Fan Ding

96 papers A* 6A 6B 6C 4Misc 2Journal 59Unranked 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
KnowDiffuser: A Knowledge-Guided Diffusion Planner with LLM Reasoning.
CoRR
Fan Ding, Xuewen Luo, Fengze Yang, Bo Yu, Hwa Hui Tew, Ganesh Krishnasamy, Junn Yong Loo
2025 — conf
"What's Happening"- A Human-centered Multimodal Interpreter Explaining the Actions of Autonomous Vehicles.
WACV (Workshops)
Xuewen Luo, Fan Ding, Ruiqi Chen, Rishikesh Panda, Junnyong Loo, Shuyun Zhang
2025 J jnl
"What's Happening"- A Human-centered Multimodal Interpreter Explaining the Actions of Autonomous Vehicles.
CoRR
Xuewen Luo, Fan Ding, Ruiqi Chen, Rishikesh Panda, Junn Yong Loo, Shuyun Zhang
2025 J jnl
A convergent cross-mapping approach for unveiling congestion spatial causality in urban traffic networks.
Comput. Aided Civ. Infrastructure Eng.
Jiannan Mao, Hao Huang, Yu Gu, Weike Lu, Tianli Tang, Fan Ding
2025 J jnl
A hybrid dung beetle optimization algorithm with improved weak cooperation for multi-objective workflow scheduling in heterogeneous cloud environments.
Clust. Comput.
Fan Ding, Lizhi Lv, Meng Zhou, Rui Zhang
2025 J jnl
Drive As You Like: Strategy-Level Motion Planning Based on A Multi-Head Diffusion Model.
CoRR
Fan Ding, Xuewen Luo, Hwa Hui Tew, Ruturaj Reddy, Xikun Wang, Junn Yong Loo
2025 J jnl
GSMT: Graph Fusion and Spatiotemporal TaskCorrection for Multi-Bus Trajectory Prediction.
CoRR
Fan Ding, Hwa Hui Tew, Junn Yong Loo, Susilawati, LiTong Liu, Fang Yu Leong, Xuewen Luo, Kar Keong Chin, Jia Jun Gan
2025 J jnl
KANS: Knowledge Discovery Graph Attention Network for Soft Sensing in Multivariate Industrial Processes.
CoRR
Hwa Hui Tew, Gaoxuan Li, Fan Ding, Xuewen Luo, Junn Yong Loo, Chee-Ming Ting, Ze Yang Ding, Chee Pin Tan
2025 A* conf
RPG: Linux Kernel Fuzzing Guided by Distribution-Specific Runtime Parameter Interfaces.
ASE
Yuhan Chen, Yuheng Shen, Guoyu Yin, Fan Ding, Runzhe Wang, Tao Ma, Xiaohai Shi, Qiang Fu, Ying Fu, Heyuan Shi
2025 Misc conf
ST-HCSS: Deep Spatio-Temporal Hypergraph Convolutional Neural Network for Soft Sensing.
ICASSP
Hwa Hui Tew, Fan Ding, Gaoxuan Li, Junn Yong Loo, Chee-Ming Ting, Ze Yang Ding, Chee Pin Tan
2025 J jnl
ST-HCSS: Deep Spatio-Temporal Hypergraph Convolutional Neural Network for Soft Sensing.
CoRR
Hwa Hui Tew, Fan Ding, Gaoxuan Li, Junn Yong Loo, Chee-Ming Ting, Ze Yang Ding, Chee Pin Tan
2025 — conf
SenseRAG: Constructing Environmental Knowledge Bases with Proactive Querying for LLM-Based Autonomous Driving.
WACV (Workshops)
Xuewen Luo, Fan Ding, Fengze Yang, Yang Zhou, Junnyong Loo, Hwa Hui Tew, Chenxi Liu
2025 J jnl
SenseRAG: Constructing Environmental Knowledge Bases with Proactive Querying for LLM-Based Autonomous Driving.
CoRR
Xuewen Luo, Fan Ding, Fengze Yang, Yang Zhou, Junn Yong Loo, Hwa Hui Tew, Chenxi Liu
2025 J jnl
Ternary Message Passing Decoding of High-Rate Regular LDPC Codes.
IEEE Commun. Lett.
Qiushi Xu, Ming Jiang, Fan Ding, Yi Wang
2024 J jnl
A hybrid method for intercity transport mode identification based on mobility features and sequential relations mined from cellular signaling data.
Comput. Aided Civ. Infrastructure Eng.
Fan Ding, Yongyi Zhang, Jiankun Peng, Yuming Ge, Tao Qu, Xingyuan Tao, Jun Chen
2024 J jnl
A traffic state prediction method based on spatial-temporal data mining of floating car data by using autoformer architecture.
Comput. Aided Civ. Infrastructure Eng.
Shuangzhi Yu, Jiankun Peng, Yuming Ge, Xinlian Yu, Fan Ding, Shen Li, Charlie Ma
2024 B conf
Cross-Domain Transfer Learning Using Attention Latent Features for Multi-Agent Trajectory Prediction.
SMC
Jia Quan Loh, Xuewen Luo, Fan Ding, Hwa Hui Tew, Junn Yong Loo, Ze Yang Ding, Susilawati, Chee Pin Tan
2024 J jnl
Cross-Domain Transfer Learning using Attention Latent Features for Multi-Agent Trajectory Prediction.
CoRR
Jia Quan Loh, Xuewen Luo, Fan Ding, Hwa Hui Tew, Junn Yong Loo, Ze Yang Ding, Susilawati, Chee Pin Tan
2024 B conf
Energy-Efficient Hybrid Model Predictive Trajectory Planning for Autonomous Electric Vehicles.
SMC
Fan Ding, Xuewen Luo, Gaoxuan Li, Hwa Hui Tew, Junn Yong Loo, Wai Tong Chor, A. S. M. Bakibillah, Ziyuan Zhao, Zhiyu Tao
2024 J jnl
Energy-efficient Hybrid Model Predictive Trajectory Planning for Autonomous Electric Vehicles.
CoRR
Fan Ding, Xuewen Luo, Gaoxuan Li, Hwa Hui Tew, Junn Yong Loo, Wai Tong Chor, A. S. M. Bakibillah, Ziyuan Zhao, Zhiyu Tao
2024 J jnl
Estimating Maize Crop Height and Aboveground Biomass Using Multi-Source Unmanned Aerial Vehicle Remote Sensing and Optuna-Optimized Ensemble Learning Algorithms.
Remote. Sens.
Yafeng Li, Changchun Li, Qian Cheng, Fuyi Duan, Weiguang Zhai, Zongpeng Li, Bohan Mao, Fan Ding, Xiaohui Kuang, Zhen Chen
2024 B conf
FedBChain: A Blockchain-Enabled Federated Learning Framework for Improving DeepConvLSTM with Comparative Strategy Insights.
SMC
Gaoxuan Li, Chern Hong Lim, Qiyao Ma, Xinyu Tang, Hwa Hui Tew, Fan Ding, Xuewen Luo
2024 J jnl
Field-tested signal controller to mitigate spillover using trajectory data.
Comput. Aided Civ. Infrastructure Eng.
Yu Han, Zhe Han, Fan Ding, Fuliang Li, Hao Wang, Xingmin Wang
2024 J jnl
Finite-Blocklength Analysis of Coded Modulation with Retransmission.
Entropy
Ming Jiang, Yi Wang, Fan Ding, Qiushi Xu
2024 J jnl
Intelligent Real-Time Self-Adaptive Electromagnetic Wave Suppressor System Functional in Broadband.
IEEE Access
Weibin Sun, Fan Ding, Xujin Yuan, Honglin Yuan, Hongcheng Yin, Mingji Chen
2024 B conf
KANS: Knowledge Discovery Graph Attention Network for Soft Sensing in Multivariate Industrial Processes.
SMC
Hwa Hui Tew, Gaoxuan Li, Fan Ding, Xuewen Luo, Junn Yong Loo, Chee-Ming Ting, Ze Yang Ding, Chee Pin Tan
2024 — conf
Learning to Design Constellation of MLC With Geometric Shaping.
ICCT
Fan Ding, Ming Jiang, Yi Wang, Qiushi Xu, Qiang Wang
2024 J jnl
Multi-random ensemble on Partial Least Squares regression to predict wheat yield and its losses across water and nitrogen stress with hyperspectral remote sensing.
Comput. Electron. Agric.
Bohan Mao, Qian Cheng, Li Chen, Fuyi Duan, Xiaoxiao Sun, Yafeng Li, Zongpeng Li, Weiguang Zhai, Fan Ding, Hao Li, Zhen Chen
2024 J jnl
PKRD-CoT: A Unified Chain-of-thought Prompting for Multi-Modal Large Language Models in Autonomous Driving.
CoRR
Xuewen Luo, Fan Ding, Yinsheng Song, Xiaofeng Zhang, Junn Yong Loo
2023 J jnl
A 2D-connected automated vehicle car-following control algorithm.
Comput. Aided Civ. Infrastructure Eng.
Ran Yi, Yang Zhou, Jishun Ou, Xin Wang, Fan Ding, Qinghui Nie
2023 J jnl
Analysis of Public Space in Historic Districts Based on Community Governance and Neural Networks.
IEEE Access
Fan Ding, Yunying Ren, Sotirios K. Goudos, Ya Zhao
2023 J jnl
CatBoost algorithm for estimating maize above-ground biomass using unmanned aerial vehicle-based multi-source sensor data and SPAD values.
Comput. Electron. Agric.
Weiguang Zhai, Changchun Li, Shuaipeng Fei, Yanghua Liu, Fan Ding, Qian Cheng, Zhen Chen
2023 J jnl
Data locality-aware and QoS-aware dynamic cloud workflow scheduling in Hadoop for heterogeneous environment.
Int. J. Web Grid Serv.
Fan Ding, Minjin Ma
2023 J jnl
Determined Reverberant Blind Source Separation of Audio Mixing Signals.
Intell. Autom. Soft Comput.
Senquan Yang, Fan Ding, Jianjun Liu, Pu Li, Songxi Hu
2023 J jnl
Enhancing Wheat Above-Ground Biomass Estimation Using UAV RGB Images and Machine Learning: Multi-Feature Combinations, Flight Height, and Algorithm Implications.
Remote. Sens.
Weiguang Zhai, Changchun Li, Qian Cheng, Bohan Mao, Zongpeng Li, Yafeng Li, Fan Ding, Siqing Qin, Shuaipeng Fei, Zhen Chen
2023 J jnl
Exploring Multisource Feature Fusion and Stacking Ensemble Learning for Accurate Estimation of Maize Chlorophyll Content Using Unmanned Aerial Vehicle Remote Sensing.
Remote. Sens.
Weiguang Zhai, Changchun Li, Qian Cheng, Fan Ding, Zhen Chen
2023 J jnl
Gain self-adjusting single neuron PID control method and experiments for longitudinal relative position of harvester and transport vehicle.
Comput. Electron. Agric.
Fan Ding, Wenyu Zhang, Xiwen Luo, Lian Hu, Zhigang Zhang, Mingchang Wang, Hongkai Li, Mingda Peng, Xinluo Wu, Liwen Hu, Tian Zhang
2023 J jnl
Parking precise alignment control and cotransporter system for rice harvester and transporter.
Comput. Electron. Agric.
Wenyu Zhang, Liwen Hu, Fan Ding, Xiwen Luo, Zhigang Zhang, Lian Hu, Peikui Huang, Mingda Peng
2023 J jnl
Static High Target-Induced False Alarm Suppression in Circular Synthetic Aperture Radar Moving Target Detection Based on Trajectory Features.
Remote. Sens.
Wenjie Shen, Fan Ding, Yanping Wang, Yang Li, Jinping Sun, Yun Lin, Wen Jiang, Shuo Wang
2022 J jnl
A Feature-Based Approach to Large-Scale Freeway Congestion Detection Using Full Cellular Activity Data.
IEEE Trans. Intell. Transp. Syst.
Shen Li, Yang Cheng, Peter Jing Jin, Fan Ding, Qing Li, Bin Ran
2022 J jnl
Boosting single-cell gene regulatory network reconstruction via bulk-cell transcriptomic data.
Briefings Bioinform.
Hantao Shu, Fan Ding, Jingtian Zhou, Yexiang Xue, Dan Zhao, Jianyang Zeng, Jianzhu Ma
2022 J jnl
Ground-Based SAR Moving Target Refocusing Based on Relative Speed for Monitoring Mine Slopes.
Remote. Sens.
Wenjie Shen, Shuo Wang, Yun Lin, Yang Li, Fan Ding, Yanping Wang
2022 J jnl
HLifeRL: A hierarchical lifelong reinforcement learning framework.
J. King Saud Univ. Comput. Inf. Sci.
Fan Ding, Fei Zhu
2022 J jnl
IIPA-Net: Joint Illumination-Invariant and Pose-Aligned Feature Learning for Person Reidentification.
J. Sensors
Senquan Yang, Fan Ding, Haoxiang Wen, Pu Li, Songxi Hu
2022 J jnl
Multi-Parameter Inversion of AIEM by Using Bi-Directional Deep Neural Network.
Remote. Sens.
Yu Wang, Zi He, Ying Yang, Dazhi Ding, Fan Ding, Xun-Wang Dang
2022 J jnl
Provable Constrained Stochastic Convex Optimization with XOR-Projected Gradient Descent.
CoRR
Fan Ding, Yijie Wang, Jianzhu Ma, Yexiang Xue
2022 A* conf
Proximal Exploration for Model-guided Protein Sequence Design.
ICML
Zhizhou Ren, Jiahan Li, Fan Ding, Yuan Zhou, Jianzhu Ma, Jian Peng
2022 — conf
Suppress Target Height Induced False Alarm in CSAR Moving Target Detection.
SSPS
Fan Ding, Wenjie Shen, Yang Li, Yun Lin, Yanping Wang
2022 — conf
Two-stream LSTM Network with Hybrid Attention for Vehicle Trajectory Prediction.
ITSC
Chao Li, Zhanwen Liu, Jiaying Zhang, Yang Wang, Fan Ding, Xiangmo Zhao
2022 J jnl
X-MEN: Guaranteed XOR-Maximum Entropy Constrained Inverse Reinforcement Learning.
CoRR
Fan Ding, Yexiang Xue
2022 A conf
X-MEN: guaranteed XOR-maximum entropy constrained inverse reinforcement learning.
UAI
Fan Ding, Yexiang Xue
2021 J jnl
Hyperspectral Estimation of Winter Wheat Leaf Area Index Based on Continuous Wavelet Transform and Fractional Order Differentiation.
Sensors
Changchun Li, Yilin Wang, Chunyan Ma, Fan Ding, Yacong Li, Weinan Chen, Jingbo Li, Zhen Xiao
2021 A conf
PALM: Probabilistic area loss Minimization for Protein Sequence Alignment.
UAI
Fan Ding, Nan Jiang, Jianzhu Ma, Jian Peng, Jinbo Xu, Yexiang Xue
2021 J jnl
Wheat Ear Recognition Based on RetinaNet and Transfer Learning.
Sensors
Jingbo Li, Changchun Li, Shuaipeng Fei, Chunyan Ma, Weinan Chen, Fan Ding, Yilin Wang, Yacong Li, Jinjin Shi, Zhen Xiao
2021 A* conf
XOR-CD: Linearly Convergent Constrained Structure Generation.
ICML
Fan Ding, Jianzhu Ma, Jinbo Xu, Yexiang Xue
2021 A conf
XOR-SGD: provable convex stochastic optimization for decision-making under uncertainty.
UAI
Fan Ding, Yexiang Xue
2020 J jnl
A Convolutional Neural Network with Parallel Multi-Scale Spatial Pooling to Detect Temporal Changes in SAR Images.
