F. Tsung

Most-cited papers

CRULP: Reliable RUL Estimation Inspired by Conformal Prediction
Shi-Yuan Piao, Ru-Yi Huang, F. Tsung
2025IEEE Transactions on Instrumentation and Measurement67 citations
Semantic Scholar
Agent-Oriented Planning in Multi-Agent Systems
Ao Li, Yue-Xiang Xie, Songze Li, F. Tsung +2 more
2024International Conference on Learning Representations55 citations
Semantic Scholar
A Survey of Data Agents: Emerging Paradigm or Overstated Hype?
Yizhang Zhu, Liang-Wei Wang, Chenyu Yang, Xiao-Tian Lin +21 more
2025arXiv.org48 citations
Semantic Scholar
An Incremental Unified Framework for Small Defect Inspection
Jiaqi Tang, Hao Lu, Xiao-Gang Xu, Ruizheng Wu +6 more
2023European Conference on Computer Vision43 citations
Semantic Scholar
3D vision-based anomaly detection in manufacturing: A survey
Juan Du, Cheng-Yu Tao, Xuanming Cao, F. Tsung
2025Frontiers of Engineering Management39 citations Open access
Semantic Scholar
SEGNO: Generalizing Equivariant Graph Neural Networks with Physical Inductive Biases
Yang Liu, Jia-Shun Cheng, Haihong Zhao, Tingyang Xu +4 more
2023International Conference on Learning Representations38 citations
Semantic Scholar
Empowering Time Series Analysis with Foundation Models: A Comprehensive Survey
Jiexia Ye, Yongzi Yu, Weiqi Zhang, Le Wang +2 more
2024Information Fusion36 citations Open access
Semantic Scholar
Recognition through Reasoning: Reinforcing Image Geo-localization with Large Vision-Language Models
Ling Li, Yao Zhou, Yuxuan Liang, F. Tsung +1 more
2025Neural Information Processing Systems33 citations
Semantic Scholar
Wind Power Forecasting Based on a Spatial–Temporal Graph Convolution Network With Limited Engineering Knowledge
Luo Yang, F. Tsung, Kaibo Wang, Jie Zhou
2024IEEE Transactions on Instrumentation and Measurement29 citations
Semantic Scholar
An Intelligent Industrial Visual Monitoring and Maintenance Framework Empowered by Large-Scale Visual and Language Models
Huan Wang, Chen-Xi Li, Yan-Fu Li, F. Tsung
2024IEEE Transactions on Industrial Cyber-Physical Systems27 citations
Semantic Scholar
Deep Insights into Noisy Pseudo Labeling on Graph Data
Botao Wang, Jia Li, Yang Liu, Jia-Shun Cheng +3 more
2023Neural Information Processing Systems26 citations Open access
Semantic Scholar
Overcoming the Semantic Gap in the Customer-to-Manufacturer (C2M) Platform: A Soft Prompts-Based Approach with Pretrained Language Models
Jian-Hui Huang, Yue Wang, Stephen C. H. Ng, F. Tsung
2024International Journal of Production Economics25 citations
Semantic Scholar
A Co-training Approach for Noisy Time Series Learning
Weiqi Zhang, Jian-Feng Zhang, Jia Li, F. Tsung
2023International Conference on Information and Knowledge Management25 citations Open access
Semantic Scholar
CirT: Global Subseasonal-to-Seasonal Forecasting with Geometry-inspired Transformer
Yang Liu, Zinan Zheng, Jia-Shun Cheng, F. Tsung +3 more
2025International Conference on Learning Representations24 citations
Semantic Scholar
Wind Power Ramp Events Prediction Considering Wind Propagation
Xinghao Peng, Yanting Li, F. Tsung
2024Renewable Energy20 citations Open access
Semantic Scholar
MedualTime: A Dual-Adapter Language Model for Medical Time Series-Text Multimodal Learning
Jiexia Ye, Weiqi Zhang, Zi-Yue Li, Jia Li +2 more
2024International Joint Conference on Artificial Intelligence19 citations Open access
Semantic Scholar
Correlated Time Series Self-Supervised Representation Learning via Spatiotemporal Bootstrapping
Lu-Xuan Wang, Lei Bai, Ziyue Li, Rui Zhao +1 more
20232023 IEEE 19th International Conference on Automation Science and Engineering (CASE)18 citations Open access
