| 2025 | ICASSP | ST-HCSS: Deep Spatio-Temporal Hypergraph Convolutional Neural Network for Soft Sensing. | Hwa Hui Tew, Fan Ding, Gaoxuan Li, Junn Yong Loo, Chee-Ming Ting, Ze Yang Ding, Chee Pin Tan |
| 2025 | WACV | "What's Happening"- A Human-centered Multimodal Interpreter Explaining the Actions of Autonomous Vehicles. | Xuewen Luo, Fan Ding, Ruiqi Chen, Rishikesh Panda, Junnyong Loo, Shuyun Zhang |
| 2025 | WACV | SenseRAG: Constructing Environmental Knowledge Bases with Proactive Querying for LLM-Based Autonomous Driving. | Xuewen Luo, Fan Ding, Fengze Yang, Yang Zhou, Junnyong Loo, Hwa Hui Tew, Chenxi Liu |
| 2024 | SMC | Energy-Efficient Hybrid Model Predictive Trajectory Planning for Autonomous Electric Vehicles. | Fan Ding, Xuewen Luo, Gaoxuan Li, Hwa Hui Tew, Junn Yong Loo, Wai Tong Chor, A. S. M. Bakibillah, Ziyuan Zhao, Zhiyu Tao |
| 2024 | SMC | FedBChain: A Blockchain-Enabled Federated Learning Framework for Improving DeepConvLSTM with Comparative Strategy Insights. | Gaoxuan Li, Chern Hong Lim, Qiyao Ma, Xinyu Tang, Hwa Hui Tew, Fan Ding, Xuewen Luo |
| 2024 | SMC | Cross-Domain Transfer Learning Using Attention Latent Features for Multi-Agent Trajectory Prediction. | Jia Quan Loh, Xuewen Luo, Fan Ding, Hwa Hui Tew, Junn Yong Loo, Ze Yang Ding, Susilawati, Chee Pin Tan |
| 2024 | SMC | KANS: Knowledge Discovery Graph Attention Network for Soft Sensing in Multivariate Industrial Processes. | Hwa Hui Tew, Gaoxuan Li, Fan Ding, Xuewen Luo, Junn Yong Loo, Chee-Ming Ting, Ze Yang Ding, Chee Pin Tan |
| 2022 | ICML | Proximal Exploration for Model-guided Protein Sequence Design. | Zhizhou Ren, Jiahan Li, Fan Ding, Yuan Zhou, Jianzhu Ma, Jian Peng |
| 2022 | UAI | X-MEN: guaranteed XOR-maximum entropy constrained inverse reinforcement learning. | Fan Ding, Yexiang Xue |
| 2021 | ICML | XOR-CD: Linearly Convergent Constrained Structure Generation. | Fan Ding, Jianzhu Ma, Jinbo Xu, Yexiang Xue |
| 2021 | UAI | PALM: Probabilistic area loss Minimization for Protein Sequence Alignment. | Fan Ding, Nan Jiang, Jianzhu Ma, Jian Peng, Jinbo Xu, Yexiang Xue |
| 2021 | UAI | XOR-SGD: provable convex stochastic optimization for decision-making under uncertainty. | Fan Ding, Yexiang Xue |
| 2020 | AISTATS | Stein Variational Inference for Discrete Distributions. | Jun Han, Fan Ding, Xianglong Liu, Lorenzo Torresani, Jian Peng, Qiang Liu |
| 2020 | ECAI | Towards Efficient Discrete Integration via Adaptive Quantile Queries. | Fan Ding, Hanjing Wang, Ashish Sabharwal, Yexiang Xue |
| 2020 | IGARSS | A Lightweight Convolutional Neural Network for Bitemporal Image Change Detection. | Rongfang Wang, Fan Ding, Jiawei Chen, Licheng Jiao, Liang Wang |
| 2020 | IGARSS | SAR Image Change Detection Method via a Pyramid Pooling Convolutional Neural Network. | Rongfang Wang, Fan Ding, Jiawei Chen, Bo Liu, Jie Zhang, Licheng Jiao |
| 2018 | CIS | Study on Secret Sharing for SM2 Digital Signature and Its Application. | Fan Ding, Yihong Long, Peili Wu |
| 2018 | IJCAI | Progressive Generative Hashing for Image Retrieval. | Yuqing Ma, Yue He, Fan Ding, Sheng Hu, Jun Li, Xianglong Liu |
| 2013 | CLOSER | An HPC Application Deployment Model on Azure Cloud for SMEs. | Fan Ding, Dieter an Mey, Sandra Wienke, Ruisheng Zhang, Lian Li |
| 2013 | CLOSER | A Study on Today's Cloud Environments for HPC Applications. | Fan Ding, Dieter an Mey, Sandra Wienke, Ruisheng Zhang, Lian Li |
| 2008 | CIKM | Entity-based query reformulation using wikipedia. | Yang Xu, Fan Ding, Bin Wang |
| 2008 | EMNLP | Information Retrieval Oriented Word Segmentation based on Character Association Strength Ranking. | Yi-Xuan Liu, Bin Wang, Fan Ding, Sheng Xu |
| 2008 | IJCNLP | A Study on Effectiveness of Syntactic Relationship in Dependence Retrieval Model. | Fan Ding, Bin Wang |
| 2008 | SIGIR | Utilizing phrase based semantic information for term dependency. | Yang Xu, Fan Ding, Bin Wang |
| 2007 | SAC | The detection and assessment of possible RNA secondary structure using multiple sequence alignment. | Xiaoyong Fang, Zhenghua Wang, Zhigang Luo, Bo Yuan, Fan Ding |