Biology (11) Knowledge Representation, Reasoning and Acquisition (12) Knowledge Representation and Reasoning School of Computer Science - Machine Learning Department
官网没细写方向 https://www.ml.cmu.edu/research/ School of Computer Science - Robotics Institute: (1) Field & Service Robotics (2) Graphics & Creative Tools (3) Human-Centered Robotics (4) Manipulation & Interfaces (5) Robot Structures (6) Robotics Foundations (7) Sensing & Perception School of Computer Science - Software and Societal Systems Department: (1) Analysis & Assurance (2) APIs & Frameworks (3) Applied Systems and Infrastructure (4) Architecture & Design (5) Autonomous Systems (6) Complex Socio-Technical Systems (7) Computing Technology and Policy (8) Developer Tools (9) Distributed Systems (10) Languages (11) Network Science and Social Networks (12) Organizations (13) Privacy and Security (14) Requirements (15) Software Data Analysis Entertainment Technology Center
官网没细写方向 https://www.etc.cmu.edu/ Integrated Innovation Institute
官网没细写方向 https://www.cmu.edu/iii/projects-research/index.html



2 - Stanford University 斯坦福大学
(1) Artificial Intelligence (2) Architecture (3) Biomedicine and Health Computational Biology (4) Computational Cognitive&Neuro-science (5) Computer Graphics (6) Computer Security (7) Computer Systems (8) Computer Vision (9) Data Science (10) Computational Education (11) Empirical Machine Learning (12) Human-Centered and Creative Al (13) Human-Computer Interaction (HCI) (14) Machine Learning (15) Natural Language Processing and Speech (16) Networking (17) Operating/Distributed Systems (18) Programming Systems and Verification (19) Reinforcement Learning (20) Robotics (21) Statistical or Theoretical Machine Learning Theory





2 - University of California - Berkeley 加州大学伯克利分校
(1) Artificial Intelligence (AI) (2) Computer Architecture & Engineering (ARC) (3) Biosystems & Computational Biology (BIO) (4) Control, Intelligent Systems, and Robotics (CIR) (5) Cyber-Physical Systems and Design Automation (CPSDA) (6) Database Management Systems (DBMS) (7) Education (EDUC) (8) Power and Energy (ENE) (9) Graphics (GR) (10) Human-Computer Interaction (HCI) (11) Information, Data, Network, and Communication
(12) Sciences (IDNCS) (13) Integrated Circuits (INC) (14) Micro/Nano Electro Mechanical Systems (MEMS) (15) Operating Systems & Networking (OSNT) (16) Physical Electronics (PHY) (17) Programming Systems (PS) (18) Scientific Computing (SCI) (19) Security (SEC) (20) Signal Processing (SP) (21) Theory (THY)




5 - University of Illinois - Urbana Champaign 伊利诺伊大学厄本那-香槟分校
(1) Architecture, Compilers, and Parallel Computing (2) Artificial Intelligence (3) Bioinformatics and Computational Biology (4) Computers and Education (5) Data and Information Systems (6) Interactive Computing (7) Programming Languages, Formal Methods, and (8) Software Engineering (9) Scientific Computing (10) Security and Privacy (11) Systems and Networking (12) Theory and Algorithms



6 - Cornell University 康奈尔大学 Ithaca: (1) Architecture (2) Artificial Intelligence (3) Computational Biology (4) Database Systems (5) Graphics (6) Human Interaction (7) Machine Learning (8) Natural Language Processing (9) Programming Languages (10) Robotics (11) Scientific Computing (12) Security (13) Software Engineering (14) Systems and Networking (15) Theory of Computing (16) Vision NYC: (1) Artificial Intelligence (2) Business & Entrepreneurship (3) Data & Modeling (4) Human-Centered Computing (5) Law & Policy (6) Security & Privacy (7) Technology, Society & Ethics



