张毅超｜同济大学｜学者主页

2026

城市轨道交通环境噪声特性试验研究

张毅超，谭辉，李路夷

《铁路节能环保与安全卫生》

DOI

2026

LLM4SST: Harnessing LLMs with spatiotemporal distribution-aware optimization strategy for structurally consistent sea surface temperature prediction

Yuwei Chen, Hanchen Yang, Xudong Jiang, Xiaofeng Ge, Weiwei Li, Hailiang Cheng, Jihong Guan, Yichao Zhang, Zhiwei Cao

Expert Systems with Applications

DOI

2026

scI2CL: Effectively fusing single-cell multi-omics by intra- and inter-omics contrastive learning

Wuchao Liu, Han Peng, Wengen Li, Yichao Zhang, Jihong Guan, Shuigeng Zhou

Information Fusion

DOI

2026

IHD: Interest-aware heterogeneous diffusion model for cascade prediction in social networks

Yichao Zhang, Junxi Peng, Z. G. Wang, Jihong Guan, Shuigeng Zhou, Wengen Li, Zhiwei Cao

Information Sciences

DOI

2026

MIGDG: A mutual information guided dual-space graph-embedding model for entity alignment

Yichao Zhang, 一峰馮, Jihong Guan, Shuigeng Zhou, Wengen Li, Zhiwei Cao, Tianyu Zheng, Chao Xiao

Expert Systems with Applications

DOI

2026

Effective and Robust Single-cell Cross-omics Annotation via Vector-Quantized Autoencoders

Han Peng, Wuchao Liu, Yifang Cai, Wengen Li, Yichao Zhang, Jihong Guan, Shuigeng Zhou

ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)

DOI

2026

SLAN: A state-space linear attention network with meta guidance and chunk-wise fusion for long-term time series forecasting

Jihong Guan, Xudong Jiang, Mingshan Loo, Hanchen Yang, Wengen Li, Yichao Zhang, Shuigeng Zhou

Expert Systems with Applications

DOI

2026

Towards Discriminative and Consistent Cross-Modal Alignment for Remote Sensing Image–Text Retrieval

Zihan Song, Yulou Shu, Wengen Li, Jihong Guan, Yichao Zhang

Remote Sensing

DOI

2026

PiFormer: Towards Subseasonal SST Prediction with Spatial-Patched Inverted Transformer

Mingrui Zhang, Hanchen Yang, Wengen Li, Xudong Jiang, Jihong Guan, Yichao Zhang, Shuigeng Zhou

Expert Systems with Applications

DOI

2026

Disentanglement-Based Contrastive Learning and Optimization for User Identity Linkage

Yue Yang, Yichao Zhang, Jihong Guan, Shuigeng Zhou, Weiwei Li

Lecture notes in computer science

DOI

2026

Graph Masked Autoencoder With Multi-Head Latent Attention Mechanism for Gene Regulatory Link Prediction

Zhiwei Cao, Xupeng Wang, Wenhao Li, Yichao Zhang, Yuliang Pan, Jihong Guan, ShuiGeng ZHOU

IEEE Journal of Biomedical and Health Informatics

DOI

2025

高速铁路运营期钢轨短波不平顺噪声影响特性研究

邵琳，李志强，张金，张毅超，张海文

《中国铁路》

DOI

2025

高速铁路全封闭声屏障气动效应及结构动力响应研究

王金胜，陈迎庆，潘镜冲，陈明杲，张毅超，柳润东

《中国铁路》

DOI

2025

高速铁路噪声自动监测技术研究及应用

王翀宇，潘镜冲，韩立，许世成，何财松，张毅超

《中国铁路》

DOI

2025

A prompt-tuning contrastive learning model for anchor link prediction

Yichao Zhang, Yuhan Wang, Jihong Guan, ShuiGeng ZHOU, Wengen Li, Zhiwei Cao, Xiang Li

Neurocomputing

DOI

2025

SECGI: A Medication Recommendation Model Combining LLM-Based Semantic Enrichment and Causal Graph Inference

