Yiheng Lin
15 papers · 2019–2025 · 8 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (6) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (8) π Cross-Pollinator (5)
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Taxonomy Completionist
(24)
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Cross-Pollinator
(5)
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Dynamic Duo
(13)
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Topic Evolution
π₯
Unstoppable
(7)
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Keyword Collector
(65)
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Century Club
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Conferences
NIPS (8)
AAAI (1)
AISTATS (1)
COLT (1)
ECCV (1)
ICML (1)
L4DC (1)
UAI (1)
Top co-authors
Keywords
competitive ratio
(3)
multi-agent reinforcement learning
(3)
dynamic regret
(2)
linear time-varying system
(2)
online optimization
(2)
predictive control
(2)
online control
(2)
regret bound
(2)
networked system
(2)
control system
(2)
online convex optimization
(2)
markov decision process
(1)
temporal difference learning
(1)
nash equilibrium
(1)
model predictive control
(1)
robust optimization
(1)
regret analysis
(1)
decentralized optimization
(1)
strongly convex
(1)
sample complexity
(1)
Papers
Memory Efficient Matting with Adaptive Token Routing
AAAI 2025
Approximate Global Convergence of Independent Learning in Multi-Agent Systems
AISTATS 2025
Diffusion for Natural Image Matting
ECCV 2024
Online Policy Optimization in Unknown Nonlinear Systems
COLT 2024
Convergence rates for localized actor-critic in networked Markov potential games
UAI 2023
Beyond Black-Box Advice: Learning-Augmented Algorithms for MDPs with Q-Value Predictions
NIPS 2023
Online Adaptive Policy Selection in Time-Varying Systems: No-Regret via Contractive Perturbations
NIPS 2023
Online switching control with stability and regret guarantees
L4DC 2023
Bounded-Regret MPC via Perturbation Analysis: Prediction Error, Constraints, and Nonlinearity
NIPS 2022
Decentralized Online Convex Optimization in Networked Systems
ICML 2022
Perturbation-based Regret Analysis of Predictive Control in Linear Time Varying Systems
NIPS 2021
Multi-Agent Reinforcement Learning in Stochastic Networked Systems
NIPS 2021
Scalable Multi-Agent Reinforcement Learning for Networked Systems with Average Reward
NIPS 2020
Online Optimization with Memory and Competitive Control
NIPS 2020
Beyond Online Balanced Descent: An Optimal Algorithm for Smoothed Online Optimization
NIPS 2019