Siyang Gao

79 papers A* 7C 1Misc 8Journal 51Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Best Arm Identification with LLM Judges and Limited Human.
CoRR
Ruicheng Ao, Hongyu Chen, Siyang Gao, Hanwei Li, David Simchi-Levi
2026 J jnl
Designing Service Systems from Textual Evidence.
CoRR
Ruicheng Ao, Hongyu Chen, Siyang Gao, Hanwei Li, David Simchi-Levi
2026 J jnl
Model-based Offline RL via Robust Value-Aware Model Learning with Implicitly Differentiable Adaptive Weighting.
CoRR
Zhongjian Qiao, Jiafei Lyu, Boxiang Lyu, Yao Shu, Siyang Gao, Shuang Qiu
2026 J jnl
On the Reliability Limits of LLM-Based Multi-Agent Planning.
CoRR
Ruicheng Ao, Siyang Gao, David Simchi-Levi
2026 J jnl
Riemannian Flow Matching for Disentangled Graph Domain Adaptation.
CoRR
Yingxu Wang, Xinwang Liu, Mengzhu Wang, Siyang Gao, Nan Yin
2026 J jnl
SkillCraft: Can LLM Agents Learn to Use Tools Skillfully?
CoRR
Shiqi Chen, Jingze Gai, Ruochen Zhou, Jinghan Zhang, Tongyao Zhu, Junlong Li, Kangrui Wang, Zihan Wang, Zhengyu Chen, Klara Kaleb, Ning Miao, Siyang Gao, Cong Lu, Manling Li, Junxian He, Yee Whye Teh
2026 J jnl
USBD: Universal Structural Basis Distillation for Source-Free Graph Domain Adaptation.
CoRR
Yingxu Wang, Kunyu Zhang, Mengzhu Wang, Siyang Gao, Nan Yin
2025 A* conf
Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging.
ICML
Shiqi Chen, Jinghan Zhang, Tongyao Zhu, Wei Liu, Siyang Gao, Miao Xiong, Manling Li, Junxian He
2025 J jnl
Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging.
CoRR
Shiqi Chen, Jinghan Zhang, Tongyao Zhu, Wei Liu, Siyang Gao, Miao Xiong, Manling Li, Junxian He
2025 J jnl
Cross-Domain Offline Policy Adaptation with Dynamics- and Value-Aligned Data Filtering.
CoRR
Zhongjian Qiao, Rui Yang, Jiafei Lyu, Chenjia Bai, Xiu Li, Zhuoran Yang, Siyang Gao, Shuang Qiu
2025 J jnl
Dual-Robust Cross-Domain Offline Reinforcement Learning Against Dynamics Shifts.
CoRR
Zhongjian Qiao, Rui Yang, Jiafei Lyu, Xiu Li, Zhongxiang Dai, Zhuoran Yang, Siyang Gao, Shuang Qiu
2025 J jnl
Dynamically Adaptive Reasoning via LLM-Guided MCTS for Efficient and Context-Aware KGQA.
CoRR
Yingxu Wang, Shiqi Fan, Mengzhu Wang, Siyang Gao, Siwei Liu, Nan Yin
2025 J jnl
Fault diagnosis for wireless sensor networks based on belief rule base with attributes computing.
Int. J. Sens. Networks
Ming Yang, Guanghai Li, Jie Wang, Siyang Gao, Guanyu Hu, Manlin Chen
2025 J jnl
Internalizing World Models via Self-Play Finetuning for Agentic RL.
CoRR
Shiqi Chen, Tongyao Zhu, Zian Wang, Jinghan Zhang, Kangrui Wang, Siyang Gao, Teng Xiao, Yee Whye Teh, Junxian He, Manling Li
2025 J jnl
Query-Efficient Zeroth-Order Algorithms for Nonconvex Optimization.
CoRR
Ruiyang Jin, Yuke Zhou, Yujie Tang, Jie Song, Siyang Gao
2025 J jnl
Stochastically Constrained Best Arm Identification with Thompson Sampling.
