| 2026 | COMPSAC | Enabling Large Language Model Based Data Synthesis in Wireless Mesh Network Configuration for Internet of Things. | Aitian Ma, Jean Marco Cruz, Dongsheng Luo, Mo Sha |
| 2026 | DATA | Enabling Efficient Domain Adaptation via Noise-Enhanced Flow Matching. | Aitian Ma, Dongsheng Luo, Mo Sha |
| 2026 | SAC | MMFNet: Multi-Scale Frequency Masking Neural Network for Time Series Forecasting. | Aitian Ma, Dongsheng Luo, Mo Sha |
| 2025 | ICMLA | LoRaDoctor: LLM-Driven Diagnosis and Adaptive Policy Optimization for Reducing Packet Error Rate in LoRaWAN Networks. | Dongyi Ma, Aitian Ma, Sirui Luo, Martin de Jode, Andrew Hudson-Smith, Mo Sha |
| 2025 | INFOCOM | A Feasibility Study on Using LoRa Link Characteristics to Predict Ambient Air Temperature. | Aitian Ma, Jean Carlos Tonday Rodriguez, Mo Sha, Dongsheng Luo |
| 2025 | SAC | WMN-CDA: Contrastive Domain Adaptation for Wireless Mesh Network Configuration. | Aitian Ma, Mo Sha |
| 2024 | ICCCN | Enabling Reliable Environmental Sensing with LoRa, Energy Harvesting, and Domain Adaptation. | Aitian Ma, Jean Carlos Tonday Rodriguez, Mo Sha |
| 2024 | ICLR | Parametric Augmentation for Time Series Contrastive Learning. | Xu Zheng, Tianchun Wang, Wei Cheng, Aitian Ma, Haifeng Chen, Mo Sha, Dongsheng Luo |