Siyang Gao

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 51

Top Topics

Opportunity Cost

Gaussian Processes

Allocation Strategy

Subset Selection

Top Venues

IEEE Trans Autom. Sci. Eng.

Publications

Qiji Zhou, Ruochen Zhou, Zike Hu, Panzhong Lu, Siyang Gao, Yue Zhang
Image-of-Thought Prompting for Visual Reasoning Refinement in Multimodal Large Language Models. CoRR (2024)
Jianzhong Du, Siyang Gao, Chun-Hung Chen
A Contextual Ranking and Selection Method for Personalized Medicine. Manuf. Serv. Oper. Manag. 26 (1) (2024)
Siyang Gao, Yifei Jiang, Bangcheng Zhang, Jianwei Sun, Ming Yang
A Novel Curve Clustering Method in Modal Decomposition for Amplitude Estimation of Period-Decreasing Signals in Brake Rotors. IEEE Trans. Instrum. Meas. 73 (2024)
Shiqi Chen, Miao Xiong, Junteng Liu, Zhengxuan Wu, Teng Xiao, Siyang Gao, Junxian He
In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation. CoRR (2024)
Sait Cakmak, Yuhao Wang, Siyang Gao, Enlu Zhou
Contextual Ranking and Selection with Gaussian Processes and Optimal Computing Budget Allocation. ACM Trans. Model. Comput. Simul. 34 (2) (2024)
Cheng Li, Siyang Gao, Jianzhong Du
Convergence Analysis of Stochastic Kriging-Assisted Simulation with Random Covariates. INFORMS J. Comput. 35 (2) (2023)
Bangcheng Zhang, Siyu Chen, Siyang Gao, Zhi Gao, De Wang, Xiyu Zhang
Combination Balance Correction of Grinding Disk Based on Improved Quantum Genetic Algorithm. IEEE Trans. Instrum. Meas. 72 (2023)
Yanwen Li, Siyang Gao, Tony Z. Shi
Asymptotic optimality of myopic ranking and selection procedures. Autom. 151 (2023)
Yanwen Li, Siyang Gao
Convergence rate analysis for optimal computing budget allocation algorithms. Autom. 153 (2023)
Yifei Jiang, Liyuan Tian, Siyang Gao, Yuelong Wang, Zhe Yu, Sen Zhang
Application of CEEMDAN-Wavelet Soft Threshold Denoising Method in Brake Disc Dynamic Balance Vibration Detection. SAFEPROCESS (2023)
Shiqi Chen, Siyang Gao, Junxian He
Evaluating Factual Consistency of Summaries with Large Language Models. CoRR (2023)
Yang Le, Siyang Gao, Ho Chin Pang
Improving the Knowledge Gradient Algorithm. CoRR (2023)
Zhuodong Yu, Ling Dai, Shaohang Xu, Siyang Gao, Chin Pang Ho
Fast Bellman Updates for Wasserstein Distributionally Robust MDPs. NeurIPS (2023)
Le Yang, Siyang Gao, Chin Pang Ho
Improving the Knowledge Gradient Algorithm. NeurIPS (2023)
Shiqi Chen, Yiran Zhao, Jinghan Zhang, I-Chun Chern, Siyang Gao, Pengfei Liu, Junxian He
FELM: Benchmarking Factuality Evaluation of Large Language Models. NeurIPS (2023)
Shiqi Chen, Yiran Zhao, Jinghan Zhang, I-Chun Chern, Siyang Gao, Pengfei Liu, Junxian He
FELM: Benchmarking Factuality Evaluation of Large Language Models. CoRR (2023)
Yanwen Li, Siyang Gao
On the Finite-Time Performance of the Knowledge Gradient Algorithm. CoRR (2022)
Yanwen Li, Siyang Gao
Convergence Rate Analysis for Optimal Computing Budget Allocation Algorithms. CoRR (2022)
Xiangyang Wang, Hongying Yang, Siyang Gao, Panpan Niu
Texture image retrieval using DNST domain local neighborhood intensity pattern. Multim. Tools Appl. 81 (20) (2022)
Yanwen Li, Siyang Gao, Zhongshun Shi
Asymptotic Optimality of Myopic Ranking and Selection Procedures. CoRR (2022)
Yanwen Li, Siyang Gao
On the Finite-Time Performance of the Knowledge Gradient Algorithm. ICML (2022)
Ming Qin, Zhongshun Shi, Weiwei Chen, Siyang Gao, Leyuan Shi
Wafer Defect Inspection Optimization With Partial Coverage - A Numerical Approach. IEEE Trans Autom. Sci. Eng. 18 (4) (2021)
Sait Cakmak, Enlu Zhou, Siyang Gao
Contextual Ranking and Selection with Gaussian Processes. WSC (2021)
Jidong Wang, Bangcheng Zhang, Siyang Gao, Aijun Yu
A Data Fusion Algorithm of the Improved BP Neural Network by Particle Swarm Optimization. CAA SAFEPROCESS (2021)
Yanwen Li, Siyang Gao
On the Convergence of Optimal Computing Budget Allocation Algorithms. WSC (2021)
Fei Gao, Zhongshun Shi, Siyang Gao, Hui Xiao
Efficient simulation budget allocation for subset selection using regression metamodels. Autom. 106 (2019)
Zhongshun Shi, Siyang Gao, Jianzhong Du, Hang Ma, Leyuan Shi