Semantic Scholar
Traceable Algorithm Unrolling Network: An Interpretable Deep Sparse Representation Model for Mechanical Fault Diagnosis
Hao Lan, Zhu-Yun Chen, Shu-Han Deng, Ru-Yi Huang +2 more
2025IEEE Transactions on Cybernetics17 citations
Semantic Scholar
Multi-view metro station clustering based on passenger flows: a functional data-edged network community detection approach
Chen Zhang, Bai-Hua Zheng, F. Tsung
2023Data mining and knowledge discovery17 citations
Semantic Scholar
Disentangling Likes and Dislikes in Personalized Generative Explainable Recommendation
Ryotaro Shimizu, Takashi Wada, Yu Wang, Johannes Kruse +8 more
2024The Web Conference12 citations Open access
Semantic Scholar
Low-Rank Robust Subspace Tensor Clustering for Metro Passenger Flow Modeling
Jiuyun Hu, Ziyue Li, Chen Zhang, F. Tsung +1 more
2024INFORMS Journal on Data Science11 citations
Semantic Scholar
Signaling Human Intentions to Service Robots: Understanding the Use of Social Cues during In-Person Conversations
Hanfang Lyu, Xiaoyu Wang, Nandi Zhang, Shuai Ma +4 more
2025International Conference on Human Factors in Computing Systems10 citations Open access
Semantic Scholar
Heterophilic Graph Neural Networks Optimization with Causal Message-passing
Botao Wang, Jia Li, Heng Chang, Keli Zhang +1 more
2024Web Search and Data Mining10 citations Open access
Semantic Scholar
Empowering intelligent quality control with large models: A comprehensive survey of methods, challenges, and perspectives
Xin-Yu Pan, Di Wang, F. Tsung
2026Engineering Management8 citations Open access
Semantic Scholar
MCCoder: Streamlining Motion Control with LLM-Assisted Code Generation and Rigorous Verification
Yin Li, Liang-Wei Wang, Shi-Yuan Piao, Bo Yang +3 more
20242025 IEEE 21st International Conference on Automation Science and Engineering (CASE)8 citations Open access
Semantic Scholar
MedSpaformer: A Transferable Transformer with Multi-Granularity Token Sparsification for Medical Time Series Classification
Jiexia Ye, Weiqi Zhang, Zi-Yue Li, Jia Li +1 more
2025AAAI Conference on Artificial Intelligence7 citations Open access
Semantic Scholar
An Efficient Dual-Observer Method for Leader-Following Consensus Control of Multiagent Systems
Zi-Ming Wang, Shi-Yuan Piao, Yi-Ding Ji, Xin Wang +1 more
20252025 IEEE 21st International Conference on Automation Science and Engineering (CASE)7 citations
Semantic Scholar
A Phase II score‐based distribution‐free method for jointly monitoring location and scale
Dong Ding, Jian Li, F. Tsung, Yang Li
2023Quality and Reliability Engineering International7 citations
Semantic Scholar
Directional fault classification for correlated High-Dimensional data streams using hidden Markov models
Yan He, Yicheng Kang, F. Tsung, D. Xiang
2023Journal of QualityTechnology7 citations Open access
Semantic Scholar
Genhaze: Pioneering Controllable One-Step Realistic Haze Generation for Real-World Dehazing
Si-Xiang Chen, Tian Ye, Yunlong Lin, Ye-Ying Jin +7 more
2025IEEE International Conference on Computer Vision6 citations
Semantic Scholar
VizTA: Enhancing Comprehension of Distributional Visualization with Visual‐Lexical Fused Conversational Interface
Liang-Wei Wang, Zhan Wang, Shi-Shi Xiao, Le Liu +2 more
2025Computer graphics forum (Print)6 citations Open access
Semantic Scholar
MultiFun-DAG: Multivariate Functional Directed Acyclic Graph
Tian Lan, Ziyue Li, Junpeng Lin, Zhi-Shuai Li +5 more
20246 citations
Semantic Scholar
Parameter-Efficient Fine-Tuning via Circular Convolution
Aochuan Chen, Jia-Shun Cheng, Zijing Liu, Ziqi Gao +3 more
