2025
ProbDiffFlow: An Efficient Learning-Free Framework for Probabilistic Single-Image Optical Flow Estimation.
CoRR, March, 2025
Pretrained Detail Enhancement Framework for Remote Sensing Object Detection.
IEEE Access, 2025
2024
Adversarial Attack and Defense in Deep Ranking.
IEEE Trans. Pattern Anal. Mach. Intell., August, 2024
Remote Sensing Image Classification Based on Canny Operator Enhanced Edge Features.
Sensors, June, 2024
Application of Multiobjective Optimization Based on Modified SPEA2 Method for Tuning FOPID plus Second-Order Derivative Controller in Hydraulic Turbine Governing System.
J. Electr. Comput. Eng., 2024
Gradient-Guided Parameter Mask for Multi-Scenario Image Restoration Under Adverse Weather.
CoRR, 2024
V2X-Radar: A Multi-modal Dataset with 4D Radar for Cooperative Perception.
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CoRR, 2024
Score-based Neural Ordinary Differential Equations for Computing Mean Field Control Problems.
CoRR, 2024
Deployment Prior Injection for Run-time Calibratable Object Detection.
CoRR, 2024
MixedNUTS: Training-Free Accuracy-Robustness Balance via Nonlinearly Mixed Classifiers.
CoRR, 2024
SMC-YOLO: Surface Defect Detection of PCB Based on Multi-Scale Features and Dual Loss Functions.
IEEE Access, 2024
How does Gradient Descent Learn Features - A Local Analysis for Regularized Two-Layer Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
On Trace of PGD-Like Adversarial Attacks.
Proceedings of the Pattern Recognition - 27th International Conference, 2024
Predicting the Cell-level PD-L1 Expression Status from H&E-stained Histopathological Slide.
Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024
2023
Adaptive Ladder Loss for Learning Coherent Visual-Semantic Embedding.
IEEE Trans. Multim., 2023
Single Timescale Actor-Critic Method to Solve the Linear Quadratic Regulator with Convergence Guarantees.
J. Mach. Learn. Res., 2023
A neural network warm-start approach for the inverse acoustic obstacle scattering problem.
J. Comput. Phys., 2023
Securing Deep Generative Models with Universal Adversarial Signature.
CoRR, 2023
T1: Scaling Diffusion Probabilistic Fields to High-Resolution on Unified Visual Modalities.
CoRR, 2023
A Policy Gradient Framework for Stochastic Optimal Control Problems with Global Convergence Guarantee.
CoRR, 2023
Segment Membranes and Nuclei from Histopathological Images via Nuclei Point-Level Supervision.
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Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Implicit Regularization Leads to Benign Overfitting for Sparse Linear Regression.
Proceedings of the International Conference on Machine Learning, 2023
Depth Separation with Multilayer Mean-Field Networks.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Understanding The Robustness of Self-supervised Learning Through Topic Modeling.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Plateau in Monotonic Linear Interpolation - A "Biased" View of Loss Landscape for Deep Networks.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Understanding Edge-of-Stability Training Dynamics with a Minimalist Example.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Robust Fir Filters for Wireless Low-Frequency Sound Zones.
Proceedings of the IEEE International Conference on Acoustics, 2023
Multiple Description Audio Coding for Wireless Low-Frequency Sound Zones.
Proceedings of the Data Compression Conference, 2023
Multi-sensor Fusion for Autonomous Driving
Springer, ISBN: 978-981-99-3279-5, 2023
2022
Early firm engagement, government research funding, and the privatization of public knowledge.
Scientometrics, 2022
One Objective for All Models - Self-supervised Learning for Topic Models.
CoRR, 2022
Single Time-scale Actor-critic Method to Solve the Linear Quadratic Regulator with Convergence Guarantees.
CoRR, 2022
PoiEvent: An approach to extract the persistent and destructive routing events.
Comput. Networks, 2022
Resource-Adaptive Federated Learning with All-In-One Neural Composition.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Enhancing Adversarial Robustness for Deep Metric Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Image Restoration of an Object Viewed Through a Polycapillary X-Ray Lens with Square Channels Using the Concept of a Space-Variant Point-Spread Function.
Proceedings of CECNet 2022, 2022
2021
Actor-Critic Method for High Dimensional Static Hamilton-Jacobi-Bellman Partial Differential Equations based on Neural Networks.
SIAM J. Sci. Comput., 2021
A Near Standard Soil Samples Spectra Enhanced Modeling Strategy for Cd Concentration Prediction.
Remote. Sens., 2021
Change detection with various combinations of fluid pyramid integration networks.
