Dawei Gao

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 63

Top Topics

Fault Diagnosis

Bayesian Learning

Top Venues

Proc. VLDB Endow.

Reliab. Eng. Syst. Saf.

Publications

Dawei Gao, Yongsheng Zhu, Ke Yan, Carlos Guedes Soares
Deep learning-based framework for regional risk assessment in a multi-ship encounter situation based on the transformer network. Reliab. Eng. Syst. Saf. 241 (2024)
Yingqian Min, Kun Zhou, Dawei Gao, Xin Zhao, He Hu, Yaliang Li
DATA-CUBE: Data Curriculum for Instruction-based Sentence Representation Learning. ACL (Findings) (2024)
Dawei Gao, Haibin Wang, Yaliang Li, Xiuyu Sun, Yichen Qian, Bolin Ding, Jingren Zhou
Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation. Proc. VLDB Endow. 17 (5) (2024)
Dawei Gao, Qinghua Guo, Guisheng Liao, Yonina C. Eldar, Yonghui Li, Yanguang Yu, Branka Vucetic
Signal Detection in MIMO Systems With Hardware Imperfections: Message Passing on Neural Networks. IEEE Trans. Wirel. Commun. 23 (1) (2024)
Peiyu Liu, Zikang Liu, Ze-Feng Gao, Dawei Gao, Wayne Xin Zhao, Yaliang Li, Bolin Ding, Ji-Rong Wen
Do Emergent Abilities Exist in Quantized Large Language Models: An Empirical Study. LREC/COLING (2024)
Xuchen Pan, Dawei Gao, Yuexiang Xie, Zhewei Wei, Yaliang Li, Bolin Ding, Ji-Rong Wen, Jingren Zhou
Very Large-Scale Multi-Agent Simulation in AgentScope. CoRR (2024)
Daoyuan Chen, Yilun Huang, Zhijian Ma, Hesen Chen, Xuchen Pan, Ce Ge, Dawei Gao, Yuexiang Xie, Zhaoyang Liu, Jinyang Gao, Yaliang Li, Bolin Ding, Jingren Zhou
Data-Juicer: A One-Stop Data Processing System for Large Language Models. SIGMOD Conference Companion (2024)
Junru Qu, Dong Liu, Bing Chen, Ying Sun, Xinze Li, Chengji Jin, Jiajia Chen, Haoji Qian, Rongzong Shen, Xiao Yu, Dawei Gao, Ran Cheng, Genquan Han
Low Temperature Characterization and Modeling of Hot Carrier Injection in 14 nm Si FinFET. IRPS (2024)
Zikang Liu, Kun Zhou, Wayne Xin Zhao, Dawei Gao, Yaliang Li, Ji-Rong Wen
Less is More: Data Value Estimation for Visual Instruction Tuning. CoRR (2024)
Dawei Gao, Kai Huang, Yongsheng Zhu, Linbo Zhu, Ke Yan, Zhijun Ren, Carlos Guedes Soares
Semi-supervised small sample fault diagnosis under a wide range of speed variation conditions based on uncertainty analysis. Reliab. Eng. Syst. Saf. 242 (2024)
Xinze Li, Yiqin Zeng, Yuxuan Wu, Ying Sun, Junru Qu, Chengji Jin, Jiani Gu, Rongzong Shen, Gaobo Lin, Dawei Gao, Xiao Yu, Bing Chen, Ran Cheng, Genquan Han
Investigation of Read Disturb for Hf0.5Zr0.502 Ferroelectric Field-Effect Transistors Based Neuromorphic Applications. IRPS (2024)
Dawei Gao, Zitao Li, Weirui Kuang, Xuchen Pan, Daoyuan Chen, Zhijian Ma, Bingchen Qian, Liuyi Yao, Lin Zhu, Chen Cheng, Hongzhu Shi, Yaliang Li, Bolin Ding, Jingren Zhou
AgentScope: A Flexible yet Robust Multi-Agent Platform. CoRR (2024)
Qiao Teng, Yongyu Wu, Junzhe Kang, Kai Xu, Dawei Gao
Impact of Lightly Doped Drain on Hot Carrier Degradation Variability in N-FETs and SRAM Cells. IRPS (2024)
Weirui Kuang, Bingchen Qian, Zitao Li, Daoyuan Chen, Dawei Gao, Xuchen Pan, Yuexiang Xie, Yaliang Li, Bolin Ding, Jingren Zhou
