Current PhD Students
Gopika Ajaykumar
Group(s): Robotics, Vision & Graphics Group
Lab(s): Intuitive Computing Laboratory
Adviser(s): Chien-Ming Huang
Research Interests: Human-robot interaction, assistive robotics
Ambar Pal
Group(s): Machine Learning and Data Intensive Computing Group
Lab(s): Mathematical Institute for Data Science, JHU Vision Lab
Adviser(s): René Vidal
Research Interests: Theory of Deep Learning, Non-Convex Optimization
Rohit Bhattacharya
Group(s): Machine Learning & Data Intensive Computing Group Computational Biology & Medicine Group
Lab(s): Karchin Lab, Institute for Computational Medicine
Adviser(s): Rachel Karchin
Research Interests: cancer immunotherapy, protein design, deep learning, reinforcement learning, generative models, stochastic approximation
Michael Alonge
Group(s): Computational Biology & Medicine Group
Lab(s): Michael Schatz
Adviser(s): Michael Schatz
Research Interests: Genome Assembly, Comparative Genomics, Sequencing Technology
Kuan Cheng
Group(s): Theory & Programming Languages Group
Adviser(s): Xin Li
Research Interests: Randomness, Pseudo-randomness, Computational Complexity, Cryptography
Daniel Baker
Group(s): Computational Biology & Medicine Group
Adviser(s): Ben Langmead
Research Interests: High-Performance Computing, Scalable and Memory-efficient Software, Big Data, Compressive Analysis
Arka Rai Choudhuri
Group(s): Theory & Programming Languages Group Information Security Group
Lab(s): Cryptography
Adviser(s): Abhishek Jain
Research Interests: Theoretical Cryptography
Jin Bai
Group(s): Robotics, Vision & Graphics Group
Lab(s): LCSR, CIRL
Adviser(s): Gregory D. Hager
Research Interests: Computer Vision
Charlotte Darby
Group(s): Computational Biology & Medicine Group
Lab(s): Langmead, Schatz
Adviser(s): Ben Langmead,Michael Schatz
Research Interests: Computational Genomics, Sequencing Technologies
Gabrielle Beck
Group(s): Information Security Group
Lab(s): Health and Medical Security Lab
Adviser(s): Matthew Green
Research Interests: Applied/Theoretical Cryptography, Applications Security
Robert DiPietro
Group(s): Machine Learning & Data Intensive Computing Group Robotics, Vision & Graphics Group
Lab(s): Computational Interaction and Robotics Laboratory, Malone Center for Engineering in Healthcare
Adviser(s): Gregory D. Hager
Research Interests: Modeling sequential data, recurrent neural networks, long-term dependencies
Leandro Facchinetti
Group(s): Theory & Programming Languages Group
Lab(s): The Programming Languages Laboratory
Adviser(s): Scott F. Smith
Research Interests: Program Analysis, Programming-Language Design, Type Systems, Education
Andrew Blair-Stanek
Group(s): Language & Speech Processing Group
Adviser(s): Ben Van Durme,Mark Dredze
Research Interests: NLP, tax law
Robert Grupp
Group(s): Robotics, Vision & Graphics Group
Lab(s): Laboratory for Computational Sensing and Robotics (LCSR),Computer Integrated Interventional Systems Laboratory (CIIS),Biomechanical and Image Guided Surgical Systems (BIGSS)
Adviser(s): Russell Taylor
Research Interests: Medical image registration, statistical models of anatomy, medical robotics, computer integrated surgery
Jacob Buckman
Group(s): Machine Learning & Data Intensive Computing Group Language & Speech Processing Group
Lab(s): Argo
Adviser(s): Jason Eisner
Research Interests: Reinforcement Learning, Deep Learning, Natural Language Processing, Emergent Communication
Huda Khayrallah
Group(s): Language & Speech Processing Group
Adviser(s): Philipp Koehn
Research Interests: Machine Translation, Natural Language Processing, Low-Resource Languages
Tongfei Chen
Group(s): Language & Speech Processing Group
Lab(s): Blab
Adviser(s): Benjamin Van Durme
Research Interests: Natural language processing
TaeSoo Kim
Group(s): Robotics, Vision & Graphics Group
Lab(s): Laboratory for Computational Sensing and Robotics, Computational Interaction and Robotics Laboratory
Adviser(s): Greg Hager
Research Interests: My recent work focuses on computer vision methods for learning interpretable representation from time-series data. I am also interested in learning transferable representation between synthetic and real data. I work towards applying such models to activity recognition, skill assessment in surgery and robotics.
