Damith C. Ranasinghe
6 papers · 2019–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (6) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (20)
π§
Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (4)
ICML (1)
IJCAI (1)
Top co-authors
Keywords
information gain
(2)
bayesian neural network
(2)
adversarial robustness
(1)
ensemble learning
(1)
human activity recognition
(1)
uncertainty quantification
(1)
object tracking
(1)
out-of-distribution generalization
(1)
posterior distribution
(1)
optimal control
(1)
gradient descent
(1)
multi-agent planning
(1)
posterior approximation
(1)
greedy algorithm
(1)
zero-sum game
(1)
ensemble method
(1)
adversarial defense
(1)
robustness certification
(1)
low-rank adaptation
(1)
out-of-distribution detection
(1)
Papers
Certified but Fooled! Breaking Certified Defenses with Ghost Certificates
AAAI 2026
Area-Optimal Control Strategies for Heterogeneous Multi-Agent Pursuit
AAAI 2026
Bayesian Low-Rank Learning (Bella): A Practical Approach to Bayesian Neural Networks
AAAI 2025
Bayesian Learning with Information Gain Provably Bounds Risk for a Robust Adversarial Defense
ICML 2022
Multi-Objective Multi-Agent Planning for Jointly Discovering and Tracking Mobile Objects
AAAI 2020
SparseSense: Human Activity Recognition from Highly Sparse Sensor Data-streams Using Set-based Neural Networks
IJCAI 2019