- Towards Universal Mesh Movement Networks.
Mingrui Zhang, Chunyang Wang, Stephan C Kramer, Joseph G Wallwork, Siyi Li, Jiancheng Liu, Xiang Chen, and Matthew Piggott.
Advances in Neural Information Processing Systems, 37:14934–14961, 2024. - Online PCA in Converging Self-Consistent Field Equations.
Xihan Li, Xiang Chen, Rasul Tutunov, Haitham Bou Ammar, Lei Wang, and Jun Wang.
Advances in Neural Information Processing Systems, 36:48138–48149, 2023. - Automatic Differentiable Nonequilibrium Green’s Function Formalism: An End-to-End Differentiable Quantum Transport Simulator.
Zhanghao Zhouyin, Xiang Chen, Peng Zhang, Jun Wang, and Lei Wang.
Physical Review B, 108(19):195143, 2023. - BI-GreenNet: Learning Green’s Functions by Boundary Integral Network.
Guochang Lin, Fukai Chen, Pipi Hu, Xiang Chen, Junqing Chen, Jun Wang, and Zuoqiang Shi.
Communications in Mathematics and Statistics, 11(1):103–129, 2023. - BINet: Learn to Solve Partial Differential Equations with Boundary Integral Networks.
Guochang Lin, Pipi Hu, Fukai Chen, Xiang Chen, Junqing Chen, Jun Wang, and Zuoqiang Shi.
CSIAM Transactions on Applied Mathematics, 4(2):275–305, 2023. - M2N: Mesh Movement Networks for PDE Solvers.
Wenbin Song, Mingrui Zhang, Joseph G Wallwork, Junpeng Gao, Zheng Tian, Fanglei Sun, Matthew Piggott, Junqing Chen, Zuoqiang Shi, Xiang Chen, and Jun Wang.
Advances in Neural Information Processing Systems, 35:7199–7210, 2022. - Performance-Guaranteed ODE Solvers with Complexity-Informed Neural Networks.
Feng Zhao, Xiang Chen, Jun Wang, Zuoqiang Shi, and Shao-Lun Huang.
In The Symbiosis of Deep Learning and Differential Equations, NeurIPS 2021 Workshop. 2021.
- Delay-Optimal Buffer-Aware Scheduling with Adaptive Transmission.
Xiang Chen, Wei Chen, Joohyun Lee, and Ness B Shroff.
IEEE Transactions on Communications, 65(7):2917–2930, 2017. - Delay-Optimal Probabilistic Scheduling in Green Communications with Arbitrary Arrival and Adaptive Transmission.
Xiang Chen, Wei Chen, Joohyun Lee, and Ness B Shroff.
IEEE International Conference on Communications (ICC), pages 1–6. IEEE, 2017. - Delay-Optimal Probabilistic Scheduling for Low-Complexity Wireless Links with Fixed Modulation and Coding: A Cross-Layer Design.
Xiang Chen and Wei Chen.
IEEE Transactions on Vehicular Technology, 65(10):8036–8051, 2015. - Joint Channel-Buffer Aware Energy-Efficient Scheduling over Fading Channels with Short Coherent Time.
Xiang Chen and Wei Chen.
IEEE International Conference on Communications (ICC), pages 2810–2815. IEEE, 2015. - Delay-Optimal Buffer-Aware Probabilistic Scheduling with Adaptive Transmission.
Xiang Chen and Wei Chen.
IEEE/CIC International Conference on Communications in China (ICCC), pages 1–6. IEEE, 2015. - A Joint Channel-Aware and Buffer-Aware Scheduling for Energy-Efficient Transmission over Fading Channels with Long Coherent Time.
Xiang Chen and Wei Chen.
IEEE Global Conference on Signal and Information Processing (GlobalSIP), pages 103–107. IEEE, 2014. - On the Optimality of the Threshold-Based Scheduling in Green Communications: A New Proof.
Xiang Chen and Wei Chen.
IEEE International Conference on Communication Systems, pages 36–40. IEEE, 2014. - Capacity of the Broadcasting Phase of Time-Varying Two-Way Relaying.
Xiang Chen and Wei Chen.
IEEE International Wireless Symposium (IWS), pages 1–4. IEEE, 2013.
