范子沛｜吉林大学｜学者主页

期刊论文

2026

FlightGen: Controllable Flight Trajectory Generation with Physics-Constrained Diffusion

Aiwei Zhang, Mengfan Li, Di Yao, Yi Lin, Zipei Fan, Minglong Lei, Yaqiong Liu, Shuai Ma, Jingping Bi

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

DOI

2026

Quality-aware generative distillation for robust and efficient livestock detection

Jin Liu, Weinan Hong, Lei Yao, Fanrong Kong, Zipei Fan, Lin Lei, Y M, Xinwei Li

Computers and Electronics in Agriculture

DOI

2026

Automated dairy cattle body condition score using side-view images and deep learning

Lei Yao, Fanrong Kong, Weinan Hong, Jin Liu, Xinwei Li, Zipei Fan, Lin Lei

Journal of Dairy Science

DOI

2026

Taming Spatial Heterophily and Temporal Irregularity: A Curriculum Learning Approach for Traffic Forecasting

Hongjun Wang, Zhiwen Zhang, J Chen, Zipei Fan, Renhe Jiang, Wei Yuan, Ryosuke Shibasaki, Xuan SONG

IEEE Transactions on Intelligent Transportation Systems

DOI

2026

Multifaceted Scenario-Aware Hypergraph Learning for Next POI Recommendation

Yuxi Lin, Yongkang Li, Jie Xing, Zipei Fan

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2026

Adaptive Multi-Level Graph Compression with Structural Preservation for Large-Scale Network

Lin Zhu, Zipei Fan, Xuan Song

DOI

2026

Boundary as Barrier: Boundary-Guided Coherence Refinement for Robust Semantic Segmentation

Jin Liu, Lei Yao, Weinan Hong, Y M, Fanrong Kong, Lin Lei, Zipei Fan

IEEE Signal Processing Letters

DOI

2026

DGMapping: Degeneration-Guided Adaptive Multisensor Fusion for Cost-Effective Mapping

Yu Liu, Zhongyu Li, Meiqi Zhou, Zipei Fan, Guanyuan Feng

IEEE Transactions on Instrumentation and Measurement

DOI

2026

Electric vehicle charging event prediction using local and global spatio-temporal diffusion point processes

Jiaqi Zhang, Zipei Fan, Fei Yuan, Xuan Song, Yu Zhang, Ryosuke Shibasaki

Information Sciences

DOI

2025

A decomposable multi-fusion spatio-temporal marine traffic flow forecasting algorithm: Taking the North Sea and Baltic Sea region as an example

Yi Yuan, Hetian Guo, Zipei Fan, Yingzhi Peng, Jiaqi Zhang, Xuan Song, Ryosuke Shibasaki

Transportation Research Part E-Logistics And Transportation Review，Vol. 203

DOI

2025

SideCow-VSS: A Video Semantic Segmentation Dataset and Benchmark for Intelligent Monitoring of Dairy Cows Health in Smart Ranch Environments

Lei Yao, Jin Liu, Weinan Hong, Fanrong Kong, Zipei Fan, Lin Lei, Xinwei Li

Veterinary Sciences

DOI

2025

Tiered Spatio-Temporal Difficulty: Curriculum Scheduler for Multi-Sensor Traffic Flow Prediction

Zhiwen Zhang, Hongjun Wang, Zipei Fan, Renhe Jiang, Wei Yuan, Xuan Song, Ryosuke Shibasaki

IEEE Transactions on Mobile Computing

DOI

2025

LLeCaT: LLM Enhanced Causality-Aware Traffic Accidents Post-Effects Prediction

Xiaojie Yang, Yicheng Tao, Hangli Ge, Zipei Fan, Rajendra A. Akerkar, Noboru Koshizuka

IEEE Transactions on Intelligent Transportation Systems

DOI

2025

CausalMob: Causal Human Mobility Prediction with LLMs-derived Human Intentions toward Public Events

Xiaojie Yang, Hangli Ge, Jiawei Wang, Zipei Fan, Renhe Jiang, Ryosuke Shibasaki, Noboru Koshizuka

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

DOI

2025

AISFuser: Encoding Maritime Graphical Representations With Temporal Attribute Modeling for Vessel Trajectory Prediction

Zhiwen Zhang, Wei Yuan, Zipei Fan, Xuan Song, Ryosuke Shibasaki

IEEE Transactions on Knowledge and Data Engineering

DOI

2024

Heterogeneous Hyperbolic Hypergraph Neural Network for Friend Recommendation in Location-based Social Networks