Alishah Chator
Group(s): Information Security Group
Lab(s): Information Security, Cryptography
Adviser(s): Matthew Green
Research Interests: Applied Cryptography, Security, Privacy, Technology Policy
Younsu Kim
Group(s): Machine Learning & Data Intensive Computing Group Computational Biology & Medicine Group Robotics, Vision & Graphics Group
Lab(s): MUSIIC
Adviser(s): Emad M. Boctor
Research Interests: Ultrasound thermal monitoring, ultrasound-guided techniques
Sam Kovaka
Group(s): Computational Biology & Medicine Group
Adviser(s): Michael Schatz, Mihaela Pertea
Research Interests: Genomics, transcriptomics
Gaurav Kumar
Group(s): Language & Speech Processing Group
Lab(s): Center for Language and Speech Processing
Adviser(s): Philipp Koehn, Sanjeev Khudanpur
Research Interests: Machine Translation, Speech Recognition, Natural Language Processing, Machine Learning, Artificial Intelligence
Aditya Chattopadhyay
Group(s): Machine Learning & Data Intensive Computing Group
Lab(s): Center for Imaging Science, Mathematical Institute for Data Science
Adviser(s): Rene Vidal
Research Interests: Generative Modelling
Connor Lane
Group(s): Machine Learning & Data Intensive Computing Group Robotics, Vision & Graphics Group
Lab(s): JHU Vision Lab
Adviser(s): René Vidal
Research Interests: Non-convex Optimization, Theory of Deep Learning, Statistical Machine Learning
Arun Das
Group(s): Computational Biology & Medicine Group
Adviser(s): Mike Schatz
Research Interests: Algorithms, Computational Genomics, Deep Learning, Genomic Privacy, Cryptography and Computer Security
Sing Chun Lee
Group(s): Robotics, Vision & Graphics Group
Lab(s): CAMP
Adviser(s): Nassir Navab
Research Interests: Medical Augmented Reality, Perceptual Visualization
Qing Liu
Group(s): Machine Learning & Data Intensive Computing Group Robotics, Vision & Graphics Group
Lab(s): Computational Cognition, Vision, and Learning Research Group
Adviser(s): Alan Yuille, Alexis Battle, Ilya Shpitser, Suchi Saria
Research Interests: Probabilistic graphical models, human plausible vision models.
Qi Chen
Group(s): Robotics, Vision & Graphics Group
Lab(s): CCVL
Adviser(s): Alan Yuille
Research Interests: Computer Vision
Xingtong Liu
Group(s): Robotics, Vision & Graphics Group
Lab(s): LCSR, CIRL
Adviser(s): Austin Reiter, Russell H. Taylor
Research Interests: Deep learning, Computer Vision, Robotics
Shuoyang Ding
Group(s): Language & Speech Processing Group
Adviser(s): Philipp Koehn
Research Interests: Machine Translation, Natural Language Processing, Deep Learning
Rebecca Marvin
Group(s): Language & Speech Processing Group
Adviser(s): Philipp Koehn
Research Interests: Machine translation, natural language processing, linguistics, interpretability of neural networks
Nae-Chyun Chen
Group(s): Computational Biology & Medicine Group
Adviser(s): Ben Langmead
Research Interests: Computational Genomics, Sequence Alignment
Chandler May
Group(s): Language & Speech Processing Group
Adviser(s): Benjamin Van Durme
Research Interests: Topic models, fairness, gender
Hongyuan Mei
Group(s): Language & Speech Processing Group
Lab(s): Argo, Blab
Adviser(s): Jason Eisner, Benjamin Van Durme
Research Interests: Machine learning, reinforcement learning, deep learning, continuous time sequential modelling, natural language processing
Seth Ebner
Group(s): Language & Speech Processing Group
Adviser(s): Benjamin Van Durme
Research Interests: Natural Language Understanding, Computational Semantics, Semantic Representation
Taher Mun
Group(s): Computational Biology & Medicine Group
Lab(s): Langmead Lab
Adviser(s): Benjamin Langmead
Research Interests: Computational Biology, Genomics, Algorithms
Molly O'Brien
Group(s): Robotics, Vision & Graphics Group
Lab(s): Lab for Computational Sensing and Robotics
Adviser(s): Austin Reiter, Russell Taylor
Research Interests: Integrating computer vision and robotics. Tool tracking through the microscope. Reinforcement learning.
Noam Finkelstein
Group(s): Machine Learning & Data Intensive Computing Group
Lab(s): Saria Lab
Adviser(s): Suchi Saria
Siyuan Qiao
Group(s): Robotics, Vision & Graphics Group
Lab(s): Computational Cognition, Vision, and Learning Lab
Adviser(s): Alan Yuille
Research Interests: Computer Vision, Artificial Intelligence, and Machine Learning
Javad Fotouhi
Group(s): Robotics, Vision & Graphics Group
Lab(s): Computer Aided Medical Procedure (CAMP)
Adviser(s): Nassir Navab, Mehran Armand
Research Interests: Medical Augmented Reality, Interventional Imaging, Medical Image Registration and Reconstruction
Weichao Qiu
Group(s): Robotics, Vision & Graphics Group
Lab(s): CCVL
Adviser(s): Alan Yuille
Research Interests: Computer Vision, Artificial Intelligence, Computer Graphics. Train and diagnose vision algorithms using synthetic images
Cong Gao
Group(s): Robotics, Vision & Graphics Group
Lab(s): LCSR
Adviser(s): Mehran Armand, Mathias Unberath, Russell Taylor
Research Interests: Medical Imaging and Deep Learning
Rachel Rudinger
Group(s): Language & Speech Processing Group
Adviser(s): Benjamin Van Durme
Research Interests: Natural Language Understanding, Natural Language Inference, Computational Semantics, Semantic Representation, Discourse Understanding, Knowledge Acquisition from Text, Representation Learning
Yixin Gao
Group(s): Robotics, Vision & Graphics Group
Lab(s): LCSR, Malone Center for Engineering in Heathcare
Adviser(s): Sanjeev Khudanpur, Greg Hager
Research Interests: Machine Learning
Ashis Saha
Group(s): Machine Learning & Data Intensive Computing Group Computational Biology & Medicine Group
Lab(s): Battle Lab
Adviser(s): Alexis Battle
Research Interests: Computational Biology, Single-cell RNA-seq analysis, Regulatory networks, eQTL
Aarushi Goel
Group(s): Information Security Group
Lab(s): Information Security and Cryptography
Adviser(s): Dr. Abhishek Jain
Research Interests: Cryptography, Security
Peter Schulam
Group(s): Machine Learning & Data Intensive Computing Group Computational Biology & Medicine Group
Lab(s): Malone Center for Engineering in Healthcare, Institute for Computational Medicine, and the Center for Language and Speech Processing
Adviser(s): Suchi Saria
Research Interests: I'm interested in the intersection of machine learning, statistics, and medicine. In particular, my research focuses on developing novel models and algorithms for supporting individualized healthcare.
