| 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 |
| 2026 | ACL | Confidence Should Be Calibrated More Than One Turn Deep. | Zhaohan Zhang, Chengzhengxu Li, Xiaoming Liu, Chao Shen, Ziquan Liu, Ioannis Patras |
| 2026 | ACL | GrACE: A Generative Approach to Better Confidence Elicitation and Efficient Test-Time Scaling in Large Language Models. | Zhaohan Zhang, Ziquan Liu, Ioannis Patras |
| 2025 | ACL | Iron Sharpens Iron: Defending Against Attacks in Machine-Generated Text Detection with Adversarial Training. | Yuanfan Li, Zhaohan Zhang, Chengzhengxu Li, Chao Shen, Xiaoming Liu |
| 2025 | ACL | HACo-Det: A Study Towards Fine-Grained Machine-Generated Text Detection under Human-AI Coauthoring. | Zhixiong Su, Yichen Wang, Herun Wan, Zhaohan Zhang, Minnan Luo |
| 2025 | COLING | Get Confused Cautiously: Textual Sequence Memorization Erasure with Selective Entropy Maximization. | Zhaohan Zhang, Ziquan Liu, Ioannis Patras |
| 2025 | IJCNN | BDA-YOLO: Enhancing Thyroid Nodule Detection and Segmentation via Dynamic and Bidirectional Attention. | Yue Yu, Ruizuan Bao, Jingjun Gu, Zhaohan Zhang, Jiajun Bu |
| 2025 | IJCNN | SwinFusion-XL: Multi-Scale Fusion and Cross xLSTM for Enhanced Brain Tumor Segmentation. | Zhaohan Zhang, Ruizuan Bao, Jingjun Gu, Yue Yu, Jiajun Bu |
| 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 |
| 2022 | SIGIR | Unify Local and Global Information for Top-N Recommendation. | Xiaoming Liu, Shaocong Wu, Zhaohan Zhang, Chao Shen |