Haoqin Yang, Yichao Zhang, Jiayuze Zhang, Kai Che, Linlin Xing

IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

DOI

2025

Link prediction for biomedical network reconstruction

Zhiwei Cao, Yuliang Pan, Chaobin Liu, Yichao Zhang, Jihong Guan, Shuigeng Zhou, Chongyang Ou

Physica A Statistical Mechanics and its Applications

DOI

2025

Towards Robust and Interpretable Spatial-Temporal Graph Modeling for Traffic Prediction

Hanchen Yang, Jiannong Cao, Wengen Li, Yu Yang, Xiaoyi Li, Lingbai Kong, Yichao Zhang, Jihong Guan, Shuigeng Zhou

ACM Transactions on Knowledge Discovery from Data

DOI

2025

Ensuring Pre-Fusion Modality Consistency: A New Approach to Multimodal Sentiment Detection

Yulou Shu, Wengen Li, Yu-Ping Ruan, Wuchao Liu, Yichao Zhang, Jihong Guan, Shuigeng Zhou

ACM Transactions on Intelligent Systems and Technology

DOI

2025

MSAF: Multimodal Sentiment Detection via Multiscale Adaptive Fusion

Jihong Guan, Yulou Shu, Wuchao Liu, Wengen Li, Shuigeng Zhou, Yichao Zhang

IEEE Transactions on Artificial Intelligence

DOI

2025

Topic-Aware Multi-heterogeneous Graph Neural Network for Predicting the Next Participant in Information Cascades

Yichao Zhang, Zejian Wang, Guanghui Wen, Jihong Guan, Shuigeng Zhou, Wengen Li, Zhiwei Cao

IEEE Transactions on Artificial Intelligence

DOI

2025

PR-CLIP: Cross-Modal Positional Reconstruction for Remote Sensing Image–Text Retrieval

Jihong Guan, Yulou Shu, Wengen Li, Zihan Song, Yichao Zhang

Remote Sensing

DOI

2025

Raker: A Relation-Aware Knowledge Reasoning Model for Inductive Relation Prediction

Jiaqi Wang, Wengen Li, Yulou Shu, Jihong Guan, Yichao Zhang, Shuigeng Zhou

ACM Transactions on Knowledge Discovery from Data

DOI

2025

Effective Cloud Removal for Remote Sensing Images by an Improved Mean-Reverting Denoising Model with Elucidated Design Space

Yi Liu, Wengen Li, Jihong Guan, Shuigeng Zhou, Yichao Zhang

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2025

Cross-trajectory spatiotemporal fusion for user identity linkage

Yue Yang, Yichao Zhang, Jihong Guan, Shuigeng Zhou, Wengen Li

Neurocomputing

DOI

2025

CausalFormer: An Interpretable Transformer for Temporal Causal Discovery (Extended Abstract)

Lingbai Kong, Wengen Li, Hanchen Yang, Yichao Zhang, Jihong Guan, Shuigeng Zhou

Proceedings - International Conference on Data Engineering

DOI

2025

Cross-Region Graph Convolutional Network with Periodicity Shift Adaptation for Wide-Area SST Prediction

Han Peng, Wengen Li, Chang Jin, Yichao Zhang, Jihong Guan, Hanchen Yang, Shuigeng Zhou

ACM Transactions on Intelligent Systems and Technology

DOI

2025

C 2 RS: Multimodal Knowledge Graph Completion With Cross-Modal Consistency and Relation Semantics

Yulou Shu, Wengen Li, Jiaqi Wang, Yichao Zhang, Jihong Guan, Shuigeng Zhou

IEEE Transactions on Artificial Intelligence

DOI

2025

MVST: A Multi-View Spatial-Temporal Model for Fine-Grained Crime Prediction

Chang Wei, Wengen Li, Yichao Zhang, Jihong Guan, Shuigeng Zhou

ACM Transactions on Intelligent Systems and Technology

DOI

2025

Predicting Participation Shift of Users at the Next Stage in Social Networks

Yichao Zhang, Z. G. Wang, Huangxin Zhuang, Lei Song, Guanghui Wen, Jihong Guan, Shuigeng Zhou

