Automatic microaneurysm detection in fundus image based on local cross-section transformation and multi-feature fusion. - Jingyu Du; Beiji Zou 001; Changlong Chen; Ziwen Xu; Qing Liu 003 (Comput. Methods Programs Biomed., 2020)

Multi-branch Multi-task 3D-CNN for Alzheimer's Disease Detection. - Junhu Li; Beiji Zou 001; Ziwen Xu; Qing Liu 003 (PRCV (3), 2021)

A Dark and Bright Channel Prior Guided Deep Network for Retinal Image Quality Assessment. - Ziwen Xu; Beiji Zou 001; Qing Liu 003 (PRCV (3), 2021)

Context-Aware Data Augmentation for LIDAR 3d Object Detection. - Xuzhong Hu; Zaipeng Duan; Xiao Huang; Ziwen Xu; Delie Ming; Jie Ma 003 (ICIP, 2023)

EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models. - Peng Wang 104; Ningyu Zhang 001; Bozhong Tian; Zekun Xi; Yunzhi Yao; Ziwen Xu; Mengru Wang; Shengyu Mao; Xiaohan Wang; Siyuan Cheng 008; Kangwei Liu; Yuansheng Ni; et al. (CoRR, 2023)

A deep retinal image quality assessment network with salient structure priors. - Ziwen Xu; Beiji Zou 001; Qing Liu 003 (Multim. Tools Appl., 2023)

Detoxifying Large Language Models via Knowledge Editing. - Mengru Wang; Ningyu Zhang 001; Ziwen Xu; Zekun Xi; Shumin Deng; Yunzhi Yao; Qishen Zhang; Linyi Yang; Jindong Wang 001; Huajun Chen (ACL (1), 2024)

Knowledge Mechanisms in Large Language Models: A Survey and Perspective. - Mengru Wang; Yunzhi Yao; Ziwen Xu; Shuofei Qiao; Shumin Deng; Peng Wang 104; Xiang Chen 016; Jia-Chen Gu; Yong Jiang 001; Pengjun Xie; Fei Huang 002; Huajun Chen; et al. (EMNLP (Findings), 2024)

WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models. - Peng Wang 104; Zexi Li; Ningyu Zhang 001; Ziwen Xu; Yunzhi Yao; Yong Jiang 001; Pengjun Xie; Fei Huang 002; Huajun Chen (NeurIPS, 2024)

Knowledge Circuits in Pretrained Transformers. - Yunzhi Yao; Ningyu Zhang 001; Zekun Xi; Mengru Wang; Ziwen Xu; Shumin Deng; Huajun Chen (NeurIPS, 2024)

Overview of the NLPCC 2024 Shared Task 10: Regulating Large Language Models. - Chenxi Wang; Ziwen Xu; Mengru Wang; Xiang Chen 016; Shumin Deng; Ningyu Zhang 001 (NLPCC (5), 2024)

A Comprehensive Study of Knowledge Editing for Large Language Models. - Ningyu Zhang 001; Yunzhi Yao; Bozhong Tian; Peng Wang 104; Shumin Deng; Mengru Wang; Zekun Xi; Shengyu Mao; Jintian Zhang; Yuansheng Ni; Siyuan Cheng 008; Ziwen Xu; et al. (CoRR, 2024)

EasyInstruct: An Easy-to-use Instruction Processing Framework for Large Language Models. - Yixin Ou; Ningyu Zhang 001; Honghao Gui; Ziwen Xu; Shuofei Qiao; Yida Xue; Runnan Fang; Kangwei Liu; Lei Li 040; Zhen Bi; Guozhou Zheng; Huajun Chen (CoRR, 2024)

Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms. - Mengru Wang; Ziwen Xu; Shengyu Mao; Shumin Deng; Zhaopeng Tu; Huajun Chen; Ningyu Zhang 001 (ACL (1), 2025)

ADS-Edit: A Multimodal Knowledge Editing Dataset for Autonomous Driving Systems. - Chenxi Wang; Jizhan Fang; Xiang Chen 016; Bozhong Tian; Ziwen Xu; Huajun Chen; Ningyu Zhang 001 (CoRR, 2025)

FVQ: A Large-Scale Dataset and A LMM-based Method for Face Video Quality Assessment. - Sijing Wu; Yunhao Li; Ziwen Xu; Yixuan Gao; Huiyu Duan; Wei Sun 029; Guangtao Zhai (CoRR, 2025)

EasyEdit2: An Easy-to-use Steering Framework for Editing Large Language Models. - Ziwen Xu; Shuxun Wang; Kewei Xu; Haoming Xu; Mengru Wang; Xinle Deng; Yunzhi Yao; Guozhou Zheng; Huajun Chen; Ningyu Zhang 001 (CoRR, 2025)

Model Merging in Pre-training of Large Language Models. - Yunshui Li; Yiyuan Ma; Shen Yan; Chaoyi Zhang; Jing Liu; Jianqiao Lu; Ziwen Xu; Mengzhao Chen; Minrui Wang; Shiyi Zhan; Jin Ma; Xunhao Lai; et al. (CoRR, 2025)

Automating Steering for Safe Multimodal Large Language Models. - Lyucheng Wu; Mengru Wang; Ziwen Xu; Tri Cao; Nay Oo; Bryan Hooi; Shumin Deng (CoRR, 2025)