Ismail Alkhouri
5 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (5) π Cross-Pollinator (7)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(14)
Conferences
ICML (2)
AAAI (1)
CVPR (1)
IJCAI (1)
Top co-authors
Keywords
model compression
(1)
transfer learning
(1)
neural network optimization
(1)
u-net architecture
(1)
linear programming
(1)
sampling efficiency
(1)
stationary distribution
(1)
training efficiency
(1)
monte carlo tree search
(1)
diffusion model
(1)
sparse reward
(1)
reward shaping
(1)
formal specification
(1)
linear program
(1)
latent diffusion model
(1)
linear temporal logic
(1)
steady-state policy synthesis
(1)
multichain mdp
(1)
formal synthesis
(1)
multi-stage training
(1)
Papers
Differentiable Quadratic Optimization For the Maximum Independent Set Problem
ICML 2025
SITCOM: Step-wise Triple-Consistent Diffusion Sampling For Inverse Problems
ICML 2025
Improving Training Efficiency of Diffusion Models via Multi-Stage Framework and Tailored Multi-Decoder Architecture
CVPR 2024
Dynamic Automaton-Guided Reward Shaping for Monte Carlo Tree Search
AAAI 2021
Steady-State Policy Synthesis in Multichain Markov Decision Processes
IJCAI 2020