Yanchen Deng
9 papers · 2019–2026 · 3 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (17) π Conference Polyglot Β· Bronze
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Keyword Champion
(4)
π₯
Unstoppable Β· Bronze
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Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
distributed constraint optimization
(5)
constraint optimization
(4)
max-sum algorithm
(2)
inference algorithm
(2)
graph attention network
(2)
belief propagation
(2)
graphical model
(2)
message passing
(1)
function decomposition
(1)
distributed algorithm
(1)
lower bound
(1)
utility function
(1)
search algorithm
(1)
sampling algorithm
(1)
gated recurrent unit
(1)
combinatorial auction
(1)
multi-agent coordination
(1)
payment rule
(1)
branch-and-bound search
(1)
utility table
(1)
Papers
GDBA Revisited: Unleashing the Power of Guided Local Search for Distributed Constraint Optimization
AAAI 2026
Exploring Leximin Principle for Fair Core-Selecting Combinatorial Auctions: Payment Rule Design and Implementation
IJCAI 2023
Deep Attentive Belief Propagation: Integrating Reasoning and Learning for Solving Constraint Optimization Problems
NeurIPS 2022
Pretrained Cost Model for Distributed Constraint Optimization Problems
AAAI 2022
Neural Regret-Matching for Distributed Constraint Optimization Problems
IJCAI 2021
HS-CAI: A Hybrid DCOP Algorithm via Combining Search with Context-Based Inference
AAAI 2020
Speeding Up Incomplete GDL-based Algorithms for Multi-agent Optimization with Dense Local Utilities
IJCAI 2020
A Generic Approach to Accelerating Belief Propagation Based Incomplete Algorithms for DCOPs via a Branch-and-Bound Technique
AAAI 2019
AsymDPOP: Complete Inference for Asymmetric Distributed Constraint Optimization Problems
IJCAI 2019