DE-CO: A Two-Step Spelling Correction Model for Combating Adversarial Typos. - Zhengxiao Liu; Fali Wang; Zheng Lin 001; Lei Wang 135; Zhiyi Yin (ISPA/BDCloud/SocialCom/SustainCom, 2020)

MACROBERT: Maximizing Certified Region of BERT to Adversarial Word Substitutions. - Fali Wang; Zheng Lin 001; Zhengxiao Liu; Mingyu Zheng; Lei Wang 135; Daren Zha (DASFAA (2), 2021)

COST-EFF: Collaborative Optimization of Spatial and Temporal Efficiency with Slenderized Multi-exit Language Models. - Bowen Shen; Zheng Lin 001; Yuanxin Liu; Zhengxiao Liu; Lei Wang 135; Weiping Wang 005 (EMNLP, 2022)

A Gradient Control Method for Backdoor Attacks on Parameter-Efficient Tuning. - Naibin Gu; Peng Fu 008; Xiyu Liu 003; Zhengxiao Liu; Zheng Lin 001; Weiping Wang 005 (ACL (1), 2023)

Maximum Entropy Loss, the Silver Bullet Targeting Backdoor Attacks in Pre-trained Language Models. - Zhengxiao Liu; Bowen Shen; Zheng Lin 001; Fali Wang; Weiping Wang 005 (ACL (Findings), 2023)

Relation Also Knows: Rethinking the Recall and Editing of Factual Associations in Auto-Regressive Transformer Language Models. - Xiyu Liu 003; Zhengxiao Liu; Naibin Gu; Zheng Lin 001; Wanli Ma; Ji Xiang; Weiping Wang 005 (AAAI, 2025)

Trust-GRS: A Trustworthy Training Framework for Graph Neural Network Based Recommender Systems Against Shilling Attacks. - Lingyu Mu; Zhengxiao Liu; Zhitong Zhu; Zheng Lin 001 (AAAI, 2025)

Unveiling and Eliminating the Shortcut Learning for Locate-Then-Edit Knowledge Editing via Both Subject and Relation Awareness. - Xiyu Liu 003; Zhengxiao Liu; Naibin Gu; Zheng Lin 001; Ji Xiang; Weiping Wang 005 (CoRR, 2025)