哥伦比亚大学计算机科学系导师教师师资介绍列表

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Alman, Josh
Assistant Professor of Computer Science

Andoni, Alexandr
Associate Professor
Interests: Algorithmic foundations of massive data, including sublinear algorithms, high-dimensional geometry, theoretical machine learning

Bareinboim, Elias
Associate Professor
Interests: Causal Inference, Artificial Intelligence, and Machine Learning.

Bauer, Daniel
Lecturer in Discipline
Interests: Natural Language Processing, Machine Learning, Computer Science Education

Interests: computer vision; graphics; image-based rendering; face recognition

Bellovin, Steven M.
Percy K. and Vida L. W. Hudson Professor of Computer Science
Interests: security, networks, privacy, public policy

Blaer, Paul S
Senior Lecturer in Discipline
Interests: robotics, vision, sensor planning, 3D modeling, mobile computing, computer science education

Blei, David
Professor, Joint with Statistics
Interests: Statistical machine learning, topic models, scalable Bayesian computation

Blumberg, Andrew
Professor, Joint with Mathematics
Interests: Topological and geometric data analysis, computational biology, computer security

Borowski, Brian S.
Lecturer in Discipline
Interests: Algorithms, applied signal processing for communications and music technology, computer science education
 

Cannon, Adam H
Senior Lecturer in Discipline
Interests: machine learning, pattern recognition, data mining

Carloni, Luca
Professor and Department Chair
Interests: System-on-Chip (SoC) Platforms, Embedded Systems, System-Level Design, Computer-Aided Design

Chaintreau, Augustin
Associate Professor
Interests: Networked Algorithms, Social Networks, Mobile Computing, Stochastic Networks

Chang, Shih-Fu
Joint, Richard Dicker Professor of Electrical Engineering
Interests: multimedia, computer vision, machine learning, information retrieval, signal processing

Chen, Xi
Professor
Interests: Algorithmic Game Theory and Economics, Complexity Theory

Chilton, Lydia B
Assistant Professor

Cidon, Asaf
Affiliate, Assistant Professor of Electrical Engineering

Dear, Tony
Lecturer in Discipline
Interests: Robotics, Planning, Reinforcement Learning

Drinea, Eleni
Senior Lecturer in Discipline, Computer Science and Operations Research
Interests: information theory, network coding, randomized, online and approximation algorithms, network analysis, and dimensionality reduction techniques

Edwards, Stephen A.
Associate Professor
Interests: Compilers, Embedded systems, VLSI, computer-aided design, digital systems, languages

Feiner, Steven K
Professor
Interests: Human-computer interaction, graphics and user interfaces, 3D user interfaces, augmented reality, virtual environments, knowledge-based design of graphics and multimedia, mobile and wearable computing, computer games, healthcare, information visualization,

Geambasu, Roxana
Associate Professor
Interests: distributed systems, operating systems, security and privacy, cloud computing, mobile computing

Gravano, Luis
Professor
Interests: databases, information retrieval, web search, social media, information extraction

Gu, Ronghui
Tang Family Assistant Professor of Computer Science

Hirschberg, Julia B.
Percy K. and Vida L. W. Hudson Professor of Computer Science
Interests: Computational Linguistics/Natural Language Processing, prosody, emotional speech, spoken dialogue systems, deceptive speech, entrainment/alignment in dialogue, text-to-scene generation, speech summarization, code-switching

Hsu, Daniel J
Associate Professor
Interests: algorithmic statistics, machine learning, privacy

Jana, Suman
Associate professor
Interests: security and privacy, applied cryptography, operating systems, software engineering

Kaiser, Gail E
Professor
Interests: static and dynamic program analysis, software testing, software security, applications of AI to software engineering and vice versa

Kender, John R
Professor
Interests: Computer vision; video understanding; visual user interfaces; artificial intelligence

Kim, Martha A
Associate Professor
Interests: Computer Architecture, Hardware Systems, Hardware/Software Interaction and Parallel Hardware and Software Systems

Knowles, David
Assistant Professor
Interests: machine learning, computational biology, genomics.

Lee, Jae Woo
Senior Lecturer in Discipline
Interests: Computer Science Education, Networks, Software Engineering, Cloud Computing

Malkin, Tal G
Professor
Interests: cryptography, complexity theory, security, randomized algorithms

McKeown, Kathleen
Henry and Gertrude Rothschilds Professor of Computer Science
Interests: natural language processing, summarization, multimedia, digital libraries

Misra, Vishal
Professor
Interests: Networking, with particular attention to net neutrality and the economics of the Internet; modeling and performance evaluation; information theory

Nayar, Shree K
T. C. Chang Professor of Computer Science
Interests: Computer Vision, Computer Graphics, Robotics, Human-Computer Interfaces

Nieh, Jason
Professor
Interests: operating systems, mobile computing, cloud computing, networking, security

Papadimitriou, Christos H
The Donovan Family Professor
Interests: Algorithms, Complexity, Economics, Game Theory, Evolution, Neuroscience, Machine Learning

Pe'er, Itsik G
Professor
Interests: Computational biology, genomics, bioinformatics

Pena-Mora, Feniosky
Joint, Edwin Howard Armstrong Professor of Civil Engineering and Engineering Mechanics and Professor of Earth and Environmental Engineering and of Computer Science
Interests: Information technology support for collaboration in preparedness, response and recovery during disasters involving critical physical infrastructures; change management, conflict resolution, sustainable construction, visualization, augmented reality, and processes integration during the design and development of large-scale civil engineering systems

