| 2025 | ICASSP | MF-BERT: A Siamese Pre-training Framework for Motion Forecasting. | Jianxin Shi, Jinhao Chen, Xiaolong Chen, Jun Ma, Tianyu Wo |
| 2025 | ICLR | You Only Sample Once: Taming One-Step Text-to-Image Synthesis by Self-Cooperative Diffusion GANs. | Yihong Luo, Xiaolong Chen, Xinghua Qu, Tianyang Hu, Jing Tang |
| 2025 | KDD | Optimizing Case-Based Reasoning System for Functional Test Script Generation with Large Language Models. | Siyuan Guo, Huiwu Liu, Xiaolong Chen, Yuming Xie, Liang Zhang, Tao Han, Hechang Chen, Yi Chang, Jun Wang |
| 2025 | KDD | Scalable Link Recommendation for Influence Maximization. | Xiaolong Chen, Jing Tang |
| 2025 | KDD | Understanding the Effect of Loss Functions on the Generalization of Recommendations. | Yuanhao Pu, Defu Lian, Xiaolong Chen, Jin Chen, Ze Liu, Enhong Chen |
| 2025 | KDD | FlowXpert: Expertizing Troubleshooting Workflow Orchestration with Knowledge Base and Multi-Agent Coevolution. | Binpeng Shi, Yu Luo, Jingya Wang, Yongxin Zhao, Shenglin Zhang, Bowen Hao, Chenyu Zhao, Yongqian Sun, Zhi Zhang, Ronghua Sun, Haihua Li, Wei Song, Xiaolong Chen, Jingbo Miao, Dan Pei |
| 2025 | WWW | HyperGate: Hierarchical Perceptive Gating Network for Multi-domain Multi-task Recommendation. | Xu Huang, Xiaolong Chen, Yichao Wang, Weiwen Liu, Yang Yang, Xingmei Wang, Defu Lian, Ruiming Tang |
| 2024 | HPCC | Optimal Feature Extraction and State of Health Estimation for Incremental Capacity Curves Based on Bayesian Optimization. | Heng Li, Huihui Yang, Yunsheng Fan, Xiaolong Chen, Yue Wu |
| 2024 | ICML | Learning-Efficient Yet Generalizable Collaborative Filtering for Item Recommendation. | Yuanhao Pu, Xiaolong Chen, Xu Huang, Jin Chen, Defu Lian, Enhong Chen |
| 2024 | SMC | Remaining Useful Life Prediction of Lithium-Ion Batteries Using Lag-Llama Model with Auto-Correlation Analysis. | Heng Li, Zeyu Zhu, Xiaolong Chen, Yunsheng Fan, Lishen Yan, Weirong Liu |
| 2024 | WWW | Link Recommendation to Augment Influence Diffusion with Provable Guarantees. | Xiaolong Chen, Yifan Song, Jing Tang |
| 2024 | WISE | Satellite-Driven Deep Learning Algorithm for Bathymetry Extraction. | Xiaohan Zhang, Xiaolong Chen, Wei Han, Xiaohui Huang, Yunliang Chen, Jianxin Li, Lizhe Wang |
| 2023 | SIGIR | RecStudio: Towards a Highly-Modularized Recommender System. | Defu Lian, Xu Huang, Xiaolong Chen, Jin Chen, Xingmei Wang, Yankai Wang, Haoran Jin, Rui Fan, Zheng Liu, Le Wu, Enhong Chen |
| 2021 | HPCC | The Digital Twin Model of Chemical Production Systems in Smart Factories: A Case Study. | Heng Li, Zheng Liu, Wei Yuan, Guiheng Chen, Xiaolong Chen, Yingze Yang, Jun Peng |
| 2021 | IECON | Adaptive Iterative Sliding Mode Control: Development, Synthesis, and Application of a Flexure-Joint Biaxial Gantry Stage. | Wenxin Wang, Jun Ma, Zilong Cheng, Xiaoxue Zhang, Xiaolong Chen, Xiaocong Li, Tong Heng Lee |
| 2021 | IECON | sGS-sPALM for Optimal Decentralized Control: A Distributed Optimization Approach. | Xiaoxue Zhang, Jun Ma, Zilong Cheng, Wenxin Wang, Xiaolong Chen, Tong Heng Lee |
| 2021 | SMC | Towards Adaptive Robust Control and Optimization for Constrained Uncertain Under-Actuated Mechanical Systems. | Xiaolong Chen, Jun Ma, Zilong Cheng, Xiaoxue Zhang, Wenxin Wang, Han Zhao, Abdullah Al Mamun, Tong Heng Lee |
| 2021 | SMC | Robust Control of a Two-Degree-of-Freedom Flexure-Based Nanopositioner for Planar Scanning Tasks. | Zilong Cheng, Jun Ma, Wenxin Wang, Xiaoxue Zhang, Xiaolong Chen, Xiaocong Li, Haiyue Zhu, Tong Heng Lee |
| 2020 | GECCO | An improved brain storm optimization algorithm for fuzzy distributed hybrid flowshop scheduling with setup time. | Jun-Qing Li, Hui Yu, Xiaolong Chen, Wenhan Li, Yu Du, Yu-Yan Han |
| 2020 | ISCAS | A 1μW-to-158μW Output Power Pseudo Open-Loop Boost DC-DC with 86.7% Peak Efficiency using Frequency-Programmable Oscillator and Hybrid Zero Current Detection. | Xiaolong Chen, Enbin Gong, Hao Zhang, Le Ye, Ru Huang |
| 2020 | ISCAS | 2.4-GHz 16-QAM Passive Backscatter Transmitter for Wireless Self-Power Chips in IoT. | Enbin Gong, Hao Zhang, Xiaolong Chen, Le Ye, Ru Huang |
| 2020 | IECON | Design of RBF-Udwadia Controller for Mechanical Systems Considering Non-holonomic Reference Trajectory. | Xiaolong Chen, Wenyu Liang, Han Zhao, Abdullah Al Mamun |
| 2019 | AINA | Performance of the 25 Gbps/100 Gbps Fullmesh RoCE Network Using Mellanox ConnetX-4 Lx Adapter and Ruijie S6500 Ethernet Switch. | Hui Li, Xiaolong Chen, Tao Song, Haiyin Chen, Hao Chen |
| 2017 | ICNC | Degree-correlaed vaccination in aymmetric interacting spreading dynamics. | Quan-Hui Liu, Xiaolong Chen, Wei Wang |
| 2016 | IGARSS | Micro-Doppler signatures of sea surface targets and applications to radar detection. | Xiaolong Chen, Jian Guan, Zhijian Zhao, Hao Ding |
| 2011 | ICNC | Terrain aided navigation for autonomous underwater vehicle. | Xiaolong Chen, Ye Li |