Pinyan Lu
13 papers · 2016–2026 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (21) π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π
Grand Slam
π§¬
Topic Evolution
π
Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
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Conference Pioneer
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Century Club Β· Bronze
ποΈ
Keyword Collector
(66)
Top co-authors
Research topics
Mathematics & Optimization
(7)
Optimization
(7)
Artificial Intelligence
(6)
Machine Learning
(6)
Core AI Β· Artificial Intelligence
(5)
Optimization & Theory
(5)
Deep Learning
(2)
Learning Types
(2)
Computer Science
(1)
Computer Vision
(1)
Reinforcement Learning
(1)
Bayesian & Probabilistic
(1)
Core AI Β· Computer Vision
(1)
Core Methods
(1)
Foundations
(1)
Keywords
multi-armed bandit
(3)
online algorithm
(3)
mechanism design
(3)
game theory
(2)
regret bound
(2)
graph matching
(1)
em algorithm
(1)
deep reinforcement learning
(1)
sample complexity
(1)
bipartite matching
(1)
token efficiency
(1)
markov chain monte carlo
(1)
outlier robustness
(1)
query complexity
(1)
best arm identification
(1)
incentive mechanism
(1)
plackett-luce model
(1)
sequential decision making
(1)
online learning
(1)
stochastic optimization
(1)
Papers
SHAPE: Stage-aware Hierarchical Advantage via Potential Estimation for LLM Reasoning
ACL 2026
Bandit Learning in Matching Markets with Indifference
ICLR 2025
Incentives for Early Arrival in Cooperative Games (Extended Abstract)
IJCAI 2025
Optimal Auction Design for Mixed Bidders
AAAI 2025
Improved Approximation of Weighted MMS Fairness for Indivisible Chores
IJCAI 2024
Revocable Deep Reinforcement Learning with Affinity Regularization for Outlier-Robust Graph Matching
ICLR 2023
Bayesian Auctions with Efficient Queries (Extended Abstract)
IJCAI 2022
Mechanism Design with Predictions
IJCAI 2022
Online Selection Problems against Constrained Adversary
ICML 2021
Variance-dependent best arm identification
UAI 2021
Strategyproof Mechanism for Two Heterogeneous Facilities with Constant Approximation Ratio
IJCAI 2020
Learning Plackett-Luce Mixtures from Partial Preferences
AAAI 2019
Combinatorial Multi-Armed Bandit with General Reward Functions
NeurIPS 2016