Selected Publications

    In this page, name “Teli Ma” is shown in bold text and symbol “*” denotes the equal contribution.
    More publications can be found through Google Scholar.

    Omni-Perception

    Omni-Perception: Omnidirectional Collision Avoidance for Legged Locomotion in Dynamic Environments
    Zifan Wang, Teli Ma, Yufei Jia, Xun Yang, Jiaming Zhou, Wenlong Ouyang, Qiang Zhang, Junwei Liang
    Conference on Robot Learning (CoRL), 2025
    [paper][code][homepage]


    GLOVER

    GLOVER++: Unleashing the Potential of Affordance Learning from Human Behaviors for Robotic Manipulation
    Teli Ma*, Jia Zheng*, Zifan Wang, Ziyao Gao, Jiaming Zhou,Junwei Liang
    Conference on Robot Learning (CoRL), 2025
    [paper][code][homepage]


    GLOVER

    GLOVER: Generalizable Open-Vocabulary Affordance Reasoning for Task-Oriented Grasping
    Teli Ma*, Zifan Wang*, Jiaming Zhou, Mengmeng Wang, Junwei Liang
    arXiv preprint, 2024
    [paper][code][homepage]


    Mitigating

    Mitigating the Human-Robot Domain Discrepancy in Visual Pre-training for Robotic Manipulation
    Jiaming Zhou, Teli Ma, Kun-Yu Lin, Ronghe Qiu, Zifan Wang, Junwei Liang
    Computer Vision and Pattern Recognition Conference (CVPR), 2025
    [paper][code][homepage]


    Sigma_Agent

    Contrastive Imitation Learning for Language-guided Multi-Task Robotic Manipulation
    Teli Ma, Jiaming Zhou, Zifan Wang, Ronghe Qiu, Junwei Liang
    Conference on Robot Learning (CoRL), 2024
    [paper][code][homepage]


    SADE

    An Examination of the Compositionality of Large Generative Vision-Language Models
    Teli Ma, Rong Li, Junwei Liang
    The North American Chapter of the Association for Computational Linguistics (NAACL), 2024
    [paper][code][homepage]


    SyncTrack

    Synchronize Feature Extracting and Matching: A Single Branch Framework for 3D Object Tracking
    Teli Ma*, Mengmeng Wang*, Jimin Xiao, Huifeng Wu, Yong Liu
    Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2023
    [paper]


    CorpNet

    Correlation Pyramid Network for 3D Single Object Tracking
    Mengmeng Wang, Teli Ma, Xingxing Zuo, Jiajun Lv, Yong Liu
    Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, Workshops (CVPRW), 2023
    [paper]


    ReActNet

    Resilient Binary Neural Network
    Sheng Xu*, Yanjing Li*, Teli Ma*, Mingbao Lin, Hao Dong, Baochang Zhang, Peng Gao, Jinhu Lv
    Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2023
    [oral presentation] [paper] [code]


    BALLAD

    Unleashing the Potential of Vision-Language Models for Long-Tailed Visual Recognition
    Teli Ma, Shijie Geng, Mengmeng Wang, Sheng Xu, Hongsheng Li, Baochang Zhang, Peng Gao, Yu Qiao
    The British Machine Vision Conference (BMVC), 2022
    [paper] [code]


    MCMAE

    MCMAE: Masked Convolution Meets Masked Autoencoders
    Peng Gao, Teli Ma, Hongsheng Li, Ziyi Lin, Jifeng Dai, Yu Qiao
    Advances in Neural Information Processing Systems (NeurIPS), 2022
    [spotlight] [paper] [code]


    IDa-Det

    IDa-Det: An Information Discrepancy-aware Distillation for 1-bit Detectors
    Sheng Xu*, Yanjing Li*, Bohan Zeng*, Teli Ma, Baochang Zhang, Xianbin Cao, Peng Gao, Jinhu Lv
    European Conference on Computer Vision (ECCV), 2022
    [paper] [code]


    ReBNN

    Recurrent Bilinear Optimization for Binary Neural Networks
    Sheng Xu*, Yanjing Li*, Tiancheng Wang, Teli Ma, Baochang Zhang, Peng Gao, Yu Qiao, Jinhu Lv, Guodong Guo
    European Conference on Computer Vision (ECCV), 2022
    [oral presentation] [paper] [code]


    DSNet

    Dual-stream network for visual recognition
    Mingyuan Mao*, Renrui Zhang*, Honghui Zheng*, Teli Ma, Yan Peng, Errui Ding, Baochang Zhang, Shumin Han
    Advances in Neural Information Processing Systems (NeurIPS), 2021
    [paper]


    CLIP-Adapter

    Clip-adapter: Better vision-language models with feature adapters
    Peng Gao*, Shijie Geng*, Renrui Zhang*, Teli Ma, Rongyao Fang, Yongfeng Zhang, Hongsheng Li, Yu Qiao
    International Journal of Computer Vision (IJCV), 2023
    [paper] [code]