FederatedScope-LLM: A Comprehensive Package for Fine-tuning Large Language Models in Federated Learning. KDD (2024)
Xiao Dong, Songyu Sun, Yangfan Jiang, Jingtong Hu, Dawei Gao, Cheng Zhuo
SPIRAL: Signal-Power Integrity Co-Analysis for High-Speed Inter-Chiplet Serial Links Validation. ASPDAC (2024)
Yingqian Min, Kun Zhou, Dawei Gao, Wayne Xin Zhao, He Hu, Yaliang Li
Data-CUBE: Data Curriculum for Instruction-based Sentence Representation Learning. CoRR (2024)
Zhijun Ren, Dawei Gao, Yongsheng Zhu, Qing Ni, Ke Yan, Jun Hong
Generative adversarial networks driven by multi-domain information for improving the quality of generated samples in fault diagnosis. Eng. Appl. Artif. Intell. 124 (2023)
Daoyuan Chen, Dawei Gao, Yuexiang Xie, Xuchen Pan, Zitao Li, Yaliang Li, Bolin Ding, Jingren Zhou
FS-REAL: Towards Real-World Cross-Device Federated Learning. KDD (2023)
Yi Jiang, Yanning Chen, Fang Liu, Bo Wu, Yongfeng Deng, Junkang Li, Dawei Gao, Rui Zhang
Systematic Study on Predicting the Lifetime of Si pMOSFETs During NBTI Stress Based on Low-Frequency Noise. ICICDT (2023)
Dawei Gao, Haibin Wang, Yaliang Li, Xiuyu Sun, Yichen Qian, Bolin Ding, Jingren Zhou
Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation. CoRR (2023)
Daoyuan Chen, Liuyi Yao, Dawei Gao, Bolin Ding, Yaliang Li
Efficient Personalized Federated Learning via Sparse Model-Adaptation. CoRR (2023)
Dawei Gao, Daoyuan Chen, Zitao Li, Yuexiang Xie, Xuchen Pan, Yaliang Li, Bolin Ding, Jingren Zhou
FS-Real: A Real-World Cross-Device Federated Learning Platform. Proc. VLDB Endow. 16 (12) (2023)
Ergute Bao, Dawei Gao, Xiaokui Xiao, Yaliang Li
Communication Efficient and Differentially Private Logistic Regression under the Distributed Setting. KDD (2023)
Dawei Gao, Yongsheng Zhu, Carlos Guedes Soares
Uncertainty modelling and dynamic risk assessment for long-sequence AIS trajectory based on multivariate Gaussian Process. Reliab. Eng. Syst. Saf. 230 (2023)
Daoyuan Chen, Liuyi Yao, Dawei Gao, Bolin Ding, Yaliang Li
Efficient Personalized Federated Learning via Sparse Model-Adaptation. ICML (2023)
Daoyuan Chen, Yilun Huang, Zhijian Ma, Hesen Chen, Xuchen Pan, Ce Ge, Dawei Gao, Yuexiang Xie, Zhaoyang Liu, Jinyang Gao, Yaliang Li, Bolin Ding, Jingren Zhou
Data-Juicer: A One-Stop Data Processing System for Large Language Models. CoRR (2023)
Yuexiang Xie, Zhen Wang, Dawei Gao, Daoyuan Chen, Liuyi Yao, Weirui Kuang, Yaliang Li, Bolin Ding, Jingren Zhou
FederatedScope: A Flexible Federated Learning Platform for Heterogeneity. Proc. VLDB Endow. 16 (5) (2023)
Peiyu Liu, Zikang Liu, Ze-Feng Gao, Dawei Gao, Wayne Xin Zhao, Yaliang Li, Bolin Ding, Ji-Rong Wen
Do Emergent Abilities Exist in Quantized Large Language Models: An Empirical Study. CoRR (2023)
Weirui Kuang, Bingchen Qian, Zitao Li, Daoyuan Chen, Dawei Gao, Xuchen Pan, Yuexiang Xie, Yaliang Li, Bolin Ding, Jingren Zhou
FederatedScope-LLM: A Comprehensive Package for Fine-tuning Large Language Models in Federated Learning. CoRR (2023)
Yiwen Mao, Dawei Gao, Qinghua Guo, Ming Jin
Message Passing Based Block Sparse Signal Recovery for DOA Estimation Using Large Arrays. IEEE Signal Process. Lett. 30 (2023)
Daoyuan Chen, Dawei Gao, Yuexiang Xie, Xuchen Pan, Zitao Li, Yaliang Li, Bolin Ding, Jingren Zhou
FS-Real: Towards Real-World Cross-Device Federated Learning. CoRR (2023)
Xinze Li, Yuxuan Wu, Qiao Teng, Ying Sun, Xiao Gong, Guillaume Besnard, Christophe Maleville, Olivier Weber, Rui Zhang, Bing Chen, Dawei Gao, Ran Cheng
Investigation of Random Telegraph Noise in Advanced Silicon-On-Insulator N-FETs: The Impact of Back Bias, Strain, and Hot Carrier Stress. ICICDT (2023)
Daoyuan Chen, Dawei Gao, Weirui Kuang, Yaliang Li, Bolin Ding
pFL-Bench: A Comprehensive Benchmark for Personalized Federated Learning. CoRR (2022)
Dawei Gao, Qinghua Guo, Ming Jin, Guisheng Liao, Yonina C. Eldar
Hyper-Parameter Auto-Tuning for Sparse Bayesian Learning. CoRR (2022)
Daoyuan Chen, Dawei Gao, Weirui Kuang, Yaliang Li, Bolin Ding
pFL-Bench: A Comprehensive Benchmark for Personalized Federated Learning. NeurIPS (2022)
Dawei Gao, Qinghua Guo, Guisheng Liao, Yonina C. Eldar, Yonghui Li, Yanguang Yu, Branka Vucetic
Signal Detection in MIMO Systems with Hardware Imperfections: Message Passing on Neural Networks. CoRR (2022)
Fangda Li, Zhenwei Guo, Xinpeng Pan, Jianxin Liu, Yanyi Wang, Dawei Gao
Deep Learning with Adaptive Attention for Seismic Velocity Inversion. Remote. Sens. 14 (15) (2022)
Dawei Gao, Qinghua Guo, Chau Yuen
Structured DNN-Based Receiver for Millimeter-Wave MIMO With Nonlinear Distortions. IEEE Wirel. Commun. Lett. 11 (2) (2022)
Zhijun Ren, Yongsheng Zhu, Wei Kang, Hong Fu, Qingbo Niu, Dawei Gao, Ke Yan, Jun Hong
Adaptive cost-sensitive learning: Improving the convergence of intelligent diagnosis models under imbalanced data. Knowl. Based Syst. 241 (2022)
Yuexiang Xie, Zhen Wang, Daoyuan Chen, Dawei Gao, Liuyi Yao, Weirui Kuang, Yaliang Li, Bolin Ding, Jingren Zhou
FederatedScope: A Comprehensive and Flexible Federated Learning Platform via Message Passing. CoRR (2022)
Liuyi Yao, Dawei Gao, Zhen Wang, Yuexiang Xie, Weirui Kuang, Daoyuan Chen, Haohui Wang, Chenhe Dong, Bolin Ding, Yaliang Li
A Benchmark for Federated Hetero-Task Learning. CoRR (2022)
Dawei Gao, Yuexiang Xie, Zimu Zhou, Zhen Wang, Yaliang Li, Bolin Ding
Finding Meta Winning Ticket to Train Your MAML. KDD (2022)
Dawei Gao, Xiaoxi He, Zimu Zhou, Yongxin Tong, Lothar Thiele
Pruning Meta-Trained Networks for On-Device Adaptation. CIKM (2021)
Dawei Gao, Yongsheng Zhu, Zhijun Ren, Ke Yan, Wei Kang
A novel weak fault diagnosis method for rolling bearings based on LSTM considering quasi-periodicity. Knowl. Based Syst. 231 (2021)
Dawei Gao, Qinghua Guo, Yonina C. Eldar
Massive MIMO as an Extreme Learning Machine. IEEE Trans. Veh. Technol. 70 (1) (2021)
Xiaoxi He, Dawei Gao, Zimu Zhou, Yongxin Tong, Lothar Thiele
Pruning-Aware Merging for Efficient Multitask Inference. KDD (2021)
Yiwen Mao, Man Luo, Dawei Gao, Qinghua Guo
Low complexity DOA estimation using AMP with unitary transformation and iterative refinement. Digit. Signal Process. 106 (2020)
Xiaoguang Zhang, Yi Li, Keqin Wang, Wenhan Zhang, Dawei Gao
Model Predictive Control of the Open-winding PMSG System Based on Three-Dimensional Reference Voltage-Vector. IEEE Trans. Ind. Electron. 67 (8) (2020)