CoRR
Jiawei Chen, Rongfang Wang, Fan Ding, Bo Liu, Licheng Jiao, Jie Zhang
2020 J jnl
A Convolutional Neural Network with Parallel Multi-Scale Spatial Pooling to Detect Temporal Changes in SAR Images.
Remote. Sens.
Jiawei Chen, Rongfang Wang, Fan Ding, Bo Liu, Licheng Jiao, Jie Zhang
2020 J jnl
A Light-Weighted Convolutional Neural Network for Bitemporal SAR Image Change Detection.
CoRR
Rongfang Wang, Fan Ding, Licheng Jiao, Jiawei Chen, Bo Liu, Wenping Ma, Mi Wang
2020 C conf
A Lightweight Convolutional Neural Network for Bitemporal Image Change Detection.
IGARSS
Rongfang Wang, Fan Ding, Jiawei Chen, Licheng Jiao, Liang Wang
2020 — conf
Contrastive Divergence Learning with Chained Belief Propagation.
PGM
Fan Ding, Yexiang Xue
2020 B conf
Effects of Brightness on Distance Judgments in Head Mounted Displays.
SAP
Fan Ding, Soheil Sepahyar, Scott Kuhl
2020 J jnl
Positioning correction method for rice transplanters based on the attitude of the implement.
Comput. Electron. Agric.
Jie He, Xiwen Luo, Zhigang Zhang, Pei Wang, Jing He, Binbin Yue, Fan Ding, Qiming Zhu
2020 C conf
SAR Image Change Detection Method via a Pyramid Pooling Convolutional Neural Network.
IGARSS
Rongfang Wang, Fan Ding, Jiawei Chen, Bo Liu, Jie Zhang, Licheng Jiao
2020 A conf
Stein Variational Inference for Discrete Distributions.
AISTATS
Jun Han, Fan Ding, Xianglong Liu, Lorenzo Torresani, Jian Peng, Qiang Liu
2020 J jnl
Stein Variational Inference for Discrete Distributions.
CoRR
Jun Han, Fan Ding, Xianglong Liu, Lorenzo Torresani, Jian Peng, Qiang Liu
2020 A conf
Towards Efficient Discrete Integration via Adaptive Quantile Queries.
ECAI
Fan Ding, Hanjing Wang, Ashish Sabharwal, Yexiang Xue
2019 J jnl
AdaWISH: Faster Discrete Integration via Adaptive Quantiles.
CoRR
Fan Ding, Hanjing Wang, Ashish Sabharwal, Yexiang Xue
2019 J jnl
Automatic and high-quality surface mesh generation for CAD models.
Comput. Aided Des.
Jianwei Guo, Fan Ding, Xiaohong Jia, Dong-Ming Yan
2019 J jnl
Dynamical Analysis of Rumor Spreading Model With Incubation Mechanism and Activity of Nodes.
IEEE Access
Liang'an Huo, Fan Ding, Tingting Lin, Shengwei Yao
2018 J jnl
Dynamical Analysis of Rumor Spreading Model considering Node Activity in Complex Networks.
Complex.
Liang'an Huo, Fan Ding, Chen Liu, Yingying Cheng
2018 J jnl
Hybrid Destination-Based Jamming and Opportunistic Scheduling with Optimal Power Allocation to Secure Multiuser Untrusted Relay Networks.
Inf.
Fan Ding, Yongming Zhou
2018 A* conf
Progressive Generative Hashing for Image Retrieval.
IJCAI
Yuqing Ma, Yue He, Fan Ding, Sheng Hu, Jun Li, Xianglong Liu
2018 C conf
Study on Secret Sharing for SM2 Digital Signature and Its Application.
CIS
Fan Ding, Yihong Long, Peili Wu
2018 J jnl
Surface remeshing with robust user-guided segmentation.
Comput. Vis. Media
Dawar Khan, Dong-Ming Yan, Fan Ding, Yixin Zhuang, Xiaopeng Zhang
2015 J jnl
Dynamic MPI parallel task scheduling based on a master-worker pattern in cloud computing.
