wfs.

PERSONAL HOMEPAGE

Hi, I'm Fengshun Wang.

Exploring deep learning,
multimodal understanding & computer vision.

I'm a first-year PhD, deep learning enthusiast and cybersecurity engineer at Wuhan University and IAIS (CUPES), supervised by Professor Zhigang Tu. My interests include multimodal LLM, computer vision, operating systems, and assembly language.

My work includes multimodal learning, fine-grained micro-action understanding, action quality assessment. I also enjoy taking on real-world challenges through AI competitions.

Open to research collaborations and competition teams.
欢迎合作，交流各领域科研与竞赛。

1. ACM MM 2026CCF A

   Recognition-Conditioned Reasoning: A Training-Free Multimodal-LLM Pipeline for Fine-Grained Micro-Action Understanding

2. ACM MM 2025CCF A

   Learning Long-Range Action Representation by Two-Stream Mamba Pyramid Network for Figure Skating Assessment

3. Defence TechnologyJCR Q1 · IF 5.9

   Cross-attention spatial–temporal convolutional neural network for energy expenditure estimation on the basis of physical fitness characteristics

   中科院一区 TOP

4. CVPR 2024 workshop

   From Beats to Scores: A Multi-Modal Framework for Comprehensive Figure Skating Assessment

• Champion

  ACM MM 2026 Micro-Action Competition

  Track Three

• Champion

  Industry Data Application LLM Challenge 2025

  Alibaba Cloud Tianchi · Financial Data Track

• Runner-up

  Global AI Attack & Defense Challenge 2025

  Alibaba Cloud Tianchi · Track 3: Cross-Device Intelligent Speech Interaction Authentication (Detection Track)

• Runner-up

  Data-Juicer Series: ModelScope-Sora Challenge 2024

  Alibaba Cloud Tianchi

• Second Prize

  “Ruichuang Cup”

  Alibaba Cloud Tianchi · Track 1: Lightweight Dual-Modal (Visible–Infrared) Object Detection

• 5th Place

  Ele.me AI Algorithm Competition 2025

  Alibaba Cloud Tianchi · Merit Award · Track 1: Smart Elderly Care – Intelligent Food Ordering for Older Adults

• 9th Place

  Data-Juicer Series: Better Synth Multimodal LLM Data Synthesis Challenge 2024

  Alibaba Cloud Tianchi · Merit Award

• 9th Place

  WWW 2025 Multimodal Dialogue System Intent Recognition Challenge

  Alibaba Cloud Tianchi

• 15th Place

  CCF Large Language Model Security Challenge

  Alibaba Cloud Tianchi · Track 2: Red Team Attack on Content Safety Detectors

Outside of research and engineering, I enjoy badminton, basketball, football, swimming, and ice hockey.

Languages & tools

Python · C · Bash · Git · Linux · PyTorch · TensorFlow · OpenCV · pandas · scikit-learn · seaborn · AWS · Photoshop

Interested in collaborating on research or an AI competition? Feel free to get in touch.

Email

ycwfs6@whu.edu.cn

WeChat

Lesliewang666

GitHub

github.com/ycwfs