IEEE Transactions on Network Science and Engineering

DOI

2025

Semantic Prototyping With CLIP for Few-Shot Object Detection in Remote Sensing Images

Tianying Liu, Shuigeng Zhou, Wengen Li, Yichao Zhang, Jihong Guan

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

STDMamba: Spatiotemporal Decomposition Mamba for Long-Term Fine-Grained SST Prediction

Xudong Jiang, Shuyu Wang, Wengen Li, Hanchen Yang, Jihong Guan, Yichao Zhang, Shuigeng Zhou

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

LLM4HRS: LLM-Based Spatiotemporal Imputation Model for Highly Sparse Remote Sensing Data

Shuyu Wang, Wengen Li, Hanchen Yang, Jihong Guan, Xiwei Liu, Yichao Zhang, Rufu Qin, Shuigeng Zhou

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

高速铁路声屏障动力特性试验与理论研究

陈兴，张毅超，陈迎庆，邢星，伍向阳，李耀增，刘兰华

《铁道工程学报》

2024

高速铁路声屏障表观状态快速检测技术研究

王翀宇，伍向阳，陈兴，周铁军，张毅超，韩立，陈迎庆，李晏良

《铁路节能环保与安全卫生》

2024

STAD: Ship trajectory anomaly detection in ocean with dynamic pattern clustering

Hui Li, Wengen Li, Shuyu Wang, Hanchen Yang, Jihong Guan, Yichao Zhang

Ocean Engineering

DOI

2024

CausalFormer: An Interpretable Transformer for Temporal Causal Discovery

Lingbai Kong, Wengen Li, Hanchen Yang, Yichao Zhang, Jihong Guan, Shuigeng Zhou

IEEE Transactions on Knowledge and Data Engineering

DOI

2024

Limitation of Time Promotes Cooperation in Structured Collaboration Systems

Yichao Zhang, Jiasheng Wang, Guanghui Wen, Jihong Guan, Shuigeng Zhou, Guanrong Chen, Krishnendu Chatterjee, Matjaž Perc

IEEE Transactions on Network Science and Engineering

DOI

2024

Traffexplainer: A Framework Toward GNN-Based Interpretable Traffic Prediction

Lingbai Kong, Hanchen Yang, Wengen Li, Yichao Zhang, Jihong Guan, Shuigeng Zhou

IEEE Transactions on Artificial Intelligence

DOI

2024

Weakly Correlated Multimodal Sentiment Analysis: New Dataset and Topic-Oriented Model

Wuchao Liu, Wengen Li, Yu-Ping Ruan, Yulou Shu, Juntao Chen, Yina Li, Caili Yu, Yichao Zhang, Jihong Guan, Shuigeng Zhou

IEEE Transactions on Affective Computing

DOI

2024

Self-Supervised Spatiotemporal Imputation Model for Highly Sparse Chl-a Data via Fusing Multisource Satellite Data

Shuyu Wang, Wengen Li, Jihong Guan, Xiwei Liu, Yichao Zhang, Shuigeng Zhou

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

高速铁路低频噪声影响特性初探

陈迎庆，邢星，张毅超，韩立，伍向阳

《铁路节能环保与安全卫生》

2023

基于声纹特征的地铁钢轨波磨实时诊断系统开发及应用

韩立，张毅超，陈迎庆，王翀宇，朴爱玲，伍向阳，刘兰华，郑撼

《铁路节能环保与安全卫生》

2023

我国高速铁路声屏障气动效应研究与探索

陈兴，张毅超，陈迎庆，伍向阳，刘兰华

《中国铁道科学》

2023

Short Memory-Based Human Strategy Modeling in Social Dilemmas

Xiang-Hao Yang, Huiyun Huang, Yichao Zhang, Jiasheng Wang, Jihong Guan, Shuigeng Zhou