Int. J. Auton. Adapt. Commun. Syst.
Fan Ding, Sandra Wienke, Ruisheng Zhang
2014 J jnl
A High-Pressure Bi-Directional Cycloid Rotor Flowmeter.
Sensors
Shuo Liu, Fan Ding, Chuan Ding, Zaipeng Man
2013 — conf
A Study on Today's Cloud Environments for HPC Applications.
CLOSER (Selected Papers)
Fan Ding, Dieter an Mey, Sandra Wienke, Ruisheng Zhang, Lian Li
2013 C conf
An HPC Application Deployment Model on Azure Cloud for SMEs.
CLOSER
Fan Ding, Dieter an Mey, Sandra Wienke, Ruisheng Zhang, Lian Li
2012 J jnl
Diagrams for contact 5-manifolds.
J. Lond. Math. Soc.
Fan Ding, Hansjörg Geiges, Otto van Koert
2011 J jnl
A Novel Network Traffic Anomaly Detection Model Based on Superstatistics Theory.
J. Networks
Yue Yang, Hanping Hu, Wei Xiong, Fan Ding
2010 — conf
A Practical Availability Risk Assessment Framework in ITIL.
SOSE
Hui Liu, Yue Lin, Peng Chen, Lufeng Jin, Fan Ding
2010 — conf
A QoS-Based Scheduling Approach for Complex Workflow Applications.
ChinaGrid
Fan Ding, Ruisheng Zhang, Keyin Ruan, Jiazao Lin, Zhili Zhao
2010 — conf
A User-Friendly Task Editor Environment for Large-scale Virtual Screening Application.
GCC
Keyin Ruan, Ruisheng Zhang, Fan Ding, Lian Li, Zhili Zhao, Jiazao Lin
2010 J jnl
Aliasing radar receiver in FMICW system.
IEICE Electron. Express
Fan Ding, Xiaojing Huang, Biyang Wen, Zhisheng Yan
2010 J jnl
Ship detection and tracking using multi-frequency HFSWR.
IEICE Electron. Express
Xiaojing Huang, Biyang Wen, Fan Ding
2008 B conf
A Study on Effectiveness of Syntactic Relationship in Dependence Retrieval Model.
IJCNLP
Fan Ding, Bin Wang
2008 — conf
An Axiomatic Approach to Exploit Term Dependencies in Language Model.
AIRS
Fan Ding, Bin Wang
2008 A conf
Entity-based query reformulation using wikipedia.
CIKM
Yang Xu, Fan Ding, Bin Wang
2008 A* conf
Information Retrieval Oriented Word Segmentation based on Character Association Strength Ranking.
EMNLP
Yi-Xuan Liu, Bin Wang, Fan Ding, Sheng Xu
2008 J jnl
Query Performance Prediction for Information Retrieval Based on Covering Topic Score.
J. Comput. Sci. Technol.
Hao Lang, Bin Wang, Gareth J. F. Jones, Jin-Tao Li, Fan Ding, Yi-Xuan Liu
2008 A* conf
Utilizing phrase based semantic information for term dependency.
SIGIR
Yang Xu, Fan Ding, Bin Wang
2007 — conf
Constructing Structural Alignment of RNA Sequences by Detecting and Assessing Conserved Stems.
LSMS (2)
Xiaoyong Fang, Zhigang Luo, Bo Yuan, Zhenghua Wang, Fan Ding
2007 Misc conf
The detection and assessment of possible RNA secondary structure using multiple sequence alignment.
SAC
Xiaoyong Fang, Zhenghua Wang, Zhigang Luo, Bo Yuan, Fan Ding
2006 — conf
Large-Scale DNA Sequence Assembly by Using Computing Grid.
GCC Workshops
Xiaoyong Fang, Zhigang Luo, Zhenghua Wang, Fan Ding
2001 J jnl
On the Unitary Orbit of Complex Matrices.
SIAM J. Matrix Anal. Appl.
Fan Ding, Xingzhi Zhan