MW
Min Wu
cs.LGcs.AIcs.CVeess.SPNeural Networks, ComputerbioinformaticsComputational BiologyNeoplasmsstat.MLAlzheimer Disease
On Valency
published · living versionsW_xyhe3a7w·v1 · currentpublished
From Retrieval to Recognition:Knowledge-Enhanced Post-training of Time Series Foundation Models for Classification
with Zhen Liu, Yucheng Wang, Yingpeng Du, Tianjun Wei +3
1 version
Preprints & journals
199 papers in the corpus · 2009–2026Gaussian Adaptive Patching Powered Fully-Connected Spatial-Temporal Graph for Multivariate Time-Series Data.42133520 · Wang, Yucheng, Wu, Min, Xu, Yuecong et al.2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(10):11916-11933
Bridging Distribution Gaps in Time Series Foundation Model Pretraining With Prototype-Guided Normalization.41950146 · Gong, Peiliang, Eldele, Emadeldeen, Wu, Min et al.2026 · 2 citationsIEEE transactions on neural networks and learning systems. 2026;37(9):4770-4784
ComBodied Agents: a New Paradigm of Human-Centric Agentic AI2608.10915v2 · Qianggang Ding, Xingyao Wang, Rui Feng et al.2026 · 0 citationsarXiv
Multi-Source Dynamic Graph Learning for Compound-Flood Forecasting in Managed Coastal Systems2608.01775v1 · Liangjun You, Min Wu, Orlando Woods et al.2026 · 0 citationsarXiv
Structure-agnostic protein-ligand binding affinity prediction via hierarchical representation alignment.42573520 · Hu, Xiaowen, Huang, Hongyi, Sun, Hao et al.2026 · 0 citationsBioinformatics (Oxford, England). 2026;42(8)
Temporal Source Recovery for Time-Series Source-Free Unsupervised Domain Adaptation.41945833 · Wang, Yucheng, Gong, Peiliang, Wu, Min et al.2026 · 2 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(8):9589-9605
Neuroscience-Inspired Hierarchical GNN for Grasping Attempt Classification.42455723 · Lin, Xiaohao, Wang, Yucheng, Ding, Yi et al.2026 · 0 citationsIEEE journal of biomedical and health informatics. 2026;PP
Biologically Informed Deep Neural Networks for Multi-Omic Integration, Pathway Activity Inference and Risk Stratification in Cancer2607.05306v1 · Pedro Henrique da Costa Avelar, Le Ou-Yang, Min Wu et al.2026 · 0 citationsarXiv
Connectivity Estimation using Stochastic Graph Heat Modelling2606.29098v1 · Stephan Goerttler, Min Wu, Fei He2026 · 0 citationsarXiv
PrismFlow: Residual Dynamics for Flow Matching in Time-Series Generation2605.28867v1 · Junru Zhang, Lang Feng, Jinbo Wang et al.2026 · 0 citationsarXiv
SDFlow: Similarity-Driven Flow Matching for Time Series Generation2605.05736v3 · Wei Li, Shibo Feng, Pengcheng Wu et al.2026 · 0 citationsarXiv
CERSA: Cumulative Energy-Retaining Subspace Adaptation for Memory-Efficient Fine-Tuning2605.08174v1 · Jingze Ge, Xue Geng, Yun Liu et al.2026 · 0 citationsarXiv
Compress Then Adapt? No, Do It Together via Task-aware Union of Subspaces2605.02829v1 · Jingze Ge, Yun Liu, Xue Geng et al.2026 · 0 citationsarXiv
SCONE: a subset-contrastive method for multi-omics network embedding.42585574 · da Costa Avelar, Pedro Henrique, Cardoso-Silva, Jonathan, Wu, Min et al.2026 · 0 citationsBriefings in bioinformatics. 2026;27(4)
DeepLMI: deep feature mining with a globally enhanced graph convolutional network for robust lncRNA-miRNA interaction prediction.41886347 · Huang, Zhijian, Chen, Kai, Wang, Xianshu et al.2026 · 0 citationsBioinformatics (Oxford, England). 2026;42(4)
Toward Accurate Procedure Planning in Instructional Videos: Visual State Generation Helps Task-Selective Diffusion.41364568 · Fang, Fen, Yang, Muli, Wu, Min et al.2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(4):4033-4050
