Zhengyan Zhang

123 papers A* 7A 5B 3Journal 81Unranked 27

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	DeepBHMR: Learning Bidirectional Hybrid Mixture Models for Generalized Global Rigid Point Set Registration in Computer-Assisted Orthopedic Surgery. IEEE Trans Autom. Sci. Eng. Zhengyan Zhang, Ang Zhang, Rui Song, Yi-Bin Li, Max Q.-H. Meng, Zhe Min
2026	J	`jnl`	Robust Generalized Partial-to-Full Point Set Registration With Overlap-Guided Bidirectional Hybrid Mixture Models for Computer-Assisted Orthopedic Surgery. IEEE Trans Autom. Sci. Eng. Xinzhe Du, Zhengyan Zhang, Ang Zhang, Rui Song, Yibin Li, Max Q.-H. Meng, Zhe Min
2025	J	`jnl`	DeepSeek-R1 incentivizes reasoning in LLMs through reinforcement learning. Nat. Daya Guo, Dejian Yang, Haowei Zhang, Junxiao Song, Peiyi Wang, Qihao Zhu, Runxin Xu, Ruoyu Zhang, Shirong Ma, Xiao Bi, Xiaokang Zhang, Xingkai Yu, Yu Wu, Z. F. Wu, Zhibin Gou, Zhihong Shao, Zhuoshu Li, Ziyi Gao, Aixin Liu, Bing Xue, Bingxuan Wang, Bochao Wu, Bei Feng, Chengda Lu, Chenggang Zhao, Chengqi Deng, Chong Ruan, Damai Dai, Deli Chen, Dongjie Ji, Erhang Li, Fangyun Lin, Fucong Dai, Fuli Luo, Guangbo Hao, Guanting Chen, Guowei Li, Hao Zhang, Hanwei Xu, Honghui Ding, Huazuo Gao, Hui Qu, Hui Li, Jianzhong Guo, Jiashi Li, Jingchang Chen, Jingyang Yuan, Jinhao Tu, Junjie Qiu, Junlong Li, J. L. Cai, Jiaqi Ni, Jian Liang, Jin Chen, Kai Dong, Kai Hu, Kaichao You, Kaige Gao, Kang Guan, Kexin Huang, Kuai Yu, Lean Wang, Lecong Zhang, Liang Zhao, Litong Wang, Liyue Zhang, Lei Xu, Leyi Xia, Mingchuan Zhang, Minghua Zhang, Minghui Tang, Mingxu Zhou, Meng Li, Miaojun Wang, Mingming Li, Ning Tian, Panpan Huang, Peng Zhang, Qiancheng Wang, Qinyu Chen, Qiushi Du, Ruiqi Ge, Ruisong Zhang, Ruizhe Pan, Runji Wang, R. J. Chen, R. L. Jin, Ruyi Chen, Shanghao Lu, Shangyan Zhou, Shanhuang Chen, Shengfeng Ye, Shiyu Wang, Shuiping Yu, Shunfeng Zhou, Shuting Pan, S. S. Li, Shuang Zhou, Shaoqing Wu, Tao Yun, Tian Pei, Tianyu Sun, Tao Wang, Wangding Zeng, Wen Liu, Wenfeng Liang, Wenjun Gao, Wenqin Yu, Wentao Zhang, W. L. Xiao, Wei An, Xiaodong Liu, Xiaohan Wang, Xiaokang Chen, Xiaotao Nie, Xin Cheng, Xin Liu, Xin Xie, Xingchao Liu, Xinyu Yang, Xinyuan Li, Xuecheng Su, Xuheng Lin, X. Q. Li, Xiangyue Jin, Xiaojin Shen, Xiaosha Chen, Xiaowen Sun, Xiaoxiang Wang, Xinnan Song, Xinyi Zhou, Xianzu Wang, Xinxia Shan, Y. K. Li, Y. Q. Wang, Y. X. Wei, Yang Zhang, Yanhong Xu, Yao Li, Yao Zhao, Yaofeng Sun, Yaohui Wang, Yi Yu, Yichao Zhang, Yifan Shi, Yiliang Xiong, Ying He, Yishi Piao, Yisong Wang, Yixuan Tan, Yiyang Ma, Yiyuan Liu, Yongqiang Guo, Yuan Ou, Yuduan Wang, Yue Gong, Yuheng Zou, Yujia He, Yunfan Xiong, Yuxiang Luo, Yuxiang You, Yuxuan Liu, Yuyang Zhou, Y. X. Zhu, Yanping Huang, Yaohui Li, Yi Zheng, Yuchen Zhu, Yunxian Ma, Ying Tang, Yukun Zha, Yuting Yan, Z. Z. Ren, Zehui Ren, Zhangli Sha, Zhe Fu, Zhean Xu, Zhenda Xie, Zhengyan Zhang, Zhewen Hao, Zhicheng Ma, Zhigang Yan, Zhiyu Wu, Zihui Gu, Zijia Zhu, Zijun Liu, Zilin Li, Ziwei Xie, Ziyang Song, Zizheng Pan, Zhen Huang, Zhipeng Xu, Zhongyu Zhang, Zhen Zhang
2025	—	`conf`	Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention. ACL (1) Jingyang Yuan, Huazuo Gao, Damai Dai, Junyu Luo, Liang Zhao, Zhengyan Zhang, Zhenda Xie, Yuxing Wei, Lean Wang, Zhiping Xiao, Yuqing Wang, Chong Ruan, Ming Zhang, Wenfeng Liang, Wangding Zeng