Pitassi, Toniann
Jeffrey L. and Brenda Bleustein Professor of Engineering

Ray, Baishakhi
Associate Professor
Interests: Software Testing, AI based Software Engineering, Empirical Software Engineering, Program Analysis

Ross, Kenneth A
Professor
Interests: database systems, query processing, declarative languages, genetics

Interests: Theory, Algorithms, Algorithmic Game Theory, Mechanism Design, Blockchains

Interests: Computer networks, Network Robustness and Security, Multimedia networking, Performance Evaluation, Algorithms

Salleb-Aouissi, Ansaf
Senior Lecturer in Discipline
Interests: Data Mining, Machine Learning, Frequent patterns, Classification, Ranking, Rule Learning

Schulzrinne, Henning G
Julian Clarence Levi Professor
Interests: Computer networks; multimedia systems; mobile and wireless systems; ubiquitous and pervasive computing

Interests: computational complexity theory; randomness in computing; computational learning theory; sublinear-time algorithms

Interests: Computer Architecture; Security, VLSI design; High Performance Computing

Smith, Brian A
Assistant Professor
Interests: Human-Computer Interaction, Accessibility, Social Computing, Wearable Computing, Games, Augmented Reality, Computer Vision

Song, Shuran
Assistant Professor
Interests: Robotics, Vision, and AI

Stein, Clifford
Professor, Joint with Industrial Engineering and Operations Research
Interests: algorithms, combinatorial optimization, network algorithms, scheduling, theory of computation

Interests: computer security; intrusion and anomaly detection; embedded device security; data mining/machine learning

Interests: distributed systems, design, programming techniques, software development tools, and programming languages

Interests: machine learning, empirical inference, statistical learning theory

Verma, Nakul
Senior Lecturer
Interests: Machine Learning, High-Dimensional Statistics; Learning Theory; Non-Linear Representations of Data

Vondrick, Carl
Assistant Professor
Interests: Computer Vision, Machine Learning, Robotics, Perception

Wing, Jeannette M
Avanessians Director of the Data Science Institute
Interests: Trustworthy AI, Security and Privacy, Probabilistic Programming, Formal Methods, Data Science

Wu, Eugene
Associate Professor
Interests: database, visualization, data cleaning, crowd sourcing, interaction, data explanation

Yang, Junfeng
Professor
Interests: Operating Systems, Programming Languages, Security, Distributed Systems, Software Engineering, Networks

Yannakakis, Mihalis
Percy K. and Vida L. W. Hudson Professor of Computer Science
Interests: algorithms, complexity theory, combinatorial optimization, databases, testing and verification

Yu, Zhou
Assistant Professor
Interests: Natural language processing, Multimodal Analysis, Machine Learning, Human-Computer Interaction

Yuen, Henry
Assistant Professor
Interests: quantum computation, quantum information, complexity theory, cryptography

Zemel, Richard
Trianthe Dakolias Professor of Engineering and Applied Science and Professor of Computer Science

Zheng, Changxi
Associate Professor
Interests: Computer graphics, physically-based multi-sensory animation, computational acoustics, scientific computing, robotics

Zhou, Xia
Associate Professor
Interests: Mobile computing, wireless networking and systems, human-computer interaction, mobile health

 

Faculty Emeritus and Former Professors

Aho, Alfred V.
Professor Emeritus, Lawrence Gussman Professor of Computer Science
Interests: compilers, software engineering, algorithms, quantum computing

Allen, Peter Kirby
Professor Emeritus
Interests: Robotics, Vision, 3-D modeling

Bashkow, Theodore
November 16, 1921 - December 23, 2009
in memoriam
 

Coffman, Ed
Professor Emeritus
Interests: Probabilistic Analysis of Algorithms and Networks; Stochastic Analysis: Internet Congestion, Sensor Systems, Cognitive Radio, Molecular Computing

Galil, Zvi
Dean Emeritus of the Faculty of Engineering and Applied Science and Julian Clarence Levi Professor Emeritus of Mathematical Methods and Computer Science

Gross, Jonathan L.
Professor Emeritus of Computer Science and Statistics
Interests: Computational aspects of low-dimensional topology -- topological graph theory, Celtic knots, 3D-shape-modeling

Johnson, David S
December 9, 1945 - March 8, 2016
Interests: Algorithms, Complexity, the Experimental Analysis of Algorithms, the Traveling Salesman Problem, and Bin Packing

Nowick, Steven
Professor Emeritus
Interests: Asynchronous and Mixed-Timing Digital Circuits and Systems, Computer-Aided Design, Networks-on-Chip, Interconnection Networks for Parallel Processors, Low-Power Digital Design

Traub, Joseph F.
June 24, 1932 - August 24, 2015
Interests: quantum computing, information-based complexity, financial computation

Unger, Stephen H
Professor Emeritus
Interests: asynchronous circuits and systems, digital logic, technology and society, engineering ethics

Waltz, David
May 28, 1943 - March 22, 2012
Interests: AI; machine learning and applications to power grid, epilepsy prediction, and natural language processing

Wozniakowski, Henryk
Professor Emeritus

Yemini, Yechiam
Professor Emeritus
Interests: Biological networks and computer networks