CoRR
Le Yang, Siyang Gao, Cheng Li, Yi Wang
2025 J jnl
Stochastically constrained best arm identification with Thompson sampling.
Autom.
Le Yang, Siyang Gao, Cheng Li, Yi Wang
2025 A* conf
Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas.
ICML
Shiqi Chen, Tongyao Zhu, Ruochen Zhou, Jinghan Zhang, Siyang Gao, Juan Carlos Niebles, Mor Geva, Junxian He, Jiajun Wu, Manling Li
2025 J jnl
Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas.
CoRR
Shiqi Chen, Tongyao Zhu, Ruochen Zhou, Jinghan Zhang, Siyang Gao, Juan Carlos Niebles, Mor Geva, Junxian He, Jiajun Wu, Manling Li
2024 J jnl
A Contextual Ranking and Selection Method for Personalized Medicine.
Manuf. Serv. Oper. Manag.
Jianzhong Du, Siyang Gao, Chun-Hung Chen
2024 J jnl
A Novel Curve Clustering Method in Modal Decomposition for Amplitude Estimation of Period-Decreasing Signals in Brake Rotors.
IEEE Trans. Instrum. Meas.
Siyang Gao, Yifei Jiang, Bangcheng Zhang, Jianwei Sun, Ming Yang
2024 J jnl
Contextual Ranking and Selection with Gaussian Processes and Optimal Computing Budget Allocation.
ACM Trans. Model. Comput. Simul.
Sait Cakmak, Yuhao Wang, Siyang Gao, Enlu Zhou
2024 — conf
Efficient Simulation-Assisted Service System Design.
SOLI
Jiang Li, Jianzhong Du, Qiang Ye, Guangxin Jiang, Siyang Gao
2024 J jnl
Image-of-Thought Prompting for Visual Reasoning Refinement in Multimodal Large Language Models.
CoRR
Qiji Zhou, Ruochen Zhou, Zike Hu, Panzhong Lu, Siyang Gao, Yue Zhang
2024 A* conf
In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation.
ICML
Shiqi Chen, Miao Xiong, Junteng Liu, Zhengxuan Wu, Teng Xiao, Siyang Gao, Junxian He
2024 J jnl
In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation.
CoRR
Shiqi Chen, Miao Xiong, Junteng Liu, Zhengxuan Wu, Teng Xiao, Siyang Gao, Junxian He
2024 — conf
Offline Contextual Learning with Correlated Bayesian Beliefs.
CASE
Fan Zhang, Siyang Gao, Jie Song
2023 C conf
Application of CEEMDAN-Wavelet Soft Threshold Denoising Method in Brake Disc Dynamic Balance Vibration Detection.
SAFEPROCESS
Yifei Jiang, Liyuan Tian, Siyang Gao, Yuelong Wang, Zhe Yu, Sen Zhang
2023 J jnl
Asymptotic optimality of myopic ranking and selection procedures.
Autom.
Yanwen Li, Siyang Gao, Tony Z. Shi
2023 J jnl
Combination Balance Correction of Grinding Disk Based on Improved Quantum Genetic Algorithm.
IEEE Trans. Instrum. Meas.
Bangcheng Zhang, Siyu Chen, Siyang Gao, Zhi Gao, De Wang, Xiyu Zhang
2023 J jnl
Convergence Analysis of Stochastic Kriging-Assisted Simulation with Random Covariates.
INFORMS J. Comput.
Cheng Li, Siyang Gao, Jianzhong Du
2023 J jnl
Convergence rate analysis for optimal computing budget allocation algorithms.
Autom.
Yanwen Li, Siyang Gao
2023 J jnl
Evaluating Factual Consistency of Summaries with Large Language Models.
CoRR
Shiqi Chen, Siyang Gao, Junxian He
2023 A* conf
FELM: Benchmarking Factuality Evaluation of Large Language Models.
NeurIPS
Shiqi Chen, Yiran Zhao, Jinghan Zhang, I-Chun Chern, Siyang Gao, Pengfei Liu, Junxian He
2023 J jnl
FELM: Benchmarking Factuality Evaluation of Large Language Models.