2025	J	`jnl`	Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention. CoRR Jingyang Yuan, Huazuo Gao, Damai Dai, Junyu Luo, Liang Zhao, Zhengyan Zhang, Zhenda Xie, Y. X. Wei, Lean Wang, Zhiping Xiao, Yuqing Wang, Chong Ruan, Ming Zhang, Wenfeng Liang, Wangding Zeng
2025	J	`jnl`	PF-MAAC: A learning-based method for probabilistic optimization in time-constrained non-adversarial moving target search. Swarm Evol. Comput. Qihang Peng, Hongliang Guo, Zhengyan Zhang, Chih-Yung Wen, Yaochu Jin
2025	—	`conf`	Point Set Registration Metrics Reloaded for Computer-Assisted Surgery. ShapeMI@MICCAI Xinzhe Du, Shixing Ma, Mingyang Liu, Zhengyan Zhang, Zhe Min
2025	B	`conf`	ProSparse: Introducing and Enhancing Intrinsic Activation Sparsity within Large Language Models. COLING Chenyang Song, Xu Han, Zhengyan Zhang, Shengding Hu, Xiyu Shi, Kuai Li, Chen Chen, Zhiyuan Liu, Guangli Li, Tao Yang, Maosong Sun
2025	A	`conf`	Registration After Completion: Towards Sparse and Partial Point Set Registration for Computer-Assisted Orthopedic Surgery. IROS Xinzhe Du, Shixing Ma, Zhengyan Zhang, Rui Song, Yibin Li, Max Q.-H. Meng, Zhe Min
2025	A	`conf`	Revisiting 3D Curve to Surface Registration using Tangent and Normal Vectors for Computer-Assisted Orthopedic Surgery. IROS Zhengyan Zhang, Xinzhe Du, Rui Song, Yibin Li, Max Q.-H. Meng, Zhe Min
2025	J	`jnl`	mHC: Manifold-Constrained Hyper-Connections. CoRR Zhenda Xie, Yixuan Wei, Huanqi Cao, Chenggang Zhao, Chengqi Deng, Jiashi Li, Damai Dai, Huazuo Gao, Jiang Chang, Liang Zhao, Shangyan Zhou, Zhean Xu, Zhengyan Zhang, Wangding Zeng, Shengding Hu, Yuqing Wang, Jingyang Yuan, Lean Wang, Wenfeng Liang
2024	J	`jnl`	CGAN: lightweight and feature aggregation network for high-performance interactive image segmentation. Vis. Comput. Yan Gui, Zhengyan Zhang, Zhihua Chen, Chuang Zhang, Jin Zhang
2024	J	`jnl`	CPT: Colorful Prompt Tuning for pre-trained vision-language models. AI Open Yuan Yao, Ao Zhang, Zhengyan Zhang, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun
2024	J	`jnl`	Configurable Foundation Models: Building LLMs from a Modular Perspective. CoRR 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
2024	J	`jnl`	Correction to: Red Alarm for Pre-trained Models: Universal Vulnerability to Neuron-level Backdoor Attacks. Mach. Intell. Res. Zhengyan Zhang, Guangxuan Xiao, Yongwei Li, Tian Lv, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Xin Jiang, Maosong Sun
2024	J	`jnl`	DOA Estimation Method Based on Unsupervised Learning Network With Threshold Capon Spectrum Weighted Penalty. IEEE Signal Process. Lett. Zhengyan Zhang, Xiaodong Qu, Wolin Li, Hongzhe Miao, Fengrui Liu
2024	A	`conf`	DeepBHMR: Learning Bidirectional Hybrid Mixture Models for Generalized Rigid Point Set Registration. IROS Zhe Min, Zhengyan Zhang, Ang Zhang, Rui Song, Yibin Li, Max Q.-H. Meng
2024	A*	`conf`	Exploring the Benefit of Activation Sparsity in Pre-training. ICML Zhengyan Zhang, Chaojun Xiao, Qiujieli Qin, Yankai Lin, Zhiyuan Zeng, Xu Han, Zhiyuan Liu, Ruobing Xie, Maosong Sun, Jie Zhou
2024	J	`jnl`	Exploring the Benefit of Activation Sparsity in Pre-training. CoRR Zhengyan Zhang, Chaojun Xiao, Qiujieli Qin, Yankai Lin, Zhiyuan Zeng, Xu Han, Zhiyuan Liu, Ruobing Xie, Maosong Sun, Jie Zhou
