👁️Vision is the interface where photons meet consciousness - for carbon and silicon alike.
Hi 👋! I’m a CS Ph.D. candidate at UCD in the Vision and Analytics Lab (THEIA Lab), working with Prof. Soumyabrata Dev.
I previously served as a research assistant at SIAT, collaborating with Prof. Zhengkun Yi, and earned my M.S. degree in Computer Science from USM under the supervision of Prof. Putra Sumari.
My current research focuses on computer vision, machine learning, and AI.
🔥 News
- 2025.02: 👨🎓 Obtained a new certification: LLM Agents from UC Berkeley!
- 2024.11: 👨🎓 Obtained a new certification: Neural Network and Deep Learning from DeepLearning.AI!
- 2024.09: 🏆 Ranked top2.5% at National Information Center: Video Recognition for City Management Competition!
- 2024.08: 🏆 Ranked top3.5% at NVIDIA and Alibaba: Multimodal Large Model Data Synthesis Challenge!
- 2024.07: 👨🎓 Obtained a new certification: Visual Perception from Columbia University!
📝 Publications
- 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 [2025]
- DCentNet: Decentralized multistage biomedical signal classification using early exits, X. Li, B. Huang, B. Cardiff, D. John Biomedical Signal Processing and Control [2025]
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Dynamic liquid volume estimation using optical tactile sensors and spiking neural network, B. Huang, S. Fang, M. Yin et al. Springer - Intelligent Service Robotics [2024]
- More papers on Google Scholar.
👨💻 Service
- Reviewer - AAAI x4, IEEE TIM x3, ACM MM x3, IEEE T-ASE x7, IEEE ICRA x1
- Session Assistant - IEEE RCAR
👨💻 Research Focuses
• VLM, MLLM, World Models (Outputs) 2025.08 - present • Video Recognition (Outputs) 2024.07 - present • Model Compression (Outputs) 2023.09 - 2024.06 • Embodied Intelligence (Outputs) 2021.08 - 2023.08 • Embedded Systems (Outputs) prior - 2021
🏃♂️ Personal life
- 🏃♂️ Completed two marathons (42.195 km)