Chengzhengxu Li

15 papers A* 3Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2026 A* conf
MGT-Prism: Enhancing Domain Generalization for Machine-Generated Text Detection via Spectral Alignment.
AAAI
Shengchao Liu, Xiaoming Liu, Chengzhengxu Li, Zhaohan Zhang, Guoxin Ma, Yu Lan, Shuai Xiao
2026 J jnl
MLLM-4D: Towards Visual-based Spatial-Temporal Intelligence.
CoRR
Xingyilang Yin, Chengzhengxu Li, Jiahao Chang, Chi-Man Pun, Xiaodong Cun
2025 J jnl
DEER: Disentangled Mixture of Experts with Instance-Adaptive Routing for Generalizable Machine-Generated Text Detection.
CoRR
Guoxin Ma, Xiaoming Liu, Zhanhan Zhang, Chengzhengxu Li, Shengchao Liu, Yu Lan
2025 — conf
Iron Sharpens Iron: Defending Against Attacks in Machine-Generated Text Detection with Adversarial Training.
ACL (1)
Yuanfan Li, Zhaohan Zhang, Chengzhengxu Li, Chao Shen, Xiaoming Liu
2025 J jnl
Iron Sharpens Iron: Defending Against Attacks in Machine-Generated Text Detection with Adversarial Training.
CoRR
Yuanfan Li, Zhaohan Zhang, Chengzhengxu Li, Chao Shen, Xiaoming Liu
2025 J jnl
MGT-Prism: Enhancing Domain Generalization for Machine-Generated Text Detection via Spectral Alignment.
CoRR
Shengchao Liu, Xiaoming Liu, Chengzhengxu Li, Zhaohan Zhang, Guoxin Ma, Yu Lan, Shuai Xiao
2025 J jnl
Upfront Chain-of-Thought: A Cooperative Framework for Chain-of-Thought Compression.
CoRR
Chengzhengxu Li, Xiaoming Liu, Zhaohan Zhang, Shaochu Zhang, Shengchao Liu, Guoxin Ma, Yu Lan, Chao Shen
2024 A* conf
Concentrate Attention: Towards Domain-Generalizable Prompt Optimization for Language Models.
NeurIPS
Chengzhengxu Li, Xiaoming Liu, Zhaohan Zhang, Yichen Wang, Chen Liu, Yu Lan, Chao Shen
2024 J jnl
Concentrate Attention: Towards Domain-Generalizable Prompt Optimization for Language Models.
CoRR
Chengzhengxu Li, Xiaoming Liu, Zhaohan Zhang, Yichen Wang, Chen Liu, Yu Lan, Chao Shen
2024 A* conf
Dialogue for Prompting: A Policy-Gradient-Based Discrete Prompt Generation for Few-Shot Learning.
AAAI
Chengzhengxu Li, Xiaoming Liu, Yichen Wang, Duyi Li, Yu Lan, Chao Shen
2024 J jnl
Does DetectGPT Fully Utilize Perturbation? Bridge Selective Perturbation to Fine-tuned Contrastive Learning Detector would be Better.
CoRR
Shengchao Liu, Xiaoming Liu, Yichen Wang, Zehua Cheng, Chengzhengxu Li, Zhaohan Zhang, Yu Lan, Chao Shen
2024 — conf
Does DetectGPT Fully Utilize Perturbation? Bridging Selective Perturbation to Fine-tuned Contrastive Learning Detector would be Better.
ACL (1)
Shengchao Liu, Xiaoming Liu, Yichen Wang, Zehua Cheng, Chengzhengxu Li, Zhaohan Zhang, Yu Lan, Chao Shen
2024 — conf
StablePT : Towards Stable Prompting for Few-shot Learning via Input Separation.
EMNLP (Findings)
Xiaoming Liu, Chen Liu, Zhaohan Zhang, Chengzhengxu Li, Longtian Wang, Yu Lan, Chao Shen
2024 J jnl
StablePT: Towards Stable Prompting for Few-shot Learning via Input Separation.
CoRR
Xiaoming Liu, Chen Liu, Zhaohan Zhang, Chengzhengxu Li, Longtian Wang, Yu Lan, Chao Shen
2023 J jnl
Dialogue for Prompting: a Policy-Gradient-Based Discrete Prompt Optimization for Few-shot Learning.
CoRR
Chengzhengxu Li, Xiaoming Liu, Yichen Wang, Duyi Li, Yu Lan, Chao Shen