. SII (2019)
Siyang Gao, Jianzhong Du, Chun-Hung Chen
Selecting the Optimal System Design under Covariates. CASE (2019)
Siyang Gao, Cheng Li, Jianzhong Du
Rate Analysis For Offline Simulation Online Application. WSC (2019)
Jidong Wang, Siyang Gao, Bangcheng Zhang, Shiyuan Lv
A Survey of Fault Diagnosis Methods for White body Welding Production Line. CAA SAFEPROCESS (2019)
Fei Gao, Yanwen Li, Siyang Gao, Hui Xiao
. CCTA (2019)
Fei Gao, Siyang Gao, Hui Xiao, Zhongshun Shi
Advancing Constrained Ranking and Selection With Regression in Partitioned Domains. IEEE Trans Autom. Sci. Eng. 16 (1) (2019)
Qingpeng Zhang, Lu Zhong, Siyang Gao, Xiaoming Li
Optimizing HIV Interventions for Multiplex Social Networks via Partition-Based Random Search. IEEE Trans. Cybern. 48 (12) (2018)
Siyang Gao, Leyuan Shi, Zhengjun Zhang
A peak-over-threshold search method for global optimization. Autom. 89 (2018)
Fei Gao, Siyang Gao
A new strategy for selecting good enough designs using optimal computing budget allocation. J. Simulation 12 (3) (2018)
Hui Xiao, Siyang Gao
Simulation Budget Allocation for Selecting the Top-m Designs With Input Uncertainty. IEEE Trans. Autom. Control. 63 (9) (2018)
Hainan Guo, Siyang Gao, Kwok-Leung Tsui, Tie Niu
Simulation Optimization for Medical Staff Configuration at Emergency Department in Hong Kong. IEEE Trans Autom. Sci. Eng. 14 (4) (2017)
Siyang Gao, Weiwei Chen
Efficient Feasibility Determination With Multiple Performance Measure Constraints. IEEE Trans. Autom. Control. 62 (1) (2017)
Siyang Gao, Hui Xiao, Enlu Zhou, Weiwei Chen
Robust ranking and selection with optimal computing budget allocation. Autom. 81 (2017)
Siyang Gao, Loo Hay Lee, Chun-Hung Chen, Leyuan Shi
A Sequential Budget Allocation Framework for Simulation Optimization. IEEE Trans Autom. Sci. Eng. 14 (2) (2017)
Fei Gao, Siyang Gao
Efficient simulation budget allocation for stochastically constrained simulation optimization with regression in partitioned domains. SII (2017)
Siyang Gao, Weiwei Chen, Leyuan Shi
A New Budget Allocation Framework for the Expected Opportunity Cost. Oper. Res. 65 (3) (2017)
Siyang Gao, Weiwei Chen
A Partition-Based Random Search for Stochastic Constrained Optimization via Simulation. IEEE Trans. Autom. Control. 62 (2) (2017)
Weizhi Liu, Siyang Gao, Loo Hay Lee
A multi-objective perspective on robust ranking and selection. WSC (2017)
Hui Xiao, Siyang Gao, Loo Hay Lee
Simulation budget allocation for simultaneously selecting the best and worst subsets. Autom. 84 (2017)
Fei Gao, Siyang Gao
Selecting good enough simulated designs. CASE (2017)
Siyang Gao, Hui Xiao, Enlu Zhou, Weiwei Chen
Optimal computing budget allocation with input uncertainty. WSC (2016)
Siyang Gao, Robert R. Meyer, Warren D. D'Souza, Leyuan Shi, Hao Howard Zhang
A machine learning-based nested partitions framework for angle selection in radiotherapy. Optim. Methods Softw. 31 (6) (2016)
Fei Gao, Siyang Gao
Optimal computing budget allocation with exponential underlying distribution. WSC (2016)
Siyang Gao, Weiwei Chen
Feasibility determination in presence of multiple performance measure constraints. ICIT (2016)
Si Zhang, Jie Xu, Edward Huang, Chun-Hung Chen, Siyang Gao
Improving ordinal transformation through optimal combination of multi-model predictions. ICIT (2016)
Siyang Gao, Weiwei Chen
A note on the subset selection for simulation optimization. WSC (2015)
Siyang Gao, Leyuan Shi
Selecting the Best Simulated Design With the Expected Opportunity Cost Bound. IEEE Trans. Autom. Control. 60 (10) (2015)
Siyang Gao, Weiwei Chen
Efficient subset selection for the expected opportunity cost. Autom. 59 (2015)
Weiwei Chen, Siyang Gao, Chun-Hung Chen, Leyuan Shi
An Optimal Sample Allocation Strategy for Partition-Based Random Search. IEEE Trans Autom. Sci. Eng. 11 (1) (2014)
Siyang Gao, Leyuan Shi
An optimal opportunity cost selection procedure for a fixed number of designs. WSC (2014)
Siyang Gao, Xi Zhang, Leyuan Shi
Evaluation of improvement probability for IMRT plans. CASE (2013)