Neurocomputing, 2021
Change detection with cross enhancement of high- and low-level change-related features.
IET Image Process., 2021
Understanding Deflation Process in Over-parametrized Tensor Decomposition.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Practical Relative Order Attack in Deep Ranking.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
SGCN: Sparse Graph Convolution Network for Pedestrian Trajectory Prediction.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
A Local Convergence Theory for Mildly Over-Parameterized Two-Layer Neural Network.
Proceedings of the Conference on Learning Theory, 2021
Revitalizing Traditional Villages Through Adaptive Design Strategies: Selected Case Studies of Chinese and French Traditional Villages.
Proceedings of the Advances in Human Factors in Architecture, Sustainable Urban Planning and Infrastructure, 2021
The Impact of Building Information Modeling Design System on Traditional Urban Design Methods.
Proceedings of the Advances in Human Factors in Architecture, Sustainable Urban Planning and Infrastructure, 2021
The Comprehensive Analysis of Micro-climate Adaptability and Design Mechanism Based on Traditional Villages in Northern China.
Proceedings of the Advances in Human Factors in Architecture, Sustainable Urban Planning and Infrastructure, 2021
Application of Geo-Urban Centric Technology in Diagnostics of Urbanization Processes.
Proceedings of the Advances in Human Factors in Architecture, Sustainable Urban Planning and Infrastructure, 2021
Transport Accessibility as a Factor of Spatial Development on the Example of the Poznan Metropolitan Area, Poland.
Proceedings of the Advances in Human Factors in Architecture, Sustainable Urban Planning and Infrastructure, 2021
Future City Lab. An Analytical Tool for Predicting Urban Development Trends.
Proceedings of the Advances in Human Factors in Architecture, Sustainable Urban Planning and Infrastructure, 2021
2020
A scene comprehensive safety evaluation method based on binocular camera.
Robotics Auton. Syst., 2020
Solving high-dimensional eigenvalue problems using deep neural networks: A diffusion Monte Carlo like approach.
J. Comput. Phys., 2020
Change detection with absolute difference of multiscale deep features.
Neurocomputing, 2020
An Enhanced Well-Changed GGNMOS for 3.3-V ESD Protection in 0.13-µm SOI Process.
IEICE Trans. Electron., 2020
A Cognitively Inspired System Architecture for the Mengshi Cognitive Vehicle.
Cogn. Comput., 2020
W-Band Synthesized Modulator and Demodulator with Wideband Performance in 65-nm CMOS.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020
Adversarial Ranking Attack and Defense.
Proceedings of the Computer Vision - ECCV 2020, 2020
The Study on Adaptation of Vernacular Architecture in Modern Rural Architecture Design During the Process of Rural Revitalization.
Proceedings of the Advances in Human Factors in Architecture, Sustainable Urban Planning and Infrastructure, 2020
Application of BIM Simulation and Visualization in Landscape Architecture Design.
Proceedings of the Advances in Human Factors in Architecture, Sustainable Urban Planning and Infrastructure, 2020
Ladder Loss for Coherent Visual-Semantic Embedding.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Holographic Ensemble Forecasting Method for Short-Term Power Load.
IEEE Trans. Smart Grid, 2019
Applying machine learning to predict future adherence to physical activity programs.
BMC Medical Informatics Decis. Mak., 2019
Radar and vision fusion for the real-time obstacle detection and identification.
Ind. Robot, 2019
Using telephone call rates and nurse-to-patient ratios as measures of resilient performance under high patient flow conditions.
Cogn. Technol. Work., 2019
Towards Understanding the Importance of Noise in Training Neural Networks.
CoRR, 2019
Bayesian Optimization for Multimodal Heterogeneous Network Orchestration via Hybrid Probability Process.
IEEE Access, 2019
Towards Understanding the Importance of Shortcut Connections in Residual Networks.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
The Architecture of the Intended Safety System for Intelligent Driving.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019
Toward Understanding the Importance of Noise in Training Neural Networks.
Proceedings of the 36th International Conference on Machine Learning, 2019
Personalized QoS Improvement in User-Centered Heterogeneous V2X Communication Networks.
Proceedings of the Communications and Networking, 2019
The Application of BIM in the "China Beautiful Rural" Design Project-Yangyou Village River Ecological Landscape Reconstruction Design Project.
Proceedings of the Advances in Human Factors in Architecture, Sustainable Urban Planning and Infrastructure, 2019
Smart Eco-Villages and Tourism Development Based on Rural Revitalization with Comparison Chinese and Polish Traditional Villages Experiences.