Mitchell Gordon
Group(s): Language & Speech Processing Group
Adviser(s): Kevin Duh
Research Interests: Machine translation, machine learning, nlp
Pamela Shapiro
Group(s): Language & Speech Processing Group
Adviser(s): Kevin Duh
Research Interests: Natural language processing, computational linguistics, morphology, Semitic languages, low-resource settings.
Matthew Sheckells
Group(s): Robotics, Vision & Graphics Group
Lab(s): Autonomous Systems, Control, and Optimization Lab
Adviser(s): Marin Kobilarov, Greg Hager
Research Interests: Policy Search, Nonlinear Control, Aerial Manipulation, Autonomous Systems, Mobile Robotics
Katherine Henry
Group(s): Machine Learning & Data Intensive Computing Group Computational Biology & Medicine Group
Lab(s): Malone Center for Engineering in Healthcare
Adviser(s): Suchi Saria
Research Interests: Machine-learning, Time-series Analysis, Medicine, Computational Health, Biostatistics
Rachel Sherman
Group(s): Computational Biology & Medicine Group
Lab(s): Center for Computational Biology
Adviser(s): Steven Salzberg
Research Interests: Genome assembly and alignment algorithms, population genomics, structural variant detection and phasing
Ruizhe Huang
Group(s): Language & Speech Processing Group
Lab(s): Center for Language and Speech Processing
Adviser(s): Sanjeev Khudanpur, Daniel Povey
Research Interests: Speech Recognition, Machine Learning
Dingquan Wang
Group(s): Language & Speech Processing Group
Lab(s): Argo
Adviser(s): Jason Eisner
Research Interests: Natural Language Processing, Machine Learning, Grammar Induction, Neural Network
Yigong Hu
Group(s): Systems Group
Adviser(s): Ryan Huang
Research Interests: Mobile system, reliable system, operating system
Yiming Wang
Group(s): Language & Speech Processing Group
Lab(s): Center for Language and Speech Processing
Adviser(s): Sanjeev Khudanpur, Daniel Povey
Research Interests: Speech Recognition, Machine Learning
Kapil Katyal
Group(s): Robotics, Vision & Graphics Group
Lab(s): CIRL
Adviser(s): Greg Hager
Research Interests: Robotics, perception, machine learning, artificial intelligence
Zach Wood-Doughty
Group(s): Language & Speech Processing Group
Adviser(s): Mark Dredze
Cihang Xie
Group(s): Robotics, Vision & Graphics Group
Lab(s): CCVL
Adviser(s): Alan Yuille
Research Interests: Computer Vision
Hainan Xu
Group(s): Language & Speech Processing Group
Lab(s): Dan Povey's speech lab
Adviser(s): Dan Povey, Sanjeev Khudanpur
Research Interests: Speech recognition, language modeling, deep learning
Guangyu Yang
Group(s): Computational Biology & Medicine Group
Lab(s): Florea Lab
Adviser(s): Liliana Florea
Research Interests: Machine learning, Deep learning, Gene and alternative splicing, Next generation sequencing
Sheng Zhang
Group(s): Language & Speech Processing Group
Lab(s): Center for Language and Speech Processing
Adviser(s): Benjamin Van Durme, Kevin Duh
Research Interests: Natural Language Processing, Machine Learning
Aditya Krishnan
Group(s): Machine Learning & Data Intensive Computing Group Theory & Programming Languages Group
Adviser(s): Vladimir Braverman, Michael Dinitz
