Chen Zhang

54 papers A* 6Journal 41Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adaptive Change Detection in Partially Observable Dynamic Networks.
IEEE Trans. Knowl. Data Eng.
Jie Guo, Haijie Xu, Chen Zhang
2026 J jnl
Addressing Glaucoma Structure-Function Relationship: A Multi-Task Learning Framework With Multi-Modal and Unpaired Data.
IEEE Trans. Medical Imaging
Xuming An, Jacqueline Chua, Yujin Wang, Ruben Hemelings, Rahat Husain, Rachel Chong, Tina Wong, Tin Aung, Damon Wing Kee Wong, Chen Zhang, Leopold Schmetterer
2026 J jnl
Dynamic opportunistic maintenance optimization for multi-state systems with overlapping maintenance time and duration-dependent costs.
Reliab. Eng. Syst. Saf.
Yuanming Song, Yan-Fu Li, Chen Zhang, Rui Peng, Cristiano A. V. Cavalcante
2026 J jnl
Service reliability of intelligent computing cluster systems for large language models.
Reliab. Eng. Syst. Saf.
Hanxiao Zhang, Chen Zhang, Yingdong Wang, Yan-Fu Li
2026 J jnl
Stabilizing Rubric Integration Training via Decoupled Advantage Normalization.
CoRR
Zelin Tan, Zhouliang Yu, Bohan Lin, Zijie Geng, Hejia Geng, Yudong Zhang, Mulei Zhang, Yang Chen, Shuyue Hu, Zhenfei Yin, Chen Zhang, Lei Bai
2025 J jnl
A Deep Reinforcement Learning Method Solving Bilevel Optimization for Product Design Considering Remanufacturing.
IEEE Trans. Engineering Management
Yujie Ma, Xin Xia, Jie Guo, Chen Zhang
2025 J jnl
AgentAsk: Multi-Agent Systems Need to Ask.
CoRR
Bohan Li, Kuo Yang, Yingchuan Lai, Yu-Dong Zhang, Chen Zhang, Guibin Zhang, Xinlei Yu, Miao Yu, Xu Wang, Yang Wang
2025 A* conf
COFlowNet: Conservative Constraints on Flows Enable High-Quality Candidate Generation.
ICLR
Yudong Zhang, Xuan Yu, Xu Wang, Zhaoyang Sun, Chen Zhang, Pengkun Wang, Yang Wang
2025 J jnl
CoMAS: Co-Evolving Multi-Agent Systems via Interaction Rewards.
CoRR
Xiangyuan Xue, Yifan Zhou, Guibin Zhang, Zaibin Zhang, Yijiang Li, Chen Zhang, Zhenfei Yin, Philip Torr, Wanli Ouyang, Lei Bai
2025 J jnl
Multi-Scenario Cellular KPI Prediction Based on Spatiotemporal Graph Neural Network.
IEEE Trans Autom. Sci. Eng.
Junpeng Lin, Tian Lan, Bo Zhang, Ke Lin, Dandan Miao, Huiru He, Jiantao Ye, Chen Zhang, Yan-Fu Li
2025 J jnl
Nonlinear Causal Discovery via Dynamic Latent Variables.
IEEE Trans Autom. Sci. Eng.
Xing Yang, Tian Lan, Hao Qiu, Chen Zhang
2025 J jnl
SPEVS-CC: Separated parameter estimation with variable selection based on canonical correlation analysis for multivariate functional regression.
Adv. Eng. Informatics
Xing Yang, Haijie Xu, Yiming Shi, Chen Zhang
2025 J jnl
Scaling Behaviors of LLM Reinforcement Learning Post-Training: An Empirical Study in Mathematical Reasoning.
CoRR
Zelin Tan, Hejia Geng, Mulei Zhang, Xiaohang Yu, Guancheng Wan, Yifan Zhou, Qiang He, Xiangyuan Xue, Heng Zhou, Yutao Fan, Zhongzhi Li, Zaibin Zhang, Guibin Zhang, Chen Zhang, Zhenfei Yin, Lei Bai
2025 J jnl
Wavelet-based Disentangled Adaptive Normalization for Non-stationary Times Series Forecasting.
CoRR
Junpeng Lin, Tian Lan, Bo Zhang, Ke Lin, Dandan Miao, Huiru He, Jiantao Ye, Chen Zhang, Yan-Fu Li
2024 J jnl
A study on the prediction of service reliability of wireless telecommunication system via distribution regression.
Reliab. Eng. Syst. Saf.
Yan-Fu Li, Wei Zhao, Chen Zhang, Jiantao Ye, Huiru He
2024 J jnl
Coupled Epidemic-Information Propagation With Stranding Mechanism on Multiplex Metapopulation Networks.
IEEE Trans. Comput. Soc. Syst.
Xuming An, Chen Zhang, Lin Hou, Kaibo Wang
2024 J jnl
Distributionally robust resilience optimization of post-disaster power system considering multiple uncertainties.
Reliab. Eng. Syst. Saf.
Chen Zhang, Yan-Fu Li, Hanxiao Zhang, Yujin Wang, Yuelong Huang, Jianyu Xu
2024 J jnl
Fine-Grained Passenger Load Prediction inside Metro Network via Smart Card Data.
Int. J. Intell. Syst.
Xiancai Tian, Chen Zhang, Baihua Zheng
2024 J jnl
Heterogeneous Multivariate Functional Time Series Modeling: A State Space Approach.
IEEE Trans. Knowl. Data Eng.
Peiyao Liu, Junpeng Lin, Chen Zhang
2024 J jnl
Low-Rank Robust Subspace Tensor Clustering for Metro Passenger Flow Modeling.
CoRR
Jiuyun Hu, Ziyue Li, Chen Zhang, Fugee Tsung, Hao Yan
2024 A* conf
NondBREM: Nondeterministic Offline Reinforcement Learning for Large-Scale Order Dispatching.
AAAI
Hongbo Zhang, Guang Wang, Xu Wang, Zhengyang Zhou, Chen Zhang, Zheng Dong, Yang Wang
2024 J jnl
XTraffic: A Dataset Where Traffic Meets Incidents with Explainability and More.
CoRR
Xiaochuan Gou, Ziyue Li, Tian Lan, Junpeng Lin, Zhishuai Li, Bingyu Zhao, Chen Zhang, Di Wang, Xiangliang Zhang
2023 J jnl
A Bayesian Partially Observable Online Change Detection Approach with Thompson Sampling.
Technometrics
Jie Guo, Hao Yan, Chen Zhang
2023 J jnl
A Cluster-Oriented Bayesian Network Approach for Mixed-Type Event Prediction With Application in Order Logistics.
IEEE Trans. Ind. Informatics
Xing Yang, Hui Cao, Chen Zhang
2023 J jnl
A Hidden Markov Model for Condition Monitoring of Time Series Data in Complex Network Systems.
IEEE Trans. Reliab.
Wanshan Li, Chen Zhang
2023 J jnl
Choose A Table: Tensor Dirichlet Process Multinomial Mixture Model with Graphs for Passenger Trajectory Clustering.
CoRR
Ziyue Li, Hao Yan, Chen Zhang, Lijun Sun, Wolfgang Ketter, Fugee Tsung
2023 J jnl
Deep Cascade-Learning Model via Recurrent Attention for Immunofixation Electrophoresis Image Analysis.
IEEE Trans. Medical Imaging
Xuming An, Pengchang Li, Chen Zhang
2023 J jnl
Deep Reinforcement Learning for Dynamic Opportunistic Maintenance of Multi-Component Systems With Load Sharing.
IEEE Trans. Reliab.
Chen Zhang, Yan-Fu Li, David W. Coit
2023 — conf
Dynamic Causal Graph Convolutional Network for Traffic Prediction.
CASE
Junpeng Lin, Ziyue Li, Zhishuai Li, Lei Bai, Rui Zhao, Chen Zhang
2023 J jnl
Dynamic Causal Graph Convolutional Network for Traffic Prediction.
CoRR
Junpeng Lin, Ziyue Li, Zhishuai Li, Lei Bai, Rui Zhao, Chen Zhang
2023 A* conf
MM-DAG: Multi-task DAG Learning for Multi-modal Data - with Application for Traffic Congestion Analysis.
KDD
Tian Lan, Ziyue Li, Zhishuai Li, Lei Bai, Man Li, Fugee Tsung, Wolfgang Ketter, Rui Zhao, Chen Zhang
2023 J jnl
MM-DAG: Multi-task DAG Learning for Multi-modal Data - with Application for Traffic Congestion Analysis.
CoRR
Tian Lan, Ziyue Li, Zhishuai Li, Lei Bai, Man Li, Fugee Tsung, Wolfgang Ketter, Rui Zhao, Chen Zhang
2023 J jnl
Multi-view metro station clustering based on passenger flows: a functional data-edged network community detection approach.
Data Min. Knowl. Discov.
Chen Zhang, Baihua Zheng, Fugee Tsung
2023 J jnl
Tensor Dirichlet Process Multinomial Mixture Model for Passenger Trajectory Clustering.