6 - Georgia Institute of Technology 佐治亚理工学院 (1) Computer Architecture (2) Databases (3) Foundations of Artificial Intelligence (4) Information Security (5) Programming Languages and Compilers (6) Networks (7) Software Engineering (8) Systems (9) Theory (10) Artificial Intelligence & Machine Learning (11) Geometry, Graphics & Animation (12) Human-Centered Computing & Cognitive Science (13) Information Visualization & Visual Analytics (14) Robotics and Computational Perception (15) Social Computing & Computational Journalism (16) Ubiquitous and Wearable Computing (17) Virtual and Augmented Environments (18) Applied and Mathematical Cryptography (19) Cybersecurity and International Affairs (20) Cyber-Physical Systems (21) Cybersecurity Policy and Law (22) Election Security (23) Forensics and Attribution (24) Hardware Security and Sidechannel Analysis (25) Malware (26) Network and System Security (27) Privacy and Data Protection



6 - University of Washington - Seattle 华盛顿大学 Seattle: (1) Artificial Intelligence (2) Augmented & Virtual Reality (3) Computational & Synthetic Biology (4) Computer Architecture (5) Computer Graphics, Vision, Animation & Game Science (6) Computing for Development (7) Data Science (8) Data Management & Visualization (9) Fabrication (10) Human Computer Interaction & Accessible Technology (11) Machine Learning (12) Molecular Information Systems (13) Natural Language Processing (14) Programming Languages & Software Engineering (15) Robotics (16) Security & Privacy (17) Systems & Networking (18) Theory of Computation (19) Ubiquitous Computing (20) Wireless & Sensor Systems Tacoma和Bothell: 方向与老师都很少： https://www.tacoma.uw.edu/set/facultyresearch https://www.uwb.edu/stem/faculty/css-faculty

6 - Princeton University 普林斯顿大学 (1) Computational Biology (2) Computer Architecture (3) Economics / Computation (4) Human-Computer Interaction (5) Machine Learning (6) Natural Language Processing (7) Policy (8) Programming Languages / Compilers (9) Robotics (10) Security & Privacy (11) Systems (12) Theory (13) Vision / Graphics

9 - University of Texas - Austin 德克萨斯大学奥斯汀分校 (1) Artificial Intelligence (2) Bioinformantics and Computational Biology (3) Computer Architecture (4) Computer Vision (5) Formal Methods (6) Graphics and Visualization (7) Human-Computer Interaction (8) Intelligent Robotics (9) Machine Learning (10) Natural Language Processing (11) Operating Systems, Distributed Systems,& Networking (12) Parallel Computing (13) Programming Languages & Compilers (14) Scientific Computing (15) Security & Privacy (16) Theoretical Computer Science






11 - California Institute of Technology 加州理工学院
(1) Algorithmic Economics (2) Artificial Intelligence and Machine Learning (3) Computational Biology (4) Graphics and Geometry (5) Information Theory and Applied Probability (6) Mathematics of Data (7) Mathematical Modeling and Analysis (8) Molecular Programming and Synthetic Biology (9) Networked and Distributed Systems (10) Optimization (11) Quantum Information and Computation (12) Robotics and Autonomous Control (13) Scientific Computing and Numerical Analysis (14) Theoretical Computer Science








11 - Columbia University 哥伦毕业大学 (1) Theory (2) Graphics and User Interfaces (3) NLP & Speech (4) Security & Privacy (5) Computational Biology (6) Software Systems (7) Computer Engineering (8) Networking (9) Vision & Robotics (10) Machine Learning (11) Artificial Intelligence







11 - University of California - Los Angeles 加州大学洛杉矶分校 CS: (1) Artificial Intelligence (2) Computer System Architecture & CAD (3) Computational Systems Biology (4) Graphics & Vision (5) Information & Data Management (6) Network Systems (7) Software Systems (8) Computer Science Theory M.Eng. (1) Artificial Intelligence (2) Autonomous Systems (3) Data Science (4) Digital Health Technology (5) Green Energy Systems (6) IoT Systems (7) Translational Medicine







11 - University of California - San Diego 加州大学圣地亚哥分校 (1) Algorithms, Complexity and Cryptography (Theory group) (2) Artificial Intelligence (3) Bioinformatics (4) Computer Architecture and Compilers (5) Computing Education Research (6) Databases and Information Management (7) Embedded Systems & Software (8) Human-Computer Interaction / The Design Lab (9) Programming Systems (10) Robotics (11) Security and Cryptography (12) Software Engineering (13) Systems and Networking (14) Ubiquitous Computing and eXtended Intelligence (15) Visual Computing (Computer Graphics and Computer Vision) (16) VLSI/CAD (Computer-Aided Design)