2024	A*	`conf`	InfLLM: Training-Free Long-Context Extrapolation for LLMs with an Efficient Context Memory. NeurIPS Chaojun Xiao, Pengle Zhang, Xu Han, Guangxuan Xiao, Yankai Lin, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun
2024	J	`jnl`	InfLLM: Unveiling the Intrinsic Capacity of LLMs for Understanding Extremely Long Sequences with Training-Free Memory. CoRR Chaojun Xiao, Pengle Zhang, Xu Han, Guangxuan Xiao, Yankai Lin, Zhengyan Zhang, Zhiyuan Liu, Song Han, Maosong Sun
2024	A	`conf`	OBHMR: Robust Partial-to-full Generalized Point Set Registration with Overlap-guided Bidirectional Hybrid Mixture Model. IROS Xinzhe Du, Zhengyan Zhang, Ang Zhang, Rui Song, Yibin Li, Max Q.-H. Meng, Zhe Min
2024	J	`jnl`	ProSparse: Introducing and Enhancing Intrinsic Activation Sparsity within Large Language Models. CoRR Chenyang Song, Xu Han, Zhengyan Zhang, Shengding Hu, Xiyu Shi, Kuai Li, Chen Chen, Zhiyuan Liu, Guangli Li, Tao Yang, Maosong Sun
2024	J	`jnl`	ReLU CoRR Zhengyan Zhang, Yixin Song, Guanghui Yu, Xu Han, Yankai Lin, Chaojun Xiao, Chenyang Song, Zhiyuan Liu, Zeyu Mi, Maosong Sun
2024	J	`jnl`	Robust Adaptive Beamforming Method Based on Steering Vector Phase Correction and Covariance Matrix Reconstruction. IEEE Commun. Lett. Wolin Li, Xiaodong Qu, Xiaopeng Yang, Bowen Han, Zhengyan Zhang, Aly E. Fathy
2024	—	`conf`	Robust and Scalable Model Editing for Large Language Models. LREC/COLING Yingfa Chen, Zhengyan Zhang, Xu Han, Chaojun Xiao, Zhiyuan Liu, Chen Chen, Kuai Li, Tao Yang, Maosong Sun
2024	J	`jnl`	Robust and Scalable Model Editing for Large Language Models. CoRR Yingfa Chen, Zhengyan Zhang, Xu Han, Chaojun Xiao, Zhiyuan Liu, Chen Chen, Kuai Li, Tao Yang, Maosong Sun
2024	J	`jnl`	Turbo Sparse: Achieving LLM SOTA Performance with Minimal Activated Parameters. CoRR Yixin Song, Haotong Xie, Zhengyan Zhang, Bo Wen, Li Ma, Zeyu Mi, Haibo Chen
2023	B	`conf`	A Transferable Multi-Agent Reinforcement Learning Method for Distribution Service Restoration. SMC Ruiqi Si, Ji Qiao, Xiaohui Wang, Kaixuan Ji, Zibo Wang, Zhang Jun, Xuanying Pan, Zhengyan Zhang
2023	J	`jnl`	Anisotropic 6-D Rigid Point Set Registration. IEEE Trans. Instrum. Meas. Zhe Min, Ang Zhang, Delong Zhu, Jin Pan, Zhengyan Zhang, Max Q.-H. Meng
2023	J	`jnl`	Anisotropic Generalized Bayesian Coherent Point Drift for Point Set Registration. IEEE Trans Autom. Sci. Eng. Ang Zhang, Zhe Min, Zhengyan Zhang, Xing Yang, Max Q.-H. Meng
2023	J	`jnl`	Bridging the Language Gap: Knowledge Injected Multilingual Question Answering. CoRR Zhichao Duan, Xiuxing Li, Zhengyan Zhang, Zhenyu Li, Ning Liu, Jianyong Wang
2023	J	`jnl`	CPET: Effective Parameter-Efficient Tuning for Compressed Large Language Models. CoRR Weilin Zhao, Yuxiang Huang, Xu Han, Zhiyuan Liu, Zhengyan Zhang, Maosong Sun
2023	J	`jnl`	DRFM Repeater Jamming Suppression Method Based on Joint Range-Angle Sparse Recovery and Beamforming for Distributed Array Radar. Remote. Sens. Bowen Han, Xiaodong Qu, Xiaopeng Yang, Zhengyan Zhang, Wolin Li
2023	J	`jnl`	DRFM-Based Repeater Jamming Reconstruction and Cancellation Method with Accurate Edge Detection. Remote. Sens. Bowen Han, Xiaodong Qu, Xiaopeng Yang, Wolin Li, Zhengyan Zhang
