Publications

Yuke Li, Zhonghao Chen, Xiaoyi Lu (2026). When RDMA Goes Long-Haul: Characterization, Modeling, and Verbs-Level Emulation with Implications for Federated Learning. HPDC ‘26.

Jin Lee, Zhonghao Chen, Xuhang He, Robert Underwood, Bogdan Nicolae, Franck Cappello, Xiaoyi Lu, Sheng Di, Zheng Zhang (2026). SPARe: Stacked Parallelism with Adaptive Reordering for Fault-Tolerant LLM Pretraining Systems with 100k+ GPUs. ICML ‘26.

Zhonghao Chen, Yuke Li, Xiaoyi Lu (2026). FedMECA: Scalable Federated Learning via Memory-Efficient and Concurrent Aggregation. CAIS ‘26.

Adam Weingram, Duo Zhang, Zhonghao Chen, Hao Qi, Xiaoyi Lu (2025). HPC-R1: Characterizing R1-like Large Reasoning Models on HPC. SC ‘25.

Jitao Bai, Keyong Yang, Zhonghao Chen, Jiahe Liang, Simiao Zhang, Yu Diao (2025). Geometry and Material Criteria for Low-Carbon Design of I/H-Beams in Sustainable Steel Structures Considering Both Mechanical Properties and Carbon Emissions. Materials, 18(21) (2025).

Zhonghao Chen, Weicong Chen, Duo Zhang, Kibaek Kim, Guanpeng Li, Sheng Di, Xiaoyi Lu (2025). FedDES: Discrete Event Based Performance Simulation for Federated Learning Systems. SEC ‘25.

Zhonghao Chen, Yuke Li, Duo Zhang, Xiaoyi Lu (2025). Can Long-Haul RDMA Benefit Federated Learning?. SC ‘25.

Jitao Bai, Zhonghao Chen, Simiao Zhang, Jiahe Liang (2025). Building form optimization for renewable energy-economic utility of flexible solar cells as building integrated photovoltaics. Sustainable Cities and Society, 133 (2025), 106819.

Ying Zhang, Jitao Bai, Yu Diao, Zhonghao Chen, Chu Wang, Kun Yang, Zeng Gao, Huajie Wei (2024). Risk and Energy Based Optimization for Fire Monitoring System in Utility Tunnel Using Cellular Automata. Sustainability, 16(11) (2024), 4717.

Zhonghao Chen (2023). Deep Learning Techniques for EEG-Based BCI: Analysis and Applications. In 2023 16th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI).