Current PhD Students
Sahiti Bommareddy
Group(s): Systems Group
Lab(s): CNDS- Computer Networks and Distributed Systems Lab
Adviser(s): Yair Amir
Chen Wei
Group(s): Robotics, Vision & Graphics Group
Lab(s): CCVL (Computational Cognition, Vision, and Learning)
Adviser(s): Alan L. Yuille
Research Interests: Computer Vision, Machine Learning
Anton Belyy
Group(s): Theory & Programming Languages Group Language & Speech Processing Group
Adviser(s): Benjamin Van Durme, Vladimir Braverman
Research Interests: Natural language processing, Randomized algorithms & data structures, Machine learning theory, Interpretability & explainability
Erfan Sharafzadeh
Group(s): Systems Group
Adviser(s): Soudeh Ghorbani
Research Interests: Designing operating systems for latency-sensitive applications, optimizing the system software for datacenters
Xuan Zhang
Group(s): Language & Speech Processing Group
Adviser(s): Kevin Duh
Research Interests: Machine Translation, Hyper-parameter Optimization
Prasad Vagdargi
Lab(s): Imaging for Surgery, Therapy, and Radiology (I-STAR) Lab
Adviser(s): Jeffrey H. Siewerdsen, Gregory D. Hager
Research Interests: Image-Guided Surgery and Therapy, Surgical Computer Vision, Deep Learning and Medical Robotics.
Sepehr Abdous
Group(s): Systems Group
Lab(s): DSN
Adviser(s): Soudeh Ghorbani
Research Interests: Computer Networks,Burst Tolerant Data-Centers, Cyber Security
Nathaniel Weir
Group(s): Language & Speech Processing Group
Adviser(s): Benjamin Van Durme
Research Interests: Natural Language Processing, representation learning, meta-learning, general linguistic intelligence .
Sougol Gheissi
Group(s): Systems Group
Lab(s): DSN
Adviser(s): Soudeh Ghorbani
Research Interests: Computer Networks, Distributed Systems
Elizabeth Salesky
Group(s): Language & Speech Processing Group
Adviser(s): Benjamin Van Durme
Research Interests: Machine Translation, Speech Recognition, Representation Learning, Multilingual and Low-Resource NLP
Benjamin Killeen
Group(s): Robotics, Vision & Graphics Group
Lab(s): ARCADE, CIRL
Adviser(s): Mathias Unberath, Gregory Hager
Research Interests: Computer vision, domain generalization, deep learning, reinforcement learning, robotics, medical imaging, surgical robotics, clinician-centric assistance systems.
Zach Wood-Doughty
Lab(s): Center for Language and Speech Processing, Malone Center for Engineering in Healthcare
Adviser(s): Mark Dredze, Ilya Shpitser
Research Interests: Causal inference with text data
Shiwei Weng
Group(s): Theory & Programming Languages Group
Lab(s): The Programming Languages Laboratory
Adviser(s): Scott Smith
Research Interests: Programming Languages, Functional Programming, Symbolic Execution, Program Analysis
Aaron Mueller
Group(s): Language & Speech Processing Group
Lab(s): LoReLab, Computation & Psycholinguistics Lab
Adviser(s): David Yarowsky, Mark Dredze
Research Interests: Multilingual natural language processing, computational psycholinguistics, syntax
Chandler May
Group(s): Language & Speech Processing
Adviser(s): Benjamin Van Durme
Research Interests: Topic models, social media, ethics in NLP, gender politics, human-computer interaction
Max Zinkus
Group(s): Cryptography and Security, Information Security Institute
Lab(s): ARC
Adviser(s): Matthew Green
Research Interests: Applied Cryptography, Privacy, Security
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
Bohan Ni
Group(s): Computational Biology & Medicine Group
Lab(s): Michael Schatz Lab, Alexis Battle Lab
Adviser(s): Michael Schatz, Alexis Battle
Research Interests: Sequence alignment algorithms, genome assembly algorithms, machine learning, genomic structural variants, and biological graph and networks.
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
Arka Rai Choudhuri
Group(s): Theory & Programming Languages Group Information Security Group
Lab(s): Cryptography
Adviser(s): Abhishek Jain
Research Interests: Theoretical Cryptography
Ramchandran Muthukumar
Group(s): Machine Learning & Data Intensive Computing Group
Adviser(s): Jeremias Sulam
Research Interests: Theoretical Machine Learning, Adversarial Robustness, Sparse Coding, Optimization
Charlotte Darby
Group(s): Computational Biology & Medicine Group
Lab(s): Langmead, Schatz
Adviser(s): Ben Langmead,Michael Schatz
Research Interests: Computational Genomics, Sequencing Technologies
Yunjuan Wang
Group(s): Machine Learning & Data Intensive Computing Group
Adviser(s): Raman Arora
Research Interests: Machine learning, online learning, optimization
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
Jingfeng Wu
Group(s): Theory & Programming Languages Group
Adviser(s): Vladimir Braverman
Research Interests: Machine learning theory, stochastic algorithms, adversarial learning, semi-supervised learning, explainable computer vision
Huda Khayrallah
Group(s): Language & Speech Processing Group
Adviser(s): Philipp Koehn
Research Interests: Machine Translation, Natural Language Processing, Low-Resource Languages
Farnaz Yousefi
Group(s): Systems Group Theory & Programming Languages Group
Lab(s): DSN
Adviser(s): Soudeh Ghorbani
Research Interests: Verification of Reactive Systems and Networks, Model Checking, Distributed Systems
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.
