| 2025 | ECAI | AIRES: A General Framework for Efficient Intrinsic Rewards Based on Attention Mechanisms. | Xin Liu, Jie Tan, Li Shen, Xu Wang, Guoli Wu, Xiaoguang Ren, Huadong Dai |
| 2025 | ICRA | FutureNet-LoF: Joint Trajectory Prediction and Lane Occupancy Field Prediction with Future Context Encoding. | Mingkun Wang, Xiaoguang Ren, Ruochun Jin, Minglong Li, Xiaochuan Zhang, Changqian Yu, Mingxu Wang, Wenjing Yang |
| 2024 | SMC | Closed-Loop Predictive Control for Adaptive Optics via Neural Networks. | Haining Hu, Qianchong Sun, Yuchen Hua, Jie Tan, Xiaoguang Ren, Rongkai Zhang, Xin Liu |
| 2023 | ACML | KURL: A Knowledge-Guided Reinforcement Learning Model for Active Object Tracking. | Xin Liu, Jie Tan, Xiaoguang Ren, Weiya Ren, Huadong Dai |
| 2023 | ICANN | Air-to-Ground Active Object Tracking via Reinforcement Learning. | Xin Liu, Weiya Ren, Jie Tan, Xiaochuan Zhang, Xiaoguang Ren, Huadong Dai |
| 2023 | ICRA | GANet: Goal Area Network for Motion Forecasting. | Mingkun Wang, Xinge Zhu, Changqian Yu, Wei Li, Yuexin Ma, Ruochun Jin, Xiaoguang Ren, Dongchun Ren, Mingxu Wang, Wenjing Yang |
| 2021 | ICANN | Independent Deep Deterministic Policy Gradient Reinforcement Learning in Cooperative Multiagent Pursuit Games. | Shiyang Zhou, Weiya Ren, Xiaoguang Ren, Yanzhen Wang, Xiaodong Yi |
| 2021 | ICONIP | Know-GNN: An Explainable Knowledge-Guided Graph Neural Network for Fraud Detection. | Yizhuo Rao, Xianya Mi, Chengyuan Duan, Xiaoguang Ren, Jiajun Cheng, Yu Chen, Hongliang You, Qiang Gao, Zhixian Zeng, Xiao Wei |
| 2021 | PRICAI | KG-RL: A Knowledge-Guided Reinforcement Learning for Massive Battle Games. | Shiyang Zhou, Weiya Ren, Xiaoguang Ren, Xianya Mi, Xiaodong Yi |
| 2021 | WISE | Knowledge-Guided Fraud Detection Using Semi-supervised Graph Neural Network. | Yizhuo Rao, Xiaoguang Ren, Chengyuan Duan, Xianya Mi, Jiajun Cheng, Yu Chen, Hongliang You, Qiang Gao, Zhixian Zeng, Xiao Wei |
| 2016 | PDCAT | DMRPar: A Dynamic Mesh Repartitioning Scheme for Dam Break Simulations in OpenFOAM. | Miao Wang, Xiaoguang Ren, Chao Li, Zhiling Li |
| 2013 | ICA3PP | A Message Logging Protocol Based on User Level Failure Mitigation. | Xunyun Liu, Xinhai Xu, Xiaoguang Ren, Yuhua Tang, Ziqing Dai |
| 2010 | CASES | Improving scratchpad allocation with demand-driven data tiling. | Xuejun Yang, Li Wang, Jingling Xue, Tao Tang, Xiaoguang Ren, Sen Ye |
| 2010 | HPCC | Sim-spm: A SimpleScalar-Based Simulator for Multi-level SPM Memory Hierarchy Architecture. | Xiaoguang Ren, Yuhua Tang, Tao Tang, Sen Ye, Huiquan Wang, Jing Zhou |
| 2010 | ISPA | Power-Efficient Work Distribution Method for CPU-GPU Heterogeneous System. | Guibin Wang, Xiaoguang Ren |
| 2009 | ICPADS | Program Optimization of Array-Intensive SPEC2k Benchmarks on Multithreaded GPU Using CUDA and Brook+. | Guibin Wang, Tao Tang, Xudong Fang, Xiaoguang Ren |