Publications

Symbol * or ^ represents equal contribution or advising.

2024

  1. IROS
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    ODTFormer: Efficient Obstacle Detection and Tracking with Stereo Cameras Based on Transformer
    Tianye Ding*, Hongyu Li*, and Huaizu Jiang
    In IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2024
    arXiv HTML
  2. IROS
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    HyperTaxel: Hyper-Resolution for Taxel-Based Tactile Signal Through Contrastive Learning
    Hongyu Li, Snehal Dikhale, Jinda Cui, Soshi Iba, and Nawid Jamali
    In IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2024
  3. IROS
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    StereoNavNet: Learning to Navigate using Stereo Cameras with Auxiliary Occupancy Voxels
    Hongyu Li, Taskin Padir, and Huaizu Jiang
    In IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2024
    arXiv
  4. RA-L / IROS
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    E(2)-Equivariant Graph Planning for Navigation
    Linfeng Zhao*, Hongyu Li*, Taskin Padir, Huaizu Jiang†, and Lawson L.S Wong†
    IEEE Robotics and Automation Letters, 2024
    IROS 2024 (Oral) in Abu Dhabi, UAE :camel:.
    We study E(2) Euclidean equivariance in navigation on geometric graphs and develop message passing network to solve it.
    arXiv HTML PDF

2023

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    Toward Efficient Stereo-based Obstacle Detection Using Deep Neural Network
    Hongyu Li
    Northeastern University, 2023
  2. RA-L / ICRA
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    ViHOPE: Visuotactile In-Hand Object 6D Pose Estimation with Shape Completion
    Hongyu Li, Snehal Dikhale, Soshi Iba, and Nawid Jamali
    IEEE Robotics and Automation Letters, 2023
    Presented at ICRA 2024 in Yokohama, Japan :jp:.
    Presented at NeurIPS 2023 Workshop on Touch Processing in New Orleans, LA :us:.
    arXiv PDF
  3. ICRA
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    StereoVoxelNet: Real-Time Obstacle Detection Based on Occupancy Voxels from a Stereo Camera Using Deep Neural Networks
    Hongyu Li, Zhengang Li*, Neset Unver Akmandor*, Huaizu Jiang, Yanzhi Wang, and Taskin Padir
    In IEEE International Conference on Robotics and Automation (ICRA), 2023
    Presented at IROS 2022 Agile Robotics Workshop in Kyoto, Japan :jp:.
    arXiv HTML PDF Supp Code

2022

  1. IROS
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    Deep Reinforcement Learning based Robot Navigation in Dynamic Environments using Occupancy Values of Motion Primitives
    Neset Unver Akmandor, Hongyu Li, Gary Lvov, Eric Dusel, and Taskin Padir
    In IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2022
    arXiv PDF Code