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2020 – today
- 2025
[j11]Mengru Wang, Jinkun Liu
:
Nonlinear time-varying actuator fault-tolerant control for a nonlinear high-rise building system with uncertain control direction and output constraints. Commun. Nonlinear Sci. Numer. Simul. 145: 108697 (2025)- [j10]Mengru Wang, Le Li, Jinkun Liu:
Modelling and vibration suppression for a 3D flexible rotatable manipulator with uncertain actuator dynamics. Int. J. Control 98(11): 2632-2644 (2025) - [j9]Tao Zhou, Mengru Wang:
Examining Generative AI User Discontinuance from a Dual Perspective of Enablers and Inhibitors. Int. J. Hum. Comput. Interact. 41(20): 13140-13150 (2025) - [j8]Mengru Wang, Jinglei Liu:
Latent manifold preservation and target prediction balance for unsupervised domain adaptation. Signal Image Video Process. 19(16): 1341 (2025) - [c19]Haoming Xu, Ningyuan Zhao, Liming Yang, Sendong Zhao, Shumin Deng, Mengru Wang, Bryan Hooi, Nay Oo, Huajun Chen, Ningyu Zhang:
ReLearn: Unlearning via Learning for Large Language Models. ACL (1) 2025: 5967-5987 - [c18]Mengru Wang, Ziwen Xu, Shengyu Mao, Shumin Deng, Zhaopeng Tu, Huajun Chen, Ningyu Zhang:
Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms. ACL (1) 2025: 23381-23399 - [c17]Piotr Zelasko, Zhehuai Chen, Mengru Wang, Daniel Galvez, Oleksii Hrinchuk, Shuoyang Ding, Ke Hu, Jagadeesh Balam, Vitaly Lavrukhin, Boris Ginsburg:
EMMeTT: Efficient Multimodal Machine Translation Training. ICASSP 2025: 1-5 - [i21]Haoming Xu, Ningyuan Zhao, Liming Yang, Sendong Zhao, Shumin Deng, Mengru Wang, Bryan Hooi, Nay Oo, Huajun Chen, Ningyu Zhang:
ReLearn: Unlearning via Learning for Large Language Models. CoRR abs/2502.11190 (2025) - [i20]Kangwei Liu, Mengru Wang, Yujie Luo, Lin Yuan, Mengshu Sun, Ningyu Zhang, Lei Liang, Zhiqiang Zhang, Jun Zhou, Huajun Chen:
LookAhead Tuning: Safer Language Models via Partial Answer Previews. CoRR abs/2503.19041 (2025) - [i19]Ziwen Xu, Shuxun Wang, Kewei Xu, Haoming Xu, Mengru Wang, Xinle Deng, Yunzhi Yao, Guozhou Zheng, Huajun Chen, Ningyu Zhang:
EasyEdit2: An Easy-to-use Steering Framework for Editing Large Language Models. CoRR abs/2504.15133 (2025) - [i18]Mengru Wang, Xingyu Chen, Yue Wang, Zhiwei He, Jiahao Xu, Tian Liang, Qiuzhi Liu, Yunzhi Yao, Wenxuan Wang, Ruotian Ma, Haitao Mi, Ningyu Zhang, Zhaopeng Tu, Xiaolong Li, Dong Yu:
Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training. CoRR abs/2505.14681 (2025) - [i17]Mengru Wang, Ziwen Xu, Shengyu Mao, Shumin Deng, Zhaopeng Tu, Huajun Chen, Ningyu Zhang:
Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms. CoRR abs/2505.20322 (2025) - [i16]Lyucheng Wu, Mengru Wang, Ziwen Xu, Tri Cao, Nay Oo, Bryan Hooi, Shumin Deng:
Automating Steering for Safe Multimodal Large Language Models. CoRR abs/2507.13255 (2025) - [i15]Xiaohan Chen, Zhongying Pan, Quan Feng, Yu Tian, Shuqun Yang, Mengru Wang, Lina Gong, Yuxia Geng, Piji Li, Xiang Chen:
SaraCoder: Orchestrating Semantic and Structural Cues for Profit-Oriented Repository-Level Code Completion. CoRR abs/2508.10068 (2025) - [i14]Xinbei Ma, Ruotian Ma, Xingyu Chen, Zhengliang Shi, Mengru Wang, Jen-tse Huang, Qu Yang, Wenxuan Wang, Fanghua Ye, Qingxuan Jiang, Mengfei Zhou, Zhuosheng Zhang, Rui Wang, Hai Zhao, Zhaopeng Tu, Xiaolong Li, Linus:
The Hunger Game Debate: On the Emergence of Over-Competition in Multi-Agent Systems. CoRR abs/2509.26126 (2025) - [i13]Yida Xue, Mingjun Mao, Xiangyuan Ru, Yuqi Zhu, Baochang Ren, Shuofei Qiao, Mengru Wang, Shumin Deng, Xinyu An, Ningyu Zhang, Ying Chen, Huajun Chen:
OceanGym: A Benchmark Environment for Underwater Embodied Agents. CoRR abs/2509.26536 (2025) - [i12]Zhengliang Shi, Ruotian Ma, Jen-tse Huang, Xinbei Ma, Xingyu Chen, Mengru Wang, Qu Yang, Yue Wang, Fanghua Ye, Ziyang Chen, Shanyi Wang, Cixing Li, Wenxuan Wang, Zhaopeng Tu, Xiaolong Li, Zhaochun Ren, Linus:
Social Welfare Function Leaderboard: When LLM Agents Allocate Social Welfare. CoRR abs/2510.01164 (2025) - [i11]Jizhan Fang, Xinle Deng, Haoming Xu, Ziyan Jiang, Yuqi Tang, Ziwen Xu, Shumin Deng, Yunzhi Yao, Mengru Wang, Shuofei Qiao, Huajun Chen, Ningyu Zhang:
LightMem: Lightweight and Efficient Memory-Augmented Generation. CoRR abs/2510.18866 (2025) - [i10]Zihao Yi, Qingxuan Jiang, Ruotian Ma, Xingyu Chen, Qu Yang, Mengru Wang, Fanghua Ye, Ying Shen, Zhaopeng Tu, Xiaolong Li, Linus:
Too Good to be Bad: On the Failure of LLMs to Role-Play Villains. CoRR abs/2511.04962 (2025) - 2024
- [j7]Peihong Li, Shengze Hu, Jianming Zheng, Taihua Shao, Mengru Wang, Fei Cai:
CoFF-CHP: coarse-to-fine filters with concept heuristic prompt for few-shot relation classification. Appl. Intell. 54(17-18): 8666-8680 (2024) - [j6]Mengru Wang, Jinkun Liu:
Modeling and vibration suppression based on Nussbaum function for beam bridge with unknown control directions and unknown nonlinear time-varying actuator faults. J. Frankl. Inst. 361(4): 106654 (2024) - [j5]Bo Yang, Linzi Min, Mengru Wang, Haoxiang Shi:
Non-Contact Respiratory and Heart Rate Detection Using IR-UWB Radars Under Random Body Activity. IEEE Trans. Instrum. Meas. 73: 1-13 (2024) - [c16]Mengru Wang, Ningyu Zhang, Ziwen Xu, Zekun Xi, Shumin Deng, Yunzhi Yao, Qishen Zhang, Linyi Yang, Jindong Wang, Huajun Chen:
Detoxifying Large Language Models via Knowledge Editing. ACL (1) 2024: 3093-3118 - [c15]Bozhong Tian, Xiaozhuan Liang, Siyuan Cheng, Qingbin Liu, Mengru Wang, Dianbo Sui, Xi Chen, Huajun Chen, Ningyu Zhang:
To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models. EMNLP (Findings) 2024: 1524-1537 - [c14]Mengru Wang, Yunzhi Yao, Ziwen Xu, Shuofei Qiao, Shumin Deng, Peng Wang, Xiang Chen, Jia-Chen Gu, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen, Ningyu Zhang:
Knowledge Mechanisms in Large Language Models: A Survey and Perspective. EMNLP (Findings) 2024: 7097-7135 - [c13]Kai Gao, Kai Zou, Shiyu Wang, Zhao Sun, Mengru Wang:
Research on the Evolutionary Game of Critical Information Infrastructure Security Supervision under Public on Participation. ICAICE 2024: 312-318 - [c12]Junxiao Chen, Zongyang Luo, Jiaze Shi, Yaqi Sun, Yiji Chen, Mengru Wang:
Low-complexity Weight Shared Logarithmic Hyperbolic Cosine Least Mean Square Algorithm for Adaptive Filtering. ICDSP 2024: 191-196 - [c11]Zhoubo Li, Ningyu Zhang, Yunzhi Yao, Mengru Wang, Xi Chen, Huajun Chen:
Unveiling the Pitfalls of Knowledge Editing for Large Language Models. ICLR 2024 - [c10]Yunzhi Yao, Ningyu Zhang, Zekun Xi, Mengru Wang, Ziwen Xu, Shumin Deng, Huajun Chen:
Knowledge Circuits in Pretrained Transformers. NeurIPS 2024 - [c9]Shengyu Mao, Xiaohan Wang, Mengru Wang, Yong Jiang, Pengjun Xie, Fei Huang, Ningyu Zhang:
Editing Personality For Large Language Models. NLPCC (2) 2024: 241-254 - [c8]Chenxi Wang, Ziwen Xu, Mengru Wang, Xiang Chen, Shumin Deng, Ningyu Zhang:
Overview of the NLPCC 2024 Shared Task 10: Regulating Large Language Models. NLPCC (5) 2024: 253-263 - [i9]Ningyu Zhang, Yunzhi Yao, Bozhong Tian, Peng Wang, Shumin Deng, Mengru Wang, Zekun Xi, Shengyu Mao, Jintian Zhang, Yuansheng Ni, Siyuan Cheng, Ziwen Xu, Xin Xu, Jia-Chen Gu, Yong Jiang, Pengjun Xie, Fei Huang, Lei Liang, Zhiqiang Zhang, Xiaowei Zhu, Jun Zhou, Huajun Chen:
A Comprehensive Study of Knowledge Editing for Large Language Models. CoRR abs/2401.01286 (2024) - [i8]Mengru Wang, Ningyu Zhang, Ziwen Xu, Zekun Xi, Shumin Deng, Yunzhi Yao, Qishen Zhang, Linyi Yang, Jindong Wang, Huajun Chen:
Detoxifying Large Language Models via Knowledge Editing. CoRR abs/2403.14472 (2024) - [i7]Yunzhi Yao, Ningyu Zhang, Zekun Xi, Mengru Wang, Ziwen Xu, Shumin Deng, Huajun Chen:
Knowledge Circuits in Pretrained Transformers. CoRR abs/2405.17969 (2024) - [i6]Bozhong Tian, Xiaozhuan Liang, Siyuan Cheng, Qingbin Liu, Mengru Wang, Dianbo Sui, Xi Chen, Huajun Chen, Ningyu Zhang:
To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models. CoRR abs/2407.01920 (2024) - [i5]Mengru Wang, Yunzhi Yao, Ziwen Xu, Shuofei Qiao, Shumin Deng, Peng Wang, Xiang Chen, Jia-Chen Gu, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen, Ningyu Zhang:
Knowledge Mechanisms in Large Language Models: A Survey and Perspective. CoRR abs/2407.15017 (2024) - [i4]Piotr Zelasko, Zhehuai Chen, Mengru Wang, Daniel Galvez, Oleksii Hrinchuk, Shuoyang Ding, Ke Hu, Jagadeesh Balam, Vitaly Lavrukhin, Boris Ginsburg:
EMMeTT: Efficient Multimodal Machine Translation Training. CoRR abs/2409.13523 (2024) - 2023
- [j4]Chengyu Song, Fei Cai, Mengru Wang, Jianming Zheng, Taihua Shao:
TaxonPrompt: Taxonomy-aware curriculum prompt learning for few-shot event classification. Knowl. Based Syst. 264: 110290 (2023) - [j3]Taihua Shao, Fei Cai, Jianming Zheng, Mengru Wang, Honghui Chen:
Pairwise contrastive learning for sentence semantic equivalence identification with limited supervision. Knowl. Based Syst. 272: 110610 (2023) - [i3]Peng Wang, Ningyu Zhang, Bozhong Tian, Zekun Xi, Yunzhi Yao, Ziwen Xu, Mengru Wang, Shengyu Mao, Xiaohan Wang, Siyuan Cheng, Kangwei Liu, Yuansheng Ni, Guozhou Zheng, Huajun Chen:
EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models. CoRR abs/2308.07269 (2023) - [i2]Zhoubo Li, Ningyu Zhang, Yunzhi Yao, Mengru Wang, Xi Chen, Huajun Chen:
Unveiling the Pitfalls of Knowledge Editing for Large Language Models. CoRR abs/2310.02129 (2023) - [i1]Shengyu Mao, Ningyu Zhang, Xiaohan Wang, Mengru Wang, Yunzhi Yao, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen:
Editing Personality for LLMs. CoRR abs/2310.02168 (2023) - 2022
- [c7]Zhengya Gong, Mengru Wang, Vijayakumar Nanjappan, Georgi V. Georgiev:
Instrumenting Virtual Reality for Priming Cultural Differences in Design Creativity. Creativity & Cognition 2022: 510-514 - [c6]Mengru Wang, Omar Alonso:
ClozeSearch: A Collocation Retrieval Application to Assist in Scientific Writing. CIKM 2022: 5009-5013 - [c5]Mengru Wang, Jianming Zheng, Fei Cai, Taihua Shao, Honghui Chen:
DRK: Discriminative Rule-based Knowledge for Relieving Prediction Confusions in Few-shot Relation Extraction. COLING 2022: 2129-2140 - 2021
- [j2]Mengru Wang, Jinbo Wang, Jianmin Wang, Shan Zhou:
Single Particle Fault Injection Signal Generation Method Using Gaussian Cloud Model. J. Electron. Test. 37(1): 127-140 (2021) - [c4]Yufeng Ma, Yajie Dou, Mengru Wang, Yitong Wang, Miao Jiang, Yanjing Lu:
Automatic Recognition and Segmentation of Composite User Stories Based on Semantic Analysis. CSAE 2021: 14:1-14:7 - [c3]Lin Wang, Zhengfei Yu, Mengru Wang, Xixi Zhu, Yun Zhou:
MOOC Dropout Prediction Based on Dynamic Embedding Representation Learning. CSAE 2021: 66:1-66:6
2010 – 2019
- 2019
- [c2]Mengru Wang, Hiroaki Ozaki, Yuta Koreeda, Kohsuke Yanai:
Split First and Then Rephrase: Hierarchical Generation for Sentence Simplification. PACLING 2019: 15-27 - 2010
- [j1]Jian Shao, Dongming Jiang, Mengru Wang, Hong Chen, Lu Yao:
Multi-video summarization using complex graph clustering and mining. Comput. Sci. Inf. Syst. 7(1): 85-98 (2010) - [c1]Wenyan Zhang, Ximing Cui, Dengfeng Li, Debao Yuan, Mengru Wang:
The location privacy protection research in location-based service. Geoinformatics 2010: 1-4
Coauthor Index
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