2023	—	`conf`	Emergent Modularity in Pre-trained Transformers. ACL (Findings) Zhengyan Zhang, Zhiyuan Zeng, Yankai Lin, Chaojun Xiao, Xiaozhi Wang, Xu Han, Zhiyuan Liu, Ruobing Xie, Maosong Sun, Jie Zhou
2023	J	`jnl`	Emergent Modularity in Pre-trained Transformers. CoRR Zhengyan Zhang, Zhiyuan Zeng, Yankai Lin, Chaojun Xiao, Xiaozhi Wang, Xu Han, Zhiyuan Liu, Ruobing Xie, Maosong Sun, Jie Zhou
2023	J	`jnl`	Hybrid Indoor Positioning System Based on Acoustic Ranging and Wi-Fi Fingerprinting under NLOS Environments. Remote. Sens. Zhengyan Zhang, Yue Yu, Liang Chen, Ruizhi Chen
2023	—	`conf`	Non-Rigid 3D Point Set Registration With Reliable Hybrid Mixture Model. ROBIO Haocheng Huang, Zhengyan Zhang, Zhe Min, Max Q.-H. Meng, Shuang Song, Jiaole Wang
2023	—	`conf`	Plug-and-Play Document Modules for Pre-trained Models. ACL (1) Chaojun Xiao, Zhengyan Zhang, Xu Han, Chi-Min Chan, Yankai Lin, Zhiyuan Liu, Xiangyang Li, Zhonghua Li, Zhao Cao, Maosong Sun
2023	J	`jnl`	Plug-and-Play Document Modules for Pre-trained Models. CoRR Chaojun Xiao, Zhengyan Zhang, Xu Han, Chi-Min Chan, Yankai Lin, Zhiyuan Liu, Xiangyang Li, Zhonghua Li, Zhao Cao, Maosong Sun
2023	—	`conf`	Plug-and-Play Knowledge Injection for Pre-trained Language Models. ACL (1) Zhengyan Zhang, Zhiyuan Zeng, Yankai Lin, Huadong Wang, Deming Ye, Chaojun Xiao, Xu Han, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou
2023	J	`jnl`	Plug-and-Play Knowledge Injection for Pre-trained Language Models. CoRR Zhengyan Zhang, Zhiyuan Zeng, Yankai Lin, Huadong Wang, Deming Ye, Chaojun Xiao, Xu Han, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou
2023	—	`conf`	READIN: A Chinese Multi-Task Benchmark with Realistic and Diverse Input Noises. ACL (1) Chenglei Si, Zhengyan Zhang, Yingfa Chen, Xiaozhi Wang, Zhiyuan Liu, Maosong Sun
2023	J	`jnl`	READIN: A Chinese Multi-Task Benchmark with Realistic and Diverse Input Noises. CoRR Chenglei Si, Zhengyan Zhang, Yingfa Chen, Xiaozhi Wang, Zhiyuan Liu, Maosong Sun
2023	J	`jnl`	Red Alarm for Pre-trained Models: Universal Vulnerability to Neuron-level Backdoor Attacks. Mach. Intell. Res. Zhengyan Zhang, Guangxuan Xiao, Yongwei Li, Tian Lv, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Xin Jiang, Maosong Sun
2023	J	`jnl`	Research on SUnet Winter Wheat Identification Method Based on GF-2. Remote. Sens. Ke Zhou, Zhengyan Zhang, Le Liu, Ru Miao, Yang Yang, Tongcan Ren, Ming Yue
2023	J	`jnl`	Robust Semi-Supervised Point Cloud Registration via Latent GMM-Based Correspondence. Remote. Sens. Zhengyan Zhang, Erli Lyu, Zhe Min, Ang Zhang, Yue Yu, Max Q.-H. Meng
2023	J	`jnl`	Sub-Character Tokenization for Chinese Pretrained Language Models. Trans. Assoc. Comput. Linguistics Chenglei Si, Zhengyan Zhang, Yingfa Chen, Fanchao Qi, Xiaozhi Wang, Zhiyuan Liu, Yasheng Wang, Qun Liu, Maosong Sun
2023	J	`jnl`	Tracking-by-Registration: A Robust Approach for Optical Tracking System in Surgical Navigation. IEEE Trans. Instrum. Meas. Jiaole Wang, Tinghua Zhang, Zhengyan Zhang, Max Q.-H. Meng, Shuang Song
2023	J	`jnl`	UNTER: A Unified Knowledge Interface for Enhancing Pre-trained Language Models. CoRR Deming Ye, Yankai Lin, Zhengyan Zhang, Maosong Sun
2023	—	`conf`	Variator: Accelerating Pre-trained Models with Plug-and-Play Compression Modules. EMNLP (Findings) Chaojun Xiao, Yuqi Luo, Wenbin Zhang, Pengle Zhang, Xu Han, Yankai Lin, Zhengyan Zhang, Ruobing Xie, Zhiyuan Liu, Maosong Sun, Jie Zhou