Zhanchuan Wu, Ying Fan, Christopher H. T. Lee, Dawei Gao, Ke Yu
Vibration Optimization of FSCW-IPM Motor Based on Iron-Core Modification for Electric Vehicles. IEEE Trans. Veh. Technol. 69 (12) (2020)
Dawei Gao, Xiaoxi He, Zimu Zhou, Yongxin Tong, Ke Xu, Lothar Thiele
Rethinking Pruning for Accelerating Deep Inference At the Edge. KDD (2020)
Dawei Gao, Qinghua Guo
Massive MIMO As Extreme Learning Machine. CoRR (2020)
Dawei Gao, Qinghua Guo, Jun Tong, Nan Wu, Jiangtao Xi, Yanguang Yu
Extreme-Learning-Machine-Based Noniterative and Iterative Nonlinearity Mitigation for LED Communication Systems. IEEE Syst. J. 14 (4) (2020)
Xiaoxi He, Dawei Gao, Zimu Zhou, Yongxin Tong, Lothar Thiele
Disentangling Redundancy for Multi-Task Pruning. CoRR (2019)
Kun Wang, Peng Liu, Anran Zhao, Qixun Zhang, Lei Wang, Yiming Xue, Xiyu Gao, Dawei Gao
Development and Application of MES Based on Cloud Platform for Steel Structure Enterprises. IEEM (2019)
Dawei Gao, Qinghua Guo
Extreme learning machine-based receiver for MIMO LED communications. Digit. Signal Process. 95 (2019)
Qiming Wang, Tao Sun, Zhichao Lyu, Dawei Gao
A Virtual In-Cylinder Pressure Sensor Based on EKF and Frequency-Amplitude-Modulation Fourier-Series Method. Sensors 19 (14) (2019)
Anran Zhao, Peng Liu, Kun Wang, Qixun Zhang, Lei Wang, Yiming Xue, Xiyu Gao, Dawei Gao
Process Management of Customized Product Manufacturing for Steel Structures. IEEM (2019)
Dawei Gao, Qinghua Guo
Extreme Learning Machine-Based Receiver for MIMO LED Communications. CoRR (2019)
Xiaoguang Zhang, Keqin Wang, Wenhan Zhang, Yaoqiang Wang, Peng Wang, Dawei Gao
Dual Delay-Compensation-Based Model Predictive Control for the Semi-Controlled Open-Winding PMSM System. IEEE Access 7 (2019)
Yuanyuan Zhang, Dawei Gao, Jie Luo, Ke Xu
CPCA: A Feature Semantics Based Crowd Dimension Reduction Framework. IEEE Access 6 (2018)
Dawei Gao, Yongxin Tong, Jieying She, Tianshu Song, Lei Chen, Ke Xu
Top-k Team Recommendation and Its Variants in Spatial Crowdsourcing. Data Sci. Eng. 2 (2) (2017)
Dawei Gao, Yongxin Tong, Yudian Ji, Ke Xu
Team-Oriented Task Planning in Spatial Crowdsourcing. APWeb/WAIM (1) (2017)
Dawei Gao, Yongxin Tong, Jieying She, Tianshu Song, Lei Chen, Ke Xu
Top-k Team Recommendation in Spatial Crowdsourcing. WAIM (1) (2016)
Ning Ma, Shumei Ren, Peiling Yang, Yanbing Chi, Dawei Gao
Effect of Different Nitrogen Fertilizers with Reclaimed Water Irrigation on Soil Greenhouse Gas Emissions. CCTA (2014)
Lina Yu, Wanlin Gao, Qiong An, Jianing Zhao, Donghua Liang, Dawei Gao
Data resource management according to customer requirements. Math. Comput. Model. 54 (3-4) (2011)
Dawei Gao, Yantai Shu, Li Yu, M. Y. Sanadidi, Mario Gerla
TCP SPC: Statistic Process Control for Enhanced Transport over Wireless Links. GLOBECOM (2008)
Muwei Jian, Junyu Dong, Dawei Gao, Zuojuan Liang
New Texture Features Based on Wavelet Transform Coinciding with Human Visual Perception. SNPD (1) (2007)
Junyu Dong, Muwei Jian, Dawei Gao, Shengke Wang
Reducing the Dimensionality of Feature Vectors for Texture Image Retrieval Based on Wavelet Decomposition. SNPD (1) (2007)