Proceedings of the Advances in Human Factors in Architecture, Sustainable Urban Planning and Infrastructure, 2019
Management Balance Between Nature and Rural Settlements in China.
Proceedings of the Advances in Human Factors in Architecture, Sustainable Urban Planning and Infrastructure, 2019
Users Preferences in Land Use and Architecture of Rural Areas.
Proceedings of the Advances in Human Factors in Architecture, Sustainable Urban Planning and Infrastructure, 2019
Smart Village as a Model of Sustainable Development. Case Study of Wielkopolska Region in Poland.
Proceedings of the Advances in Human Factors in Architecture, Sustainable Urban Planning and Infrastructure, 2019
2018
Personalizing Mobile Fitness Apps using Reinforcement Learning.
Proceedings of the Joint Proceedings of the ACM IUI 2018 Workshops co-located with the 23rd ACM Conference on Intelligent User Interfaces (ACM IUI 2018), 2018
Misclassification Cost-Sensitive Software Defect Prediction.
Proceedings of the 2018 IEEE International Conference on Information Reuse and Integration, 2018
DHA: Lidar and Vision data Fusion-based On Road Object Classifier.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Object Detection Based on Hierarchical Multi-view Proposal Network for Autonomous Driving.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
2017
M-CAFE 2.0: A Scalable Platform with Comparative Plots and Topic Tagging for Ongoing Course Feedback.
Proceedings of the 18th Annual Conference on Information Technology Education and the 6th Annual Conference on Research in Information Technology, 2017
Hierarchical Multimodal LSTM for Dense Visual-Semantic Embedding.
Proceedings of the IEEE International Conference on Computer Vision, 2017
Analysis of the Transformation of Industrial Parks in Chinese Urban Planning to Eco-Chinese Parks and How They Are Performing - A Case Study.
Proceedings of the Advances in Human Factors, Sustainable Urban Planning and Infrastructure, 2017
The Case Study of BIM in Urban Planning and Design.
Proceedings of the Advances in Human Factors, Sustainable Urban Planning and Infrastructure, 2017
2016
Ordinal Regression with Multiple Output CNN for Age Estimation.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
2015
Analyzing the service availability of mobile cloud computing systems by fluid-flow approximation.
Frontiers Inf. Technol. Electron. Eng., 2015
Automated Axon Segmentation from Highly Noisy Microscopic Videos.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015
M-CAFE 1.0: Motivating and Prioritizing Ongoing Student Feedback During MOOCs and Large on-Campus Courses using Collaborative Filtering.
Proceedings of the 16th Annual Conference on Information Technology Education, 2015
M-CAFE: Managing MOOC Student Feedback with Collaborative Filtering.
Proceedings of the Second ACM Conference on Learning @ Scale, 2015
DevCAFE 1.0: A participatory platform for assessing development initiatives in the field.
Proceedings of the 2015 IEEE Global Humanitarian Technology Conference, 2015
2014
Vehicle Retrieval and Trajectory Inference in Urban Traffic Surveillance Scene.
Proceedings of the International Conference on Distributed Smart Cameras, 2014
A Heuristic Method of Attack Graph Analysis for Network Security Hardening.
Proceedings of the 2014 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2014
2012
Revisiting why Kad lookup fails.
Proceedings of the 12th IEEE International Conference on Peer-to-Peer Computing, 2012
Improving Resource Utilization in MapReduce.
Proceedings of the 2012 IEEE International Conference on Cluster Computing, 2012
Investigation of Data Locality in MapReduce.
Proceedings of the 12th IEEE/ACM International Symposium on Cluster, 2012
2011
A Study of RDB-Based RDF Data Management Techniques.
Proceedings of the Web-Age Information Management - 12th International Conference, 2011
Overlay networks measurement for resource indexing under different routing scheme.
Proceedings of the 16th IEEE Symposium on Computers and Communications, 2011
Automatic Task Re-organization in MapReduce.
Proceedings of the 2011 IEEE International Conference on Cluster Computing (CLUSTER), 2011
Conkar: constraint keyword-based association discovery.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
Efficient association discovery with keyword-based constraints on large graph data.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
2010
An implementation and optimization for scalable DHT crawler.
Sci. China Inf. Sci., 2010
XML-Based RDF Data Management for Efficient Query Processing.
Proceedings of the 13th International Workshop on the Web and Databases 2010, 2010
2007
A Measurement Study of the Structured Overlay Network in P2P File-Sharing Systems.
Adv. Multim., 2007
2006
A Measurement Study of the Structured Overlay Network in P2P File-Sharing Applications.
Proceedings of the Eigth IEEE International Symposium on Multimedia (ISM 2006), 2006