| 2026 | AAAI | MGT-Prism: Enhancing Domain Generalization for Machine-Generated Text Detection via Spectral Alignment. | Shengchao Liu, Xiaoming Liu, Chengzhengxu Li, Zhaohan Zhang, Guoxin Ma, Yu Lan, Shuai Xiao |
| 2026 | ACL | Can Reasoning Path still be Effective as Input? Bridging Post-Reasoning to Chain-of-Thought Compression. | Chengzhengxu Li, Xiaoming Liu, Zhaohan Zhang, Shengchao Liu, Guoxin Ma, Yu Lan, Cong Wang, Chao Shen |
| 2025 | AAAI | Imagine: Image-Guided 3D Part Assembly with Structure Knowledge Graph. | Weihao Wang, Yu Lan, Mingyu You, Bin He |
| 2025 | ICCV | Completing 3D Partial Assemblies with View-Consistent 2D-3D Correspondence. | Weihao Wang, Yu Lan, Mingyu You, Bin He |
| 2024 | AAAI | Dialogue for Prompting: A Policy-Gradient-Based Discrete Prompt Generation for Few-Shot Learning. | Chengzhengxu Li, Xiaoming Liu, Yichen Wang, Duyi Li, Yu Lan, Chao Shen |
| 2024 | ACL | Does DetectGPT Fully Utilize Perturbation? Bridging Selective Perturbation to Fine-tuned Contrastive Learning Detector would be Better. | Shengchao Liu, Xiaoming Liu, Yichen Wang, Zehua Cheng, Chengzhengxu Li, Zhaohan Zhang, Yu Lan, Chao Shen |
| 2024 | EMNLP | StablePT : Towards Stable Prompting for Few-shot Learning via Input Separation. | Xiaoming Liu, Chen Liu, Zhaohan Zhang, Chengzhengxu Li, Longtian Wang, Yu Lan, Chao Shen |
| 2023 | EMNLP | CoCo: Coherence-Enhanced Machine-Generated Text Detection Under Low Resource With Contrastive Learning. | Xiaoming Liu, Zhaohan Zhang, Yichen Wang, Hang Pu, Yu Lan, Chao Shen |
| 2018 | GLOBECOM | Bit-Level Power-Law Queueing Theory with Applications in LTE Networks. | Xi Peng, Bo Bai, Gong Zhang, Yu Lan, Haofeng Qi, Don Towsley |