wenbohuang1002@LIFE:~/$



About Me

I come from Nanjing, Jiangsu, China, where is known as ‘Capital of Six Dynasties’ and ‘City of Stone’. I was a script kiddie and received the B.S. degree from Nanjing Tech University, Nanjing, China, in 2019. I received the M.S degree from Nanjing Normal University, Nanjing, China, in 2022. Now I am a Ph.D student under the Excellent Ph.D Training Program and pursuing my degree in School of Computer Science and Engineering, Southeast University, Nanjing, China. My research interests including Video Analytics, Multimedia, and Ubiquitous Computing. I am also an animal lover (fahlo link).

I was lucky enough to get away from a torture group (2022.9~2023.9).

CV

You can download my latest CV (English Version and Chinese Version).
CV was last updated on 2024.12.19.

News

2024.12.12~2025.1.12: I am invited by ICML 2025 and IJCAI 2025 as a reviewer/PC number.

2024.12.10: Two paper is accepted by AAAI 2025.

2024.10.21: I am nominated as an outstanding reviewer by ACM MM 2024.

2024.9.26: One paper is accepted by NeurIPS 2024 (Oral).

2024.9.8: One paper is accepted by IEEE TNSRE.

2024.8.25: I am invited by ICLR 2025 and AISTATS 2025 as a reviewer.

2024.8.2: I am invited by IEEE TMM as a reviewer.

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我自己

Wenbo Huang (The left one)
黄文博 (左一)
Room Unknown, Computer Building.
School of Computer Science and Engineering.
Southeast University (SEU), Jiulong Lake Campus (📍Maps).
No.2 Southeast University Road, Moling Street, Nanjing 211189, Jiangsu, China.

Conference Publication

Manta: Enhancing Mamba for Few-Shot Action Recognition of Long Sub-Sequence

Wenbo Huang, Jinghui Zhang*, Guang Li, Lei Zhang, Shoyuan Wang, Fang Dong, Jiahui Jin, Takahiro Ogawa, Miki Haseyama

AAAI 2025-1 (Conference Paper)

2025 the 39th Annual AAAI Conference on Artificial Intelligence, Philadelphia, USA (🥇CCF Rank A, Poster Presentation, Accept Rate 23.4%)

PDF PDF (Full edition) Poster Code (GitHub) OpenReview Cite by bib

SOAP: Enhancing Spatio-Temporal Relation and Motion Information Capturing for Few-Shot Action Recognition

Wenbo Huang, Jinghui Zhang*, Xuwei Qian, Zhen Wu, Meng Wang, Lei Zhang

MM 2024-1 (Conference Paper)

2024 the 32nd ACM International Conference on Multimedia, Melbourne, Australia (🥇CCF Rank A, Poster Presentation, Accept Rate 26.2%)

PDF PDF (Full edition) Poster Code (GitHub) OpenReview Cite by bib

Generalizable Sensor-Based Activity Recognition via Categorical Concept Invariant Learning

Di Xiong, Shoyuan Wang, Lei Zhang*, Wenbo Huang, Chaolei Han

AAAI 2025-2 (Conference Paper)

2025 the 39th Annual AAAI Conference on Artificial Intelligence, Philadelphia, USA (🥇CCF Rank A, Poster Presentation, Accept Rate 23.4%)

PDF PDF (Full edition) Poster Code (GitHub) OpenReview Cite by bib

E2E-MFD: Towards End-to-End Synchronous Multimodal Fusion Detection

Jiaqing Zhang, Mingxiang Cao, Weiying Xie*, Jie Lei, Daixun Li, Geng Yang, Wenbo Huang, Yunsong Li, Xue Yang*

NeurIPS 2024-1 (Conference Paper)

2024 the 38th Annual Conference on Neural Information Processing Systems, Vancouver, Canada (🥇CCF Rank A, Oral Presentation, Accept Rate 25.8%)

PDF Code (GitHub) Cite by bib


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Journal Publication

Channel-Equalization-HAR: A Light-weight Convolutional Neural Network for Wearable Sensor Based Human Activity Recognition

Wenbo Huang, Lei Zhang*, Hao Wu, Fuhong Min, Aiguo Song

TMC 2022-1 (Journal Paper)

IEEE Transactions on Mobile Computing (🥇CCF Rank A, 🏅ESI Top 1% Highly Cited)

DOI: 10.1109/TMC.2022.3174816

PDF Code (GitHub) Code (In Jittor) Website Online 中译版 Cite by bib

Deep Ensemble Learning for Human Activity Recognition Using Wearable Sensors via Filter Activation

Wenbo Huang, Lei Zhang*, Shuoyuan Wang, Hao Wu, Aiguo Song

TECS 2022-1 (Journal Paper)

ACM Transactions on Embedded Computing Systems (🥈CCF Rank B, 🏅ESI Top 1% Highly Cited)

DOI: 10.1145/3551486

PDF Code (GitHub) Code (In Jittor) Website Online 中译版 Cite by bib

The Convolutional Neural Networks Training with Channel-Selectivity for Human Activity Recognition Based on Sensors

Wenbo Huang, Lei Zhang*, Qi Teng, Chaoda Song, Jun He

JBHI 2021-1 (Journal Paper)

IEEE Journal of Biomedical and Health Informatics (🥉CCF Rank C)

DOI: 10.1109/JBHI.2021.3092396

PDF Code (GitHub) Code (In Jittor) Website Online 中译版 Cite by bib

Shallow Convolutional Neural Networks for Human Activity Recognition using Wearable Sensors

Wenbo Huang, Lei Zhang*, Wenbin Gao , Fuhong Min, Jun He

TIM 2021-1 (Journal Paper)

IEEE Transactions on Instrumentation and Measurement (🏆)

DOI: 10.1109/TIM.2021.3091990

PDF Code (GitHub) Code (In Jittor) Website Online 中译版 Cite by bib


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Academic Service

  • Conference Reviewer/Program Committee Number (Outstanding)
    • The International Conference on Machine Learning (ICML), 2025.
    • The International Conference on Learning Representations (ICLR), 2025.
    • The Annual Conference on Neural Information Processing Systems (NeurIPS), 2024.
    • The ACM International Conference on Multimedia (ACM MM), 2024.
    • The International Joint Conferences on Artificial Intelligence (IJCAI), 2025.
  • Journal Reviewer
    • IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE).
    • IEEE Transactions on Multimedia (IEEE TMM).
    • Scientific Report.
  • Teaching Activity
    • Operating System (Bilingual Instruction, Teaching Assistant, Spring 2023, Southeast University).

Award & Honor

  • Scholarship
    • Special Freshman Scholarship/Excellent Ph.D Training Program (2022, Southeast University, Certificate).
    • National Scholarship for Postgraduate Students (2021, The Chinese Ministry of Education, Certificate No.SSY202120653).
    • First-Class Academic Scholarship (2021, Nanjing Normal University).
  • Honor
    • Outstanding Graduate (2022, Nanjing Normal University, Certificate).
    • Outstanding PPostgraduate (2021, Nanjing Normal University, Certificate).





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