About me
I'm a Ph.D. student at University of Washington, supervised by Dr. Juhua Hu. My current research focuses on computer vision and data mining. I obtained my Master’s degree from University of Washington and Bachelor's degree in Beijing University of Posts and Telecommunications (BUPT).
Selected Publications
- Simignore: Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation
- Xiaofeng Zhang, FanshuoZeng, Yihao Quan, Zheng Hui, Jiawei Yao
- The 39th Annual AAAI Conference on Artificial Intelligence (AAAI), 2025
- [Paper], [Code]
- SpikeGS: Reconstruct 3D scene captured by a fast-moving bio-inspired camera
- Yijia Guo, Liwen Hu, Yuanxi Bai, Jiawei Yao, Lei Ma, Tiejun Huang
- The 39th Annual AAAI Conference on Artificial Intelligence (AAAI), 2025
- [Paper], [Code]
- Customized Multiple Clustering via Multi-Modal Subspace Proxy Learning
- Jiawei Yao, Qi Qian, Juhua Hu
- The Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS), 2024
- [Paper], [Code]
- Swift Sampler: Efficient Learning of Sampler by 10 parameters
- Jiawei Yao*, Chuming Li*, Canran Xiao
- The Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS), 2024
- [Paper], [Code]
- DepthSSC: Monocular 3D Semantic Scene Completion via Depth-Spatial Alignment and Voxel Adaptation
- Jiawei Yao, Jusheng Zhang, Xiaochao Pan, Tong Wu, Canran Xiao
- IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2025
- [Paper], [Code]
- Improving depth gradient continuity in transformers: A comparative study on monocular depth estimation with cnn
- Jiawei Yao, Tong Wu, Xiaofeng Zhang
- British Machine Vision Conference (BMVC), 2024
- [Paper], [Code]
- QE-BEV: Query Evolution for Bird's Eye View Object Detection in Varied Contexts
- Jiawei Yao*, Yingxin Lai*, Hongrui Kou*, Tong Wu, Ruixi Liu
- ACM International Conference on Multimedia (MM), 2024
- * equal contribution
- [Paper], [Code]
- HarmonicNeRF: Geometry-Informed Synthetic View Augmentation for 3D Scene Reconstruction in Driving Scenarios
- Xiaochao Pan*, Jiawei Yao*, Hongrui Kou*, Tong Wu, Canran Xiao
- ACM International Conference on Multimedia (MM), 2024
- * equal contribution
- [Paper], [Code]
- Multi-Modal Proxy Learning Towards Personalized Visual Multiple Clustering
- Jiawei Yao, Qi Qian, Juhua Hu
- The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
- [Paper], [Code]
- Dual-disentangled Deep Multiple Clustering
- Jiawei Yao, Juhua Hu
- SIAM International Conference on Data Mining (SDM), 2024
- [Paper], [Code]
- Building Lane-Level Maps from Aerial Images
- Jiawei Yao*, Xiaochao Pan*, Tong Wu, Xiaofeng Zhang
- IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024
- * equal contribution
- [Paper], [Code]
- Ndc-scene: Boost monocular 3d semantic scene completion in normalized device coordinates space
- Jiawei Yao*, Chuming Li*, Keqiang Sun*, Yingjie Cai, Hao Li, Wanli Ouyang, Hongsheng Li
- * equal contribution
- International Conference on Computer Vision (ICCV), 2023
- [Paper], [Project page], [Code]
Awards
2024, J.P. Morgan, PhD Fellowship
2024, University of Washington, SET Outstanding Graduate Student Award
2024, SIAM International Conference on Data Mining (SDM'24), Student Travel Award
2021, University of Washington, Top Scholar Funding
Services
Conference Reviewer: ICML; CVPR; ICLR; AISTATS; WACV; NeurIPS; ACM MM; BMVC
Journal Reviewer: DMLR; TIP; PR; TCSVT; Information Fusion