Tongxin Li
8 papers · 2022–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π§ Keyword Pioneer π Conference Polyglot (3) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (24)
π
Renaissance Researcher
(6)
π₯
Unstoppable
(5)
Conferences
NIPS (5)
AAAI (1)
ACL (1)
ICML (1)
Top co-authors
Keywords
robust optimization
(2)
markov decision process
(2)
risk management
(1)
policy optimization
(1)
game theory
(1)
bayesian inference
(1)
model predictive control
(1)
multi-armed bandit
(1)
dynamic regret
(1)
policy learning
(1)
regret minimization
(1)
perturbation analysis
(1)
pareto optimality
(1)
nonlinear dynamics
(1)
online learning
(1)
regret bound
(1)
dynamical system
(1)
latent variable
(1)
anytime algorithm
(1)
regret analysis
(1)
Papers
Adaptive Riemannian Graph Neural Networks
AAAI 2026
Beyond Numeric Rewards: In-Context Dueling Bandits with LLM Agents
ACL 2025
Disentangling Linear Quadratic Control with Untrusted ML Predictions
NIPS 2024
Safe Exploitative Play with Untrusted Type Beliefs
NIPS 2024
Building Socially-Equitable Public Models
ICML 2024
Anytime-Competitive Reinforcement Learning with Policy Prior
NIPS 2023
Beyond Black-Box Advice: Learning-Augmented Algorithms for MDPs with Q-Value Predictions
NIPS 2023
Bounded-Regret MPC via Perturbation Analysis: Prediction Error, Constraints, and Nonlinearity
NIPS 2022