2023	J	`jnl`	Variator: Accelerating Pre-trained Models with Plug-and-Play Compression Modules. CoRR Chaojun Xiao, Yuqi Luo, Wenbin Zhang, Pengle Zhang, Xu Han, Yankai Lin, Zhengyan Zhang, Ruobing Xie, Zhiyuan Liu, Maosong Sun, Jie Zhou
2022	J	`jnl`	A Unified Understanding of Deep NLP Models for Text Classification. CoRR Zhen Li, Xiting Wang, Weikai Yang, Jing Wu, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun, Hui Zhang, Shixia Liu
2022	J	`jnl`	A Unified Understanding of Deep NLP Models for Text Classification. IEEE Trans. Vis. Comput. Graph. Zhen Li, Xiting Wang, Weikai Yang, Jing Wu, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun, Hui Zhang, Shixia Liu
2022	B	`conf`	Automatic Label Sequence Generation for Prompting Sequence-to-sequence Models. COLING Zichun Yu, Tianyu Gao, Zhengyan Zhang, Yankai Lin, Zhiyuan Liu, Maosong Sun, Jie Zhou
2022	J	`jnl`	Automatic Label Sequence Generation for Prompting Sequence-to-sequence Models. CoRR Zichun Yu, Tianyu Gao, Zhengyan Zhang, Yankai Lin, Zhiyuan Liu, Maosong Sun, Jie Zhou
2022	—	`conf`	BMCook: A Task-agnostic Compression Toolkit for Big Models. EMNLP (Demos) Zhengyan Zhang, Baitao Gong, Yingfa Chen, Xu Han, Guoyang Zeng, Weilin Zhao, Yanxu Chen, Zhiyuan Liu, Maosong Sun
2022	—	`conf`	BMInf: An Efficient Toolkit for Big Model Inference and Tuning. ACL (demo) Xu Han, Guoyang Zeng, Weilin Zhao, Zhiyuan Liu, Zhengyan Zhang, Jie Zhou, Jun Zhang, Jia Chao, Maosong Sun
2022	J	`jnl`	COSINE: Compressive Network Embedding on Large-Scale Information Networks. IEEE Trans. Knowl. Data Eng. Zhengyan Zhang, Cheng Yang, Zhiyuan Liu, Maosong Sun, Zhichong Fang, Bo Zhang, Leyu Lin
2022	A*	`conf`	Effective Few-Shot Named Entity Linking by Meta-Learning. ICDE Xiuxing Li, Zhenyu Li, Zhengyan Zhang, Ning Liu, Haitao Yuan, Wei Zhang, Zhiyuan Liu, Jianyong Wang
2022	J	`jnl`	Effective Few-Shot Named Entity Linking by Meta-Learning. CoRR Xiuxing Li, Zhenyu Li, Zhengyan Zhang, Ning Liu, Haitao Yuan, Wei Zhang, Zhiyuan Liu, Jianyong Wang
2022	A*	`conf`	Finding Skill Neurons in Pre-trained Transformer-based Language Models. EMNLP Xiaozhi Wang, Kaiyue Wen, Zhengyan Zhang, Lei Hou, Zhiyuan Liu, Juanzi Li
2022	J	`jnl`	Finding Skill Neurons in Pre-trained Transformer-based Language Models. CoRR Xiaozhi Wang, Kaiyue Wen, Zhengyan Zhang, Lei Hou, Zhiyuan Liu, Juanzi Li
2022	A*	`conf`	Generalized 3D Rigid Point Set Registration with Anisotropic Positional Error Based on Bayesian Coherent Point Drift. ICRA Ang Zhang, Zhe Min, Xing Yang, Zhengyan Zhang, Jin Pan, Max Q.-H. Meng
2022	J	`jnl`	Generalized Point Set Registration With Fuzzy Correspondences Based on Variational Bayesian Inference. IEEE Trans. Fuzzy Syst. Ang Zhang, Zhe Min, Zhengyan Zhang, Max Q.-H. Meng
2022	—	`conf`	Knowledge Inheritance for Pre-trained Language Models. NAACL-HLT Yujia Qin, Yankai Lin, Jing Yi, Jiajie Zhang, Xu Han, Zhengyan Zhang, Yusheng Su, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou
2022	J	`jnl`	Liver function classification based on local direction number and non-local binary pattern. Multim. Tools Appl. Weijia Huang, Wei Yang, Zhengyan Zhang, Caiping Xi, Zehui Wang, Yuanjiang Li
