Yutong Li

Shanghai Jiao Tong University
I am currently working at RobotFlow lab. My MS was completed at the Shanghai Jiao Tong University under the supervision of Prof. Cewu Lu and guidance of Dr. Wenqiang Xu.
Research Interests
I am committed to building complex robotic systems with integrated hardware and software to help humans work and live better. My main research interests are:
- Sensor Systems: I developped a MarkIt when I was taking my Master’s. In Capturing forceful interaction with deformable objects using a deep learning-powered stretchable tactile array, a paper accepted by Nature Communication, we proposed a tactile glove with pressure sensing. Currently, I am building a modular wireless IMU-based motion capture glove.
- Robot Learning: I learned about all aspects of robotics learning while developping the bi-hand garment manipulation system UniFolding: Towards Sample-efficient, Scalable, and Generalizable Robotic Garment Folding (presented at CoRL2023).
Also, I have a deep interest in the following areas:
- Computer Vision: Not only do I have extensive knowledge of traditional image and video processing algorithms, but I am also very familiar with 3D vision algorithms, multi-angle point cloud reconstruction depth cameras.
- Simulation: I have experience with simulators such as PyBullet, Issaclab and have contributed to pyrfuniverse.
- HPC & Networking: I am interested in building intelligent data centers and server clusters, having been involved in Towards an energy-efficient Data Center Network based on deep reinforcement learning.
Strengths
I completed my undergraduate and graduate studies at SJTU ParisTech Elite Institute, a Sino-French cooperative program that features a solid and rich engineering curriculum. Here are some of my skills:
Programming. I specialize in multiple programming languages, including:
- Expert Level: C/C++, Python and Golang.
- Advanced Level: Shell, GIT, CMake, Makefile, MATLAB, Shell and Dockerifle.
- Intermediate Level: JavaScript and CUDA.
- Beginner Level: Verilog.
Embedded Development. I have ample experience in the field of embedded development.
- Platforms: FreeRTOS (ESP32, STM32, Arduino) and Linux (RK Series, Raspberry Pis).
- Peripherals: SPI, I2C, UART, PWM/ADC, I2C and BNO IMUs.
- Communication: BLE, WLAN, 802.15.4, Ethernet and 6LoWPAN.
- Network Protocols: TCP/UDP, HTTP, gRPC, WebSocket, MQTT, CoAP, BGP, OSPF and TUN.
- Applications: AHRS, Video Capture and IoT.
Robot Development. The main skills I have acquired in the field of robotics development can be categorized into these sections:
- ROS: I have experience in developing packages related to ROS1/ROS2 systems,
- Robots: I have used multiple robot systems, including Franka Panda, Flexiv Rizon, and the UR series.
- Motion Capture: I have developed Data Acquisition Programs based on OptiTrack.
- TSN: I have extensive experience in sensor time synchronization and simultaneous data recording.
- Simulation: I have used simulators such as IssacLab, PyBullet and RFUniverse.
- Visualization: I am familiar with Open3D and ImGUI.
- Planning: I have experience in using MoveIt.
- Mechanical Design: I am proficient in designing parts using Solidworks and SketchUp.
Information Engineering. My personal hobbies include assembling server clusters and maintaining weak power systems. I have worked as a cluster administrator in my colleges and my labs. I am skilled in:
- Server Maintenance: Debian/Ubuntu/RedHat and Windows Server.
- Virtualized Computing: QEMU, Proxmox, VMWare and Hyper-V.
- Storage Systems: CIFS, NFS, S3-like, ISCSI, GlusterFS and Ceph.
- Kubernetes: I am ready to be certified as a Certified Kubernetes Administrator.
- Parallel Computing: MPI, Hadoop and DeepSpeed.
- Networking: BGP, OSPF, VXLAN, Wireguard and ZTNA.
- Miscellaneous: I can assemble PC, servers, setup network switches and wire ethernet cables.
Creation. Finally, these are some of my creative skills:
- Video Editing: I have experience with Adobe Premiere, DaVinci Resolve and FCPX.
- Poster Design: I am familiar with Adobe Illustrator and InDesign.
- Photo Editing: I have experience with Adobe Photoshop and Lightroom.
- Photagraphy: Familiar with Canon EOS and Sony Alpha series.
- Computer Graphics: I have experience with Blender and VRAY.
- Machining: I have experience with woodwork, metalwork, and soldering.
news
Oct 18, 2024 | 1 paper is accepted by Nature Communications. |
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Mar 30, 2024 | Graduated from Shanghai Jiao Tong University. |
Jun 30, 2021 | Joined SJTU Machine Vision and Intelligence Group (MVIG) and RobotFlow |
selected publications
- A Salience & Motion State Based Quality Adjustment for 360-Degree Video TransmissionIn Proceedings of the 2020 4th International Conference on Big Data and Internet of Things , 2020
- Towards an energy-efficient Data Center Network based on deep reinforcement learningComputer networks, 2022