publications

2026

1. TASLP

   Semantic Modulated Prompting for Few-Shot Audio-Visual Classification

   Guanjie Huang, Yawen Cui, Danny Hin Kwok Tsang, and 2 more authors

   IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2026

   Audio-Visual LearningFew-Shot LearningPrompt TuningModality Rebalancing

   DOI Bib HTML Code

   @article{huang2026smp,
     title = {Semantic Modulated Prompting for Few-Shot Audio-Visual Classification},
     author = {Huang, Guanjie and Cui, Yawen and Tsang, Danny Hin Kwok and Wang, Wenwu and Liu, Li},
     journal = {IEEE/ACM Transactions on Audio, Speech, and Language Processing},
     volume = {34},
     pages = {723--736},
     year = {2026},
     doi = {10.1109/TASLPRO.2026.3654246},
   }

2. ICASSP

   Lend a Hand: Semi Training-Free Cued Speech Recognition via MLLM-Driven Hand Modeling

   Guanjie Huang, Danny H. K. Tsang, Xiao-Ping Zhang, and 1 more author

   In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2026

   Cued Speech RecognitionMultimodal LLMTraining-Free LearningVisual Speech

   Bib HTML Code

   @inproceedings{huang2026lend,
     title = {Lend a Hand: Semi Training-Free Cued Speech Recognition via MLLM-Driven Hand Modeling},
     author = {Huang, Guanjie and Tsang, Danny H. K. and Zhang, Xiao-Ping and Liu, Li},
     booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
     year = {2026},
   }

3. ACM MM

   PhyAVBench: A Physical-Centric Audio-Visual Benchmark for Video Generation

   Tianxin Xie, Wentao Lei, Guanjie Huang, and 1 more author

   In Proceedings of the ACM International Conference on MultimediaOral presentation, 2026

   Audio-Visual GenerationPhysical GroundingEvaluation BenchmarkText-to-Audio-Video

   Bib HTML Website

   @inproceedings{xie2026phyavbench,
     title = {PhyAVBench: A Physical-Centric Audio-Visual Benchmark for Video Generation},
     author = {Xie, Tianxin and Lei, Wentao and Huang, Guanjie and others},
     booktitle = {Proceedings of the ACM International Conference on Multimedia},
     year = {2026},
   }

2025

1. ACM MM

   Cued-Agent: A Multi-Agent Framework for Automatic Cued Speech Recognition

   Guanjie Huang, Danny H. K. Tsang, Shan Yang, and 2 more authors

   In Proceedings of the ACM International Conference on MultimediaOral presentation, 2025

   Cued Speech RecognitionMulti-Agent SystemsMultimodal LearningLLM Self-Correction

   Student Travel Award Bib HTML Code

   Recipient of an ACM Multimedia 2025 Student Travel Award.

   @inproceedings{huang2025cuedagent,
     title = {Cued-Agent: A Multi-Agent Framework for Automatic Cued Speech Recognition},
     author = {Huang, Guanjie and Tsang, Danny H. K. and Yang, Shan and Lei, Guangzhi and Liu, Li},
     booktitle = {Proceedings of the ACM International Conference on Multimedia},
     year = {2025},
   }

2. CVPRW

   Underwater Camouflaged Object Tracking Meets Vision-Language SAM2

   Chunhui Zhang, Li Liu, Guanjie Huang, and 5 more authors

   In IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

   Underwater TrackingCamouflaged ObjectsVision-Language ModelsSAM2

   Outstanding Paper Bib HTML Code

   Outstanding Paper Award at the CV4Animals Workshop.

   @inproceedings{zhang2025underwater,
     title = {Underwater Camouflaged Object Tracking Meets Vision-Language SAM2},
     author = {Zhang, Chunhui and Liu, Li and Huang, Guanjie and Zhang, Zhipeng and Wen, Hao and Zhou, Xi and Ge, Shiming and Wang, Yanfeng},
     booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops},
     year = {2025},
   }

2024

1. NeurIPS

   WebUOT-1M: Advancing Deep Underwater Object Tracking with a Million-Scale Benchmark

   Chunhui Zhang, Li Liu, Guanjie Huang, and 3 more authors

   In Advances in Neural Information Processing Systems, 2024

   Underwater TrackingLarge-Scale BenchmarkMultimodal TrackingObject Tracking

   Bib HTML

   @inproceedings{zhang2024webuot,
     title = {WebUOT-1M: Advancing Deep Underwater Object Tracking with a Million-Scale Benchmark},
     author = {Zhang, Chunhui and Liu, Li and Huang, Guanjie and Wen, Hao and Zhou, Xi and Wang, Yanfeng},
     booktitle = {Advances in Neural Information Processing Systems},
     year = {2024},
   }

2. ICSR

   Content-Aware Efficient Learner for Audio-Visual Emotion Recognition

   Guanjie Huang, Weilin Lin, and Li Liu

   In Social Robotics, 2024

   Audio-Visual Emotion RecognitionParameter-Efficient LearningMultimodal FusionAffective Computing

   Best Student Paper Nominee Bib HTML

   Nominated for Best Student Paper at ICSR 2024.

   @inproceedings{huang2024content,
     title = {Content-Aware Efficient Learner for Audio-Visual Emotion Recognition},
     author = {Huang, Guanjie and Lin, Weilin and Liu, Li},
     booktitle = {Social Robotics},
     pages = {31--40},
     publisher = {Springer Nature Singapore},
     year = {2024},
   }

2023

1. TPAMI

   WebUAV-3M: A Benchmark Unveiling the Power of Million-Scale Deep UAV Tracking

   Chunhui Zhang, Guanjie Huang, Li Liu, and 5 more authors

   IEEE Transactions on Pattern Analysis and Machine IntelligenceCo-first author. , 2023

   UAV TrackingMultimodal TrackingLarge-Scale DatasetVisual Object Tracking

   Bib HTML Code

   @article{zhang2023webuav,
     title = {WebUAV-3M: A Benchmark Unveiling the Power of Million-Scale Deep UAV Tracking},
     author = {Zhang, Chunhui and Huang, Guanjie and Liu, Li and Huang, Shan and Yang, Yinan and Wan, Xiang and Ge, Shiming and Tao, Dacheng},
     journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
     year = {2023},
   }