Research Interests: Sublinear Algorithms, Streaming Algorithms, Approximation Algorithms
Yuyin Zhou
Group(s): Robotics, Vision & Graphics Group
Lab(s): CCVL
Adviser(s): Alan Yuille
Research Interests: Computer Vision, Medical Images
Yingwei Li
Group(s): Robotics, Vision & Graphics Group
Adviser(s): Alan Yuille
Song Li
Group(s): Information Security Group
Research Interests: Information Security, Network Security, Cryptography
Zhaoshuo (Maxwell) Li
Group(s): Robotics, Vision & Graphics Group
Lab(s): CIIS, MUSIIC, LCSR
Adviser(s): Russ Taylor, Peter Kazanzides, Emad Boctor
Research Interests: Surgical Robotics, Virtual Fixture, AR, Computer Vision
Zhuowan Li
Group(s): Robotics, Vision & Graphics Group
Adviser(s): Alan Yuille
Research Interests: Computer Vision, Machine Learning
Fengze Liu
Group(s): Machine Learning & Data Intensive Computing Group
Adviser(s): Alan Yuille
Chenxi Liu
Group(s): Robotics, Vision & Graphics Group
Adviser(s): Alan Yuille
Research Interests: Computer Vision, Natural Language Processing, Machine Learning
Chang Lou
Group(s): Systems Group
Adviser(s): Ryan Huang
Research Interests: distributed system, operating system, cloud service availability
Chenxu Luo
Group(s): Robotics, Vision & Graphics Group
Lab(s): CCVL
Adviser(s): Alan Yuille
Kelly Marchisio
Group(s): Language & Speech Processing Group
Adviser(s): Philipp Koehn
Research Interests: Machine Translation
Meghana Madhyastha
Group(s): Machine Learning & Data Intensive Computing Group Systems Group
Lab(s): Hopkins Storage Systems Lab, NeuroData
Adviser(s): Randal Burns, Joshua Vogelstein
Research Interests: Scalable Machine Learning
Jieru Mei
Group(s): Robotics, Vision & Graphics Group
Lab(s): Computational Cognition, Vision, and Learning
Adviser(s): Alan Yuille
Poorya Mianjy
Group(s): Machine Learning & Data Intensive Computing Group
Adviser(s): Raman Arora
Research Interests: Machine learning, representation learning, statistical learning theory, stochastic optimization, non-convex optimization
Aaron Mueller
Group(s): Language & Speech Processing Group
Lab(s): Center for Language and Speech Processing
Adviser(s): David Yarowsky
Research Interests: Machine translation, low-resource languages, sociolinguistics, pragmatics, dialectology
Zhuolong Yu
Group(s): Systems Group
Adviser(s): Xin Jin, Vladimir Braverman
Research Interests: My research interest lies in the field of distributed systems and computer networks. Currently I am working on programming switches and software-defined networking (SDN).
Qihang Yu
Group(s): Robotics, Vision & Graphics Group
Lab(s): CCVL (Computational Cognition, Vision, and Learning)
Adviser(s): Alan Yuille
Research Interests: Computer Vision, Deep Learning, Medical Image Analysis
Elias Stengel-Eskin
Group(s): Language & Speech Processing Group
Adviser(s): Benjamin Van Durme
Research Interests: Low-resource NLP, cross-lingual NLP, computational semantics, language acquisition, unsupervised learning.
Desh Raj
Group(s): Language & Speech Processing Group
Adviser(s): Daniel Povey, Sanjeev Khudanpur
Research Interests: Speech Recognition, Language Modeling, and Deep Learning.