Evidential Domain Adaptation for Remaining Useful Life Prediction with Incomplete Degradation2603.15687v1 · Yubo Hou, Mohamed Ragab, Yucheng Wang et al.2026 · 22 citationsIEEE Transactions on Instrumentation and Measurement (2025) IEEE Transactions on Instrumentation and Measurement IEEE Transactions on Instrumentation and Measurement IEEE Transactions on Instrumentation and Measurement
Time Series Domain Adaptation Via Latent Invariant Causal Mechanism.41370151 · Cai, Ruichu, Huang, Junxian, Yang, Zhenhui et al.2025 · 2 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;PP
A Unified Shape-Aware Foundation Model for Time Series Classification2601.06429v1 · Zhen Liu, Yucheng Wang, Boyuan Li et al.2026 · 2 citationsarXiv
Multimodal Fusion of Behavioral and Physiological Signals for Enhanced Emotion Recognition via Feature Decoupling and Knowledge Transfer.40788806 · Gao, Hongxiang, Cai, Zhipeng, Wang, Xingyao et al.2026 · 6 citationsIEEE journal of biomedical and health informatics. 2026;30(1):208-218
LB-PTQ: Effective Low-Bit Post-Training Quantization for Vision Transformers.42024932 · Wang, Zhe, Xu, Kaixin, Geng, Xue et al.2026 · 0 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2026;35:4613-4628
Target-specific Adaptation and Consistent Degradation Alignment for Cross-Domain Remaining Useful Life Prediction2512.02610v1 · Yubo Hou, Mohamed Ragab, Min Wu et al.2025 · 5 citationsIEEE Transactions on Automation Science and Engineering 2025
Hierarchical Structure-Property Alignment for Data-Efficient Molecular Generation and Editing2511.08080v1 · Ziyu Fan, Zhijian Huang, Yahan Li et al.2025 · 1 citationarXiv
MTSNet: Convolution-Based Transformer Network With Multi-Scale Temporal-Spectral Feature Fusion for SSVEP Signal Decoding.40408213 · Lan, Zhen, Li, Zixing, Yan, Chao et al.2025 · 6 citationsIEEE journal of biomedical and health informatics. 2025;29(11):8034-8047
Temporal and Heterogeneous Graph Neural Network for Remaining Useful Life Prediction.40748812 · Wen, Zhihao, Fang, Yuan, Wei, Pengcheng et al.2025 · 34 citationsIEEE transactions on neural networks and learning systems. 2025;36(11):19748-19761
Knowledge-Guided Gene Panel Selection for Label-Free Single-Cell RNA-Seq Data: A Reinforcement Learning Perspective.40953430 · Xiao, Meng, Zhang, Weiliang, Huang, Xiaohan et al.2025 · 3 citationsIEEE transactions on computational biology and bioinformatics. 2025;22(6):3041-3054
A Comprehensive Survey on World Models for Embodied AI2510.16732v3 · Xinqing Li, Xin He, Le Zhang et al.2025 · 0 citationsarXiv
Unified Molecule Pre-training with Flexible 2D and 3D Modalities: Single and Paired Modality Integration2510.07035v1 · Tengwei Song, Min Wu, Yuan Fang2025 · 0 citationsarXiv
Deep Domain Adaptation for Turbofan Engine Remaining Useful Life Prediction: Methodologies, Evaluation and Future Trends2510.03604v1 · Yucheng Wang, Mohamed Ragab, Yubo Hou et al.2025 · 1 citationarXiv
Efficient Distortion-Minimized Layerwise Pruning.40622829 · Xu, Kaixin, Wang, Zhe, Huang, Runtao et al.2025 · 1 citationIEEE transactions on pattern analysis and machine intelligence. 2025;47(10):9298-9315
Entropy Guided Dynamic Patch Segmentation for Time Series Transformers2509.26157v2 · Sachith Abeywickrama, Emadeldeen Eldele, Min Wu et al.2025 · 0 citationsarXiv
DeepExpDR: Drug Response Prediction through Molecular Topological Grouping and Substructure-Aware Expert.40984005 · Zhang, Yuanpeng, Huang, Zhijian, Qian, Yurong et al.2025 · 4 citationsJournal of chemical information and modeling. 2025;65(19):10727-10735