11 - University of Michigan - Ann Arbor 密歇根大学安娜堡分校 Ann Arbor: (1) Artificial Intelligence (2) Chip Design, Architecture, & Emerging Devices (3) Databases & Data Mining (4) Embedded & Mobile Systems (5) Formal Methods & Automated Reasoning (6) Human-Computer Interaction (7) Languages, Compilers, & Runtime Systems (8) Networking, Operating Systems, & Distributed Systems (9) Robotics (10) Secure, Trustworthy, & Reliable Systems (11) Theory of Computation (12) Warehouse-Scale & Parallel Systems Dearborn: (1) Automotive Engineering (2) Bioengineering (3) Computing and Networks (4) Cybersecurity (5) Data Management (6) Data Science (7) Game Design (8) Heat and Mass Transfer in Energy Technology (9) Human Factors and Ergonomics (10) Integrated Design & Manufacturing (11) Machine Learning, Optimization, and Intelligent Systems (12) Materials and Material Processing (13) Nano Electronics and Photonic Materials and Devices (14) Operations Research and Decision Science (15) Power Electronics and Energy Systems (16) Robotics (17) Software Engineering (18) Vibrations and Mechanics (19) Wearable Sensors

Flint: 方向与老师都较少













16 - Harvard University 哈佛大学
(1) Artificial Intelligence (2) Computation and Society (3) Computational and Data Science (4) Computational Neuroscience (5) Computer Architecture (6) Economics and Computation (7) Graphics, Vision, and Visualization (8) Human-Computer Interaction (9) Machine Learning (10) Programming Languages (11) Systems, Networks, and Databases (12) Theory of Computation

17 - University of Maryland - College Park 马里兰大学帕克分校 College Park: (1) AI And Robotics (2) Algorithms And Theory (3) Bioinformatics And Computational Biology (4) Computer Vision And Machine Perception (5) Cybersecurity And Cryptography (6) Databases And Big Data (7) Graphics, Visualization, And VR/AR (8) High Performance And Scientific Computing (9) Human Computer Interaction (10) Information Retrieval And Geographic Information Systems (GIS) (11) IoT And Wearables Technology (12) Machine Learning And Data Science (13) Natural Language Processing (14) Programming Languages And Software Engineering (15) Quantum Computing (16) Systems And Networking Baltimore County: (1) Artificial Intelligence (2) Machine Learning and Data Mining (3) Multi-Agent Systems (4) Wireless Sensor Networks (5) Web 2.0 (6) Graphics and Visualization (7) Game Development (8) Systems (9) Security

17 - University of Pennsylvania 宾夕法尼亚大学 (1) Machine Learning and Artificial Intelligence (2) Natural Language Processing (Computational Linguistics) (3) Robotics (4) Computer Vision and Graphics (5) AI for Health, Computational Biology and Biomedical/Clinical Informatics (6) Data Science Platforms, Machine Learning Systems, and Databases (7) Algorithmic Fairness and Data Privacy (8) Human-Computer Interaction (9) Computational Social Science (10) Computer Architecture and Quantum Computing Systems (11) Compilers and Program Analysis (12) Distributed Systems, Networks, and Operating Systems (13) Real-Time, Cyber-Physical, IoT, and Autonomous Systems (14) Computer Security and Cryptography (15) Algorithms and Computational Complexity (16) Formal Methods and Logic (17) Programming Languages

17 - University of Wisconsin - Madison 威斯康辛大学麦迪逊分校 Madison: (1) Computer Architecture (2) Computer Vision (3) Data Science (4) Database Systems (5) Graphics / Visual Computing (6) Human-Computer Interaction (7) Machine Learning (8) Networks (9) Numerical Analysis (10) Optimization (11) Programming Languages and Software Engineering (12) Robotics (13) Security and Privacy (14) Systems (15) Theory Milwaukee: (1) Artificial Intelligence, Machine Learning, and Natural Language Processing (2) Database and Information Systems (3) Image Processing and Computer Graphics (4) Medical and Bio Informatics (5) Programming Language and Compilers (6) Theory and Algorithms Whitewater与La Crosse:
方向与老师都较少