CoRR
Shiqi Chen, Yiran Zhao, Jinghan Zhang, I-Chun Chern, Siyang Gao, Pengfei Liu, Junxian He
2023 A* conf
Fast Bellman Updates for Wasserstein Distributionally Robust MDPs.
NeurIPS
Zhuodong Yu, Ling Dai, Shaohang Xu, Siyang Gao, Chin Pang Ho
2023 A* conf
Improving the Knowledge Gradient Algorithm.
NeurIPS
Le Yang, Siyang Gao, Chin Pang Ho
2023 J jnl
Improving the Knowledge Gradient Algorithm.
CoRR
Le Yang, Siyang Gao, Ho Chin Pang
2022 J jnl
Asymptotic Optimality of Myopic Ranking and Selection Procedures.
CoRR
Yanwen Li, Siyang Gao, Zhongshun Shi
2022 J jnl
Convergence Rate Analysis for Optimal Computing Budget Allocation Algorithms.
CoRR
Yanwen Li, Siyang Gao
2022 A* conf
On the Finite-Time Performance of the Knowledge Gradient Algorithm.
ICML
Yanwen Li, Siyang Gao
2022 J jnl
On the Finite-Time Performance of the Knowledge Gradient Algorithm.
CoRR
Yanwen Li, Siyang Gao
2022 J jnl
Texture image retrieval using DNST domain local neighborhood intensity pattern.
Multim. Tools Appl.
Xiangyang Wang, Hongying Yang, Siyang Gao, Panpan Niu
2021 — conf
A Data Fusion Algorithm of the Improved BP Neural Network by Particle Swarm Optimization.
CAA SAFEPROCESS
Jidong Wang, Bangcheng Zhang, Siyang Gao, Aijun Yu
2021 Misc conf
Contextual Ranking and Selection with Gaussian Processes.
WSC
Sait Cakmak, Enlu Zhou, Siyang Gao
2021 Misc conf
On the Convergence of Optimal Computing Budget Allocation Algorithms.
WSC
Yanwen Li, Siyang Gao
2021 J jnl
Wafer Defect Inspection Optimization With Partial Coverage - A Numerical Approach.
IEEE Trans Autom. Sci. Eng.
Ming Qin, Zhongshun Shi, Weiwei Chen, Siyang Gao, Leyuan Shi
2019 — conf
A Survey of Fault Diagnosis Methods for White body Welding Production Line.
CAA SAFEPROCESS
Jidong Wang, Siyang Gao, Bangcheng Zhang, Shiyuan Lv
2019 J jnl
Advancing Constrained Ranking and Selection With Regression in Partitioned Domains.
IEEE Trans Autom. Sci. Eng.
Fei Gao, Siyang Gao, Hui Xiao, Zhongshun Shi
2019 — conf
Automatic Design of Dispatching Rules for Real-time optimization of Complex Production Systems
SII
Zhongshun Shi, Siyang Gao, Jianzhong Du, Hang Ma, Leyuan Shi
2019 J jnl
Efficient simulation budget allocation for subset selection using regression metamodels.
Autom.
Fei Gao, Zhongshun Shi, Siyang Gao, Hui Xiao
2019 Misc conf
Rate Analysis For Offline Simulation Online Application.
WSC
Siyang Gao, Cheng Li, Jianzhong Du
2019 — conf
Selecting an Optimal Subset with Regression Metamodels
CCTA
Fei Gao, Yanwen Li, Siyang Gao, Hui Xiao
2019 — conf
Selecting the Optimal System Design under Covariates.
CASE
Siyang Gao, Jianzhong Du, Chun-Hung Chen
2018 J jnl
A new strategy for selecting good enough designs using optimal computing budget allocation.
J. Simulation
Fei Gao, Siyang Gao
2018 J jnl
A peak-over-threshold search method for global optimization.
Autom.
