| Coco: Coherence-enhanced machine-generated text detection under low resource with contrastive learning X Liu, Z Zhang, Y Wang, H Pu, Y Lan, C Shen EMNLP 2023 (co-first author), 16167-16188, 2023 | 94* | 2023 |
| Does detectgpt fully utilize perturbation? bridging selective perturbation to fine-tuned contrastive learning detector would be better S Liu, X Liu, Y Wang, Z Cheng, C Li, Z Zhang, Y Lan, C Shen ACL 2024, 2024 | 21* | 2024 |
| Traffic anomaly prediction based on joint static-dynamic spatio-temporal evolutionary learning X Liu, Z Zhang, L Lyu, Z Zhang, S Xiao, C Shen, PS Yu IEEE Transactions on Knowledge and Data Engineering 35 (5), 5356-5370, 2022 | 20 | 2022 |
| Unify local and global information for top-n recommendation X Liu, S Wu, Z Zhang, C Shen Proceedings of the 45th International ACM SIGIR Conference on Research and …, 2022 | 12 | 2022 |
| Concentrate Attention: Towards Domain-Generalizable Prompt Optimization for Language Models C Li, X Liu, Z Zhang, Y Wang, C Liu, Y Lan, C Shen NeurIPS 2024, 2024 | 8 | 2024 |
| Iron Sharpens Iron: Defending Against Attacks in Machine-Generated Text Detection with Adversarial Training Y Li, Z Zhang, C Li, C Shen, X Liu ACL 2025 (co-first author), 2025 | 7 | 2025 |
| Stablept: Towards stable prompting for few-shot learning via input separation X Liu, C Liu, Z Zhang, C Li, L Wang, Y Lan, C Shen Findings of EMNLP 2024, 2024 | 7 | 2024 |
| Get confused cautiously: Textual sequence memorization erasure with selective entropy maximization Z Zhang, Z Liu, I Patras COLING 2025, 2024 | 6 | 2024 |
| HACo-Det: A Study Towards Fine-Grained Machine-Generated Text Detection under Human-AI Coauthoring Z Su, Y Wang, H Wan, Z Zhang, M Luo ACL 2025, 2025 | 4 | 2025 |
| Grace: A generative approach to better confidence elicitation in large language models Z Zhang, Z Liu, I Patras arXiv preprint arXiv:2509.09438, 2025 | 2 | 2025 |
| MGT-Prism: Enhancing Domain Generalization for Machine-Generated Text Detection via Spectral Alignment S Liu, X Liu, C Li, Z Zhang, G Ma, Y Lan, S Xiao AAAI 2026, 2025 | 2 | 2025 |
| Upfront Chain-of-Thought: A Cooperative Framework for Chain-of-Thought Compression C Li, X Liu, Z Zhang, S Zhang, S Liu, G Ma, Y Lan, C Shen arXiv preprint arXiv:2510.08647, 2025 | | 2025 |
Chao ShenChair Professor, IEEE Fellow, Xi'an Jiaotong UniversityVerified email at cmu.edu