2022	A	`conf`	MO-Transformer: A Transformer-Based Multi-Object Point Cloud Reconstruction Network. IROS Erli Lyu, Zhengyan Zhang, Wei Liu, Jiaole Wang, Shuang Song, Max Q.-H. Meng
2022	—	`conf`	MoEfication: Transformer Feed-forward Layers are Mixtures of Experts. ACL (Findings) Zhengyan Zhang, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou
2022	—	`conf`	Prompt Tuning for Discriminative Pre-trained Language Models. ACL (Findings) Yuan Yao, Bowen Dong, Ao Zhang, Zhengyan Zhang, Ruobing Xie, Zhiyuan Liu, Leyu Lin, Maosong Sun, Jianyong Wang
2022	J	`jnl`	Prompt Tuning for Discriminative Pre-trained Language Models. CoRR Yuan Yao, Bowen Dong, Ao Zhang, Zhengyan Zhang, Ruobing Xie, Zhiyuan Liu, Leyu Lin, Maosong Sun, Jianyong Wang
2021	A*	`conf`	Adversarial Language Games for Advanced Natural Language Intelligence. AAAI Yuan Yao, Haoxi Zhong, Zhengyan Zhang, Xu Han, Xiaozhi Wang, Kai Zhang, Chaojun Xiao, Guoyang Zeng, Zhiyuan Liu, Maosong Sun
2021	—	`conf`	Better Robustness by More Coverage: Adversarial and Mixup Data Augmentation for Robust Finetuning. ACL/IJCNLP (Findings) Chenglei Si, Zhengyan Zhang, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Qun Liu, Maosong Sun
2021	—	`conf`	Bridging the Language Gap: Knowledge Injected Multilingual Question Answering. ICBK Zhichao Duan, Xiuxing Li, Zhengyan Zhang, Zhenyu Li, Ning Liu, Jianyong Wang
2021	J	`jnl`	CPM-2: Large-scale Cost-effective Pre-trained Language Models. CoRR 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
2021	J	`jnl`	CPM-2: Large-scale cost-effective pre-trained language models. AI Open 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
2021	J	`jnl`	CPM: A large-scale generative Chinese Pre-trained language model. AI Open 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
2021	J	`jnl`	CPT: Colorful Prompt Tuning for Pre-trained Vision-Language Models. CoRR Yuan Yao, Ao Zhang, Zhengyan Zhang, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun
2021	J	`jnl`	CSS-LM: A Contrastive Framework for Semi-Supervised Fine-Tuning of Pre-Trained Language Models. IEEE ACM Trans. Audio Speech Lang. Process. Yusheng Su, Xu Han, Yankai Lin, Zhengyan Zhang, Zhiyuan Liu, Peng Li, Jie Zhou, Maosong Sun
2021	J	`jnl`	CSS-LM: A Contrastive Framework for Semi-supervised Fine-tuning of Pre-trained Language Models. CoRR Yusheng Su, Xu Han, Yankai Lin, Zhengyan Zhang, Zhiyuan Liu, Peng Li, Maosong Sun
2021	J	`jnl`	CUGE: A Chinese Language Understanding and Generation Evaluation Benchmark. CoRR 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
2021	J	`jnl`	CokeBERT: Contextual knowledge selection and embedding towards enhanced pre-trained language models. AI Open Yusheng Su, Xu Han, Zhengyan Zhang, Yankai Lin, Peng Li, Zhiyuan Liu, Jie Zhou, Maosong Sun
2021	—	`conf`	Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger. ACL/IJCNLP (1) Fanchao Qi, Mukai Li, Yangyi Chen, Zhengyan Zhang, Zhiyuan Liu, Yasheng Wang, Maosong Sun
2021	J	`jnl`	Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger. CoRR Fanchao Qi, Mukai Li, Yangyi Chen, Zhengyan Zhang, Zhiyuan Liu, Yasheng Wang, Maosong Sun
2021	J	`jnl`	KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation. Trans. Assoc. Comput. Linguistics Xiaozhi Wang, Tianyu Gao, Zhaocheng Zhu, Zhengyan Zhang, Zhiyuan Liu, Juanzi Li, Jian Tang