CircGO: Predicting circRNA Functions Through Self-Supervised Learning of Heterogeneous Networks.40811256 · Huang, Zhijian, Zheng, Rongtao, Shen, Siyuan et al.2025 · 2 citationsIEEE transactions on computational biology and bioinformatics. 2025;22(5):1991-2000
MVRBind: multi-view learning for RNA-small molecule binding site prediction.40977268 · Chen, Song, Huang, Zhijian, Wang, Yucheng et al.2025 · 11 citationsBriefings in bioinformatics. 2025;26(5)
Adapting LLMs to Time Series Forecasting via Temporal Heterogeneity Modeling and Representation Alignment2508.07195v2 · Yanru Sun, Emadeldeen Eldele, Zongxia Xie et al.2025 · 0 citationsarXiv
Soft graph clustering for single-cell RNA sequencing data.40713495 · Xu, Ping, Wang, Pengfei, Ning, Zhiyuan et al.2025 · 4 citationsBMC bioinformatics. 2025;26(1):195
ACCNet: Adaptive cross-frequency coupling graph attention for EEG emotion recognition.40674792 · Tian, Dongyuan, Wang, Yucheng, Gong, Peiliang et al.2025 · 8 citationsNeural networks : the official journal of the International Neural Network Society. 2025;191:107853
A Virtual-Label-Based Hierarchical Domain Adaptation Method for Time-Series Classification.39196734 · Yang, Wenmian, Cheng, Lizhi, Ragab, Mohamed et al.2025 · 5 citationsIEEE transactions on neural networks and learning systems. 2025;36(6):11456-11465
Temporal Restoration and Spatial Rewiring for Source-Free Multivariate Time Series Domain Adaptation2505.21525v1 · Peiliang Gong, Yucheng Wang, Min Wu et al.2025 · 1 citationarXiv
Learning Soft Sparse Shapes for Efficient Time-Series Classification2505.06892v2 · Zhen Liu, Yicheng Luo, Boyuan Li et al.2025 · 0 citationsarXiv
MiT4SL: multi-omics triplet representation learning for cancer cell line-adapted prediction of synthetic lethality10.1101/2025.04.20.649694v1 · Tao, S., Feng, Y., Yang, Y. et al.2025 · 4 citationsbioRxiv
Collaborative Multi-Agent Reinforcement Learning for Automated Feature Transformation with Graph-Driven Path Optimization2504.17355v1 · Xiaohan Huang, Dongjie Wang, Zhiyuan Ning et al.2025 · 0 citationsarXiv
Subset-Contrastive Multi-Omics Network Embedding2504.11321v1 · Pedro Henrique da Costa Avelar, Min Wu, Sophia Tsoka2025 · 0 citationsarXiv
UniFault: A Fault Diagnosis Foundation Model from Bearing Data2504.01373v2 · Emadeldeen Eldele, Mohamed Ragab, Xu Qing et al.2025 · 4 citationsarXiv
From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of Deep Neural Networks.38875092 · Geng, Xue, Wang, Zhe, Chen, Chunyun et al.2026 · 25 citationsIEEE transactions on neural networks and learning systems. 2025;36(4):5837-5857
FastFT: Accelerating Reinforced Feature Transformation via Advanced Exploration Strategies2503.20394v1 · Tianqi He, Xiaohan Huang, Yi Du et al.2025 · 6 citationsarXiv
Interpretable high-order knowledge graph neural network for predicting synthetic lethality in human cancers.40194555 · Chen, Xuexin, Cai, Ruichu, Huang, Zhengting et al.2025 · 9 citationsBriefings in bioinformatics. 2025;26(2)
Predicting PROTAC-targeted Degradation and Designing Androgen Receptor Degraders with AiPROTAC10.1101/2025.02.26.640266v1 · Zhang, L., Sun, R., Li, X. et al.2025 · 3 citationsbioRxiv
A novel interpretability framework for enzyme turnover number prediction boosted by pre-trained enzyme embeddings and adaptive gate network.40021034 · Du, Bing-Xue, Yu, Haoyang, Zhu, Bei et al.2025 · 5 citationsMethods (San Diego, Calif.). 2025;237:45-52
Author Correction: Benchmarking machine learning methods for synthetic lethality prediction in cancer.39948334 · Feng, Yimiao, Long, Yahui, Wang, He et al.2025 · 0 citationsNature communications. 2025;16(1):1619
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