SZ
Shuigeng Zhou
cs.CVcond-mat.stat-mechcs.AIcs.LGAlgorithmsphysics.soc-phcs.IRArtificial IntelligenceComputational Biologycs.CL
On Valency
published · living versionsW_cm26k9vk·v1 · currentpublished
From Local Recovery to Unified Generation: Discovering Triple Set in Knowledge Graphs via Observation-Anchored Latent Diffusion
with Jiaqi Wang, Yisen Gao, Huayang Shi, Junhao Hou +5
1 version
Preprints & journals
222 papers in the corpus · 2004–2026Graph Masked Autoencoder With Multi-Head Latent Attention Mechanism for Gene Regulatory Link Prediction.42776880 · Cao, Zhiwei, Wang, Xupeng, Li, Wenhao et al.2026 · 0 citationsIEEE journal of biomedical and health informatics. 2026;PP
Adaptive Item-based Collaborative Structures via Noise Rescheduling in Diffusion for Generative Recommendation2608.23400v1 · Jiaqi Wang, Tianying Liu, Heng Chang et al.2026 · 0 citationsarXiv
NeRF-MIR: Toward High-Quality Restoration of Masked Images With Neural Radiance Fields.41570101 · Huang, Xianliang, Zhong, Zhizhou, Chen, Shuhang et al.2026 · 0 citationsIEEE transactions on neural networks and learning systems. 2026;37(8):3589-3603
Caliper: Probing Lexical Anchors versus Causal Structure in LLMs2606.04915v1 · Zhenyu Yu, Shuigeng Zhou2026 · 0 citationsarXiv
Ghost: Plausible Yet Unlearnable Trajectories via On-Manifold Substitution for Next-POI Privacy2606.03711v1 · Zhenyu Yu, Jihong Guan, Shuigeng Zhou2026 · 0 citationsarXiv
MARS: Multi-rate Aggregation of Recency Signals for Sequential Recommendation across Sparse and Dense Regimes2606.03718v2 · Zhenyu Yu, Shuigeng Zhou2026 · 0 citationsarXiv
When Does Latent Reasoning Help? MeRa: Metric-Space Bias for Spatial Prediction2606.03727v2 · Zhenyu Yu, Shuigeng Zhou2026 · 0 citationsarXiv
FlowTime: Towards Continuous Generative Watch Time Prediction via Flow-based Personalized Priors2606.01352v1 · Hongxu Ma, Han Zhou, Chenghou Jin et al.2026 · 1 citationarXiv
DiffoR: A Unified Continuous Generative Framework for Universal Ordinal Regression2606.07599v1 · Hongxu Ma, Lin Wang, Chenghou Jin et al.2026 · 0 citationsarXiv
ABRefine: An Accurate Antibody Structure Refinement Method by Equivariant Graph Transformer with Rigid Body Constraint.42152751 · Wang, Jinxian, Zhang, Ziqiao, Jing, Xiaoyang et al.2026 · 0 citationsJournal of medicinal chemistry. 2026;69(11):12925-12940
Automated deep learning by recurrent hyperparameter optimization.42082472 · Cheng, Zhanzhan, Cheng, Yuyi, Zhang, Chenbo et al.2026 · 2 citationsNature communications. 2026;17(1)
Causal discovery by continuous optimization with weighted superstructure.42000618 · Chen, Mingjie, Xia, Yewei, Zhang, Hao et al.2026 · 0 citationsNeural networks : the official journal of the International Neural Network Society. 2026;201:108974
Energy-Guided Denoising Contrastive Learning for Molecular Property Prediction.41913637 · Wang, Jinxian, Guan, Jihong, Zhou, Shuigeng2026 · 0 citationsJournal of chemical information and modeling. 2026;66(7):4245-4256
CaST-POI: Candidate-Conditioned Spatiotemporal Modeling for Next POI Recommendation2604.20845v2 · Zhenyu Yu, Chunlei Meng, Yangchen Zeng et al.2026 · 1 citationarXiv
ADS-POI: Agentic Spatiotemporal State Decomposition for Next Point-of-Interest Recommendation2604.20846v1 · Zhenyu Yu, Chunlei Meng, Yangchen Zeng et al.2026 · 1 citationarXiv
Anti-inflammatory and antibacterial hydrogel of chitosan-dimethyl itaconate conjugate.41663016 · Li, Yi, Tu, Tian, Zhou, Shasha et al.2026 · 2 citationsInternational journal of biological macromolecules. 2026;348:150814