2021	J	`jnl`	Know what you don't need: Single-Shot Meta-Pruning for attention heads. AI Open Zhengyan Zhang, Fanchao Qi, Zhiyuan Liu, Qun Liu, Maosong Sun
2021	J	`jnl`	Knowledge Inheritance for Pre-trained Language Models. CoRR Yujia Qin, Yankai Lin, Jing Yi, Jiajie Zhang, Xu Han, Zhengyan Zhang, Yusheng Su, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou
2021	J	`jnl`	Knowledgeable machine learning for natural language processing. Commun. ACM Xu Han, Zhengyan Zhang, Zhiyuan Liu
2021	J	`jnl`	MoEfication: Conditional Computation of Transformer Models for Efficient Inference. CoRR Zhengyan Zhang, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou
2021	J	`jnl`	Multi-scale Local Difference Directional Number Pattern for Group-housed Pigs Recognition. KSII Trans. Internet Inf. Syst. Weijia Huang, Weixing Zhu, Zhengyan Zhang, Yizheng Guo
2021	J	`jnl`	Pre-Trained Models: Past, Present and Future. CoRR 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
2021	J	`jnl`	Pre-trained models: Past, present and future. AI Open 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
2021	J	`jnl`	Red Alarm for Pre-trained Models: Universal Vulnerabilities by Neuron-Level Backdoor Attacks. CoRR Zhengyan Zhang, Guangxuan Xiao, Yongwei Li, Tian Lv, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Xin Jiang, Maosong Sun
2021	J	`jnl`	Reliable Hybrid Mixture Model for Generalized Point Set Registration. IEEE Trans. Instrum. Meas. Zhengyan Zhang, Zhe Min, Ang Zhang, Jiaole Wang, Shuang Song, Max Q.-H. Meng
2021	J	`jnl`	SHUOWEN-JIEZI: Linguistically Informed Tokenizers For Chinese Language Model Pretraining. CoRR Chenglei Si, Zhengyan Zhang, Yingfa Chen, Fanchao Qi, Xiaozhi Wang, Zhiyuan Liu, Maosong Sun
2021	—	`conf`	Towards Components-of-Interest Feedback Control and State Estimation of Robotic Manipulator. ROBIO Erli Lyu, Zhengyan Zhang, Jiaole Wang, Shuang Song, Max Q.-H. Meng
2021	—	`conf`	Towards Tracking by 2D-target Registration for Surgical Optical Tracking System. ROBIO Tinghua Zhang, Zhengyan Zhang, Botao Lin, Junnan Xue, Jiaole Wang, Shuang Song
2020	J	`jnl`	Better Robustness by More Coverage: Adversarial Training with Mixup Augmentation for Robust Fine-tuning. CoRR Chenglei Si, Zhengyan Zhang, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Qun Liu, Maosong Sun
2020	J	`jnl`	CPM: A Large-scale Generative Chinese Pre-trained Language Model. CoRR 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
2020	J	`jnl`	Contextual Knowledge Selection and Embedding towards Enhanced Pre-Trained Language Models. CoRR Yusheng Su, Xu Han, Zhengyan Zhang, Peng Li, Zhiyuan Liu, Yankai Lin, Jie Zhou, Maosong Sun
2020	J	`jnl`	Graph neural networks: A review of methods and applications. AI Open Jie Zhou, Ganqu Cui, Shengding Hu, Zhengyan Zhang, Cheng Yang, Zhiyuan Liu, Lifeng Wang, Changcheng Li, Maosong Sun
2020	J	`jnl`	Know What You Don't Need: Single-Shot Meta-Pruning for Attention Heads. CoRR Zhengyan Zhang, Fanchao Qi, Zhiyuan Liu, Qun Liu, Maosong Sun
2020	—	`conf`	Train No Evil: Selective Masking for Task-Guided Pre-Training. EMNLP (1) Yuxian Gu, Zhengyan Zhang, Xiaozhi Wang, Zhiyuan Liu, Maosong Sun
2020	J	`jnl`	Train No Evil: Selective Masking for Task-guided Pre-training. CoRR Yuxian Gu, Zhengyan Zhang, Xiaozhi Wang, Zhiyuan Liu, Maosong Sun
