A Duet Recommendation Algorithm Based on Jointly Local and Global Representation Learning. - Xiaoming Liu 011; Shaocong Wu; Zhaohan Zhang; Zhanwei Zhang; Yu Lan 001; Chao Shen 001 (CoRR, 2020)

AoA-and-Amplitude Fingerprint Based Indoor Intelligent Localization Scheme for 5G Wireless Communications. - Zhaohan Zhang; Liang Wu 001; Zaichen Zhang; Jian Dang; Bingcheng Zhu; Lei Wang 182 (WCSP, 2021)

Unify Local and Global Information for Top-N Recommendation. - Xiaoming Liu 011; Shaocong Wu; Zhaohan Zhang; Chao Shen 001 (SIGIR, 2022)

CoCo: Coherence-Enhanced Machine-Generated Text Detection Under Data Limitation With Contrastive Learning. - Xiaoming Liu 011; Zhaohan Zhang; Yichen Wang 002; Yu Lan 001; Chao Shen 001 (CoRR, 2022)

CoCo: Coherence-Enhanced Machine-Generated Text Detection Under Low Resource With Contrastive Learning. - Xiaoming Liu 011; Zhaohan Zhang; Yichen Wang 002; Hang Pu; Yu Lan 001; Chao Shen 001 (EMNLP, 2023)

Traffic Anomaly Prediction Based on Joint Static-Dynamic Spatio-Temporal Evolutionary Learning. - Xiaoming Liu 011; Zhanwei Zhang; Lingjuan Lyu; Zhaohan Zhang; Shuai Xiao 002; Chao Shen 001; Philip S. Yu (IEEE Trans. Knowl. Data Eng., 2023)

Does DetectGPT Fully Utilize Perturbation? Bridging Selective Perturbation to Fine-tuned Contrastive Learning Detector would be Better. - Shengchao Liu; Xiaoming Liu 011; Yichen Wang 002; Zehua Cheng; Chengzhengxu Li; Zhaohan Zhang; Yu Lan 001; Chao Shen 001 (ACL (1), 2024)

StablePT : Towards Stable Prompting for Few-shot Learning via Input Separation. - Xiaoming Liu 011; Chen Liu; Zhaohan Zhang; Chengzhengxu Li; Longtian Wang; Yu Lan 001; Chao Shen 001 (EMNLP (Findings), 2024)

Concentrate Attention: Towards Domain-Generalizable Prompt Optimization for Language Models. - Chengzhengxu Li; Xiaoming Liu 011; Zhaohan Zhang; Yichen Wang 002; Chen Liu; Yu Lan 001; Chao Shen 001 (NeurIPS, 2024)

Does DetectGPT Fully Utilize Perturbation? Bridge Selective Perturbation to Fine-tuned Contrastive Learning Detector would be Better. - Shengchao Liu; Xiaoming Liu 011; Yichen Wang 002; Zehua Cheng; Chengzhengxu Li; Zhaohan Zhang; Yu Lan 001; Chao Shen 001 (CoRR, 2024)

Iron Sharpens Iron: Defending Against Attacks in Machine-Generated Text Detection with Adversarial Training. - Yuanfan Li; Zhaohan Zhang; Chengzhengxu Li; Chao Shen; Xiaoming Liu (ACL (1), 2025)

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 (ACL (1), 2025)

Get Confused Cautiously: Textual Sequence Memorization Erasure with Selective Entropy Maximization. - Zhaohan Zhang; Ziquan Liu; Ioannis Patras (COLING, 2025)

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 (CoRR, 2025)