JG
Jihong Guan
cond-mat.stat-mechcs.AIAlgorithmscs.LGcs.CVphysics.soc-phNeural Networks, Computercs.SIDrug DiscoveryModels, Statistical
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
163 papers in the corpus · 2005–2026HGASurv: Hierarchical Granularity-Aware Multimodal Integration for Survival Prediction2610.26357v2 · Peike Yu, Wuchao Liu, Jihong Guan et al.2026 · 0 citationsarXiv
Graph 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
SGMHA: semantic graph reconstruction with multi-head attention for gene regulatory network inference.42265576 · Zhang, Xujian, Li, Wenhao, Pan, Yuliang et al.2026 · 0 citationsBMC genomics. 2026;27(1)
Ghost: Plausible Yet Unlearnable Trajectories via On-Manifold Substitution for Next-POI Privacy2606.03711v1 · Zhenyu Yu, Jihong Guan, 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
Disentangling Generation and Regression in Stochastic Interpolants for Controllable Image Restoration2605.21381v1 · Yi Liu, Jia Ma, Wengen Li et al.2026 · 0 citationsarXiv
SSDA: Bridging Spectral and Structural Gaps via Dual Adaptation for Vision-Based Time Series Forecasting2605.12550v1 · Mingrui Zhang, Hanchen Yang, Wengen Li et al.2026 · 0 citationsarXiv
Automated deep learning by recurrent hyperparameter optimization.42082472 · Cheng, Zhanzhan, Cheng, Yuyi, Zhang, Chenbo et al.2026 · 2 citationsNature communications. 2026;17(1)
AdaMamba: Adaptive Frequency-Gated Mamba for Long-Term Time Series Forecasting2604.23239v1 · Xudong Jiang, Mingshan Loo, Hanchen Yang et al.2026 · 0 citationsarXiv
An Adaptive Spatiotemporal Clustering Framework for 3D Ocean Subsurface Temperature Reconstruction2605.00860v1 · Ming Shan Loo, Wengen Li, Xudong Jiang et al.2026 · 0 citationsarXiv
DiffTSP: A Conditional Discrete Diffusion Model for Knowledge Graph Triple Set Prediction2604.18344v2 · Jihong Guan, Jiaqi Wang, Han Cai et al.2026 · 0 citationsarXiv
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
SADER: Structure-Aware Diffusion Framework with DEterministic Resampling for Multi-Temporal Remote Sensing Cloud Removal2602.00536v1 · Yifan Zhang, Qian Chen, Yi Liu et al.2026 · 0 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
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
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
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
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
Generative Regression Based Watch Time Prediction for Short-Video Recommendation2412.20211v3 · Hongxu Ma, Kai Tian, Tao Zhang et al.2024 · 0 citationsarXiv
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
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
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)
All in One: Multi-Task Prompting for Graph Neural Networks (Extended Abstract)2403.07040v1 · Xiangguo Sun, Hong Cheng, Jia Li et al.2024 · 6 citationsarXiv
scRNA-seq Data Clustering by Cluster-aware Iterative Contrastive Learning2312.16600v1 · Weikang Jiang, Jinxian Wang, Jihong Guan et al.2023 · 0 citationsarXiv
A new and effective two-step clustering approach for single cell RNA sequencing data.37946133 · Li, Ruiyi, Guan, Jihong, Wang, Zhiye et al.2023 · 2 citationsBMC genomics. 2023;23(Suppl 6):864
A Lightweight Video Anomaly Detection Model with Weak Supervision and Adaptive Instance Selection2310.05330v2 · Yang Wang, Jiaogen Zhou, Jihong Guan2023 · 28 citationsarXiv
Self-supervised learning with chemistry-aware fragmentation for effective molecular property prediction.37598424 · Xie, Ailin, Zhang, Ziqiao, Guan, Jihong et al.2023 · 18 citationsBriefings in bioinformatics. 2023;24(5)
HPC-Atlas: Computationally Constructing A Comprehensive Atlas of Human Protein Complexes.37730114 · Pan, Yuliang, Li, Ruiyi, Li, Wengen et al.2024 · 7 citationsGenomics, proteomics & bioinformatics. 2023;21(5):976-990
Bird Object Detection: Dataset Construction, Model Performance Evaluation, and Model Lightweighting.37760324 · Wang, Yang, Zhou, Jiaogen, Zhang, Caiyun et al.2026 · 8 citationsAnimals : an open access journal from MDPI. 2023;13(18)
Meta-ZSDETR: Zero-shot DETR with Meta-learning2308.09540v1 · Lu Zhang, Chenbo Zhang, Jiajia Zhao et al.2023 · 10 citationsarXiv
Molecular property prediction by semantic-invariant contrastive learning.37505457 · Zhang, Ziqiao, Xie, Ailin, Guan, Jihong et al.2023 · 7 citationsBioinformatics (Oxford, England). 2023;39(8)
PCGAN: a generative approach for protein complex identification from protein interaction networks.37531266 · Pan, Yuliang, Wang, Yang, Guan, Jihong et al.2023 · 12 citationsBioinformatics (Oxford, England). 2023;39(8)
HiREN: Towards Higher Supervision Quality for Better Scene Text Image Super-Resolution2307.16410v1 · Minyi Zhao, Yi Xu, Bingjia Li et al.2023 · 7 citationsarXiv
Flexible Differentially Private Vertical Federated Learning with Adaptive Feature Embeddings2308.02362v1 · Yuxi Mi, Hongquan Liu, Yewei Xia et al.2023 · 0 citationsarXiv
Spatial-Temporal Data Mining for Ocean Science: Data, Methodologies, and Opportunities2307.10803v2 · Hanchen Yang, Wengen Li, Shuyu Wang et al.2023 · 10 citationsarXiv
All in One: Multi-task Prompting for Graph Neural Networks2307.01504v2 · Xiangguo Sun, Hong Cheng, Jia Li et al.2023 · 185 citationsarXiv
Molecular property prediction by contrastive learning with attention-guided positive sample selection.37079731 · Wang, Jinxian, Guan, Jihong, Zhou, Shuigeng2023 · 24 citationsBioinformatics (Oxford, England). 2023;39(5)
Hierarchical Few-Shot Object Detection: Problem, Benchmark and Method2210.03940v1 · Lu Zhang, Yang Wang, Jiaogen Zhou et al.2022 · 1 citationarXiv
Career total: 473 works. 163 are in this corpus.Showing the 50 most recent.
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