Yuan Deng
15 papers · 2017–2025 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (19) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π§¬
Topic Evolution
π
Keyword Champion
(2)
π€
Dynamic Duo
(11)
ποΈ
Keyword Collector
(64)
π
Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
Venues
Top co-authors
Research topics
Mathematics & Optimization
(13)
Optimization
(13)
Machine Learning
(11)
Artificial Intelligence
(9)
Core AI
(9)
Learning Types Β· Machine Learning
(6)
Optimization & Theory Β· Machine Learning
(5)
Application Areas
(3)
Computer Science
(1)
Deep Learning
(1)
Security & Privacy
(1)
Differential Privacy
(1)
Foundations
(1)
Learning Types Β· Deep Learning
(1)
Optimization & Theory Β· Deep Learning
(1)
Keywords
auction theory
(5)
mechanism design
(5)
revenue optimization
(4)
regret bound
(4)
prior-independent mechanism
(2)
online algorithm
(2)
contextual auction
(2)
roi constraint
(2)
price of anarchy
(2)
dynamic mechanism
(2)
auction mechanism
(2)
dynamic auction
(2)
game theory
(2)
approximation algorithm
(2)
first-price auction
(2)
strategic behavior
(1)
exponential mechanism
(1)
bandit feedback
(1)
strategic decision-making
(1)
convex optimization
(1)
Papers
Addax: Utilizing Zeroth-Order Gradients to Improve Memory Efficiency and Performance of SGD for Fine-Tuning Language Models
ICLR 2025
Procurement Auctions via Approximately Optimal Submodular Optimization
ICML 2025
Autobidder's Dilemma: Why More Sophisticated Autobidders Lead to Worse Auction Efficiency
NeurIPS 2024
Efficiency of the First-Price Auction in the Autobidding World
NeurIPS 2024
Multi-channel Autobidding with Budget and ROI Constraints
ICML 2023
Posted Pricing and Dynamic Prior-independent Mechanisms with Value Maximizers
NeurIPS 2022
Prior-independent Dynamic Auctions for a Value-maximizing Buyer
NeurIPS 2021
Revenue-Incentive Tradeoffs in Dynamic Reserve Pricing
ICML 2021
Robust Auction Design in the Auto-bidding World
NeurIPS 2021
Robust Pricing in Dynamic Mechanism Design
ICML 2020
A Robust Non-Clairvoyant Dynamic Mechanism for Contextual Auctions
NeurIPS 2019
Preferred Deals in General Environments
IJCAI 2019
Prior-Free Dynamic Auctions with Low Regret Buyers
NeurIPS 2019
Strategizing against No-regret Learners
NeurIPS 2019
Homotopy Analysis for Tensor PCA
COLT 2017