20 - Johns Hopkins University 约翰霍普金斯大学 (1) Theory & Programming Languages (2) Systems (3) Computational Biology and Medicine (4) Information Security (5) Natural Language Processing (6) Machine Learning and Data Intensive Computing (7) Robotics, Vision, and Graphics

20 - Purdue University - West Lafayette 普渡大学西拉法叶分校 West Lafeyette: (1) Bioinformatics and Computational Biology (2) Computer Architecture (3) Computational Science and Engineering (4) Databases and Data Mining (5) Distributed Systems (6) Graphics and Visualization (7) Human-Computer Interaction (8) Information Security and Assurance (9) Artificial Intelligence, Machine Learning, and Natural Language Processing (10) Networking and Operating Systems (11) Programming Languages and Compilers (12) Software Engineering (13) Robotics and Computer Vision (14) Theory of Computing, Algorithms, and Quantum Computing Northwest与Fort Wayne: 教授和方向都较少

20 - Yale University 耶鲁大学 (1) Algorithms and Complexity Theory (2) Artificial Intelligence and Machine Learning (3) Computer Architecture (4) Computer Graphics (5) Computer Music (6) Computer Networks (7) Database Systems (8) Distributed Computing (9) Natural Language Processing (10) Operating Systems (11) Programming Languages and Compilers (12) Quantum Computing (13) Robotics (14) Scientific Computing and Applied Math (15) Security and Cryptography (16) Societal and Humanistic Aspects of Computation

















23 - Duke University 杜克大学
(1) Artificial Intelligence (2) Computation + X (3) Computer Science Education (4) Data Science (5) Systems (6) Theoretical Computer Science

23 - University of Massachusetts - Amherst 马萨诸塞大学阿默斯特分校 Amherst: (1) Artificial Intelligence (2) Computational Biology and Bioinformatics (3) Data Management (4) Electronic Teaching (5) Health Informatics (6) Human Language Technologies (7) Human-Computer Interactions (8) Information Visualization (9) Machine Learning (10) Mobile and Sensor Systems (11) Networking and Distributed Systems (12) Robotics, Computer Vision, and Graphics (13) Security and Privacy (14) Software Systems and Architecture (15) Theoretical Computer Science Boston: (1) Computational Biology (2) Data Mining (3) Databases (4) Distributed Software Systems (5) High Performance Computing (6) Knowledge Discovery (7) Mobile Security and Privacy (8) Network Information Systems (9) Service Computing (10) Software Verification (11) Visual Atttention Dartmouth: (1) Advanced Materials & Manufacturing Innovation (2) Biomedical/Healthcare Engineering (3) Computational Science & Engineering (4) Cybersecurity (5) Intelligent Systems & Communication (6) Mobility (7) Sustainability Engineering Lowell: (1) Biotech, Life Sciences (2) Cybersecurity (3) Flexible Electronics & Smart Textiles (4) Robotics (5) Public Health (6) Energy

23 - University of Southern California 南加州大学 CS: (1) Artificial Intelligence, Machine Learning, Privacy/FATE and Security (2) Theory and Computation (3) Systems, Databases, Software Engineering and CyberPhysical Systems (4) Computer Vision, Robotics, Graphics and HCI
CE: (1) Biological, Medical, and Biomedical (2) Communications, Information Theory, and Machine Learning (3) Computer Engineering (4) Control Systems (5) Electromagnetics and Energy Conversion (6) Integrated Circuits and Systems (7) Nanotechnology & Micro Electrical-Mechanical Systems (8) Networks (9) Parallel and Distributed Computing (10) Photon and Quantum Electronics (11) Quantum Information Processing (12) Signal and Image Processing

