Wentao Guo

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 28

Top Topics

Policy Iteration

Neural Network Structure

Structural Design

Approximate Dynamic Programming

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Wentao Guo, Jikai Long, Yimeng Zeng, Zirui Liu, Xinyu Yang, Yide Ran, Jacob R. Gardner, Osbert Bastani, Christopher De Sa, Xiaodong Yu, Beidi Chen, Zhaozhuo Xu
Zeroth-Order Fine-Tuning of LLMs with Extreme Sparsity. CoRR (2024)
Ming Gao, Fu Xiao, Wentao Guo, Zixin Lin, Weiran Liu, Jinsong Han
Practical EMI Attacks on Smartphones With Users' Commands Cancelled. IEEE Trans. Dependable Secur. Comput. 21 (4) (2024)
Wentao Guo, Andrew Wang, Bradon Thymes, Thorsten Joachims
Ranking with Slot Constraints. KDD (2024)
Fanmeng Wang, Wentao Guo, Minjie Cheng, Shen Yuan, Hongteng Xu, Zhifeng Gao
Predicting Polymer Properties Based on Multimodal Multitask Pretraining. CoRR (2024)
Zuyu Cheng, Zhengcai Zhao, Yixiao Wang, Wentao Guo, Yufei Wang, Xiang Gao
A WT-ResNet based fault diagnosis model for the urban rail train transmission system. CoRR (2024)
Junjie Zhou, Hongkui Xu, Zifeng Zhang, Jiangkun Lu, Wentao Guo, Zhenye Li
Using Recurrent Neural Network Structure and Multi-Head Attention with Convolution for Fraudulent Phone Text Recognition. Comput. Syst. Sci. Eng. 46 (2) (2023)
Wentao Guo, Khiem Pham, Yucheng Lu, Tiancheng Yuan, Charlie F. Ruan, Christopher De Sa
Scale up with Order: Finding Good Data Permutations for Distributed Training. CoRR (2023)
Wentao Guo, Jason Walter, Michelle L. Mazurek
The Role of Professional Product Reviewers in Evaluating Security and Privacy. USENIX Security Symposium (2023)
Ming Gao, Fu Xiao, Weiran Liu, Wentao Guo, Yangtao Huang, Yajie Liu, Jinsong Han
Expelliarmus: Command Cancellation Attacks on Smartphones using Electromagnetic Interference. INFOCOM (2023)
Lin Yao, Zhen Wang, Wentao Guo, Shang Xiang, Wentan Liu, Guolin Ke
Node-Aligned Graph-to-Graph Generation for Retrosynthesis Prediction. CoRR (2023)
Michael Coblenz, Wentao Guo, Kamatchi Voozhian, Jeffrey S. Foster
A Qualitative Study of REST API Design and Specification Practices. VL/HCC (2023)
Yann Hicke, Abhishek Masand, Wentao Guo, Tushaar Gangavarapu
Assessing the efficacy of large language models in generating accurate teacher responses. BEA@ACL (2023)
Yann Hicke, Abhishek Masand, Wentao Guo, Tushaar Gangavarapu
Assessing the efficacy of large language models in generating accurate teacher responses. CoRR (2023)
Wentao Guo, Andrew Wang, Bradon Thymes, Thorsten Joachims
Ranking with Slot Constraints. CoRR (2023)
A. Feder Cooper, Wentao Guo, Khiem Pham, Tiancheng Yuan, Charlie Ruan, Yucheng Lu, Christopher De Sa
CD-GraB: Coordinating Distributed Example Orders for Provably Accelerated Training. NeurIPS (2023)
Wentao Guo, Charlie Ruan, Claire Zhou
Photo Rater: Photographs Auto-Selector with Deep Learning. CoRR (2022)
Yucheng Lu, Wentao Guo, Christopher De Sa
GraB: Finding Provably Better Data Permutations than Random Reshuffling. NeurIPS (2022)
