Evaluation of improvement probability for IMRT plans. - Siyang Gao; Xi Zhang 006; Leyuan Shi (CASE, 2013)

An optimal opportunity cost selection procedure for a fixed number of designs. - Siyang Gao; Leyuan Shi (WSC, 2014)

An Optimal Sample Allocation Strategy for Partition-Based Random Search. - Weiwei Chen 003; Siyang Gao; Chun-Hung Chen; Leyuan Shi (IEEE Trans Autom. Sci. Eng., 2014)

A note on the subset selection for simulation optimization. - Siyang Gao; Weiwei Chen 003 (WSC, 2015)

Efficient subset selection for the expected opportunity cost. - Siyang Gao; Weiwei Chen 003 (Autom., 2015)

Selecting the Best Simulated Design With the Expected Opportunity Cost Bound. - Siyang Gao; Leyuan Shi (IEEE Trans. Autom. Control., 2015)

Feasibility determination in presence of multiple performance measure constraints. - Siyang Gao; Weiwei Chen 003 (ICIT, 2016)

Improving ordinal transformation through optimal combination of multi-model predictions. - Si Zhang; Jie Xu 004; Edward Huang; Chun-Hung Chen; Siyang Gao (ICIT, 2016)

Optimal computing budget allocation with exponential underlying distribution. - Fei Gao 012; Siyang Gao (WSC, 2016)

Optimal computing budget allocation with input uncertainty. - Siyang Gao; Hui Xiao 001; Enlu Zhou; Weiwei Chen 003 (WSC, 2016)

A machine learning-based nested partitions framework for angle selection in radiotherapy. - Siyang Gao; Robert R. Meyer; Warren D. D'Souza; Leyuan Shi; Hao Howard Zhang (Optim. Methods Softw., 2016)

Selecting good enough simulated designs. - Fei Gao 012; Siyang Gao (CASE, 2017)

Efficient simulation budget allocation for stochastically constrained simulation optimization with regression in partitioned domains. - Fei Gao 012; Siyang Gao (SII, 2017)

A multi-objective perspective on robust ranking and selection. - Weizhi Liu; Siyang Gao; Loo Hay Lee (WSC, 2017)

Robust ranking and selection with optimal computing budget allocation. - Siyang Gao; Hui Xiao 001; Enlu Zhou; Weiwei Chen 003 (Autom., 2017)

Simulation budget allocation for simultaneously selecting the best and worst subsets. - Hui Xiao 001; Siyang Gao; Loo Hay Lee (Autom., 2017)

A New Budget Allocation Framework for the Expected Opportunity Cost. - Siyang Gao; Weiwei Chen 003; Leyuan Shi (Oper. Res., 2017)

Efficient Feasibility Determination With Multiple Performance Measure Constraints. - Siyang Gao; Weiwei Chen 003 (IEEE Trans. Autom. Control., 2017)

A Partition-Based Random Search for Stochastic Constrained Optimization via Simulation. - Siyang Gao; Weiwei Chen 003 (IEEE Trans. Autom. Control., 2017)

A Sequential Budget Allocation Framework for Simulation Optimization. - Siyang Gao; Loo Hay Lee; Chun-Hung Chen; Leyuan Shi (IEEE Trans Autom. Sci. Eng., 2017)

Simulation Optimization for Medical Staff Configuration at Emergency Department in Hong Kong. - Hainan Guo; Siyang Gao; Kwok-Leung Tsui; Tie Niu (IEEE Trans Autom. Sci. Eng., 2017)

A peak-over-threshold search method for global optimization. - Siyang Gao; Leyuan Shi; Zhengjun Zhang (Autom., 2018)

A new strategy for selecting good enough designs using optimal computing budget allocation. - Fei Gao 012; Siyang Gao (J. Simulation, 2018)

Simulation Budget Allocation for Selecting the Top-m Designs With Input Uncertainty. - Hui Xiao 001; Siyang Gao (IEEE Trans. Autom. Control., 2018)

Optimizing HIV Interventions for Multiplex Social Networks via Partition-Based Random Search. - Qingpeng Zhang; Lu Zhong; Siyang Gao; Xiaoming Li 008 (IEEE Trans. Cybern., 2018)

A Survey of Fault Diagnosis Methods for White body Welding Production Line. - Jidong Wang; Siyang Gao; Bangcheng Zhang; Shiyuan Lv (CAA SAFEPROCESS, 2019)

Selecting the Optimal System Design under Covariates. - Siyang Gao; Jianzhong Du; Chun-Hung Chen (CASE, 2019)

Selecting an Optimal Subset with Regression Metamodels*. - Fei Gao 012; Yanwen Li; Siyang Gao; Hui Xiao 001 (CCTA, 2019)

Automatic Design of Dispatching Rules for Real-time optimization of Complex Production Systems*. - Zhongshun Shi; Siyang Gao; Jianzhong Du; Hang Ma; Leyuan Shi (SII, 2019)

Rate Analysis For Offline Simulation Online Application. - Siyang Gao; Cheng Li; Jianzhong Du (WSC, 2019)

Efficient simulation budget allocation for subset selection using regression metamodels. - Fei Gao 012; Zhongshun Shi; Siyang Gao; Hui Xiao 001 (Autom., 2019)

Advancing Constrained Ranking and Selection With Regression in Partitioned Domains. - Fei Gao 012; Siyang Gao; Hui Xiao 001; Zhongshun Shi (IEEE Trans Autom. Sci. Eng., 2019)

A Data Fusion Algorithm of the Improved BP Neural Network by Particle Swarm Optimization. - Jidong Wang; Bangcheng Zhang; Siyang Gao; Aijun Yu (CAA SAFEPROCESS, 2021)

