Zhengxiao Liu

12 papers A* 3Journal 5Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Beyond the Covariance Trap: Unlocking Generalization in Same-Subject Knowledge Editing for Large Language Models.
CoRR
Xiyu Liu, Qingyi Si, Zhengxiao Liu, Chenxu Yang, Naibin Gu, Zheng Lin
2025 A* conf
Relation Also Knows: Rethinking the Recall and Editing of Factual Associations in Auto-Regressive Transformer Language Models.
AAAI
Xiyu Liu, Zhengxiao Liu, Naibin Gu, Zheng Lin, Wanli Ma, Ji Xiang, Weiping Wang
2025 J jnl
Synergistic Integration and Discrepancy Resolution of Contextualized Knowledge for Personalized Recommendation.
CoRR
Lingyu Mu, Hao Deng, Haibo Xing, Kaican Lin, Zhitong Zhu, Yu Zhang, Xiaoyi Zeng, Zhengxiao Liu, Zheng Lin, Jinxin Hu
2025 A* conf
Trust-GRS: A Trustworthy Training Framework for Graph Neural Network Based Recommender Systems Against Shilling Attacks.
AAAI
Lingyu Mu, Zhengxiao Liu, Zhitong Zhu, Zheng Lin
2025 J jnl
Unveiling and Eliminating the Shortcut Learning for Locate-Then-Edit Knowledge Editing via Both Subject and Relation Awareness.
CoRR
Xiyu Liu, Zhengxiao Liu, Naibin Gu, Zheng Lin, Ji Xiang, Weiping Wang
2024 J jnl
Relation Also Knows: Rethinking the Recall and Editing of Factual Associations in Auto-Regressive Transformer Language Models.
CoRR
Xiyu Liu, Zhengxiao Liu, Naibin Gu, Zheng Lin, Wanli Ma, Ji Xiang, Weiping Wang
2023 — conf
A Gradient Control Method for Backdoor Attacks on Parameter-Efficient Tuning.
ACL (1)
Naibin Gu, Peng Fu, Xiyu Liu, Zhengxiao Liu, Zheng Lin, Weiping Wang
2023 — conf
Maximum Entropy Loss, the Silver Bullet Targeting Backdoor Attacks in Pre-trained Language Models.
ACL (Findings)
Zhengxiao Liu, Bowen Shen, Zheng Lin, Fali Wang, Weiping Wang
2022 A* conf
COST-EFF: Collaborative Optimization of Spatial and Temporal Efficiency with Slenderized Multi-exit Language Models.
EMNLP
Bowen Shen, Zheng Lin, Yuanxin Liu, Zhengxiao Liu, Lei Wang, Weiping Wang
2022 J jnl
COST-EFF: Collaborative Optimization of Spatial and Temporal Efficiency with Slenderized Multi-exit Language Models.
CoRR
Bowen Shen, Zheng Lin, Yuanxin Liu, Zhengxiao Liu, Lei Wang, Weiping Wang
2021 — conf
MACROBERT: Maximizing Certified Region of BERT to Adversarial Word Substitutions.
DASFAA (2)
Fali Wang, Zheng Lin, Zhengxiao Liu, Mingyu Zheng, Lei Wang, Daren Zha
2020 — conf
DE-CO: A Two-Step Spelling Correction Model for Combating Adversarial Typos.
ISPA/BDCloud/SocialCom/SustainCom
Zhengxiao Liu, Fali Wang, Zheng Lin, Lei Wang, Zhiyi Yin