26 - University of North Carolina - Chapel Hill 北卡罗来纳大学教堂山分校 Chaper Hill: (1) Autonomous and Cyber-Physical Systems (2) Bioinformatics and Computational Biology (3) Computer Architecture (4) Computer Graphics (5) Computer-Supported Collaborative Work (6) Computer Vision (7) Geometric Computing (8) High-Performance Computing (9) Human-Computer Interaction (10) Machine Learning and Data Science (11) Medical Image Analysis (12) Natural Language Processing (13) Networking (14) Operating Systems (15) Real-Time Systems (16) Robotics (17) Security (18) Software (19) Theory Charlotte: (1) Theory, Algorithms and Complexity of Computing, Computing Cryptography, Quantum Computing (2) Computer System and Networking (3) Parallel Computing, High Performance Computing, Distributed and Cloud Computing (4) Computer Vision, Graphics, Visualization and HCI (5) Security and Privacy (6) Artificial Intelligence, Machine Learning and Deep Learning (7) Human Language Processing (8) Embedded, Real-time, Robotics, and IoT (9) Database, Data Mining, Big Data, and Informatics (10) Programming Language Theory and Software Engineering (11) CS Education, Computer Ethics and Cognition Greensboro: (1) Algorithms and Theory of Computing (2) Artificial Intelligence (3) Data Science and Machine Learning (4) Database Systems (5) Extended Reality (6) Image Processing (7) Networking (8) Online Social Networks (9) Security and Cryptography Wilmington: (1) Biometrics (2) Software Development (3) Information Security (4) Mobile Development (5) Natural Language Processing (6) Parallel Computing (7) Wireless Sensor Networks (8) Computer Vision (9) Unmanned Aerial Vehicles




















28 - Northwestern University 西北大学 (1) Systems and Networking (2) Security and Privacy (3) Programming Languages (4) Theory (5) Artificial Intelligence and Machine Learning (6) Human-Computer Interaction and Information Visualization (7) Vision and Graphics (8) Robotics (9) Computer Engineering


28 - Rice University 莱斯大学 (1) Computational Biology & Bioinformatics (2) Robotics & AI (3) Computer Systems & Engineering (4) Programming Languages, HPC & Formal Methods (5) Machine Learning & Data Science (6) Quantum Computing


28 - University of California - Irvine 加州大学尔湾分校
CS:
(1) Algorithms and Complexity Theory (2) Artificial Intelligence and Machine Learning (3) Biomedical Informatics And Computational Biology (4) Computational-Social Relationships (5) Computer Architecture (6) Computer Games and Virtual Worlds (7) Computer Graphics and Visualization (8) Computer-Supported Cooperative Work (9) Computer Vision (10) Database Systems (11) Design (12) Educational Technology (13) Embedded Systems (14) Environmental Informatics (15) Health Informatics (16) Human-Computer Interaction (17) Information Retrieval and Visualization (18) Interactive and Collaborative Technologies (19) Medical Informatics (20) Mobile and Ubiquitous Computing (21) Multimedia Computing (22) Networks and Distributed Systems (23) Operating Systems (24) Organization Studies (25) Privacy and Personalization (26) Programming Languages and Software Engineering (27) Science and Technology Studies (28) Scientific and Numerical Computing (29) Security, Privacy, Cryptography (30) Social Informatics (31) Software Engineering (32) Software Systems (33) Statistics and Statistical Theory (34) Sustainability and Green IT (35) Ubiquitous Computing

Networked System:
(1) Middleware/Real-Time Networks (2) Mobile Ad-Hoc Networks/Sensor Networks/Peer to Peer Networks
(3) Network Performance/Traffic Engineering (4) Network Security Wireless Networks




28 - University of California - Santa Barbara 加州大学圣塔芭芭拉分校 (1) Algorithms & Theory (2) Computational Science and Engineering (3) Computer Architecture (4) Database and Information Systems (5) Human Centered and Social Computing (6) Machine Learning and Data Mining (7) Networking (8) Operating Systems and Distributed Systems (9) Programming Languages and Software Engineering (10) Security and Cryptography (11) Visual Computing and Interaction


