Chen Wei

Johns Hopkins University — United States

Computer Science · Physical Sciences

12h-index1.3kcitations68works3.22yr avg
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Research Topics

Advanced Neural Network Applications(9), Domain Adaptation and Few-Shot Learning(7), Multimodal Machine Learning Applications(6), Advanced Image and Video Retrieval Techniques(5), Human Pose and Action Recognition(5)

Publications68 total

Data-Driven Prediction of Carbonate Formation Pressure Using LSTM-Based Machine Learning
Processes·2025Open Access
SCANS: An Efficient Geometric Problem Solver with Content-Aware Attention and Adaptive Fusion
Lecture notes in computer science·2025
Forensic image classification with active learning and generative adversarial network-based data augmentation
Digital Signal Processing·2025
Speech Emotion Recognition via Swin-Transformer and Cross-Attention Fusion Model
2025
Lightweight crack detection in complex environments via model pruning and knowledge distillation
Automation in Construction·2025· 3 cited
UniROD: Unified Radar Object Detection with MAE-pretrained CNN-Transformer Fusion
2025
VideoDPO: Omni-Preference Alignment for Video Diffusion Generation
2025· 2 cited
Causal-aware Large Language Models: Enhancing Decision-Making Through Learning, Adapting and Acting
arXiv (Cornell University)·2025Open Access
Perception Encoder: The best visual embeddings are not at the output of the network
arXiv (Cornell University)·2025Open Access
LA-ResUNet: Attention-based network for longitudinal liver tumor segmentation from CT images
Computerized Medical Imaging and Graphics·2025· 8 cited
Research on Soft Error Detection Method for Self-Similar Data Streams Based on Structure Mapping
Preprints.org·2025Open Access
DBSRad‐LSTM: DBSCAN Clustering for Load Forecasting in Microgrids Using Radial LSTM
IET Renewable Power Generation·2025Open Access
Exploratory Study on Enhancing Generalization Performance of Transformer Architectures in MedicalImage Segmentation: A Survey
Lecture notes in computer science·2025
Cloud-Edge Collaborative Computing for Consumer Electronics via Deep Reinforcement Learning
IEEE Transactions on Consumer Electronics·2024· 6 cited
Towards Generalizable Tumor Synthesis
2024· 26 cited
Effects of geographical, soil and climatic factors on the two marker secondary metabolites contents in the roots of Rubia cordifolia L.
Frontiers in Plant Science·2024· 7 citedOpen Access
Identifying Functional Brain Networks of Spatiotemporal Wide-Field Calcium Imaging Data via a Long Short-Term Memory Autoencoder
arXiv (Cornell University)·2024Open Access
ARVideo: Autoregressive Pretraining for Self-Supervised Video Representation Learning
arXiv (Cornell University)·2024Open Access
Improving automatic segmentation of liver tumor images using a deep learning model
Heliyon·2024· 10 citedOpen Access
Machine learning-based predictive model for abdominal diseases using physical examination datasets
Computers in Biology and Medicine·2024· 6 cited
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Frequent Co-authors

Alan Yuille(10), Jimin Liang(7), Yiping Tang(5), Chuang Niu(4), Haihong Hu(4), Kaitai Guo(4), Shenghan Ren(3), Huiyu Wang(3), Yang Zheng(3), Haoqi Fan(2), Christoph Feichtenhofer(2), Kihyuk Sohn(2), Clayton Mellina(2), Fan Yang(2), Cihang Xie(2), Wei Shen(2), Lingxi Xie(2), Xutong Ren(2), Chi Su(2), Jiaying Liu(2)