BioBridge: Bridging Proteins and Language for Enhanced Biological Reasoning with LLMs2602.17680v1 · Yujia Wang, Jihong Guan, Wengen Li et al.2026 · 2 citationsarXiv
IDDR-NGP: Incorporating Detectors for Distractor Removal with Instant Neural Radiance Field2601.11030v1 · Xianliang Huang, Jiajie Gou, Shuhang Chen et al.2026 · 3 citationsProceedings of the 31st ACM International Conference on Multimedia. 2023: 1343-1351
Development and application of an artificial intelligence-assisted endoscopic system for automatic and accurate diagnosis of colorectal ulcers.41331579 · Yu, Zhihang, Liu, Xinyuan, Yu, Xinkun et al.2025 · 1 citationInternational journal of colorectal disease. 2025;40(1):242
OKG-LLM: Aligning Ocean Knowledge Graph with Observation Data via LLMs for Global Sea Surface Temperature Prediction2508.00933v1 · Hanchen Yang, Jiaqi Wang, Jiannong Cao et al.2025 · 3 citationsarXiv
Fine-Grained Zero-Shot Object Detection2507.10358v1 · Hongxu Ma, Chenbo Zhang, Lu Zhang et al.2025 · 4 citationsarXiv
Mixture-of-Experts Can Surpass Dense LLMs Under Strictly Equal Resource2506.12119v2 · Houyi Li, Ka Man Lo, Shijie Xuyang et al.2025 · 2 citationsarXiv
Predictable Scale: Part II, Farseer: A Refined Scaling Law in Large Language Models2506.10972v3 · Houyi Li, Wenzhen Zheng, Qiufeng Wang et al.2025 · 0 citationsarXiv
Score-based Generative Modeling for Conditional Independence Testing2505.23309v1 · Yixin Ren, Chenghou Jin, Yewei Xia et al.2025 · 0 citationsarXiv
Effective and Explainable Molecular Property Prediction by Chain-of-Thought Enabled Large Language Models and Multi-Modal Molecular Information Fusion.40392109 · Jin, Chang, Guo, Siyuan, Zhou, Shuigeng et al.2025 · 14 citationsJournal of chemical information and modeling. 2025;65(11):5438-5455
Imagination-Limited Q-Learning for Offline Reinforcement Learning2505.12211v1 · Wenhui Liu, Zhijian Wu, Jingchao Wang et al.2025 · 0 citationsarXiv
Is Compression Really Linear with Code Intelligence?2505.11441v5 · Shijie Xuyang, Xianzhen Luo, Zheng Chu et al.2025 · 0 citationsarXiv
Boosting semi-supervised federated learning by effectively exploiting server-side knowledge and client-side unconfident samples.40222153 · Liu, Hongquan, Mi, Yuxi, Tang, Yateng et al.2025 · 2 citationsNeural networks : the official journal of the International Neural Network Society. 2025;188:107440
Data Synthesis with Diverse Styles for Face Recognition via 3DMM-Guided Diffusion2504.00430v1 · Yuxi Mi, Zhizhou Zhong, Yuge Huang et al.2025 · 5 citationsarXiv
M3-20M: A large-scale multi-modal molecule dataset for AI-driven drug design and discovery.40494666 · Guo, Siyuan, Wang, Lexuan, Jin, Chang et al.2025 · 5 citationsJournal of bioinformatics and computational biology. 2025;23(2):2550006
Effective Cloud Removal for Remote Sensing Images by an Improved Mean-Reverting Denoising Model with Elucidated Design Space2503.23717v1 · Yi Liu, Wengen Li, Jihong Guan et al.2025 · 22 citationsarXiv
Predictable Scale: Part I, Step Law -- Optimal Hyperparameter Scaling Law in Large Language Model Pretraining2503.04715v7 · Houyi Li, Wenzhen Zheng, Qiufeng Wang et al.2025 · 1 citationarXiv
UIFace: Unleashing Inherent Model Capabilities to Enhance Intra-Class Diversity in Synthetic Face Recognition2502.19803v1 · Xiao Lin, Yuge Huang, Jianqing Xu et al.2025 · 0 citationsarXiv
