Hi 👋! I’m an AI researcher interested in building scalable multimodal systems and advancing visual intelligence.

🔥 News

• 2026.07:  📝 EarthCamQA, has been accepted at iEMSs and is now available on: [Paper] [Code]
• 2026.03:  📝 MoCrop, has been accepted at IEEE IJCNN. paper [code]
• 2026.02:  📝 MoCLIP-Lite, has been accepted at IEEE CISP and is now available on IEEE Xplore: paper [code]
• 2026.01:  📝 TinyDrop has been accepted at IEEE ICASSP!
• 2025.10:  🤝 Contributed MV-Only (high-speed mode) to mv-extractor. [upstream] [my fork] [PyPI]
• 2025.09:  📝 Preprinted MVP on arXiv: paper [code]

📝 Latest Publications

2026

• EarthCamQA: An Agentic LLM–VLM Framework for Real-Time Visual Question Answering in Urban Environments
  B. Huang, W. Yao, Y. Li, DA. Cabrera, S. Dev
  iEMSs 2026 [Paper] [Code]

• MoCrop: Training Free Motion Guided Cropping for Efficient Video Action Recognition
  B. Huang, W. Yao, S. Chen, G. Wang, Q. Wang, S. Dev
  IEEE IJCNN 2026 [Paper] [Code]

• TinyDrop: Tiny Model Guided Token Dropping for Vision Transformers
  G. Wang, Q. Wang, B. Huang, S. Chen, D. John
  IEEE ICASSP 2026 [Paper]

2025

• MoCLIP-Lite: Efficient Video Recognition by Fusing CLIP with Motion Vectors
  B. Huang, N. Wang, A. Parakash, S. Dev
  IEEE CISP 2025 [Paper] [Code]

• MVP: Motion Vector Propagation for Zero-Shot Video Object Detection
  B. Huang, N. Wang, W. Yao, S. Dev
  arXiv preprint [Paper] [Code]

• Optimal Brain Connection: Towards Efficient Structural Pruning
  S. Chen, W. Ma, B. Huang, Q. Wang, G. Wang, W. Sun, L. Huang, D. John
  arXiv preprint [Paper]

• DCentNet: Decentralized multistage biomedical signal classification using early exits
  X. Li, B. Huang, B. Cardiff, D. John
  Biomedical Signal Processing and Control [Paper] [Code]

2024

• Dynamic liquid volume estimation using optical tactile sensors and spiking neural network
  B. Huang, S. Fang, M. Yin et al.
  Springer - Intelligent Service Robotics [Paper]

More papers on .

🧩 Open-Source Contributions

• mv-extractor — Contributor (2025)
  A fast H.264/MPEG-4 motion-vector extractor with optional RGB decode skipping.
  • Key: Implemented Motion-Vectors-Only / frame-decode skipping mode; docs & tests; acknowledged upstream.
  • Links: Upstream · My fork · PyPI
  

👨‍💻 Service

• Session Chair: IJCNN2026
• Program Committee: AAAI2027, AAAI2026, SWC2026
• Session Assistant: RCAR2023
• Reviewer: IEEE T-PAMI, IEEE T-IP, IEEE T-MM, IEEE T-ASE, IEEE T-IM, AAAI, ACM MM, IEEE ICRA, IEEE ICASSP, IEEE IJCNN, BMVC

👨‍💻 Research Focuses

 • Video Understanding         (Outputs)       2025 - present
 • Model Compression           (Outputs)       2023 - 2025
 • Embodied Intelligence       (Outputs)       2021 - 2023

🏃‍♂️ Personal life

• 🏃‍♂️ Completed two marathons (42.195 km)