2019	J	`jnl`	A Unified Framework for Community Detection and Network Representation Learning. IEEE Trans. Knowl. Data Eng. Cunchao Tu, Xiangkai Zeng, Hao Wang, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun, Bo Zhang, Leyu Lin
2019	J	`jnl`	A proposed radicality evaluation method for design ideas at conceptual design stage. Comput. Ind. Eng. Wei Liu, Runhua Tan, Guozhong Cao, Zhengyan Zhang, Siyuan Huang, Limeng Liu
2019	J	`jnl`	Adversarial Language Games for Advanced Natural Language Intelligence. CoRR Yuan Yao, Haoxi Zhong, Zhengyan Zhang, Xu Han, Xiaozhi Wang, Chaojun Xiao, Guoyang Zeng, Zhiyuan Liu, Maosong Sun
2019	—	`conf`	ERNIE: Enhanced Language Representation with Informative Entities. ACL (1) Zhengyan Zhang, Xu Han, Zhiyuan Liu, Xin Jiang, Maosong Sun, Qun Liu
2019	J	`jnl`	ERNIE: Enhanced Language Representation with Informative Entities. CoRR Zhengyan Zhang, Xu Han, Zhiyuan Liu, Xin Jiang, Maosong Sun, Qun Liu
2019	J	`jnl`	Incomplete Cholesky Decomposition based Kernel Cross Modal Factor Analysis for Audiovisual Continuous Dimensional Emotion Recognition. KSII Trans. Internet Inf. Syst. Xia Li, Guanming Lu, Jingjie Yan, Haibo Li, Zhengyan Zhang, Ning Sun, Shipeng Xie
2019	—	`conf`	Local directional intensity pattern for facial expression recognition. ICCAIS Weijia Huang, Zhengyan Zhang, Huaming Liu
2018	J	`jnl`	COSINE: Compressive Network Embedding on Large-scale Information Networks. CoRR Zhengyan Zhang, Cheng Yang, Zhiyuan Liu, Maosong Sun, Zhichong Fang, Bo Zhang, Leyu Lin
2018	J	`jnl`	Graph Neural Networks: A Review of Methods and Applications. CoRR Jie Zhou, Ganqu Cui, Zhengyan Zhang, Cheng Yang, Zhiyuan Liu, Maosong Sun
2018	J	`jnl`	Multi-Target Angle Tracking Algorithm for Bistatic Multiple-Input Multiple-Output (MIMO) Radar Based on the Elements of the Covariance Matrix. Sensors Zhengyan Zhang, Jianyun Zhang, Qingsong Zhou, Xiaobo Li
2018	J	`jnl`	Screen Window Propagating for Image Inpainting. IEEE Access Huaming Liu, Xuehui Bi, Guanming Lu, Weilan Wang, Jingjie Yan, Zhengyan Zhang
2017	J	`jnl`	Multiscale Adaptive Local Directional Texture Pattern for Facial Expression Recognition. KSII Trans. Internet Inf. Syst. Zhengyan Zhang, Jingjie Yan, Guanming Lu, Haibo Li, Ning Sun, Qi Ge
2017	A*	`conf`	TransNet: Translation-Based Network Representation Learning for Social Relation Extraction. IJCAI Cunchao Tu, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun
2014	—	`conf`	Privacy-area aware dummy generation algorithms for Location-Based Services. ICC Ben Niu, Zhengyan Zhang, Xiaoqing Li, Hui Li
2014	—	`conf`	Topological Reconstruction Based on STL Model. HCC Chen Ping, Zhengyan Zhang, Dingfang Chen, Jiquan Hu, Bin Shan, Li Bo
2012	—	`conf`	Mechanical Research of the Planet Carrier in Wind Turbine Gear Increaser Based on Co-simulation of ADAMS-ANSYS. ICPCA/SWS Taotao Li, Dingfang Chen, Pengfei Long, Zhengyan Zhang, Jiquan Hu, Jinghua Zhang
2012	—	`conf`	The Optimization of Two-Stage Planetary Gear Train Based on Mathmatica. ICPCA/SWS Tianpei Chen, Zhengyan Zhang, Dingfang Chen, Yongzhi Li
2011	—	`conf`	The Design and Realization of the Fault Diagnosis Expert System of CNC. ICDMA Long He, Zhengyan Zhang, Gaozuo Zhang