Yixiao Zhang
Group(s): Robotics, Vision & Graphics Group
Lab(s): CCVL
Adviser(s): Alan Yuille
Research Interests: Computer Vision
Max Zinkus
Group(s): Information Security Group
Adviser(s): Matthew Green
Research Interests: Applied Cryptography, Privacy Engineering, Programming Language Security, Systems Security
Suzanna 欣芸 Sia
Group(s): Language & Speech Processing Group
Adviser(s): Kevin Duh
Research Interests: Natural Language Processing, Bayesian Statistics, Multi-lingual Information Retrieval
Shiwei Weng
Group(s): Theory & Programming Languages Group
Adviser(s): Scott Smith
Research Interests: Programming Languages, Program Analysis
Karen Poblete Rodriguez
Group(s): Robotics, Vision & Graphics Group
Lab(s): Robot and Protein Kinematics Laboratory
Adviser(s): Gregory Chirikjian, Raman Arora
Research Interests: Machine learning applied to Robotics. Action detection using video curvatures and machine learning. Motion planning with Minkowski sums
Teodor Vanislavov Marinov
Group(s): Machine Learning & Data Intensive Computing Group Language & Speech Processing Group
Adviser(s): Raman Arora
Research Interests: Online Learning, Convex and Non-convex optimization, Stochastic optimization, Representation Learning, Theory of Deep Networks
Sebastian Mielke
Group(s): Language & Speech Processing Group
Lab(s): Argo
Adviser(s): Jason Eisner, Philipp Koehn
Research Interests: natural language, machine learning
Yasamin Nazari
Group(s): Theory & Programming Languages Group
Lab(s): Algorithms and Complexity
Adviser(s): Michael Dinitz
Research Interests: Theoretical Computer Science, Approximation Algorithms, Distributed Algorithms, Combinatorial Optimization
Arya McCarthy
Group(s): Language & Speech Processing Group
Adviser(s): David Yarowsky
Research Interests: Machine translation, derivational morphology, complex networks, graph theory
Princy Parsana
Group(s): Machine Learning & Data Intensive Computing Group Computational Biology & Medicine Group
Adviser(s): Alexis Battle and Kenneth Pienta (Department of Urology)
Michael Peven
Group(s): Robotics, Vision & Graphics Group
Adviser(s): Austin Reiter
Research Interests: Computer Vision, Machine Learning, Statistics
Adam Poliak
Group(s): Language & Speech Processing Group
Lab(s): Blab
Adviser(s): Benjamin Van Durme
Research Interests: Natural Language Processing, Semantics, Representation Learning, Machine Learning, Artificial Intelligence
David Snyder
Group(s): Language & Speech Processing Group
Lab(s): Daniel Povey's Speech Lab
Adviser(s): Daniel Povey, Sanjeev Khudanpur
Research Interests: Speaker recognition, spoken language identification, speaker diarization, deep learning
Li Song
Group(s): Computational Biology & Medicine Group
Lab(s): The Center for Computational Biology
Adviser(s): Liliana Florea
Research Interests: Computational Biology, Algorithms
Huiyu Wang
Group(s): Robotics, Vision & Graphics Group
Lab(s): Computational Cognition, Vision, and Learning Lab
Adviser(s): Alan Yuille
Research Interests: Computer Vision, Machine Learning
Christopher Wilks
Group(s): Computational Biology & Medicine Group
Lab(s): Langmead
Adviser(s): Ben Langmead
Research Interests: RNA-seq analysis, Data Science, Parallel Processing, Databases, Deep Learning
Jie Ying Wu
Group(s): Robotics, Vision & Graphics Group
Lab(s): LCSR, SMARTS, CAMP
Adviser(s): Peter Kazanzides, Mehran Armand
Research Interests: Surgical robotics systems, open-source robotics platform, da Vinci Research Kit
Yixuan Wu
Group(s): Robotics, Vision & Graphics Group
Lab(s): Medical UltraSound Imaging and Intervention Collaboration (MUSiiC) Laboratory
Adviser(s): Emad M. Boctor, Russel H. Taylor
Research Interests: Medical Robotics, Photoacoustic Imaging
Yi Zhang
Group(s): Robotics, Vision & Graphics Group
Lab(s): CCVL
Adviser(s): Alan Yuille
Research Interests: Computer Vision
Zhishuai Zhang
Group(s): Robotics, Vision & Graphics Group
Lab(s): CCVL
Adviser(s): Alan Yuille
Research Interests: Computer Vision
Yuyin Zhou
Group(s): Robotics, Vision & Graphics Group
Lab(s): CCVL
Adviser(s): Alan Yuille
Research Interests: Medical Image Analysis, Computer Vision
Zhuotun Zhu
Group(s): Computational Biology & Medicine Group Robotics, Vision & Graphics Group
Lab(s): CCVL, JHU
Adviser(s): Alan Yuille
Research Interests: Computer Vision, Medical Image Analysis