Contextual Ranking and Selection with Gaussian Processes. - Sait Cakmak; Enlu Zhou; Siyang Gao (WSC, 2021)

On the Convergence of Optimal Computing Budget Allocation Algorithms. - Yanwen Li; Siyang Gao (WSC, 2021)

Wafer Defect Inspection Optimization With Partial Coverage - A Numerical Approach. - Ming Qin; Zhongshun Shi; Weiwei Chen 003; Siyang Gao; Leyuan Shi (IEEE Trans Autom. Sci. Eng., 2021)

On the Finite-Time Performance of the Knowledge Gradient Algorithm. - Yanwen Li; Siyang Gao (ICML, 2022)

Asymptotic Optimality of Myopic Ranking and Selection Procedures. - Yanwen Li; Siyang Gao; Zhongshun Shi (CoRR, 2022)

Texture image retrieval using DNST domain local neighborhood intensity pattern. - Xiangyang Wang 001; Hongying Yang; Siyang Gao; Panpan Niu (Multim. Tools Appl., 2022)

Application of CEEMDAN-Wavelet Soft Threshold Denoising Method in Brake Disc Dynamic Balance Vibration Detection. - Yifei Jiang; Liyuan Tian; Siyang Gao; Yuelong Wang; Zhe Yu; Sen Zhang (SAFEPROCESS, 2023)

FELM: Benchmarking Factuality Evaluation of Large Language Models. - Shiqi Chen; Yiran Zhao 006; Jinghan Zhang 006; I-Chun Chern; Siyang Gao; Pengfei Liu 003; Junxian He (NeurIPS, 2023)

Improving the Knowledge Gradient Algorithm. - Le Yang 012; Siyang Gao; Chin Pang Ho (NeurIPS, 2023)

Fast Bellman Updates for Wasserstein Distributionally Robust MDPs. - Zhuodong Yu; Ling Dai; Shaohang Xu; Siyang Gao; Chin Pang Ho (NeurIPS, 2023)

Convergence rate analysis for optimal computing budget allocation algorithms. - Yanwen Li; Siyang Gao (Autom., 2023)

Asymptotic optimality of myopic ranking and selection procedures. - Yanwen Li; Siyang Gao; Tony Z. Shi (Autom., 2023)

Evaluating Factual Consistency of Summaries with Large Language Models. - Shiqi Chen; Siyang Gao; Junxian He (CoRR, 2023)

Improving the Knowledge Gradient Algorithm. - Le Yang 012; Siyang Gao; Ho Chin Pang (CoRR, 2023)

Convergence Analysis of Stochastic Kriging-Assisted Simulation with Random Covariates. - Cheng Li; Siyang Gao; Jianzhong Du (INFORMS J. Comput., 2023)

Combination Balance Correction of Grinding Disk Based on Improved Quantum Genetic Algorithm. - Bangcheng Zhang; Siyu Chen; Siyang Gao; Zhi Gao; De Wang; Xiyu Zhang (IEEE Trans. Instrum. Meas., 2023)

Offline Contextual Learning with Correlated Bayesian Beliefs. - Fan Zhang; Siyang Gao; Jie Song (CASE, 2024)

In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation. - Shiqi Chen; Miao Xiong; Junteng Liu; Zhengxuan Wu; Teng Xiao; Siyang Gao; Junxian He (ICML, 2024)

Efficient Simulation-Assisted Service System Design. - Jiang Li; Jianzhong Du; Qiang Ye; Guangxin Jiang; Siyang Gao (SOLI, 2024)

Image-of-Thought Prompting for Visual Reasoning Refinement in Multimodal Large Language Models. - Qiji Zhou; Ruochen Zhou; Zike Hu; Panzhong Lu; Siyang Gao; Yue Zhang (CoRR, 2024)

A Novel Curve Clustering Method in Modal Decomposition for Amplitude Estimation of Period-Decreasing Signals in Brake Rotors. - Siyang Gao; Yifei Jiang; Bangcheng Zhang; Jianwei Sun; Ming Yang (IEEE Trans. Instrum. Meas., 2024)

A Contextual Ranking and Selection Method for Personalized Medicine. - Jianzhong Du; Siyang Gao; Chun-Hung Chen (Manuf. Serv. Oper. Manag., 2024)

Contextual Ranking and Selection with Gaussian Processes and Optimal Computing Budget Allocation. - Sait Cakmak; Yuhao Wang; Siyang Gao; Enlu Zhou (ACM Trans. Model. Comput. Simul., 2024)

Stochastically constrained best arm identification with Thompson sampling. - Le Yang 012; Siyang Gao; Cheng Li; Yi Wang 022 (Autom., 2025)

Fault diagnosis for wireless sensor networks based on belief rule base with attributes computing. - Ming Yang; Guanghai Li; Jie Wang; Siyang Gao; Guanyu Hu; Manlin Chen (Int. J. Sens. Networks, 2025)

Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas. - Shiqi Chen; Tongyao Zhu; Ruochen Zhou; Jinghan Zhang 006; Siyang Gao; Juan Carlos Niebles; Mor Geva; Junxian He; Jiajun Wu 001; Manling Li (CoRR, 2025)

Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging. - Shiqi Chen; Jinghan Zhang 006; Tongyao Zhu; Wei Liu 131; Siyang Gao; Miao Xiong; Manling Li; Junxian He (CoRR, 2025)

Dynamically Adaptive Reasoning via LLM-Guided MCTS for Efficient and Context-Aware KGQA. - Yingxu Wang; Shiqi Fan; Mengzhu Wang; Siyang Gao; Siwei Liu 001; Nan Yin (CoRR, 2025)