2024Annual Meeting of the Association for Computational Linguistics6 citations
Semantic Scholar
Dynamic modeling and online monitoring of tensor data streams with application to passenger flow surveillance
Yifan Li, Chun-Jie Wu, Wendong Li, F. Tsung +1 more
2024Annals of Applied Statistics6 citations
Semantic Scholar
Adaptive Multimodal Industrial Fault Diagnosis With Attention-Driven Fusion Boosting Unimodal Performance
Di Wang, Xin-Yu Pan, Yuanyuan Gao, F. Tsung +1 more
2026IEEE Transactions on Automation Science and Engineering5 citations
Semantic Scholar
Process monitoring for covariance matrices with latent structures
Qing Zou, Jian Li, Dong Ding, F. Tsung
2024IISE Transactions5 citations
Semantic Scholar
Toward Physics-guided Time Series Embedding
Jia-Xi Hu, Bo-Wen Zhang, Qing-Song Wen, F. Tsung +1 more
2024arXiv.org5 citations
Semantic Scholar
The optimal CUSUM control chart with a dynamic non-random control limit and a given sampling strategy for small samples sequence
Dong Han, F. Tsung, Lei Qiao
2023Journal of Applied Statistics5 citations Open access
Semantic Scholar
Tensor Dirichlet Process Multinomial Mixture Model with Graphs for Passenger Trajectory Clustering
Ziyue Li, Haodong Yan, Chen Zhang, Lijun Sun +2 more
2023GeoAI@SIGSPATIAL5 citations Open access
Semantic Scholar
Mining social media data via supervised topic model: Can social media posts inform customer satisfaction?
Yinghui Huang, Mei Li, F. Tsung, Xiang-Yu Chang
2025Decision Sciences4 citations
Semantic Scholar
Dynamic and Probabilistic Forecasting of Multimode Metro Passenger Flows: A Functional Data Analysis Approach
Kai Wang, F. Tsung
2025Transportation Science4 citations
Semantic Scholar
Revisiting LoRA through the Lens of Parameter Redundancy: Spectral Encoding Helps
Jia-Shun Cheng, Aochuan Chen, Nuo Chen, Ziqi Gao +3 more
2025Annual Meeting of the Association for Computational Linguistics4 citations
Semantic Scholar
Automated Knowledge Graph Construction for Supply Chain Datasets Assisted by LLMs
Lu-Xuan Wang, F. Tsung
20252025 IEEE 21st International Conference on Automation Science and Engineering (CASE)4 citations
Semantic Scholar
Knockoff procedure for false discovery rate control in high-dimensional data streams
K. Tsang, F. Tsung, Zhihao Xu
2023Journal of Applied Statistics4 citations Open access
Semantic Scholar
MFRL-BI: Design of a model-free reinforcement learning process control scheme by using Bayesian inference
Yanrong Li, Juan Du, Wei Jiang, F. Tsung
2023IISE Transactions4 citations Open access
Semantic Scholar
Real-Time Monitoring of Dynamic Tensor Data with Longitudinal Patterns: A Tensor Graphical LASSO Approach
Wendong Li, Yifan Li, F. Tsung, Chun-Jie Wu
2025Technometrics3 citations
Semantic Scholar
Antarctica storytelling: creating interactive story maps for polar regions with graphic-based approach
Liang-Wei Wang, Zhan Wang, Xi Zhao, F. Tsung +1 more
2024The Visual Computer3 citations Open access
Semantic Scholar
Tensor‐based process control and monitoring for semiconductor manufacturing with unstable disturbances
Yanrong Li, Juan Du, F. Tsung, Wei Jiang
2024Naval Research Logistics3 citations Open access
Semantic Scholar
Graph Pre-Training Models Are Strong Anomaly Detectors
Jia-Shun Cheng, Zinan Zheng, Yang Liu, Jian-Heng Tang +4 more
2024arXiv.org3 citations
Semantic Scholar
Data Imputation from the Perspective of Graph Dirichlet Energy
Weiqi Zhang, Guanlue Li, Jian-Heng Tang, Jia Li +1 more
2023International Conference on Information and Knowledge Management3 citations Open access
Semantic Scholar