| 2026 | AAAI | Edge-Centric Relational Reasoning for 3D Scene Graph Prediction. | Yanni Ma, Hao Liu, Yulan Guo, Theo Gevers, Martin R. Oswald |
| 2025 | CSCWD | Semi-Structured Interview System Based on Fine-Tuned Large Language Model and Reinforcement Learning from Human Feedback. | Yanni Ma, Xin Zhao, Rong Zhao, Shaolong Chai, Wang Ying, Cheng Yao |
| 2025 | CSCWD | A Bio-Inspired Design Method Based on LLM: A Case Study of Flying Car Concept Design. | Xin Zhao, Yanni Ma, Wang Ying, Rong Zhao, Shaolong Chai, Cheng Yao |
| 2025 | ICMI | Understanding and Supporting Multimodal AI Chat Interactions of DHH College Students: an Empirical Study. | Nan Zhuang, Yanni Ma, Xin Zhao, Wang Ying, Shaolong Chai, Shitong Weng, Mengru Xue, Yuxi Mao, Cheng Yao |
| 2024 | ECCV | Heterogeneous Graph Learning for Scene Graph Prediction in 3D Point Clouds. | Yanni Ma, Hao Liu, Yun Pei, Yulan Guo |
| 2024 | IGARSS | Comparison of Pixel-Level and Feature-Level Image Fusion Networks for Slow-Moving Landslide Detection. | Qiong Wu, Yanni Ma, Yu Wang, Yangyang Chen, Yuanbiao Dong, Junchuan Yu, Daqing Ge, Si Liu |
| 2024 | IGARSS | Landslidenet: Adaptive Vision Foundation Model for Landslide Detection. | Junchuan Yu, Yichuan Li, Yangyang Chen, Changhong Hou, Daqing Ge, Yanni Ma, Qiong Wu |
| 2024 | IGARSS | Spatial-Temporal Hazard Prediction of Rainfall-Induced Landslides Using Multi-Modal Earth Observation Data. | Yangyang Chen, Junchuan Yu, Dongping Ming, Qiong Wu, Yanni Ma, Yuanbiao Dong, Rongyuan Liu, Daqing Ge |
| 2024 | IGARSS | Quantification of Potential Ice Road Evolution in the Pan-Arctic and its Impacts Through Remote Sensing Observations. | Yuanbiao Dong, Pengfeng Xiao, Xueliang Zhang, Daqing Ge, Junchuan Yu, Qiong Wu, Yangyang Chen, Yanni Ma, Rongyuan Liu |
| 2024 | IGARSS | The Extraction of Deformation Zone in Insar Based on the Lightweight Designed Model Bisnet Network. | Yanni Ma, Yangyang Chen, Qiong Wu, Junchuan Yu, Yuanbiao Dong |
| 2020 | WACV | Global Context Reasoning for Semantic Segmentation of 3D Point Clouds. | Yanni Ma, Yulan Guo, Hao Liu, Yinjie Lei, Gongjian Wen |