Publications (200)
Nonradiative Multiphonon Model of Deep-Level Transient Spectroscopy: Beyond Henry-Lang Model
Menglin Huang, Shanshan Wang, Junjie Zhou +2
Forecasting open-high-low-close data contained in candlestick chart
Huiwen Wang, Wenyang Huang, Shanshan Wang
Who Wrote This Line? Evaluating the Detection of LLM-Generated Classical Chinese Poetry
Jiang Li, Tian Lan, Shanshan Wang +5
DIGEST: Deeply supervIsed knowledGE tranSfer neTwork learning for brain tumor segmentation with incomplete multi-modal MRI scans
Haoran Li, Cheng Li, Weijian Huang +3
LANTERN: learn analysis transform network for dynamic magnetic resonance imaging with small dataset
Shanshan Wang, Yanxia Chen, Taohui Xiao +3
Robustifying Conditional Portfolio Decisions via Optimal Transport
Viet Anh Nguyen, Fan Zhang, Shanshan Wang +3
Paying More Attention to Self-attention: Improving Pre-trained Language Models via Attention Guiding
Shanshan Wang, Zhumin Chen, Zhaochun Ren +3
Robust optimal reconciliation for hierarchical time series forecasting with M-estimation
Zhichao Wang, Shanshan Wang, Wei Cao +1
Expert Knowledge-guided Geometric Representation Learning for Magnetic Resonance Imaging-based Glioma Grading
Yeqi Wang, Longfei Li, Cheng Li +4
FOUND: Fourier-based von Mises Distribution for Robust Single Domain Generalization in Object Detection
Mengzhu Wang, Changyuan Deng, Shanshan Wang +3
Bounding boxes for weakly supervised segmentation: Global constraints get close to full supervision
Hoel Kervadec, Jose Dolz, Shanshan Wang +2
AUNet: Attention-guided dense-upsampling networks for breast mass segmentation in whole mammograms
Hui Sun, Cheng Li, Boqiang Liu +3
Electroluminescence of NV Color Centers in Diamond p-i-n Diodes mediated by Charge-state Dynamics
Ruirong Bai, Menglin Huang, Shanshan Wang +2
Enhancing the vision-language foundation model with key semantic knowledge-emphasized report refinement
Weijian Huang, Cheng Li, Hao Yang +4
MLIP: Medical Language-Image Pre-training with Masked Local Representation Learning
Jiarun Liu, Hong-Yu Zhou, Cheng Li +4
Any to Full: Prompting Depth Anything for Depth Completion in One Stage
Zhiyuan Zhou, Ruofeng Liu, Taichi Liu +4
Carrier Emission and Capture Competition mediated A(n)BC Recombination Model in Semiconductors with Multi-Level Defects
Shanshan Wang, Menglin Huang, Su-Huai Wei +2
Deep learning for fast MR imaging: a review for learning reconstruction from incomplete k-space data
Shanshan Wang, Taohui Xiao, Qiegen Liu +1
Spatiotemporal statistical features of velocity responses to traffic congestions in a local motorway network
Shanshan Wang, Michael Schreckenberg, Thomas Guhr
CLCI-Net: Cross-Level fusion and Context Inference Networks for Lesion Segmentation of Chronic Stroke
Hao Yang, Weijian Huang, Kehan Qi +5
Physics-Guided Diffusion Transformer with Spherical Harmonic Posterior Sampling for High-Fidelity Angular Super-Resolution in Diffusion MRI
Mu Nan, Taohui Xiao, Ruoyou Wu +4
StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection
Yanning Hou, Yanran Ruan, Junfa Li +3
