Xun
≡
profile photo

Xun Jiang

I am a last-year Ph.D. student in the Successive Postgraduate and Doctoral Program at the CFM lab of the University of Electronic Science and Technology of China (UESTC), supervised by Prof. Heng Tao Shen, co-supervised by Prof. Fumin Shen and Prof. Xing Xu. I am also a visiting Ph.D. student of MReal Lab at Nanyang Technological University under the supervision of Prof. Hanwang Zhang. Before that, I earned my bachelor's degree in Software Engineering from UESTC in 2020, where I was recognized as an Honor Graduate.

In the past five years, I have published more than 20 papers on AI/Multimedia flagship conferences and ACM/IEEE transaction journals, including IEEE TPAMI, TMM, TNNLS, TCSVT, TFS, CVPR, ACM MM, AAAI, etc. I am also serving as a journal reviewer for IEEE TPAMI, TIP, TMM, TCSVT, ACM TOIS, TOMM, etc., as well as a Program Committee member for CVPR, ICCV, ECCV, ACM MM, AAAI, WWW, ICASSP, BMVC, etc..

Currently, I'm working on multimodal learning, spatial intelligence (particularly from an egocentric view), and VLM/LLM reasoning enhancement. I am also highly interested in aerial and embodied multimodal perception and understanding. Feel free to contact me for discussion and collaboration!

Email: xun_jiang@outlook.com

Google Scholar  /  GitHub

Education


Dec. 2024 - Dec. 2025
Nanyang Technological University (NTU), Singapore
  • College of Computing and Data Science
  • Visiting Ph.D Student in Computer Science and Technology
  • Awarded CSC Scholarship

    • Dec. 2020 - Present
    University of Electronic Science and Technology of China (UESTC), China
  • School of Computer Science and Engineering
  • Ph.D Student in Computer Science and Technology
  • In Successive Postgraduate and Doctoral Program

    • Sep. 2016 - Jun. 2020
    University of Electronic Science and Technology of China (UESTC), China
  • School of Software Engineering
  • Bachelor Degree in Software Engineering
  • Awarded Honor Graduates of UESTC

    • News

    Publications

    Multimodal Learning on Low-Quality Data with Conformal Predictive Self-Calibration
    Xun Jiang, Yufan Gu, Disen Hu, Yuqing Hou, Yazhou Yao, Fumin Shen, Heng Tao Shen, Xing Xu
    IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2026
    [Paperlink], [Code]
    Key Words: Multimodal Learning, Low-quality Multimodal Data, Conformal Prediction
    Tracking Environmental Noise for Low-altitude Aircraft with Multimodal Acoustic Field Synthesis
    Qichen Tan, Kexin Sun, Xun Jiang#(# Corresponding Author)
    IEEE/CVF Conference on Computer Vision and Pattern Recognition Findings, CVPR Findings 2026
    [Paperlink], [Repo]
    Key Words: UAV Acoustic Field, Multimedia Synthesis, Scientific Visualization
    Generalizable Egocentric Task Verification Via Cross-Modal Hybrid Hypergraph Matching
    Xun Jiang, Xing Xu, Zheng Wang, Jingkuan Song, Fumin Shen, Heng Tao Shen
    IEEE Transactions on Pattern Analysis and Machine Intelligence, TPAMI 2026
    [Paperlink], [Repo]
    Key Words: Egocentric Vision, Cross-modal Task Verification, Hypergraph Learning
    Hyper-Opinion Vagueness Quantification for Robust Multimodal Learning
    Disen Hu, Xun Jiang, Xiaofeng Cao, Zheng Wang, Jingkuan Song, Heng Tao Shen, Xing Xu
    AAAI Conference on Artificial Intelligence , AAAI 2026
    [Paperlink], [Code]
    Key Words: Multimodal Learning, Robust Multimodal Learning, Hyper-Opinion Vagueness
    Geometric Gradient Divergence Modulation for Imbalanced Multimodal Learning
    Disen Hu, Xun Jiang, Zhe Sun, Hao Yang, Chong Peng, Peng Yan, Heng Tao Shen, Xing Xu
    ACM Internation Conference on Multimedia, ACM MM 2025
    [Paperlink], [Code]
    Key Words: Multimodal Learning, Imbalanced Multimodal Learning, Hyperspace Polyhedron
    Procedural Heterogeneous Graph Completion for Natural Language Task Verification in Egocentric Videos
    Xun Jiang, Zhiyi Huang, Xing Xu, Jingkuan Song, Fumin Shen, Heng Tao Shen
    IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2025
    [Paperlink], [Code]
    Key Words: Natural Language-based Egocentric Task Verification; Heterogeneous Graph Completion; Multimodal Learning; Procedural Task Understanding
    Counterfactually Augmented Event Matching for De-biased Temporal Sentence Grounding
    Xun Jiang, Zhuoyuan Wei, Shenshen Li, Xing Xu, Jingkuan Song, Heng Tao Shen
    ACM Internation Conference on Multimedia, ACM MM 2024
    [Paperlink], [Code]
    Key Words: Video Content Understanding, De-biased Video Grounding; Counterfactual Reasoning; Multimodal Learning
    Zero-Shot Video Moment Retrieval with Angular Reconstructive Text Embeddings
    Xun Jiang, Xing Xu, Zailei Zhou, Yang Yang, Fumin Shen, Heng Tao Shen
    IEEE Transactions on Multimedia, TMM 2024
    [Paperlink], [Code]
    Key Words: Video Content Understanding; Weakly-Supervised Learning; CLIP
    Embracing Unimodal Aleatoric Uncertainty for Robust Multimodal Fusion
    Zixian Gao*, Xun Jiang* (* Equal Contribution), Xing Xu, Fumin Shen, Yujie Li, Heng Tao Shen
    IEEE/CVF Computer Vision and Pattern Recognition Conference, CVPR 2024
    [Paperlink], [Code]
    Key Words: Multimodal Learning; Model Robustness; Uncertainty in Deep Learning