CoRR
Ziyue Li, Hao Yan, Chen Zhang, Andi Wang, Wolfgang Ketter, Lijun Sun, Fugee Tsung
2023 — conf
Tensor Dirichlet Process Multinomial Mixture Model with Graphs for Passenger Trajectory Clustering.
GeoAI@SIGSPATIAL
Ziyue Li, Hao Yan, Chen Zhang, Wolfgang Ketter, Fugee Tsung
2022 J jnl
A Data-Driven Method for Online Monitoring Tube Wall Thinning Process in Dynamic Noisy Environment.
IEEE Trans Autom. Sci. Eng.
Chen Zhang, Jun Long Lim, Ouyang Liu, Aayush Madan, Yongwei Zhu, Shili Xiang, Kai Wu, Rebecca Yen-Ni Wong, Eugene Phua Jiliang, Karan M. Sabnani, Keng Boon Siah, Wenyu Jiang, Yixin Wang, Emily Hao Jianzhong, Steven C. H. Hoi
2022 A* conf
GRELEN: Multivariate Time Series Anomaly Detection from the Perspective of Graph Relational Learning.
IJCAI
Weiqi Zhang, Chen Zhang, Fugee Tsung
2022 J jnl
Individualized passenger travel pattern multi-clustering based on graph regularized tensor latent dirichlet allocation.
Data Min. Knowl. Discov.
Ziyue Li, Hao Yan, Chen Zhang, Fugee Tsung
2022 J jnl
Monitoring Heterogeneous Multivariate Profiles Based on Heterogeneous Graphical Model.
Technometrics
Hui Wu, Chen Zhang, Yan-Fu Li
2022 J jnl
Segment-Wise Time-Varying Dynamic Bayesian Network with Graph Regularization.
ACM Trans. Knowl. Discov. Data
Xing Yang, Chen Zhang, Baihua Zheng
2021 — conf
Holistic Prediction for Public Transport Crowd Flows: A Spatio Dynamic Graph Network Approach.
ECML/PKDD (1)
Bingjie He, Shukai Li, Chen Zhang, Baihua Zheng, Fugee Tsung
2021 — conf
Transformer Based Spatial-Temporal Fusion Network for Metro Passenger Flow Forecasting.
CASE
Weiqi Zhang, Chen Zhang, Fugee Tsung
2020 J jnl
Crowding Prediction of In-Situ Metro Passengers Using Smart Card Data.
CoRR
Xiancai Tian, Chen Zhang, Baihua Zheng
2020 J jnl
Long-Short Term Spatiotemporal Tensor Prediction for Passenger Flow Profile.
CoRR
Ziyue Li, Hao Yan, Chen Zhang, Fugee Tsung
2020 J jnl
Long-Short Term Spatiotemporal Tensor Prediction for Passenger Flow Profile.
IEEE Robotics Autom. Lett.
Ziyue Li, Hao Yan, Chen Zhang, Fugee Tsung
2020 J jnl
Partially Observable Online Change Detection via Smooth-Sparse Decomposition.
CoRR
Jie Guo, Hao Yan, Chen Zhang, Steven C. H. Hoi
2020 A* conf
Tensor Completion for Weakly-Dependent Data on Graph for Metro Passenger Flow Prediction.
AAAI
Ziyue Li, Nurettin Dorukhan Sergin, Hao Yan, Chen Zhang, Fugee Tsung
2020 J jnl
Time-Warped Sparse Non-negative Factorization for Functional Data Analysis.
ACM Trans. Knowl. Discov. Data
Chen Zhang, Steven C. H. Hoi, Fugee Tsung
2019 A* conf
Partially Observable Multi-Sensor Sequential Change Detection: A Combinatorial Multi-Armed Bandit Approach.
AAAI
Chen Zhang, Steven C. H. Hoi
2019 J jnl
Tensor Completion for Weakly-dependent Data on Graph for Metro Passenger Flow Prediction.
CoRR
Ziyue Li, Nurettin Dorukhan Sergin, Hao Yan, Chen Zhang, Fugee Tsung
2018 — conf
Clustering Subway Station Arrival Patterns Using Weighted Dynamic Time Warping.
IEEM
Rui Wang, Nan Chen, Chen Zhang
2018 J jnl
Statistical Analysis of Simulation Output from Parallel Computing.
ACM Trans. Model. Comput. Simul.
Chen Zhang, Nan Chen
2015 — conf
Statistical monitoring of longitudinal categorical survey data.
IEEM
Chen Zhang, Nan Chen
2014 — conf
Robust on-line monitoring for univariate processes based on two sample goodness-of-fit test.
IEEM
Chen Zhang, Nan Chen