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ORCIDZhengyan Zhang
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2020 – today
- 2024
[j35]Yuan Yao, Ao Zhang, Zhengyan Zhang
, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun:
CPT: Colorful Prompt Tuning for pre-trained vision-language models. AI Open 5: 30-38 (2024)- [j34]Wolin Li, Xiaodong Qu, Xiaopeng Yang, Bowen Han, Zhengyan Zhang, Aly E. Fathy:
Robust Adaptive Beamforming Method Based on Steering Vector Phase Correction and Covariance Matrix Reconstruction. IEEE Commun. Lett. 28(1): 193-197 (2024) - [j33]Zhengyan Zhang, Xiaodong Qu, Wolin Li, Hongzhe Miao, Fengrui Liu:
DOA Estimation Method Based on Unsupervised Learning Network With Threshold Capon Spectrum Weighted Penalty. IEEE Signal Process. Lett. 31: 701-705 (2024) - [j32]Gui Yan, Zhengyan Zhang, Chen Zhihua, Zhang Chuang, Zhang Jin:
CGAN: lightweight and feature aggregation network for high-performance interactive image segmentation. Vis. Comput. 40(3): 2203-2217 (2024) - [c34]Yingfa Chen, Zhengyan Zhang, Xu Han, Chaojun Xiao, Zhiyuan Liu, Chen Chen, Kuai Li, Tao Yang, Maosong Sun:
Robust and Scalable Model Editing for Large Language Models. LREC/COLING 2024: 14157-14172 - [c33]Zhengyan Zhang, Chaojun Xiao, Qiujieli Qin, Yankai Lin, Zhiyuan Zeng, Xu Han, Zhiyuan Liu, Ruobing Xie, Maosong Sun, Jie Zhou:
Exploring the Benefit of Activation Sparsity in Pre-training. ICML 2024 - [i38]Zhengyan Zhang, Yixin Song, Guanghui Yu, Xu Han, Yankai Lin, Chaojun Xiao, Chenyang Song, Zhiyuan Liu, Zeyu Mi, Maosong Sun:
ReLU2 Wins: Discovering Efficient Activation Functions for Sparse LLMs. CoRR abs/2402.03804 (2024) - [i37]Chaojun Xiao, Pengle Zhang, Xu Han, Guangxuan Xiao, Yankai Lin, Zhengyan Zhang, Zhiyuan Liu, Song Han, Maosong Sun:
InfLLM: Unveiling the Intrinsic Capacity of LLMs for Understanding Extremely Long Sequences with Training-Free Memory. CoRR abs/2402.04617 (2024) - [i36]Chenyang Song, Xu Han, Zhengyan Zhang, Shengding Hu, Xiyu Shi, Kuai Li, Chen Chen, Zhiyuan Liu, Guangli Li, Tao Yang, Maosong Sun:
ProSparse: Introducing and Enhancing Intrinsic Activation Sparsity within Large Language Models. CoRR abs/2402.13516 (2024) - [i35]Yingfa Chen, Zhengyan Zhang, Xu Han, Chaojun Xiao, Zhiyuan Liu, Chen Chen, Kuai Li, Tao Yang, Maosong Sun:
Robust and Scalable Model Editing for Large Language Models. CoRR abs/2403.17431 (2024) - [i34]Yixin Song, Haotong Xie, Zhengyan Zhang, Bo Wen, Li Ma, Zeyu Mi, Haibo Chen:
Turbo Sparse: Achieving LLM SOTA Performance with Minimal Activated Parameters. CoRR abs/2406.05955 (2024) - [i33]Chaojun Xiao, Zhengyan Zhang, Chenyang Song, Dazhi Jiang, Feng Yao, Xu Han, Xiaozhi Wang, Shuo Wang, Yufei Huang, Guanyu Lin, Yingfa Chen, Weilin Zhao, Yuge Tu, Zexuan Zhong, Ao Zhang, Chenglei Si, Moo Khai Hao, Chenyang Zhao, Huimin Chen, Yankai Lin, Zhiyuan Liu, Jingbo Shang, Maosong Sun:
Configurable Foundation Models: Building LLMs from a Modular Perspective. CoRR abs/2409.02877 (2024) - 2023
- [j31]Zhengyan Zhang, Guangxuan Xiao, Yongwei Li, Tian Lv, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Xin Jiang, Maosong Sun:
Red Alarm for Pre-trained Models: Universal Vulnerability to Neuron-level Backdoor Attacks. Mach. Intell. Res. 20(2): 180-193 (2023) - [j30]Bowen Han, Xiaodong Qu, Xiaopeng Yang, Wolin Li, Zhengyan Zhang:
DRFM-Based Repeater Jamming Reconstruction and Cancellation Method with Accurate Edge Detection. Remote. Sens. 15(7): 1759 (2023) - [j29]Ke Zhou, Zhengyan Zhang, Le Liu, Ru Miao, Yang Yang, Tongcan Ren, Ming Yue:
Research on SUnet Winter Wheat Identification Method Based on GF-2. Remote. Sens. 15(12): 3094 (2023) - [j28]Bowen Han, Xiaodong Qu, Xiaopeng Yang, Zhengyan Zhang, Wolin Li:
DRFM Repeater Jamming Suppression Method Based on Joint Range-Angle Sparse Recovery and Beamforming for Distributed Array Radar. Remote. Sens. 15(13): 3449 (2023) - [j27]Zhengyan Zhang, Yue Yu, Liang Chen, Ruizhi Chen:
Hybrid Indoor Positioning System Based on Acoustic Ranging and Wi-Fi Fingerprinting under NLOS Environments. Remote. Sens. 15(14): 3520 (2023) - [j26]Zhengyan Zhang, Erli Lyu, Zhe Min, Ang Zhang, Yue Yu, Max Q.-H. Meng:
Robust Semi-Supervised Point Cloud Registration via Latent GMM-Based Correspondence. Remote. Sens. 15(18): 4493 (2023) - [j25]Chenglei Si, Zhengyan Zhang, Yingfa Chen, Fanchao Qi, Xiaozhi Wang, Zhiyuan Liu, Yasheng Wang, Qun Liu, Maosong Sun:
Sub-Character Tokenization for Chinese Pretrained Language Models. Trans. Assoc. Comput. Linguistics 11: 469-487 (2023) - [j24]Ang Zhang, Zhe Min, Zhengyan Zhang, Xing Yang, Max Q.-H. Meng:
Anisotropic Generalized Bayesian Coherent Point Drift for Point Set Registration. IEEE Trans Autom. Sci. Eng. 20(1): 495-505 (2023) - [j23]Zhe Min, Ang Zhang, Delong Zhu, Jin Pan, Zhengyan Zhang, Max Q.-H. Meng:
Anisotropic 6-D Rigid Point Set Registration. IEEE Trans. Instrum. Meas. 72: 1-19 (2023) - [j22]Jiaole Wang, Tinghua Zhang, Zhengyan Zhang, Max Q.-H. Meng, Shuang Song:
Tracking-by-Registration: A Robust Approach for Optical Tracking System in Surgical Navigation. IEEE Trans. Instrum. Meas. 72: 1-10 (2023) - [c32]Zhengyan Zhang, Zhiyuan Zeng, Yankai Lin, Chaojun Xiao, Xiaozhi Wang, Xu Han, Zhiyuan Liu, Ruobing Xie, Maosong Sun, Jie Zhou:
Emergent Modularity in Pre-trained Transformers. ACL (Findings) 2023: 4066-4083 - [c31]Chenglei Si, Zhengyan Zhang, Yingfa Chen, Xiaozhi Wang, Zhiyuan Liu, Maosong Sun:
READIN: A Chinese Multi-Task Benchmark with Realistic and Diverse Input Noises. ACL (1) 2023: 8272-8285 - [c30]Zhengyan Zhang, Zhiyuan Zeng, Yankai Lin, Huadong Wang, Deming Ye, Chaojun Xiao, Xu Han, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou:
