Yulun Tian

Graduate student at MIT AeroAstro


yulun [at] mit [dot] edu

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Hi There! I'm Yulun.


I am a graduate student in the Department of Aeronautics and Astronautics at MIT, advised by Professor Jonathan How. Previously I was an undergraduate student studying Computer Science at UC Berkeley. My interests lie broadly in robot autonomy and machine learning. 

For a complete list of my publications, please visit my Google Scholar page.


Fall 2017 - Present

Research Assistant

Aerospace Controls Lab, MIT

I currently work as research assistant at MIT's Aerospace Controls Lab (ACL). My research focuses on collaborative simultaneous localization and mapping (CSLAM) and multi-agent exploration.

Spring 2017

Teaching Assistant

UC Berkeley

I served as an undergraduate student instructor for EE 122 - Communication Networks. My main duties include holding regular office hours,  designing exam questions, and helping with class logistics.

UC Berkeley

I worked as an undergraduate research assistant with Ming Jin and Professor Costas Spanos. Our projects aim to use agile robots to accomplish tasks in the emerging field of smart buildings. 

Spring 2016 - Spring 2017

Undergraduate Researcher

Summer 2016

Software Engineering Intern


I joined Oracle's Solaris Platform QE group as a software engineering intern. I worked on projects related to test automation, for which I implemented a template-based test suite integration process. I also laid the groundwork for an extensible smart failure analysis tool.

Distributed Pose Graph Optimization
  • Distributed Certifiably Correct Pose-Graph Optimization
    Y. Tian, K. Khosoussi, D.M. Rosen, J.P. How
    IEEE Transactions on Robotics (T-RO), 2021
    Best paper award honorable mention

  • Asynchronous and Parallel Distributed Pose Graph Optimization
    Y. Tian, A. Koppel, A.S. Bedi, J.P. How
    IEEE Robotics and Automation Letters (RA-L), 2020
    Best paper award honorable mention

Forest Search and Rescue using multiple UAVs
  • Search and Rescue under the Forest Canopy using Multiple UAVs
    [Paper] [MIT News]
    Y. Tian, K. Liu, K. Ok, L. Tran, D. Allen, N. Roy, J.P. How
    International Journal of Robotics Research (IJRR), 2020
    Invited to special issue of IJRR

Resource-Aware Collaborative SLAM 
  • Near-Optimal Budgeted Data Exchange for Distributed Loop Closure Detection [Paper]
    Y. Tian, K. Khosoussi, M. Giamou, J.P. How, J. Kelly
    Robotics: Science and Systems (RSS) 2018

  • Resource-Aware Algorithms for Distributed Loop Closure Detection with Provable Performance Guarantees [Paper]
    Y. Tian, K.Khosoussi, J.P. How
    Int. Workshop on the Algorithmic Foundations of Robotics (WAFR) 2018
    Invited to special issue of IJRR









Robot Operating System(ROS)

Google Web Toolkit (GWT)

Fall 2019-Present


Aeronautics & Astronautics, MIT

Courses: Nonlinear Optimization, Optimization Algorithms for Machine Learning



Aeronautics & Astronautics, MIT

Courses: Principles of Autonomy and Decision Making, Optimal Control and Estimation, Machine Learning, Algorithms for Inference, Real Analysis


B.A. High Distinction

Computer Science, UC Berkeley

Courses: Machine Learning, Artificial Intelligence, Algorithms, Optimization Models, Systems and Signals, Operating Systems, Communication Networks, Databases, Computer Security