    Joint Searching and Grounding: Multi-Granularity Video Content Retrieval
    Zhiguo Chen*, Xun Jiang* (* Equal Contribution), Xing Xu, Zuo Cao, Yijun Mo, Heng Tao Shen
    ACM Internation Conference on Multimedia, ACM MM 2023
    [Paperlink], [Code]
    Key Words: Multimedia Retrieval; Video Content Understanding; Multimodal Learning

    Multi-Grained Attention Network with Mutual Exclusion for Composed Query-Based Image Retrieval
    Shenshen Li, Xing Xu, Xun Jiang, Fumin Shen, Xin Liu, Heng Tao Shen
    IEEE Transactions on Circuits and Systems for Video Technology, TCSVT 2023
    [Paperlink], [Code]
    Key Words: Cross-modal Retrieval; Composed Query-Based Image Retrieval; Multimodal Learning

    Faster Video Moment Retrieval with Point-Level Supervision
    Xun Jiang, Zailei Zhou, Xing Xu, Yang Yang, Guoqing Wang, Heng Tao Shen
    ACM Internation Conference on Multimedia, ACM MM 2023
    [Paperlink], [Code]
    Key Words: Video Content Retrieval; Point-level Supervision; Retrieval Efficiency

    SDN: Semantic Decoupling Network for Temporal Language Grounding
    Xun Jiang, Xing Xu, Jingran Zhang, Fumin Shen, Zuo Cao, Heng Tao Shen
    IEEE Transactions on Neural Networks and Learning Systems, TNNLS 2022
    [Paperlink], [Code]
    Key Words: Video Content Understanding; Vision-Language; Multimodal Learning

    DHHN: Dual Hierarchical Hybrid Network for Weakly-Supervised Audio-Visual Video Parsing
    Xun Jiang, Xing Xu, Zhiguo Chen, Jingran Zhang, Jingkuan Song, Fumin Shen, Huimin Lu, Heng Tao Shen,
    ACM Internation Conference on Multimedia, ACM MM 2022
    [Paperlink], [Code]
    Key Words: Video Content Understanding; Action Localization; Audio-Visual Learning

    Semi-Supervised Video Paragraph Grounding With Contrastive Encoder
    Xun Jiang, Xing Xu, Jingran Zhang, Fumin Shen, Zuo Cao, Heng Tao Shen
    IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022
    [Paperlink]
    Key Words: Video Content Understanding, Semi-Supervised Learning; Multimodal Learning

    This template is borrowed from Lei Wang's website source code. Many thanks to Lei Wang.