Jiaye Tao, Heping Wang, Wenjian Wang, Na Mi, Wei Zhang, Qiujia Wen, Jiajing Ouyang, Xinyun Liang, Min Chen, Wentao Guo, Guoming Li, Jun Liu, Hanning Zhao, Xin Wang, Xuemeng Li, Shengjun Feng, Xinguang Liu, Zhiwei He, Zuguo Zhao
Binding mechanism of oseltamivir and influenza neuraminidase suggests perspectives for the design of new anti-influenza drugs. PLoS Comput. Biol. 18 (7) (2022)
Jianan Canal Li, Yimeng Zeng, Wentao Guo
Cyclical Kernel Adaptive Metropolis. CoRR (2022)
Yucheng Lu, Wentao Guo, Christopher De Sa
GraB: Finding Provably Better Data Permutations than Random Reshuffling. CoRR (2022)
Wentao Guo, Jay Rodolitz, Eleanor Birrell
Poli-see: An Interactive Tool for Visualizing Privacy Policies. WPES@CCS (2020)
Wentao Guo, Jennie Si, Feng Liu, Shengwei Mei
Policy Approximation in Policy Iteration Approximate Dynamic Programming for Discrete-Time Nonlinear Systems. IEEE Trans. Neural Networks Learn. Syst. 29 (7) (2018)
Yan Yan, Zitao Liu, Meng Zhao, Wentao Guo, Weipeng P. Yan, Yongjun Bao
A Practical Deep Online Ranking System in E-commerce Recommendation. ECML/PKDD (3) (2018)
Yan Yan, Wentao Guo, Meng Zhao, Jinghe Hu, Weipeng P. Yan
Optimizing Gross Merchandise Volume via DNN-MAB Dynamic Ranking Paradigm. CoRR (2017)
Wentao Guo, Weizhong Guo
Structural design of a novel family of 2-DOF translational parallel robots to enhance the normal-direction stiffness using passive limbs. Intell. Serv. Robotics 10 (4) (2017)
Wentao Guo, Feng Liu, Jennie Si, Dawei He, Ronald G. Harley, Shengwei Mei
Online Supplementary ADP Learning Controller Design and Application to Power System Frequency Control With Large-Scale Wind Energy Integration. IEEE Trans. Neural Networks Learn. Syst. 27 (8) (2016)
Wentao Guo, Feng Liu, Jennie Si, Shengwei Mei, Rui Li
Error bound analysis of policy iteration based approximate dynamic programming for deterministic discrete-time nonlinear systems. IJCNN (2015)
Wentao Guo, Feng Liu, Jennie Si, Dawei He, Ronald G. Harley, Shengwei Mei
Approximate dynamic programming based supplementary reactive power control for DFIG wind farm to enhance power system stability. Neurocomputing 170 (2015)
Wentao Guo, Feng Liu, Jennie Si, Shengwei Mei
Online adaptation of controller parameters based on approximate dynamic programming. IJCNN (2014)
Wentao Guo, Feng Liu, Dawei He, Jennie Si, Ronald G. Harley, Shengwei Mei
Reactive power control of DFIG wind farm using online supplementary learning controller based on approximate dynamic programming. IJCNN (2014)
Wentao Guo, Xinjie Yu
Non-dominated sorting differential evolution with improved directional convergence and spread for multiobjective optimization. GECCO (Companion) (2014)
Wentao Guo, Jennie Si, Feng Liu, Shengwei Mei
Policy iteration approximate dynamic programming using Volterra series based actor. IJCNN (2014)
Wentao Guo, Feng Liu, Jennie Si, Shengwei Mei
Incorporating approximate dynamic programming-based parameter tuning into PD-type virtual inertia control of DFIGs. IJCNN (2013)
Feng Liu, Jian Sun, Jennie Si, Wentao Guo, Shengwei Mei
A boundedness result for the direct heuristic dynamic programming. Neural Networks 32 (2012)