Siyang Gao, Leyuan Shi, Zhengjun Zhang
2018 J jnl
Optimizing HIV Interventions for Multiplex Social Networks via Partition-Based Random Search.
IEEE Trans. Cybern.
Qingpeng Zhang, Lu Zhong, Siyang Gao, Xiaoming Li
2018 J jnl
Simulation Budget Allocation for Selecting the Top-m Designs With Input Uncertainty.
IEEE Trans. Autom. Control.
Hui Xiao, Siyang Gao
2017 J jnl
A New Budget Allocation Framework for the Expected Opportunity Cost.
Oper. Res.
Siyang Gao, Weiwei Chen, Leyuan Shi
2017 J jnl
A Partition-Based Random Search for Stochastic Constrained Optimization via Simulation.
IEEE Trans. Autom. Control.
Siyang Gao, Weiwei Chen
2017 J jnl
A Sequential Budget Allocation Framework for Simulation Optimization.
IEEE Trans Autom. Sci. Eng.
Siyang Gao, Loo Hay Lee, Chun-Hung Chen, Leyuan Shi
2017 Misc conf
A multi-objective perspective on robust ranking and selection.
WSC
WeiZhi Liu, Siyang Gao, Loo Hay Lee
2017 J jnl
Efficient Feasibility Determination With Multiple Performance Measure Constraints.
IEEE Trans. Autom. Control.
Siyang Gao, Weiwei Chen
2017 — conf
Efficient simulation budget allocation for stochastically constrained simulation optimization with regression in partitioned domains.
SII
Fei Gao, Siyang Gao
2017 J jnl
Robust ranking and selection with optimal computing budget allocation.
Autom.
Siyang Gao, Hui Xiao, Enlu Zhou, Weiwei Chen
2017 — conf
Selecting good enough simulated designs.
CASE
Fei Gao, Siyang Gao
2017 J jnl
Simulation Optimization for Medical Staff Configuration at Emergency Department in Hong Kong.
IEEE Trans Autom. Sci. Eng.
Hainan Guo, Siyang Gao, Kwok-Leung Tsui, Tie Niu
2017 J jnl
Simulation budget allocation for simultaneously selecting the best and worst subsets.
Autom.
Hui Xiao, Siyang Gao, Loo Hay Lee
2016 J jnl
A machine learning-based nested partitions framework for angle selection in radiotherapy.
Optim. Methods Softw.
Siyang Gao, Robert R. Meyer, Warren D. D'Souza, Leyuan Shi, Hao Howard Zhang
2016 — conf
Feasibility determination in presence of multiple performance measure constraints.
ICIT
Siyang Gao, Weiwei Chen
2016 — conf
Improving ordinal transformation through optimal combination of multi-model predictions.
ICIT
Si Zhang, Jie Xu, Edward Huang, Chun-Hung Chen, Siyang Gao
2016 Misc conf
Optimal computing budget allocation with exponential underlying distribution.
WSC
Fei Gao, Siyang Gao
2016 Misc conf
Optimal computing budget allocation with input uncertainty.
WSC
Siyang Gao, Hui Xiao, Enlu Zhou, Weiwei Chen
2015 Misc conf
A note on the subset selection for simulation optimization.
WSC
Siyang Gao, Weiwei Chen
2015 J jnl
Efficient subset selection for the expected opportunity cost.
Autom.
Siyang Gao, Weiwei Chen
2015 J jnl
Selecting the Best Simulated Design With the Expected Opportunity Cost Bound.
IEEE Trans. Autom. Control.
Siyang Gao, Leyuan Shi
2014 J jnl
An Optimal Sample Allocation Strategy for Partition-Based Random Search.
IEEE Trans Autom. Sci. Eng.
Weiwei Chen, Siyang Gao, Chun-Hung Chen, Leyuan Shi
2014 Misc conf
An optimal opportunity cost selection procedure for a fixed number of designs.
WSC
Siyang Gao, Leyuan Shi
2013 — conf
Evaluation of improvement probability for IMRT plans.
CASE
Siyang Gao, Xi Zhang, Leyuan Shi