Yongkang Li, Zipei Fan, Xuan Song

ACM Transactions on Knowledge Discovery from Data

DOI

2024

Causality-Aware Next Location Prediction Framework based on Human Mobility Stratification

Xiaojie Yang, Zipei Fan, Hangli Ge, Takashi Michikata, Ryosuke Shibasaki, Noboru Koshizuka

IEEE Smart World Congress (SWC)

DOI

2024

Assessing the Spatial-Temporal Causal Impact of COVID-19-Related Policies on Epidemic Spread

Zhiwen Zhang, Hongjun Wang, Zipei Fan, Xuan Song, Ryosuke Shibasaki

ACM Transactions on Knowledge Discovery from Data

DOI

2024

Long-Term Vessel Trajectory Imputation with Physics-Guided Diffusion Probabilistic Model

Zhiwen Zhang, Zipei Fan, Zewu Lv, Xuan Song, Ryosuke Shibasaki

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

DOI

2024

Hyper-relational knowledge graph neural network for next POI recommendation

Jixiao Zhang, Yongkang Li, Ruotong Zou, Jingyuan Zhang, Renhe Jiang, Zipei Fan, Xuan Song

World Wide Web

DOI

2024

HHGNN: Heterogeneous Hypergraph Neural Network for Traffic Agents Trajectory Prediction in Grouping Scenarios

Hetian Guo, Yingzhi Peng, Zipei Fan, He Zhu, Xuan Song

Proceedings - IEEE International Conference on Robotics and Automation/Proceedings

DOI

预印本

2026

DLOSAC: Joint Spatial-Geometric Image Estimation via Delaunay-Guided Local Optimization RANSAC

Yu Liu, Zhou Meiqi, Zipei Fan, Guanyuan Feng, Xuan Song

arXiv (Cornell University)

2026

Towards Long-Horizon Vessel Trajectory and Destination Forecasting with Reasoning Large Language Models

Hongwei Wang, Miao Zhou, Fengde Wang, Yuting Wang, Jiewen Yu, Jun-Yan He, Bohao Qu, Wanbing Zhang, Xiuju Fu, Guo, Qing, Zipei Fan, Yingying Xing, Yi Yuan

arXiv (Cornell University)

DOI

范子沛

精选作品

期刊论文

FlightGen: Controllable Flight Trajectory Generation with Physics-Constrained Diffusion

Quality-aware generative distillation for robust and efficient livestock detection

Automated dairy cattle body condition score using side-view images and deep learning

Taming Spatial Heterophily and Temporal Irregularity: A Curriculum Learning Approach for Traffic Forecasting

Multifaceted Scenario-Aware Hypergraph Learning for Next POI Recommendation

Adaptive Multi-Level Graph Compression with Structural Preservation for Large-Scale Network

Boundary as Barrier: Boundary-Guided Coherence Refinement for Robust Semantic Segmentation

DGMapping: Degeneration-Guided Adaptive Multisensor Fusion for Cost-Effective Mapping

Electric vehicle charging event prediction using local and global spatio-temporal diffusion point processes

A decomposable multi-fusion spatio-temporal marine traffic flow forecasting algorithm: Taking the North Sea and Baltic Sea region as an example

SideCow-VSS: A Video Semantic Segmentation Dataset and Benchmark for Intelligent Monitoring of Dairy Cows Health in Smart Ranch Environments

Tiered Spatio-Temporal Difficulty: Curriculum Scheduler for Multi-Sensor Traffic Flow Prediction

LLeCaT: LLM Enhanced Causality-Aware Traffic Accidents Post-Effects Prediction

CausalMob: Causal Human Mobility Prediction with LLMs-derived Human Intentions toward Public Events

AISFuser: Encoding Maritime Graphical Representations With Temporal Attribute Modeling for Vessel Trajectory Prediction

Heterogeneous Hyperbolic Hypergraph Neural Network for Friend Recommendation in Location-based Social Networks

Causality-Aware Next Location Prediction Framework based on Human Mobility Stratification

Assessing the Spatial-Temporal Causal Impact of COVID-19-Related Policies on Epidemic Spread

Long-Term Vessel Trajectory Imputation with Physics-Guided Diffusion Probabilistic Model

Hyper-relational knowledge graph neural network for next POI recommendation

HHGNN: Heterogeneous Hypergraph Neural Network for Traffic Agents Trajectory Prediction in Grouping Scenarios

预印本

DLOSAC: Joint Spatial-Geometric Image Estimation via Delaunay-Guided Local Optimization RANSAC

Towards Long-Horizon Vessel Trajectory and Destination Forecasting with Reasoning Large Language Models

研究方向