Mathematics

DOI

2021

动车组受电弓开闭口对车外噪声影响试验研究

张毅超，尹皓，伍向阳，刘兰华，何财松，韩立

《铁道标准设计》

DOI

2021

基于本征模态函数分量能量比的高速铁路钢轨波磨声学诊断方法

韩立，伍向阳，刘兰华，陈迎庆，张毅超，宣晓梅，朴爱玲

《铁道建筑》

2021

A Bayesian Graph Embedding Model for Link-Based Classification Problems

Yichao Zhang, Huangxin Zhuang, Tiantian Liu, Bowei Chen, Zhiwei Cao, Yun Fu, Zhijie Fan, Guanrong Chen

IEEE Transactions on Network Science and Engineering

DOI

2020

德国铁路噪声实时监测系统研究现状

宣晓梅，辜小安，伍向阳，刘兰华，韩立，朴爱玲，张毅超

《环境监测管理与技术》

DOI

2020

Link Weight Prediction Using Weight Perturbation and Latent Factor

Zhiwei Cao, Yichao Zhang, Jihong Guan, Shuigeng Zhou, Guanrong Chen

IEEE Transactions on Cybernetics

DOI

2019

A Chaotic Ant Colony Optimized Link Prediction Algorithm

Zhiwei Cao, Yichao Zhang, Jihong Guan, Shuigeng Zhou, Guanghui Wen

IEEE Transactions on Systems Man and Cybernetics Systems

DOI

2018

加权网络的建模与随机扩散

张毅超

2018

Link Prediction based on Quantum-Inspired Ant Colony Optimization

Zhiwei Cao, Yichao Zhang, Jihong Guan, Shuigeng Zhou

Scientific Reports

DOI

2018

Gaming Temporal Networks

Yichao Zhang, Guanghui Wen, Guanrong Chen, Jiasheng Wang, Minmin Xiong, Jihong Guan, Shuigeng Zhou

IEEE Transactions on Circuits & Systems II Express Briefs

DOI

2018

Henneberg Growth of Social Networks: Modeling the Facebook

Dong Yang, Mengyang Liu, Yichao Zhang, Dong Liang Lin, Zhengping Fan, Guanrong Chen

IEEE Transactions on Network Science and Engineering

DOI

2017

Role of Individual Activity in Rumor Spreading in Scale-free Networks

Yichao Zhang, Minmin Xiong, Yanwei Xu, Jihong Guan, Shuigeng Zhou

DOI

2017

Divide-and-conquer Tournament on Social Networks

Jiasheng Wang, Yichao Zhang, Jihong Guan, Shuigeng Zhou

Scientific Reports

DOI

2017

An exponential triangle model for the Facebook network based on big data

Dong Yang, Tommy W. S. Chow, Yichao Zhang, Guanrong Chen

2022 IEEE 20th International Conference on Industrial Informatics (INDIN)

DOI

2016

Knowledge diffusion in complex networks

Yichao Zhang, Xing Li, M. A. Aziz-Alaoui, Cyrille Bertelle, Jihong Guan, Shuigeng Zhou

Concurrency and Computation Practice and Experience

DOI

2015

Unfavorable Individuals in Social Gaming Networks

Yichao Zhang, Guanrong Chen, Jihong Guan, Zhongzhi Zhang, Shuigeng Zhou

Scientific Reports

DOI

2015

Knowledge Diffusion in Complex Networks

Yichao Zhang, M. A. Aziz-Alaoui, Cyrille Bertelle, Jihong Guan, Shuigeng Zhou

HAL (Le Centre pour la Communication Scientifique Directe)

2014

Local Nash Equilibrium in Social Networks

Yichao Zhang, M. A. Aziz-Alaoui, Cyrille Bertelle, Jihong Guan

Scientific Reports

DOI

2014

Emergence of cooperation in non-scale-free networks

Yichao Zhang, M. A. Aziz-Alaoui, Cyrille Bertelle, Shi Zhou, Wenting Wang

Journal of Physics A Mathematical and Theoretical

DOI

2013

Payoff Memory Protects Sharing

Yichao Zhang, Cyrille Bertelle, M. A. Aziz-Alaoui

HAL (Le Centre pour la Communication Scientifique Directe)

