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 (D4) 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. 🛠️


⚠️ Warning
- Peer Review: If you find that I have participated in your peer review, please DO NOT contact me. This will cause me a lot of unnecessary trouble.
- Collaborations: I prefer traditional author listings and DO NOT require a co-first author or equal contribution. Simply including my name in authors is enough.

CV

You can download my latest CV (English Version and Chinese Version).
CV was last updated on 2025.12.7.

News

2025.11.08: Two papers are acceptted by AAAI 2026 (1 Oral, 1 Poster).

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).

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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.

Selected Publications

* means Corresponding Author. Full list can refer to Google Scholar.

Conference Papers

(C.7) Otter: Mitigating Background Distractions of Wide-Angle Few-Shot Action Recognition with Enhanced RWKV

Wenbo Huang, Jinghui Zhang*, Zhenghao Chen, Guang Li, Lei Zhang*, Yang Cao, Fang Dong, Takahiro Ogawa, Miki Haseyama

🎞️ 2026 (🏅Oral)

The 40th Annual AAAI Conference on Artificial Intelligence, Singapore (🥇CCF A, Oral Rate 3.5%, Accept Rate 17.6%)

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

(C.6) DeepSenseMoE: Harnessing Power of Time Series Foundation Models for Few-Shot Human Activity Recognition

Zenan Fu, Dongzhou Cheng, Lei Zhang*, Wenbo Huang*, Zhenghao Chen, Hao Wu

🎰 2026

The 40th Annual AAAI Conference on Artificial Intelligence, Singapore (🥇CCF A, Accept Rate 17.6%)

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

(C.5) 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

🎰 2025

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

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

(C.4) 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

🎞️ 2025

The 39th Annual AAAI Conference on Artificial Intelligence, Philadelphia, USA (🥇CCF A, Accept Rate 23.4%)

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

(C.3) Generalizable Sensor-Based Activity Recognition via Categorical Concept Invariant Learning

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

🎰 2025

The 39th Annual AAAI Conference on Artificial Intelligence, Philadelphia, USA (🥇CCF A, Accept Rate 23.4%)

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

(C.2) 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*

📽️ (🏅Oral)

The 38th Annual Conference on Neural Information Processing Systems, Vancouver, Canada (🥇CCF A, Oral Rate 0.39%, Accept Rate 25.8%)

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

(C.1) 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

🎞️ 2024

The 32nd ACM International Conference on Multimedia, Melbourne, Australia (🥇CCF A, Accept Rate 26.2%)

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


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Journal Papers

(J.4) 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

🎰 2022 (🏅ESI Top 1% Highly Cited)

IEEE Transactions on Mobile Computing (🥇CCF A)

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

(J.3) Deep Ensemble Learning for Human Activity Recognition Using Wearable Sensors via Filter Activation

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

🎰 2022 (🏅ESI Top 1% Highly Cited)

ACM Transactions on Embedded Computing Systems (🥈CCF B)

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

(J.2) 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

🎰 2021

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

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

(J.1) Shallow Convolutional Neural Networks for Human Activity Recognition using Wearable Sensors

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

🎰 2021

IEEE Transactions on Instrumentation and Measurement (🏆)

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


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Professional Services

  • Conference Reviewer/Program Committee (PC) Mumber (Outstanding)
    • The CVF/IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2026.
    • 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, 2026.
    • 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, 2026.
    • 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).
    • IEEE Internet of Things Journal (IEEE IoTJ).
    • Elsevier Pattern Recognition (Elsevier PR).
    • Elsevier Neurocomputing.
    • Elsevier Scientific Reports.
  • Teaching Activity
    • Operating System (Bilingual Instruction, Teaching Assistant, Spring 2023, Southeast University).
  • Invited Talks
    • Few-Shot Action Recognition: Fundamentals and Reflections (Oct. 2025, Institute of Science Tokyo).

Award & Honor

  • Scholarship
    • National Scholarship (2025, The Chinese Ministry of Education, in Southeast University).
    • Special Freshman Scholarship/Excellent Ph.D Training Program (2022, Southeast University, Certificate).
    • National Scholarship (2021, The Chinese Ministry of Education, in Nanjing Normal University, 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).





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