1 citations · 1 across the 5 of their papers we have counts for
5 papers
Dynamic Cloud Service-Capacity Deployment with Costly Response Readiness
Ruihan Zhou, Xiaowei Zhang, Yijie Peng
AI product launches require service-capacity decisions before sufficient product-specific workload histories are available. Early service observations update beliefs about remainin…
Beyond Skepticism: Evaluating LLMs Pedagogical Intent Reasoning with the Adaptive Pedagogical Vigilance Framework
Minghao Chen, Ruihan Zhou, Jiayi Tang +3
The capacity of Large Language Models (LLMs) to reason about pedagogical intent within instructional communication remains underexplored, particularly in educational domains such a…
Cold-Start Forecasting of New Product Life-Cycles via Conditional Diffusion Models
Ruihan Zhou, Zishi Zhang, Jinhui Han +2
Forecasting the life-cycle trajectory of a newly launched product is important for launch planning, resource allocation, and early risk assessment. This task is especially difficul…
RiskMiner: Discovering Formulaic Alphas via Risk Seeking Monte Carlo Tree Search
Tao Ren, Ruihan Zhou, Jinyang Jiang +3
The formulaic alphas are mathematical formulas that transform raw stock data into indicated signals. In the industry, a collection of formulaic alphas is combined to enhance modeli…
AlphaRank: An Artificial Intelligence Approach for Ranking and Selection Problems
Ruihan Zhou, L. Jeff Hong, Yijie Peng
We introduce AlphaRank, an artificial intelligence approach to address the fixed-budget ranking and selection (R&S) problems. We formulate the sequential sampling decision as a Mar…