Saaduddin Mahmud
6 papers · 2020–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
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Taxonomy Completionist
(14)
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Research topics
Keywords
large language model
(2)
distributed constraint optimization
(2)
text generation
(1)
continuous optimization
(1)
inverse reinforcement learning
(1)
markov decision process
(1)
simulated annealing
(1)
query selection
(1)
active preference learning
(1)
mixed integer programming
(1)
parameter learning
(1)
bayesian active learning
(1)
preference inference
(1)
anytime algorithm
(1)
solution quality
(1)
structural causal model
(1)
best-of-n sampling
(1)
prompt optimization
(1)
continuous variable
(1)
temperature parameter
(1)
Papers
Causal Explanations for Sequential Decision Making (Abstract Reprint)
AAAI 2026
Inference-Aware Prompt Optimization for Aligning Black-Box Large Language Models
AAAI 2026
MAPLE: A Framework for Active Preference Learning Guided by Large Language Models
AAAI 2025
Explanation-Guided Reward Alignment
IJCAI 2023
A Particle Swarm Based Algorithm for Functional Distributed Constraint Optimization Problems
AAAI 2020
Learning Optimal Temperature Region for Solving Mixed Integer Functional DCOPs
IJCAI 2020