Low-Latency Deep Clustering For Speech Separation
Shanshan Wang, Gaurav Naithani, Tuomas Virtanen
Directional antennas improve the link-connectivity of interference limited ad hoc networks
Orestis Georgiou, Shanshan Wang, Mohammud Z. Bocus +2
Phy2-ExposNet: A Physics-Informed Neural Network for EMF Exposure Mapping in Complex Urban Environments
Shuangning Li, Yarui Zhang, Shanshan Wang +1
Generative Artificial Intelligence in Medical Imaging: Foundations, Progress, and Clinical Translation
Xuanru Zhou, Cheng Li, Shuqiang Wang +4
CSR-dMRI: Continuous Super-Resolution of Diffusion MRI with Anatomical Structure-assisted Implicit Neural Representation Learning
Ruoyou Wu, Jian Cheng, Cheng Li +5
Effective Lifetime of Non-Equilibrium Carriers in Semiconductors from Non-Adiabatic Molecular Dynamics Simulations
Shanshan Wang, Menglin Huang, Yu-Ning Wu +6
Rethinking the optimization process for self-supervised model-driven MRI reconstruction
Weijian Huang, Cheng Li, Wenxin Fan +4
Fine-grained visual recognition with salient feature detection
Hui Feng, Shanshan Wang, Shuzhi Sam Ge
Neovascularization Segmentation via a Multilateral Interaction-Enhanced Graph Convolutional Network
Tao Chen, Dan Zhang, Da Chen +7
Trading strategies for stock pairs regarding to the cross-impact cost
Shanshan Wang
Adaptive PromptNet For Auxiliary Glioma Diagnosis without Contrast-Enhanced MRI
Yeqi Wang, Weijian Huang, Cheng Li +3
Self-supervised Graph Learning for Long-tailed Cognitive Diagnosis
Shanshan Wang, Zhen Zeng, Xun Yang +1
Algorithms with improved delay for enumerating connected induced subgraphs of a large cardinality
Shanshan Wang, Chenglong Xiao, Emmanuel Casseau
Inland Waterway Object Detection in Multi-environment: Dataset and Approach
Shanshan Wang, Haixiang Xu, Hui Feng +4
SelfCoLearn: Self-supervised collaborative learning for accelerating dynamic MR imaging
Juan Zou, Cheng Li, Sen Jia +4
AID-DTI: Accelerating High-fidelity Diffusion Tensor Imaging with Detail-Preserving Model-based Deep Learning
Wenxin Fan, Jian Cheng, Cheng Li +6
Homotopic Gradients of Generative Density Priors for MR Image Reconstruction
Cong Quan, Jinjie Zhou, Yuanzheng Zhu +4
Optimized Vessel Segmentation: A Structure-Agnostic Approach with Small Vessel Enhancement and Morphological Correction
Dongning Song, Weijian Huang, Jiarun Liu +3
Adversarial Transfer Learning for Cross-domain Visual Recognition
Shanshan Wang, Lei Zhang, JingRu Fu
Knowledge-driven deep learning for fast MR imaging: undersampled MR image reconstruction from supervised to un-supervised learning
Shanshan Wang, Ruoyou Wu, Sen Jia +4
3D Anatomical Structure-guided Deep Learning for Accurate Diffusion Microstructure Imaging
Xinrui Ma, Jian Cheng, Wenxin Fan +3
A Curated Dataset of Urban Scenes for Audio-Visual Scene Analysis
Shanshan Wang, Annamaria Mesaros, Toni Heittola +1
IFR-Net: Iterative Feature Refinement Network for Compressed Sensing MRI
Yiling Liu, Qiegen Liu, Minghui Zhang +3
How much longer do you have to drive than the crow has to fly?
Shanshan Wang, Henrik M. Bette, Michael Schreckenberg +1
Self-supervised learning of audio representations using angular contrastive loss
Shanshan Wang, Soumya Tripathy, Annamaria Mesaros
Design, synthesis, and physical properties of the intergrowth compound Eu$_2$CuZn$_2$As$_3$
Xiyu Chen, Ziwen Wang, Wuzhang Yang +7
Enhancing Out-of-Distribution Detection with Multitesting-based Layer-wise Feature Fusion
Jiawei Li, Sitong Li, Shanshan Wang +3
Generalizable Learning Reconstruction for Accelerating MR Imaging via Federated Neural Architecture Search
Ruoyou Wu, Cheng Li, Juan Zou +1
Specificity-Preserving Federated Learning for MR Image Reconstruction
Chun-Mei Feng, Yunlu Yan, Shanshan Wang +3
Cross Domain Adaptation by Learning Partially Shared Classifiers and Weighting Source Data Points in the Shared Subspaces
Hongqi Wang, Anfeng Xu, Shanshan Wang +1
Identifying Ising and percolation phase transitions based on KAN method
Dian Xu, Shanshan Wang, Wei Li +3
Grasping asymmetric information in market impacts
Shanshan Wang, Sebastian NeusüÃ, Thomas Guhr
SoberDSE: Sample-Efficient Design Space Exploration via Learning-Based Algorithm Selection
Lei Xu, Shanshan Wang, Chenglong Xiao
Towards Unified Surgical Scene Understanding:Bridging Reasoning and Grounding via MLLMs
Jincai Huang, Shihao Zou, Yuchen Guo +5
Spatial Correlation Analysis of Traffic Flow on Parallel Motorways in Germany
Sebastian Gartzke, Shanshan Wang, Thomas Guhr +1
Variable Augmented Network for Invertible MR Coil Compression
Xianghao Liao, Shanshan Wang, Lanlan Tu +3
One-shot Generative Prior in Hankel-k-space for Parallel Imaging Reconstruction
Hong Peng, Chen Jiang, Jing Cheng +4
MGSA: Multi-Granularity Graph Structure Attention for Knowledge Graph-to-Text Generation
Shanshan Wang, Chun Zhang, Ning Zhang
LESEN: Label-Efficient deep learning for Multi-parametric MRI-based Visual Pathway Segmentation
Alou Diakite, Cheng Li, Lei Xie +3
Diff5T: Benchmarking Human Brain Diffusion MRI with an Extensive 5.0 Tesla K-Space and Spatial Dataset
Shanshan Wang, Shoujun Yu, Jian Cheng +14
Response functions as a new concept to study local dynamics in traffic networks
Shanshan Wang, Michael Schreckenberg, Thomas Guhr
Self-adaptive Re-weighted Adversarial Domain Adaptation
Shanshan Wang, Lei Zhang
Enhancing Representation in Medical Vision-Language Foundation Models via Multi-Scale Information Extraction Techniques
Weijian Huang, Cheng Li, Hong-Yu Zhou +6
Multi-task MR Imaging with Iterative Teacher Forcing and Re-weighted Deep Learning
Kehan Qi, Yu Gong, Xinfeng Liu +3
Backstepping Neural Operators for $2\times 2$ Hyperbolic PDEs
Shanshan Wang, Mamadou Diagne, Miroslav KrstiÄ
MRI Reconstruction Using Deep Energy-Based Model
Yu Guan, Zongjiang Tu, Shanshan Wang +3
Radiomic biomarker extracted from PI-RADS 3 patients support more eìcient and robust prostate cancer diagnosis: a multi-center study
Longfei Li, Rui Yang, Xin Chen +5
Cross-response in correlated financial markets: individual stocks
Shanshan Wang, Rudi Schäfer, Thomas Guhr
Association of Progressive PPFE and Mortality in Lung Cancer Screening Cohorts
Shahab Aslani, Mehran Azimbagirad, Daryl Cheng +16
Correlations in Motion: A Simple Response-Based Analysis of Traffic Flow
Sebastian Gartzke, Shanshan Wang, Thomas Guhr +1
Mining Function Homology of Bot Loaders from Honeypot Logs
Yuhui Zhu, Zhenxiang Chen, Qiben Yan +4
Swin-UMamba: Mamba-based UNet with ImageNet-based pretraining
Jiarun Liu, Hao Yang, Hong-Yu Zhou +8
Dimension reduction of open-high-low-close data in candlestick chart based on pseudo-PCA
Wenyang Huang, Huiwen Wang, Shanshan Wang
What is the Best Way for ChatGPT to Translate Poetry?
