wenbohuang1002@LIFE:~/$



About Me

I come from Nanjing, Jiangsu, China, a city steeped in history and known as the ‘Capital of Six Dynasties’ and the ‘City of Stone’. I was a script kiddie and started the academic journey with a Bachelor degree from Nanjing Tech University in 2019. Then I received Master degree at Nanjing Normal University in 2022. Currently, I am a Ph.D candidate under the Excellent Doctoral Training Program at the School of Computer Science and Engineering, Southeast University. In addition, I am also a government-sponsored visiting Ph.D in the Department of Computer Science, Institute of Science Tokyo (旧・東京工業大学). My research interests include (🎞️) Video Analysis, (📽️) Multimedia, and (🎰) Ubiquitous Computing. Beyond academic, I am 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

2025.07.22: I am invited by AAAI 2026 as a PC mumber.

2025.04.05: One paper is accepted by IMWUT/UbiComp-ISWC 2025.

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

2024.12.10: Two papers are accepted by AAAI 2025.

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

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

2024.09.08: One paper is accepted by IEEE TNSRE.

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

(🎰) Deconfounding Causal Inference through Two-Branch Framework with Early-Forking for Sensor-Based Cross-Domain Activity Recognition

Di Xiong, Lei Zhang*, Shuoyuan Wang, Dongzhou Cheng, Wenbo Huang

IMWUT/UbiComp/ISWC 2025-1 (Conference Paper)

2025 the 27th ACM International Joint Conference on Pervasive and Ubiquitous Computing, Espoo, Finland (🥇CCF Rank A)

PDF (Full edition) Code (GitHub) 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 (PC) Mumber (Outstanding)
    • The CVF/IEEE International Conference on Computer Vision (ICCV), 2025.
    • 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 AAAI Conference on Artificial Intelligence (AAAI), 2026.
    • The ACM International Conference on Multimedia (ACM MM), 2024, 2025.
    • The International Joint Conferences on Artificial Intelligence (IJCAI), 2025.
    • The ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2025.

  • Journal Reviewer
    • IEEE Transactions on Image Processing (IEEE TIP).
    • IEEE Transactions on Multimedia (IEEE TMM).
    • Elsevier Pattern Recognition (Elsevier PR).
    • Elsevier Neurocomputing.
    • Elsevier Scientific Reports.
  • 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