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2020 – today
- 2026
[c6]Shengchao Liu, Xiaoming Liu, Chengzhengxu Li, Zhaohan Zhang, Guoxin Ma, Yu Lan, Shuai Xiao:
MGT-Prism: Enhancing Domain Generalization for Machine-Generated Text Detection via Spectral Alignment. AAAI 2026: 32132-32140- [i9]Xingyilang Yin, Chengzhengxu Li, Jiahao Chang, Chi-Man Pun, Xiaodong Cun:
MLLM-4D: Towards Visual-based Spatial-Temporal Intelligence. CoRR abs/2603.00515 (2026) - 2025
- [c5]Yuanfan Li, Zhaohan Zhang, Chengzhengxu Li, Chao Shen, Xiaoming Liu:
Iron Sharpens Iron: Defending Against Attacks in Machine-Generated Text Detection with Adversarial Training. ACL (1) 2025: 3091-3113 - [i8]Yuanfan Li, Zhaohan Zhang, Chengzhengxu Li, Chao Shen, Xiaoming Liu
:
Iron Sharpens Iron: Defending Against Attacks in Machine-Generated Text Detection with Adversarial Training. CoRR abs/2502.12734 (2025) - [i7]Shengchao Liu, Xiaoming Liu, Chengzhengxu Li, Zhaohan Zhang, Guoxin Ma, Yu Lan, Shuai Xiao:
MGT-Prism: Enhancing Domain Generalization for Machine-Generated Text Detection via Spectral Alignment. CoRR abs/2508.13768 (2025) - [i6]Chengzhengxu Li, Xiaoming Liu, Zhaohan Zhang, Shaochu Zhang, Shengchao Liu, Guoxin Ma, Yu Lan, Chao Shen:
Upfront Chain-of-Thought: A Cooperative Framework for Chain-of-Thought Compression. CoRR abs/2510.08647 (2025) - [i5]Guoxin Ma, Xiaoming Liu, Zhanhan Zhang, Chengzhengxu Li, Shengchao Liu, Yu Lan:
DEER: Disentangled Mixture of Experts with Instance-Adaptive Routing for Generalizable Machine-Generated Text Detection. CoRR abs/2511.01192 (2025) - 2024
- [c4]Chengzhengxu Li, Xiaoming Liu, Yichen Wang, Duyi Li, Yu Lan, Chao Shen:
Dialogue for Prompting: A Policy-Gradient-Based Discrete Prompt Generation for Few-Shot Learning. AAAI 2024: 18481-18489 - [c3]Shengchao Liu, Xiaoming Liu, Yichen Wang, Zehua Cheng, Chengzhengxu Li, Zhaohan Zhang, Yu Lan, Chao Shen:
Does DetectGPT Fully Utilize Perturbation? Bridging Selective Perturbation to Fine-tuned Contrastive Learning Detector would be Better. ACL (1) 2024: 1874-1889 - [c2]Xiaoming Liu, Chen Liu, Zhaohan Zhang, Chengzhengxu Li, Longtian Wang, Yu Lan, Chao Shen:
StablePT : Towards Stable Prompting for Few-shot Learning via Input Separation. EMNLP (Findings) 2024: 9259-9273 - [c1]Chengzhengxu Li, Xiaoming Liu, Zhaohan Zhang, Yichen Wang, Chen Liu, Yu Lan, Chao Shen:
Concentrate Attention: Towards Domain-Generalizable Prompt Optimization for Language Models. NeurIPS 2024 - [i4]Shengchao Liu, Xiaoming Liu, Yichen Wang, Zehua Cheng, Chengzhengxu Li, Zhaohan Zhang, Yu Lan, Chao Shen:
Does DetectGPT Fully Utilize Perturbation? Bridge Selective Perturbation to Fine-tuned Contrastive Learning Detector would be Better. CoRR abs/2402.00263 (2024) - [i3]Xiaoming Liu, Chen Liu, Zhaohan Zhang, Chengzhengxu Li, Longtian Wang, Yu Lan, Chao Shen:
StablePT: Towards Stable Prompting for Few-shot Learning via Input Separation. CoRR abs/2404.19335 (2024) - [i2]Chengzhengxu Li, Xiaoming Liu, Zhaohan Zhang, Yichen Wang, Chen Liu, Yu Lan, Chao Shen:
Concentrate Attention: Towards Domain-Generalizable Prompt Optimization for Language Models. CoRR abs/2406.10584 (2024) - 2023
- [i1]Chengzhengxu Li, Xiaoming Liu, Yichen Wang, Duyi Li, Yu Lan, Chao Shen:
Dialogue for Prompting: a Policy-Gradient-Based Discrete Prompt Optimization for Few-shot Learning. CoRR abs/2308.07272 (2023)
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