Laks V. S. Lakshmanan
6 papers · 2017–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
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Research topics
Machine Learning
(6)
Artificial Intelligence
(3)
Natural Language Processing
(3)
Application Areas
(3)
Core AI
(3)
Learning Types
(3)
Mathematics & Optimization
(2)
Generation
(2)
Optimization
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Deep Learning
(1)
Reinforcement Learning
(1)
Core Methods
(1)
Methods
(1)
Keywords
large language model
(3)
influence maximization
(2)
query routing
(2)
online learning
(1)
text generation
(1)
content moderation
(1)
social network analysis
(1)
integer linear programming
(1)
paraphrase detection
(1)
information diffusion
(1)
greedy algorithm
(1)
social network
(1)
bandit algorithm
(1)
cost saving
(1)
edge deployment
(1)
submodular function
(1)
cost optimization
(1)
dynamic network
(1)
text detoxification
(1)
cost efficiency
(1)
Papers
BEST-Route: Adaptive LLM Routing with Test-Time Optimal Compute
ICML 2025
Hyperparametric Robust and Dynamic Influence Maximization
AAAI 2025
OCCAM: Towards Cost-Efficient and Accuracy-Aware Classification Inference
ICLR 2025
DetoxLLM: A Framework for Detoxification with Explanations
EMNLP 2024
Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing
ICLR 2024
Model-Independent Online Learning for Influence Maximization
ICML 2017