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 candidate 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 include (🎞️) Video Analysis, (📽️) Multimedia, and (🎰) Ubiquitous Computing. I am also an animal lover (fahlo link).

Certified academic escape room champion (2022.9~2023.9).
- Time to beat: About 365 days.
- Trophies: This smirk. 😏
- Results: 0 publications, 100% resilience.
- Crash log: No systems crashed, except possibly my mental stack. 💥
- Status: Recovery completed. 🛠️

CV

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

News

2025.03.01~2025.04.05: One paper is accepted by IMWUT/Ubicomp 2025.

2024.12.12~2025.02.12: I am invited by ICML, KDD, and IJCAI 2025 as a reviewer/PC number.

2024.11.01~2024.12.10: Two papers are accepted by AAAI 2025.

2024.10.01~2024.10.21: I am nominated as an outstanding reviewer by ACM MM 2024.

2024.09.10~2024.09.26: One paper is accepted by NeurIPS 2024 (Oral).

2024.09.01~2024.09.08: One paper is accepted by IEEE TNSRE.

2024.08.10~2024.08.25: I am invited by ICLR 2025 and AISTATS 2025 as a reviewer.

See All News

我自己

Wenbo Huang (The left one) 黄文博(左一)
Room 206, 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 (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 (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 (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 (Full edition) Code (GitHub) Cite by bib


See All Publications

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


See All Publications

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, 2025.
    • The ACM International Conference on Multimedia (ACM MM), 2024, 2025.
    • The ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2025.
    • The International Joint Conferences on Artificial Intelligence (IJCAI), 2025.
  • Journal Reviewer
    • IEEE Transactions on Multimedia (IEEE TMM).
    • Scientific Report.
    • Elsevier Neurocomputing.
  • 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 Postgraduate (2021, Nanjing Normal University, Certificate).





Go Back to Top