Yiheng Lin

1. Beyond Online Balanced Descent: An Optimal Algorithm for Smoothed Online Optimization
   2019/05/29 by Gautam Goel, Yiheng Lin, Goel, Gautam +5 · 2 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Optimization and Search Problems
2. Diffusion for Natural Image Matting
   2023/12/10 by Yihan Hu, Hu, Yihan, Yiheng Lin +9 · 4 citations
   Computer Science · Engineering · #Image Enhancement Techniques #Image and Signal Denoising Methods #Advanced Image Fusion Techniques
3. Experimental realization and synchronization of a quantum van der Pol oscillator
   2025/04/01 by Y. Li, Zihan Xie, Li, Yi +19 · 6 citations
   Physics and Astronomy · #Mechanical and Optical Resonators #stochastic dynamics and bifurcation #Quantum chaos and dynamical systems
4. Online Optimization with Memory and Competitive Control
   2020/02/13 by Guanya Shi, Shi, Guanya, Yiheng Lin +7 · 4 citations
   Computer Science · Decision Sciences · Engineering · #Optimization and Search Problems #Advanced Bandit Algorithms Research #Advanced Control Systems Optimization
5. Multi-Agent Reinforcement Learning in Stochastic Networked Systems
   2020/06/11 by Yiheng Lin, Guannan Qu, Lin, Yiheng +5 · 1 citation
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Age of Information Optimization #Gene Regulatory Network Analysis
6. Bounded-Regret MPC via Perturbation Analysis: Prediction Error, Constraints, and Nonlinearity
   2022/10/22 by Yiheng Lin, Lin, Yiheng, Hu Yang +7 · 1 citation
   Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Advanced Control Systems Optimization #FOS: Mathematics #Optimization and Control (math.OC)
7. Online switching control with stability and regret guarantees
   2023/01/20 by Yingying Li, James A. Preiss, Li, Yingying +9 · 1 citation
   Computer Science · Decision Sciences · #Adaptive Dynamic Programming Control #Advanced Bandit Algorithms Research #FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Reinforcement Learning in Robotics #Systems and Control (eess.SY) #electronic engineering #information engineering
8. Equipping Black-Box Policies with Model-Based Advice for Stable Nonlinear Control
   2022/06/02 by Tongxin Li, Ruixiao Yang, Li, Tongxin +9 · 1 citation
   Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Electric Vehicles and Infrastructure #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Smart Grid Energy Management #Systems and Control (eess.SY) #electronic engineering #information engineering
9. Online Optimization with Predictions and Non-convex Losses
   2019/11/10 by Yiheng Lin, Gautam Goel, Lin, Yiheng +3 · 1 citation
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Optimization and Search Problems
10. OmniAD: Detect and Understand Industrial Anomaly via Multimodal Reasoning
    2025/05/28 by Shifang Zhao, Yi‐Wei Lin, Yiheng Lin +8 · 4 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Data Visualization and Analytics #Multimodal Machine Learning Applications #cs.CV
11. Global Convergence of Localized Policy Iteration in Networked Multi-Agent Reinforcement Learning
    2022/11/30 by Yizhou Zhang, Zhang, Yizhou, Guannan Qu +9 · 1 citation
    Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Neural Networks Stability and Synchronization #Neural dynamics and brain function #Optimization and Control (math.OC)