Xin Wang

Tianjin University — China

Computer Science · Physical Sciences

15h-index3.2kcitations64works3.62yr avg
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Research Topics

Advanced Neural Network Applications(24), Adversarial Robustness in Machine Learning(9), Domain Adaptation and Few-Shot Learning(8), Anomaly Detection Techniques and Applications(7), Neural Networks and Applications(5)

Publications64 total

LLM4Perf: Large Language Models Are Effective Samplers for Multi-Objective Performance Modeling
ArXiv.org·2025Open Access
Social Integration Among Rural-to-Urban Migrants: A Dynamic Analysis Using a Hybrid Approach Integrating Structural Equation Modeling and Machine Learning
Evaluation Review·2025
FlexFFN: Hierarchical Dynamic Selection of Feedforward Networks for Large Language Models
2025
Spatial and channel level feature redundancy reduction for differentiable neural architecture search
Neurocomputing·2025· 4 cited
Classifying the freshness of large yellow croaker (Larimichthys crocea) at 12- and 24-hour intervals using computer vision technique and convolutional neural network
Smart Agricultural Technology·2025· 5 citedOpen Access
ASM: Adaptive Subgraph Matching via Efficient Compression and Label Filter
Communications in computer and information science·2025
Puppet-CNN: Input-Adaptive Convolutional Neural Networks with Model Compression using Ordinary Differential Equation
arXiv (Cornell University)·2024Open Access
YOLOv7-P: a lighter and more effective UAV aerial photography object detection algorithm
Signal Image and Video Processing·2024· 6 cited
Corrigendum to “Incorporation of source contributions to improve the accuracy of soil heavy metal mapping using small sample sizes at a county scale” (Pedosphere. 34(1): 170–180, 2024)
Pedosphere·2024
GD-PAN: a multiscale fusion architecture applied to object detection in UAV aerial images
Multimedia Systems·2024· 20 cited
LKPNR: Large Language Models and Knowledge Graph for Personalized News Recommendation Framework
Computers, materials & continua/Computers, materials & continua (Print)·2024· 5 citedOpen Access
YOLO-ERF: lightweight object detector for UAV aerial images
Multimedia Systems·2023· 26 cited
Reinforcement Learning for Input Constrained Sub-optimal Tracking Control in Discrete-time Two-time-scale Systems
International Journal of Control Automation and Systems·2023· 3 cited
Scaling Novel Object Detection with Weakly Supervised Detection Transformers
2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)·2023· 13 cited
On the Benefits of Learning to Route in Mixture-of-Experts Models
2023· 8 citedOpen Access
Curriculum-NAS: Curriculum Weight-Sharing Neural Architecture Search
Proceedings of the 30th ACM International Conference on Multimedia·2022· 10 citedOpen Access
OIAE: Overall Improved Autoencoder with Powerful Image Reconstruction and Discriminative Feature Extraction
Cognitive Computation·2022· 2 cited
DETReg: Unsupervised Pretraining with Region Priors for Object Detection
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)·2022· 129 cited
DNN Diagnosis and Cure Based on Aggregated Concentration Ratio and Residual Connection
2022
Rapid Recognizing the Producing Area of a Tobacco Leaf Using Near-Infrared Technology and a Multi-Layer Extreme Learning Machine Algorithm
Journal of the Brazilian Chemical Society·2021· 7 citedOpen Access
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Frequent Co-authors

Trevor Darrell(4), Quanshi Zhang(4), Ying Wu(4), Song‐Chun Zhu(4), Fisher Yu(3), Ning He(3), Fengxi Sun(3), Haofeng Chen(2), Wenqi Xian(2), Yingying Chen(2), Fangchen Liu(2), Vashisht Madhavan(2), Hesham Mostafa(2), Huilin Zhou(2), Ruiming Cao(2), Feng Shi(2), Quanyu Liao(2), Yuezun Li(2), Bin Kong(2), Bin Zhu(2)