28 - University of Chicago 芝加哥大学 (1) AI & Machine Learning (2) Computing Education (3) Data & Databases (4) Human Computer Interaction (5) Scientific & High Performance Computing (6) Security & Privacy (7) Programming Languages (8) Systems, Architecture & Networking (9) Theory (10) Visual Computing


28 - University of Virginia 弗吉尼亚大学 (1) Computer Systems, Architecture, and Networks (2) Cyber Physical Systems (3) Artificial Intelligence (4) Security (5) Software Engineering (6) Theory























34 - Northeastern University 东北大学
(1) Algorithms & Theory (2) Artificial Intelligence (3) Computational Biology (4) Data Science (5) Data Visualization (6) Formal Methods (7) Games (8) Human-Computer Interaction (9) Machine Learning (10) Natural Language Processing and Information Retrieval (11) Network Science (12) Personal Health Informatics (13) Programming Languages (14) Robotics (15) Security and Privacy (16) Software Engineering (17) Systems and Networking





34 - Ohio State University 俄亥俄州立大学 (1) Artificial Intelligence (2) Computer Graphics (3) Networking & Distributed Computing (4) Software Engineering & Programming Languages (5) Systems (6) Theory & Algorithms







34 - Pennsylvania State University - University Park 宾州州立大学公园分校 University Park: (1) Biomedical Devices and Systems (2) Communications, Information Theory, and Coding over Networked Systems (3) Computational Science (4) Computer Architecture (5) Control and Decision Systems (6) Data Science and Artificial Intelligence (7) Electromagnetics (8) Electronic Materials and Devices (9) Integrated Circuits and Systems (10) Network and Mobile Systems (11) Operating Systems and Cloud Computing (12) Optical Materials, Devices, and Systems (13) Power and Energy Systems (14) Programming Languages and Compilers (15) Remote Sensing and Space Systems (16) Security and Privacy (17) Signal and Image Processing (18) Theoretical Computer Science Harrisburg: 方向和老师都很少







34 - University of Minnesota - Twin Cities 明尼苏达大学双城分校
Twin Cities: (1) Architectures, Compiler Optimization, and Embedded Systems (2) Bioinformatics and Computational Biology (3) Data Mining, Databases, and Geographical Information Systems (4) Graphics and Immersive Computing (5) High Performance Computing (6) Human Computer Interaction (HCI) (7) Networks, Distributed Systems, and Security (8) Robotics and Artificial Intelligence (9) Robotics and Artificial Intelligence (10) Theoretical Foundations Duluth: (1) Biomedical and Health Informatics: Combining computer science, engineering, and medicine (2) Computational Linguistics (3) Computer Networking (4) Data Mining and Machine Learning (5) Data Mining, Database Management and Parallel Algorithms for GPU’s (6) Software Engineering and Human-Computer Interaction (HCI) (7) Analysis of Algorithms, Theory of Evolutionary Computation (8) Information Retrieval (9) Natural Language Processing (10) Operating Systems & Security (11) Perception and Computer Graphics (12) Simulation and Environment Representation for Virtual Environments





























38 - New York University 纽约大学 Courant: (1) Algorithms & Theory (2) Computational Biology (3) Formal Methods & Verification (4) Graphics, Vision & User Interfaces (5) Machine Learning (6) Natural Language & Speech Processing (7) Networks, Operating & Distributed Systems (8) Scientific Computing Tandon: (1) Communications/IT (2) Cybersecurity (3) Data Science/AI/Robotics (4) Emerging Media (5) Health (6) Sustainability (7) Urban

38 - Rutgers, The State University of New Jersey - New Brunswick 罗格斯新泽西州立大学新布伦瑞克分校 New Brunswick: (1) Computer and Network Systems (2) Intelligent Systems (3) Theory of Computing Camden: 方向和老师都很少