2013

Rumor evolution in social networks

Yichao Zhang, Shi Zhou, Zhongzhi Zhang, Jihong Guan, Shuigeng Zhou

Physical Review E

DOI

2012

Traffic Fluctuations on Weighted Networks

Yichao Zhang, Shi Zhou, Zhongzhi Zhang, Jihong Guan, Shuigeng Zhou, Guanrong Chen

IEEE Circuits and Systems Magazine

DOI

2011

Diffusion–annihilation processes in weighted scale-free networks with an identical degree sequence

Yichao Zhang, Zhongzhi Zhang, Jihong Guan, Shuigeng Zhou

Journal of Statistical Mechanics Theory and Experiment

DOI

2010

Deterministic weighted scale-free small-world networks

Yichao Zhang, Zhongzhi Zhang, Shuigeng Zhou, Jihong Guan

Physica A Statistical Mechanics and its Applications

DOI

2010

An analytic derivation of clustering coefficients for weighted networks

Yichao Zhang, Zhongzhi Zhang, Jihong Guan, Shuigeng Zhou

Journal of Statistical Mechanics Theory and Experiment

DOI

2009

Publisher's Note: “Influences of degree inhomogeneity on average path length and random walks in disassortative scale-free networks” [J. Math. Phys. 50, 033514 (2009)]

Zhongzhi Zhang, Yichao Zhang, Shuigeng Zhou, Minghao Yin, Jihong Guan

Journal of Mathematical Physics

DOI

2009

Influences of degree inhomogeneity on average path length and random walks in disassortative scale-free networks

Zhongzhi Zhang, Yichao Zhang, Shuigeng Zhou, Minghao Yin, Jihong Guan

Journal of Mathematical Physics

DOI

2009

The rigorous solution for the average distance of a Sierpinski network

Zhongzhi Zhang, Lichao Chen, Lujun Fang, Shuigeng Zhou, Yichao Zhang, Jihong Guan

Journal of Statistical Mechanics Theory and Experiment

DOI

精选作品

期刊论文

城市轨道交通环境噪声特性试验研究

LLM4SST: Harnessing LLMs with spatiotemporal distribution-aware optimization strategy for structurally consistent sea surface temperature prediction

scI2CL: Effectively fusing single-cell multi-omics by intra- and inter-omics contrastive learning

IHD: Interest-aware heterogeneous diffusion model for cascade prediction in social networks

MIGDG: A mutual information guided dual-space graph-embedding model for entity alignment

Effective and Robust Single-cell Cross-omics Annotation via Vector-Quantized Autoencoders

SLAN: A state-space linear attention network with meta guidance and chunk-wise fusion for long-term time series forecasting

Towards Discriminative and Consistent Cross-Modal Alignment for Remote Sensing Image–Text Retrieval

PiFormer: Towards Subseasonal SST Prediction with Spatial-Patched Inverted Transformer

Disentanglement-Based Contrastive Learning and Optimization for User Identity Linkage

Graph Masked Autoencoder With Multi-Head Latent Attention Mechanism for Gene Regulatory Link Prediction

高速铁路运营期钢轨短波不平顺噪声影响特性研究

高速铁路全封闭声屏障气动效应及结构动力响应研究

高速铁路噪声自动监测技术研究及应用

A prompt-tuning contrastive learning model for anchor link prediction

SECGI: A Medication Recommendation Model Combining LLM-Based Semantic Enrichment and Causal Graph Inference

Link prediction for biomedical network reconstruction

Towards Robust and Interpretable Spatial-Temporal Graph Modeling for Traffic Prediction

Ensuring Pre-Fusion Modality Consistency: A New Approach to Multimodal Sentiment Detection

MSAF: Multimodal Sentiment Detection via Multiscale Adaptive Fusion

Topic-Aware Multi-heterogeneous Graph Neural Network for Predicting the Next Participant in Information Cascades