Haoze Wu
Group(s): Systems Group
Adviser(s): Ryan Huang
Research Interests: Software Reliability, Distributed Systems
Sam Kovaka
Group(s): Computational Biology & Medicine Group
Adviser(s): Michael Schatz, Mihaela Pertea
Research Interests: Genomics, transcriptomics
Keith Harrigian
Group(s): Language & Speech Processing Group
Adviser(s): Mark Dredze
Research Interests: Multi-view Machine Learning, Longitudinal Modeling, Clinical Decision Support, Mental Health
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
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
Sing Chun Lee
Group(s): Robotics, Vision & Graphics Group
Lab(s): CAMP
Adviser(s): Nassir Navab
Research Interests: Medical Augmented Reality, Perceptual Visualization
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
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.
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
Michael Alonge
Group(s): Computational Biology & Medicine Group
Lab(s): Michael Schatz
Adviser(s): Michael Schatz
Research Interests: Genome Assembly, Comparative Genomics, Sequencing Technology
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
Andrew Blair-Stanek
Group(s): Language & Speech Processing Group
Adviser(s): Ben Van Durme,Mark Dredze
Research Interests: NLP, tax law
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.
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
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
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
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.
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
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
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
Cihang Xie
Group(s): Robotics, Vision & Graphics Group
Lab(s): CCVL
Adviser(s): Alan Yuille
Research Interests: Computer Vision
Tongfei Chen
Group(s): Language & Speech Processing Group
Lab(s): Blab
Adviser(s): Benjamin Van Durme
Research Interests: Natural language processing
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
Yuyin Zhou
Group(s): Robotics, Vision & Graphics Group
Lab(s): CCVL
Adviser(s): Alan Yuille
Research Interests: Computer Vision, Medical Images
Alishah Chator
Group(s): Information Security Group
Lab(s): Information Security, Cryptography
Adviser(s): Matthew Green
Research Interests: Applied Cryptography, Security, Privacy, Technology Policy
Jin Bai
Group(s): Robotics, Vision & Graphics Group
Lab(s): LCSR, CIRL
Adviser(s): Gregory D. Hager
Research Interests: Computer Vision
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
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
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
Qi Chen
Group(s): Robotics, Vision & Graphics Group
Lab(s): CCVL
Adviser(s): Alan Yuille
Research Interests: Computer Vision
Shuoyang Ding
Group(s): Language & Speech Processing Group
Adviser(s): Philipp Koehn
Research Interests: Machine Translation, Natural Language Processing, Deep Learning
Nae-Chyun Chen
Group(s): Computational Biology & Medicine Group
Adviser(s): Ben Langmead
Research Interests: Computational Genomics, Sequence Alignment
Seth Ebner
Group(s): Language & Speech Processing Group
Adviser(s): Benjamin Van Durme
Research Interests: Natural Language Understanding, Computational Semantics, Semantic Representation
Razieh Nabi
Group(s): Machine Learning & Data Intensive Computing Group
Lab(s): Causal Inference Group
Adviser(s): Ilya Shpitser
Research Interests: Causal Inference, Algorithmic Fairness, Missing Data, Mediation Analysis, Semiparametric Statistics
Noam Finkelstein
Group(s): Machine Learning & Data Intensive Computing Group
Lab(s): Saria Lab
Adviser(s): Suchi Saria
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
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
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
Aarushi Goel
Group(s): Information Security Group
Lab(s): Information Security and Cryptography
Adviser(s): Dr. Abhishek Jain
Research Interests: Cryptography, Security
Mitchell Gordon
Group(s): Language & Speech Processing Group
Adviser(s): Kevin Duh
Research Interests: Machine translation, machine learning, nlp
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
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
Yigong Hu
Group(s): Systems Group
Adviser(s): Ryan Huang
Research Interests: Mobile system, reliable system, operating system
Kapil Katyal
Group(s): Robotics, Vision & Graphics Group
Lab(s): CIRL
Adviser(s): Greg Hager
Research Interests: Robotics, perception, machine learning, artificial intelligence
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
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
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
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
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
Sabrina Mielke
Group(s): Language & Speech Processing Group
Lab(s): Argo
Adviser(s): Jason Eisner
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
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
Samantha Zarate
Group(s): Computational Biology & Medicine Group
Lab(s): Michael Schatz
Adviser(s): Michael Schatz
Research Interests: Computational Genomics
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