Plug-and-Play Knowledge Injection for Pre-trained Language Models. ACL (1) 2023: 10641-10658 - [c29]Chaojun Xiao, Zhengyan Zhang, Xu Han, Chi-Min Chan, Yankai Lin, Zhiyuan Liu, Xiangyang Li, Zhonghua Li, Zhao Cao, Maosong Sun:
Plug-and-Play Document Modules for Pre-trained Models. ACL (1) 2023: 15713-15729 - [c28]Chaojun Xiao, Yuqi Luo, Wenbin Zhang, Pengle Zhang, Xu Han, Yankai Lin, Zhengyan Zhang, Ruobing Xie, Zhiyuan Liu, Maosong Sun, Jie Zhou:
Variator: Accelerating Pre-trained Models with Plug-and-Play Compression Modules. EMNLP (Findings) 2023: 9947-9959 - [c27]Haocheng Huang, Zhengyan Zhang, Zhe Min, Max Q.-H. Meng, Shuang Song, Jiaole Wang:
Non-Rigid 3D Point Set Registration With Reliable Hybrid Mixture Model. ROBIO 2023: 1-6 - [c26]Ruiqi Si, Ji Qiao, Xiaohui Wang, Kaixuan Ji, Zibo Wang, Zhang Jun, Xuanying Pan, Zhengyan Zhang:
A Transferable Multi-Agent Reinforcement Learning Method for Distribution Service Restoration. SMC 2023: 1866-1871 - [i32]Chenglei Si, Zhengyan Zhang, Yingfa Chen, Xiaozhi Wang, Zhiyuan Liu, Maosong Sun:
READIN: A Chinese Multi-Task Benchmark with Realistic and Diverse Input Noises. CoRR abs/2302.07324 (2023) - [i31]Zhichao Duan, Xiuxing Li, Zhengyan Zhang, Zhenyu Li, Ning Liu, Jianyong Wang:
Bridging the Language Gap: Knowledge Injected Multilingual Question Answering. CoRR abs/2304.03159 (2023) - [i30]Deming Ye, Yankai Lin, Zhengyan Zhang, Maosong Sun:
UNTER: A Unified Knowledge Interface for Enhancing Pre-trained Language Models. CoRR abs/2305.01624 (2023) - [i29]Chaojun Xiao, Zhengyan Zhang, Xu Han, Chi-Min Chan, Yankai Lin, Zhiyuan Liu, Xiangyang Li, Zhonghua Li, Zhao Cao, Maosong Sun:
Plug-and-Play Document Modules for Pre-trained Models. CoRR abs/2305.17660 (2023) - [i28]Zhengyan Zhang, Zhiyuan Zeng, Yankai Lin, Huadong Wang, Deming Ye, Chaojun Xiao, Xu Han, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou:
Plug-and-Play Knowledge Injection for Pre-trained Language Models. CoRR abs/2305.17691 (2023) - [i27]Zhengyan Zhang, Zhiyuan Zeng, Yankai Lin, Chaojun Xiao, Xiaozhi Wang, Xu Han, Zhiyuan Liu, Ruobing Xie, Maosong Sun, Jie Zhou:
Emergent Modularity in Pre-trained Transformers. CoRR abs/2305.18390 (2023) - [i26]Weilin Zhao, Yuxiang Huang, Xu Han, Zhiyuan Liu, Zhengyan Zhang, Maosong Sun:
CPET: Effective Parameter-Efficient Tuning for Compressed Large Language Models. CoRR abs/2307.07705 (2023) - [i25]Chaojun Xiao, Yuqi Luo, Wenbin Zhang, Pengle Zhang, Xu Han, Yankai Lin, Zhengyan Zhang, Ruobing Xie, Zhiyuan Liu, Maosong Sun, Jie Zhou:
Variator: Accelerating Pre-trained Models with Plug-and-Play Compression Modules. CoRR abs/2310.15724 (2023) - 2022
- [j21]Weijia Huang, Wei Yang, Zhengyan Zhang, Caiping Xi, Zehui Wang, Yuanjiang Li:
Liver function classification based on local direction number and non-local binary pattern. Multim. Tools Appl. 81(22): 32305-32322 (2022) - [j20]Ang Zhang, Zhe Min, Zhengyan Zhang, Max Q.-H. Meng:
Generalized Point Set Registration With Fuzzy Correspondences Based on Variational Bayesian Inference. IEEE Trans. Fuzzy Syst. 30(6): 1529-1540 (2022) - [j19]Zhengyan Zhang, Cheng Yang, Zhiyuan Liu, Maosong Sun, Zhichong Fang, Bo Zhang, Leyu Lin:
COSINE: Compressive Network Embedding on Large-Scale Information Networks. IEEE Trans. Knowl. Data Eng. 34(8): 3655-3668 (2022) - [j18]Zhen Li, Xiting Wang, Weikai Yang, Jing Wu, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun, Hui Zhang, Shixia Liu:
A Unified Understanding of Deep NLP Models for Text Classification. IEEE Trans. Vis. Comput. Graph. 28(12): 4980-4994 (2022) - [c25]Xu Han, Guoyang Zeng, Weilin Zhao, Zhiyuan Liu, Zhengyan Zhang, Jie Zhou, Jun Zhang, Jia Chao, Maosong Sun:
BMInf: An Efficient Toolkit for Big Model Inference and Tuning. ACL (demo) 2022: 224-230 - [c24]Zhengyan Zhang, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou:
MoEfication: Transformer Feed-forward Layers are Mixtures of Experts. ACL (Findings) 2022: 877-890 - [c23]Yuan Yao, Bowen Dong, Ao Zhang, Zhengyan Zhang, Ruobing Xie, Zhiyuan Liu, Leyu Lin, Maosong Sun, Jianyong Wang:
Prompt Tuning for Discriminative Pre-trained Language Models. ACL (Findings) 2022: 3468-3473 - [c22]Zichun Yu, Tianyu Gao, Zhengyan Zhang, Yankai Lin, Zhiyuan Liu, Maosong Sun, Jie Zhou:
Automatic Label Sequence Generation for Prompting Sequence-to-sequence Models. COLING 2022: 4965-4975 - [c21]Zhengyan Zhang, Baitao Gong, Yingfa Chen, Xu Han, Guoyang Zeng, Weilin Zhao, Yanxu Chen, Zhiyuan Liu, Maosong Sun:
BMCook: A Task-agnostic Compression Toolkit for Big Models. EMNLP (Demos) 2022: 396-405 - [c20]Xiaozhi Wang, Kaiyue Wen, Zhengyan Zhang, Lei Hou, Zhiyuan Liu, Juanzi Li:
Finding Skill Neurons in Pre-trained Transformer-based Language Models. EMNLP 2022: 11132-11152 - [c19]Xiuxing Li, Zhenyu Li, Zhengyan Zhang, Ning Liu, Haitao Yuan, Wei Zhang, Zhiyuan Liu, Jianyong Wang:
Effective Few-Shot Named Entity Linking by Meta-Learning. ICDE 2022: 178-191 - [c18]Ang Zhang, Zhe Min, Xing Yang, Zhengyan Zhang, Jin Pan, Max Q.-H. Meng:
Generalized 3D Rigid Point Set Registration with Anisotropic Positional Error Based on Bayesian Coherent Point Drift. ICRA 2022: 3790-3796 - [c17]Erli Lyu, Zhengyan Zhang, Wei Liu, Jiaole Wang, Shuang Song, Max Q.-H. Meng:
MO-Transformer: A Transformer-Based Multi-Object Point Cloud Reconstruction Network. IROS 2022: 1024-1030 - [c16]Yujia Qin, Yankai Lin, Jing Yi, Jiajie Zhang, Xu Han, Zhengyan Zhang, Yusheng Su, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou:
Knowledge Inheritance for Pre-trained Language Models. NAACL-HLT 2022: 3921-3937 - [i24]Yuan Yao, Bowen Dong, Ao Zhang, Zhengyan Zhang, Ruobing Xie, Zhiyuan Liu, Leyu Lin, Maosong Sun, Jianyong Wang:
Prompt Tuning for Discriminative Pre-trained Language Models. CoRR abs/2205.11166 (2022) - [i23]Zhen Li, Xiting Wang, Weikai Yang, Jing Wu, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun, Hui Zhang, Shixia Liu:
A Unified Understanding of Deep NLP Models for Text Classification. CoRR abs/2206.09355 (2022) - [i22]Xiuxing Li, Zhenyu Li, Zhengyan Zhang, Ning Liu, Haitao Yuan, Wei Zhang, Zhiyuan Liu, Jianyong Wang:
Effective Few-Shot Named Entity Linking by Meta-Learning. CoRR abs/2207.05280 (2022) - [i21]Zichun Yu, Tianyu Gao, Zhengyan Zhang, Yankai Lin, Zhiyuan Liu, Maosong Sun, Jie Zhou:
Automatic Label Sequence Generation for Prompting Sequence-to-sequence Models. CoRR abs/2209.09401 (2022) - [i20]Xiaozhi Wang, Kaiyue Wen, Zhengyan Zhang, Lei Hou, Zhiyuan Liu, Juanzi Li:
Finding Skill Neurons in Pre-trained Transformer-based Language Models. CoRR abs/2211.07349 (2022) - 2021
- [j17]Zhengyan Zhang, Fanchao Qi, Zhiyuan Liu, Qun Liu, Maosong Sun:
Know what you don't need: Single-Shot Meta-Pruning for attention heads. AI Open 2: 36-42 (2021) - [j16]Zhengyan Zhang, Xu Han, Hao Zhou, Pei Ke, Yuxian Gu, Deming Ye, Yujia Qin, Yusheng Su, Haozhe Ji, Jian Guan, Fanchao Qi, Xiaozhi Wang, Yanan Zheng, Guoyang Zeng, Huanqi Cao, Shengqi Chen, Daixuan Li, Zhenbo Sun, Zhiyuan Liu, Minlie Huang, Wentao Han, Jie Tang, Juanzi Li, Xiaoyan Zhu, Maosong Sun:
CPM: A large-scale generative Chinese Pre-trained language model. AI Open 2: 93-99 (2021) - [j15]Yusheng Su, Xu Han, Zhengyan Zhang, Yankai Lin, Peng Li, Zhiyuan Liu, Jie Zhou, Maosong Sun:
CokeBERT: Contextual knowledge selection and embedding towards enhanced pre-trained language models. AI Open 2: 127-134 (2021) - [j14]Zhengyan Zhang, Yuxian Gu, Xu Han, Shengqi Chen, Chaojun Xiao, Zhenbo Sun, Yuan Yao, Fanchao Qi, Jian Guan, Pei Ke, Yanzheng Cai, Guoyang Zeng, Zhixing Tan, Zhiyuan Liu, Minlie Huang, Wentao Han, Yang Liu, Xiaoyan Zhu, Maosong Sun:
CPM-2: Large-scale cost-effective pre-trained language models. AI Open 2: 216-224 (2021) - [j13]Xu Han, Zhengyan Zhang, Ning Ding, Yuxian Gu, Xiao Liu, Yuqi Huo, Jiezhong Qiu, Yuan Yao, Ao Zhang, Liang Zhang, Wentao Han, Minlie Huang, Qin Jin, Yanyan Lan, Yang Liu, Zhiyuan Liu, Zhiwu Lu, Xipeng Qiu, Ruihua Song, Jie Tang, Ji-Rong Wen, Jinhui Yuan, Wayne Xin Zhao, Jun Zhu:
Pre-trained models: Past, present and future. AI Open 2: 225-250 (2021) - [j12]Xu Han, Zhengyan Zhang, Zhiyuan Liu:
Knowledgeable machine learning for natural language processing. Commun. ACM 64(11): 50-51 (2021) - [j11]Weijia Huang, Weixing Zhu, Zhengyan Zhang, Yizheng Guo:
Multi-scale Local Difference Directional Number Pattern for Group-housed Pigs Recognition. KSII Trans. Internet Inf. Syst. 15(9): 3186-3203 (2021) - [j10]Xiaozhi Wang, Tianyu Gao, Zhaocheng Zhu, Zhengyan Zhang, Zhiyuan Liu, Juanzi Li, Jian Tang:
KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation. Trans. Assoc. Comput. Linguistics 9: 176-194 (2021) - [j9]YuSheng Su, Xu Han, Yankai Lin, Zhengyan Zhang, Zhiyuan Liu, Peng Li, Jie Zhou, Maosong Sun:
CSS-LM: A Contrastive Framework for Semi-Supervised Fine-Tuning of Pre-Trained Language Models. IEEE ACM Trans. Audio Speech Lang. Process. 29: 2930-2941 (2021) - [j8]Zhengyan Zhang, Zhe Min, Ang Zhang, Jiaole Wang, Shuang Song, Max Q.-H. Meng:
Reliable Hybrid Mixture Model for Generalized Point Set Registration. IEEE Trans. Instrum. Meas. 70: 1-10 (2021) - [c15]Yuan Yao, Haoxi Zhong, Zhengyan Zhang, Xu Han, Xiaozhi Wang, Kai Zhang, Chaojun Xiao, Guoyang Zeng, Zhiyuan Liu, Maosong Sun:
Adversarial Language Games for Advanced Natural Language Intelligence. AAAI 2021: 14248-14256 - [c14]Fanchao Qi, Mukai Li, Yangyi Chen, Zhengyan Zhang, Zhiyuan Liu, Yasheng Wang, Maosong Sun:
Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger. ACL/IJCNLP (1) 2021: 443-453 - [c13]Chenglei Si, Zhengyan Zhang, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Qun Liu, Maosong Sun:
Better Robustness by More Coverage: Adversarial and Mixup Data Augmentation for Robust Finetuning. ACL/IJCNLP (Findings) 2021: 1569-1576 - [c12]Zhichao Duan, Xiuxing Li, Zhengyan Zhang, Zhenyu Li, Ning Liu, Jianyong Wang:
Bridging the Language Gap: Knowledge Injected Multilingual Question Answering. ICBK 2021: 339-346 - [c11]Tinghua Zhang, Zhengyan Zhang, Botao Lin, Junnan Xue, Jiaole Wang, Shuang Song:
Towards Tracking by 2D-target Registration for Surgical Optical Tracking System. ROBIO 2021: 286-291 - [c10]Erli Lyu, Zhengyan Zhang, Jiaole Wang, Shuang Song, Max Q.-H. Meng:
Towards Components-of-Interest Feedback Control and State Estimation of Robotic Manipulator. ROBIO 2021: 539-544 - [i19]Zhengyan Zhang, Guangxuan Xiao, Yongwei Li, Tian Lv, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Xin Jiang, Maosong Sun:
Red Alarm for Pre-trained Models: Universal Vulnerabilities by Neuron-Level Backdoor Attacks. CoRR abs/2101.06969 (2021) - [i18]YuSheng Su, Xu Han, Yankai Lin, Zhengyan Zhang, Zhiyuan Liu, Peng Li, Maosong Sun:
CSS-LM: A Contrastive Framework for Semi-supervised Fine-tuning of Pre-trained Language Models. CoRR abs/2102.03752 (2021) - [i17]Fanchao Qi, Mukai Li, Yangyi Chen, Zhengyan Zhang, Zhiyuan Liu, Yasheng Wang, Maosong Sun:
Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger. CoRR abs/2105.12400 (2021) - [i16]Yujia Qin, Yankai Lin, Jing Yi, Jiajie Zhang, Xu Han, Zhengyan Zhang, YuSheng Su, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou:
Knowledge Inheritance for Pre-trained Language Models. CoRR abs/2105.13880 (2021) - [i15]Chenglei Si, Zhengyan Zhang, Yingfa Chen, Fanchao Qi, Xiaozhi Wang, Zhiyuan Liu, Maosong Sun:
SHUOWEN-JIEZI: Linguistically Informed Tokenizers For Chinese Language Model Pretraining. CoRR abs/2106.00400 (2021) - [i14]Xu Han, Zhengyan Zhang, Ning Ding, Yuxian Gu, Xiao Liu, Yuqi Huo, Jiezhong Qiu, Liang Zhang, Wentao Han, Minlie Huang, Qin Jin, Yanyan Lan, Yang Liu, Zhiyuan Liu, Zhiwu Lu, Xipeng Qiu, Ruihua Song, Jie Tang, Ji-Rong Wen, Jinhui Yuan, Wayne Xin Zhao, Jun Zhu:
Pre-Trained Models: Past, Present and Future. CoRR abs/2106.07139 (2021) - [i13]Zhengyan Zhang, Yuxian Gu, Xu Han, Shengqi Chen, Chaojun Xiao, Zhenbo Sun, Yuan Yao, Fanchao Qi, Jian Guan, Pei Ke, Yanzheng Cai, Guoyang Zeng, Zhixing Tan, Zhiyuan Liu, Minlie Huang, Wentao Han, Yang Liu, Xiaoyan Zhu, Maosong Sun:
CPM-2: Large-scale Cost-effective Pre-trained Language Models. CoRR abs/2106.10715 (2021) - [i12]Yuan Yao, Ao Zhang, Zhengyan Zhang, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun:
CPT: Colorful Prompt Tuning for Pre-trained Vision-Language Models. CoRR abs/2109.11797 (2021) - [i11]Zhengyan Zhang, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou:
MoEfication: Conditional Computation of Transformer Models for Efficient Inference. CoRR abs/2110.01786 (2021) - [i10]Yuan Yao, Qingxiu Dong, Jian Guan, Boxi Cao, Zhengyan Zhang, Chaojun Xiao, Xiaozhi Wang, Fanchao Qi, Junwei Bao, Jinran Nie, Zheni Zeng, Yuxian Gu, Kun Zhou, Xuancheng Huang, Wenhao Li, Shuhuai Ren, Jinliang Lu, Chengqiang Xu, Huadong Wang, Guoyang Zeng, Zile Zhou, Jiajun Zhang, Juanzi Li, Minlie Huang, Rui Yan, Xiaodong He, Xiaojun Wan, Xin Zhao, Xu Sun, Yang Liu, Zhiyuan Liu, Xianpei Han, Erhong Yang, Zhifang Sui, Maosong Sun:
CUGE: A Chinese Language Understanding and Generation Evaluation Benchmark. CoRR abs/2112.13610 (2021) - 2020
- [j7]Jie Zhou, Ganqu Cui, Shengding Hu, Zhengyan Zhang, Cheng Yang, Zhiyuan Liu, Lifeng Wang, Changcheng Li, Maosong Sun:
Graph neural networks: A review of methods and applications. AI Open 1: 57-81 (2020) - [c9]Yuxian Gu, Zhengyan Zhang, Xiaozhi Wang, Zhiyuan Liu, Maosong Sun:
Train No Evil: Selective Masking for Task-Guided Pre-Training. EMNLP (1) 2020: 6966-6974 - [i9]Yuxian Gu, Zhengyan Zhang, Xiaozhi Wang, Zhiyuan Liu, Maosong Sun:
Train No Evil: Selective Masking for Task-guided Pre-training. CoRR abs/2004.09733 (2020) - [i8]YuSheng Su, Xu Han, Zhengyan Zhang, Peng Li, Zhiyuan Liu, Yankai Lin, Jie Zhou, Maosong Sun:
Contextual Knowledge Selection and Embedding towards Enhanced Pre-Trained Language Models. CoRR abs/2009.13964 (2020) - [i7]Zhengyan Zhang, Fanchao Qi, Zhiyuan Liu, Qun Liu, Maosong Sun:
Know What You Don't Need: Single-Shot Meta-Pruning for Attention Heads. CoRR abs/2011.03770 (2020) - [i6]Zhengyan Zhang, Xu Han, Hao Zhou, Pei Ke, Yuxian Gu, Deming Ye, Yujia Qin, YuSheng Su, Haozhe Ji, Jian Guan, Fanchao Qi, Xiaozhi Wang, Yanan Zheng, Guoyang Zeng, Huanqi Cao, Shengqi Chen, Daixuan Li, Zhenbo Sun, Zhiyuan Liu, Minlie Huang, Wentao Han, Jie Tang, Juanzi Li, Xiaoyan Zhu, Maosong Sun:
CPM: A Large-scale Generative Chinese Pre-trained Language Model. CoRR abs/2012.00413 (2020) - [i5]Chenglei Si, Zhengyan Zhang, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Qun Liu, Maosong Sun:
Better Robustness by More Coverage: Adversarial Training with Mixup Augmentation for Robust Fine-tuning. CoRR abs/2012.15699 (2020)
2010 – 2019
- 2019
- [j6]Wei Liu, Runhua Tan, Guozhong Cao, Zhengyan Zhang, Siyuan Huang, Limeng Liu:
A proposed radicality evaluation method for design ideas at conceptual design stage. Comput. Ind. Eng. 132: 141-152 (2019) - [j5]Xia Li, Guanming Lu, Jingjie Yan, Haibo Li, Zhengyan Zhang, Ning Sun, Shipeng Xie:
Incomplete Cholesky Decomposition based Kernel Cross Modal Factor Analysis for Audiovisual Continuous Dimensional Emotion Recognition. KSII Trans. Internet Inf. Syst. 13(2): 810-831 (2019) - [j4]Cunchao Tu, Xiangkai Zeng, Hao Wang, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun, Bo Zhang, Leyu Lin:
A Unified Framework for Community Detection and Network Representation Learning. IEEE Trans. Knowl. Data Eng. 31(6): 1051-1065 (2019) - [c8]Zhengyan Zhang, Xu Han, Zhiyuan Liu, Xin Jiang, Maosong Sun, Qun Liu:
ERNIE: Enhanced Language Representation with Informative Entities. ACL (1) 2019: 1441-1451 - [c7]Weijia Huang, Zhengyan Zhang, Huaming Liu:
Local directional intensity pattern for facial expression recognition. ICCAIS 2019: 1-6 - [i4]Zhengyan Zhang, Xu Han, Zhiyuan Liu, Xin Jiang, Maosong Sun, Qun Liu:
ERNIE: Enhanced Language Representation with Informative Entities. CoRR abs/1905.07129 (2019) - [i3]Yuan Yao, Haoxi Zhong, Zhengyan Zhang, Xu Han, Xiaozhi Wang, Chaojun Xiao, Guoyang Zeng, Zhiyuan Liu, Maosong Sun:
Adversarial Language Games for Advanced Natural Language Intelligence. CoRR abs/1911.01622 (2019) - 2018
- [j3]Huaming Liu, Xuehui Bi, Guanming Lu, Weilan Wang, Jingjie Yan, Zhengyan Zhang:
Screen Window Propagating for Image Inpainting. IEEE Access 6: 61761-61772 (2018) - [j2]Zhengyan Zhang, Jianyun Zhang, Qingsong Zhou, Xiaobo Li:
Multi-Target Angle Tracking Algorithm for Bistatic Multiple-Input Multiple-Output (MIMO) Radar Based on the Elements of the Covariance Matrix. Sensors 18(3): 805 (2018) - [i2]Jie Zhou, Ganqu Cui, Zhengyan Zhang, Cheng Yang, Zhiyuan Liu, Maosong Sun:
Graph Neural Networks: A Review of Methods and Applications. CoRR abs/1812.08434 (2018) - [i1]Zhengyan Zhang, Cheng Yang, Zhiyuan Liu, Maosong Sun, Zhichong Fang, Bo Zhang, Leyu Lin:
COSINE: Compressive Network Embedding on Large-scale Information Networks. CoRR abs/1812.08972 (2018) - 2017
- [j1]Zhengyan Zhang, Jingjie Yan, Guanming Lu, Haibo Li, Ning Sun, Qi Ge:
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