Generative Regression Based Watch Time Prediction for Short-Video Recommendation2412.20211v3 · Hongxu Ma, Kai Tian, Tao Zhang et al.2024 · 0 citationsarXiv
Multi-matrix Factorization Attention2412.19255v2 · Jingcheng Hu, Houyi Li, Yinmin Zhang et al.2024 · 1 citationarXiv
Fast Causal Discovery by Approximate Kernel-based Generalized Score Functions with Linear Computational Complexity2412.17717v2 · Yixin Ren, Haocheng Zhang, Yewei Xia et al.2024 · 1 citation2025. Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1. Association for Computing Machinery, New York, NY, USA
Second FRCSyn-onGoing: Winning Solutions and Post-Challenge Analysis to Improve Face Recognition with Synthetic Data2412.01383v2 · Ivan DeAndres-Tame, Ruben Tolosana, Pietro Melzi et al.2024 · 17 citationsarXiv
Towards Effective Causal Partitioning by Edge Cutting of Adjoint Graph.39078760 · Zhang, Hao, Ren, Yixin, Xia, Yewei et al.2024 · 30 citationsIEEE transactions on pattern analysis and machine intelligence. 2024;46(12):10259-10271
Hybrid Causal Feature Selection for Cancer Biomarker Identification From RNA-Seq Data.38809725 · Xu, Wenwei, Zhang, Hao, Xia, Yewei et al.2025 · 6 citationsIEEE/ACM transactions on computational biology and bioinformatics. 2024;21(6):1645-1655
Diffusing on Two Levels and Optimizing for Multiple Properties: A Novel Approach to Generating Molecules With Desirable Properties.39058606 · Guo, Siyuan, Guan, Jihong, Zhou, Shuigeng2025 · 11 citationsIEEE/ACM transactions on computational biology and bioinformatics. 2024;21(6):2050-2063
One Model for Two Tasks: Cooperatively Recognizing and Recovering Low-Resolution Scene Text Images by Iterative Mutual Guidance2409.14483v1 · Minyi Zhao, Yang Wang, Jihong Guan et al.2024 · 2 citationsarXiv
Effectively Enhancing Vision Language Large Models by Prompt Augmentation and Caption Utilization2409.14484v1 · Minyi Zhao, Jie Wang, Zhaoyang Li et al.2024 · 1 citationarXiv
SlerpFace: Face Template Protection via Spherical Linear Interpolation2407.03043v2 · Zhizhou Zhong, Yuxi Mi, Yuge Huang et al.2024 · 10 citationsarXiv
CausalFormer: An Interpretable Transformer for Temporal Causal Discovery2406.16708v1 · Lingbai Kong, Wengen Li, Hanchen Yang et al.2024 · 35 citationsarXiv
Molecular property prediction based on graph structure learning.38710497 · Zhao, Bangyi, Xu, Weixia, Guan, Jihong et al.2024 · 39 citationsBioinformatics (Oxford, England). 2024;40(5)
Second Edition FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data2404.10378v1 · Ivan DeAndres-Tame, Ruben Tolosana, Pietro Melzi et al.2024 · 23 citationsIEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRw 2024)
Privacy-Preserving Face Recognition Using Trainable Feature Subtraction2403.12457v1 · Yuxi Mi, Zhizhou Zhong, Yuge Huang et al.2024 · 34 citationsarXiv
APPLE: Adversarial Privacy-aware Perturbations on Latent Embedding for Unfairness Mitigation2403.05114v1 · Zikang Xu, Fenghe Tang, Quan Quan et al.2024 · 0 citationsarXiv
scRNA-seq Data Clustering by Cluster-aware Iterative Contrastive Learning2312.16600v1 · Weikang Jiang, Jinxian Wang, Jihong Guan et al.2023 · 0 citationsarXiv
Can Pretrained Models Really Learn Better Molecular Representations for AI-Aided Drug Discovery?38145387 · Zhang, Ziqiao, Bian, Yatao, Xie, Ailin et al.2024 · 15 citationsJournal of chemical information and modeling. 2024;64(7):2921-2930
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