38 - Texas A&M University - College Station 德州农工大学 - 大学城 College Station/Galveston: (1) Algorithms and Theory (2) Artificial Intelligence, Intelligent Systems, Machine Learning, Natural Language Processing (3) Bioinformatics, Computational Biology (4) Computational Science (5) Computer Architecture (6) Computer Science Education (7) Computer Vision (8) Cyber-Physical Systems (9) Cybersecurity (10) Data Science (11) Databases, Data Mining, Information Retrieval Systems (12) Digital Humanities (13) Electronic Design Automation and VLSI (14) Embedded Systems (15) Gaming (16) Graphics, Visualization and Computational Fabrication (17) Health (18) Human-Centered Systems (19) Networks (20) Parallel and Distributed Computing (21) Programming Languages, Compilers (22) Robotics, Human-Robot Interaction (23) Software and Software Engineering (24) Systems

38 - University of Colorado - Boulder 科罗拉多大学博尔德分校 Boulder: (1) Artificial Intelligence (2) Complex Systems (3) Computational Biology (4) Cyber-Physical and Autonomous Systems (5) Human-Centered Computing (6) Numerical & Scientific Computing (7) Programming Languages & Software Engineering (8) Robotics (9) Systems & Networking (10) Theory of Computing Colorado Springs: (1) Cyber Security, Physical Security, and Homeland Security (2) Machine Learning and Computer Vision (3) Software Engineering and Software Testing (4) Computer Graphics and Human-Computer Interaction (5) High Performance Computing, Compilers, and Programming Languages (6) Computer Networks, Systems, and Distributed Computing (7) Cloud Computing and BigData Processing (8) Computer Science Education (9) Computational Economics and Algorithmic Game Theory (10) Cyber-Physical Systems (11) Bioinformatics/Computation Biology Denver: (1) Animation, Neuroscience, and Al Computer Graphics & VR (2) Cyber-Physical Systems (3) Cybersecurity & Secure Computing (4) Data Science,Big Data Management and Mining (5) High-Performance Distributed Computing (6) Machine Learning (7) Parallel and Distributed Systems Theory and Algorithms

38 - Virginia Tech - Blacksburg 弗吉尼亚理工大学 Blacksburg: (1) Computational Biology and Bioinformatics (2) Data Analytics, Machine Learning, NLP, and Vision (3) Digital Education (4) HPC and Computational Science (5) Human Computer Interaction (6) Quantum Computing (7) Security (8) Software Engineering (9) Systems (10) Theory and Algorithms Northern: 方向和老师都很少

——————————————————————————


那我们自己的文书形象，到底如何确定？


我们先看一下错误的思维：

0

你的父母的专业与工作

0

+

0

你的本科GPA/成绩单/课程/专业/学校

0

+

你的背景

你的大型经历（比如科研/实习/比赛等）

0

+

0

你的推荐人

0

+

0

你的出入境记录

0

=

0

你的形象

上面是错误的。因为上面这个图的本质是【你的背景 = 你的形象】，但是其实正确的是【你的背景 ≠  你的形象】。


所以，正确的思维是：

0

你的父母的专业与工作

0

+

0

你的本科GPA/成绩单/课程/专业/学校

0

+

你的背景

你的大型经历（比如科研/实习/比赛等）

0

+

0

你的推荐人

0

+

0

你的出入境记录

0

↓

0

如果在这5个因素都满足的前提下，这个人会有怎样的career goal（职业目标）

0

↓

0

如果这5个因素都满足且这个人拥有这样的career goal的话，那，此时，这个人还是一个CS疯子，那这会是一个怎么样的疯子？这个疯子形象（大神形象）才是适合你的CS申硕形象。


所以，你的背景 ≠  你的形象。


你的背景只是产生一个CS疯子形象的前提。


这个CS疯子形象，是由CS技能的展示，支撑起来的。你需要动用一切方法构思出这个技能，然后写在你的文书里。

但是，其实文书远远不只是由专业化的CS知识写出的文字 这么简单。。。

还有更“花里胡哨”的东西。。。

为了说明白这些，我们还是看一下肖哥在做申硕上的成长、以及对CS申硕文书的认知升级过程吧：


然后，经过进一步的深入思考，肖哥发现电影和文书在本质上的确一模一样：

总结一下~

书写CS申硕文书，需要动用一个人的智商与情商。而在智商层面，又要动用一个人的理工科能力和文商科能力。

所以CS申硕服务想要做好，导师/提供服务的人需要能文能武、智勇双全、才华横溢。