Shanshan Wang, Derek F. Wong, Jingming Yao +1
BioVFM-21M: Benchmarking and Scaling Self-Supervised Vision Foundation Models for Biomedical Image Analysis
Jiarun Liu, Hong-Yu Zhou, Weijian Huang +5
Statistical properties of market collective responses
Shanshan Wang, Sebastian NeusüÃ, Thomas Guhr
Quasi-stationary states in temporal correlations for traffic systems: Cologne orbital motorway as an example
Shanshan Wang, Sebastian Gartzke, Michael Schreckenberg +1
Spectrum Shaping via Network Coding in Cognitive Radio Networks
Shanshan Wang, Yalin E. Sagduyu, Junshan Zhang +1
Evaluation of EMF Exposure to Throughput Ratio for Sustainable 5G Networks
Dinh Long Trinh, Shanshan Wang, Joe Wiart
AID-DTI: Accelerating High-fidelity Diffusion Tensor Imaging with Detail-preserving Model-based Deep Learning
Wenxin Fan, Jian Cheng, Cheng Li +4
TransMedSeg: A Transferable Semantic Framework for Semi-Supervised Medical Image Segmentation
Mengzhu Wang, Jiao Li, Shanshan Wang +4
Personalized Forgetting Mechanism with Concept-Driven Knowledge Tracing
Shanshan Wang, Ying Hu, Xun Yang +3
Audio-visual scene classification: analysis of DCASE 2021 Challenge submissions
Shanshan Wang, Toni Heittola, Annamaria Mesaros +1
A Single-species Atomic Comagnetometer Based on 87Rb atoms
Zhiguo Wang, Xiang Peng, Rui Zhang +5
Partial Penalized Likelihood Ratio Test under Sparse Case
Shanshan Wang, Hengjian Cui
Modality Exchange Network for Retinogeniculate Visual Pathway Segmentation
Hua Han, Cheng Li, Lei Xie +3
Spatial Functional Linear Model and its Estimation Method
Tingting Huang, Gilbert Saporta, Huiwen Wang +1
Dual-stream Feature Augmentation for Domain Generalization
Shanshan Wang, ALuSi, Xun Yang +3
Deep neural network Based Low-latency Speech Separation with Asymmetric analysis-Synthesis Window Pair
Shanshan Wang, Gaurav Naithani, Archontis Politis +1
Meta Architecture for Point Cloud Analysis
Haojia Lin, Xiawu Zheng, Lijiang Li +5
Coupling Chirality, Polar Order, and Altermagnetic Spin Splitting in a Hybrid Manganese Chloride
Li Liang, Ding Ning, Mingqiang Gu +2
Identifying percolation phase transitions with unsupervised learning based on largest clusters
Dian Xu, Shanshan Wang, Weibing Deng +3
Self-Supervised Federated Learning for Fast MR Imaging
Juan Zou, Cheng Li, Ruoyou Wu +3
Object Activity Scene Description, Construction and Recognition
Hui Feng, Shanshan Wang, Shuzhi Sam Ge
Enhancing Representation in Radiography-Reports Foundation Model: A Granular Alignment Algorithm Using Masked Contrastive Learning
Weijian Huang, Cheng Li, Hong-Yu Zhou +6
Closing the Confusion Loop: CLIP-Guided Alignment for Source-Free Domain Adaptation
Shanshan Wang, Ziying Feng, Xiaozheng Shen +4
The tricritical point of tricritical directed percolation is determined based on neural network
Feng Gao, Jianmin Shen, Shanshan Wang +2
Auto-resolving the atomic structure at van der Waals interfaces using a generative model
Wenqiang Huang, Yuchen Jin, Zhemin Li +12