PR-CLIP: Cross-Modal Positional Reconstruction for Remote Sensing Image–Text Retrieval

Raker: A Relation-Aware Knowledge Reasoning Model for Inductive Relation Prediction

Effective Cloud Removal for Remote Sensing Images by an Improved Mean-Reverting Denoising Model with Elucidated Design Space

Cross-trajectory spatiotemporal fusion for user identity linkage

CausalFormer: An Interpretable Transformer for Temporal Causal Discovery (Extended Abstract)

Cross-Region Graph Convolutional Network with Periodicity Shift Adaptation for Wide-Area SST Prediction

C 2 RS: Multimodal Knowledge Graph Completion With Cross-Modal Consistency and Relation Semantics

MVST: A Multi-View Spatial-Temporal Model for Fine-Grained Crime Prediction

Predicting Participation Shift of Users at the Next Stage in Social Networks

Semantic Prototyping With CLIP for Few-Shot Object Detection in Remote Sensing Images

STDMamba: Spatiotemporal Decomposition Mamba for Long-Term Fine-Grained SST Prediction

LLM4HRS: LLM-Based Spatiotemporal Imputation Model for Highly Sparse Remote Sensing Data

高速铁路声屏障动力特性试验与理论研究

高速铁路声屏障表观状态快速检测技术研究

STAD: Ship trajectory anomaly detection in ocean with dynamic pattern clustering

CausalFormer: An Interpretable Transformer for Temporal Causal Discovery

Limitation of Time Promotes Cooperation in Structured Collaboration Systems

Traffexplainer: A Framework Toward GNN-Based Interpretable Traffic Prediction

Weakly Correlated Multimodal Sentiment Analysis: New Dataset and Topic-Oriented Model

Self-Supervised Spatiotemporal Imputation Model for Highly Sparse Chl-a Data via Fusing Multisource Satellite Data

高速铁路低频噪声影响特性初探

基于声纹特征的地铁钢轨波磨实时诊断系统开发及应用

我国高速铁路声屏障气动效应研究与探索

Short Memory-Based Human Strategy Modeling in Social Dilemmas

动车组受电弓开闭口对车外噪声影响试验研究

基于本征模态函数分量能量比的高速铁路钢轨波磨声学诊断方法

A Bayesian Graph Embedding Model for Link-Based Classification Problems

德国铁路噪声实时监测系统研究现状

Link Weight Prediction Using Weight Perturbation and Latent Factor

A Chaotic Ant Colony Optimized Link Prediction Algorithm

加权网络的建模与随机扩散

Link Prediction based on Quantum-Inspired Ant Colony Optimization

Gaming Temporal Networks

Henneberg Growth of Social Networks: Modeling the Facebook

Role of Individual Activity in Rumor Spreading in Scale-free Networks

Divide-and-conquer Tournament on Social Networks

An exponential triangle model for the Facebook network based on big data

Knowledge diffusion in complex networks

Unfavorable Individuals in Social Gaming Networks

Knowledge Diffusion in Complex Networks

Local Nash Equilibrium in Social Networks

Emergence of cooperation in non-scale-free networks

Payoff Memory Protects Sharing

Rumor evolution in social networks

Traffic Fluctuations on Weighted Networks

Diffusion–annihilation processes in weighted scale-free networks with an identical degree sequence

Deterministic weighted scale-free small-world networks

An analytic derivation of clustering coefficients for weighted networks

Publisher's Note: “Influences of degree inhomogeneity on average path length and random walks in disassortative scale-free networks” [J. Math. Phys. 50, 033514 (2009)]

Influences of degree inhomogeneity on average path length and random walks in disassortative scale-free networks

The rigorous solution for the average distance of a Sierpinski network

会议论文

加权网络交通流的波动

GaP纳米粒子凝聚态网络

预印本

AdaMamba: Adaptive Frequency-Gated Mamba for Long-Term Time Series Forecasting

COTA: Cluster Optimal Transport Alignment for Cross-Domain Recommendation