Ismail Alkhouri

5 papers · 2020–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17)

Venues

ICML (2) AAAI (1) CVPR (1) IJCAI (1)

Top co-authors

Alvaro Velasquez (3) Saiprasad Ravishankar (2) George Atia (2) Qing Qu (2) Rongrong Wang (2) Andre Beckus (2) Lior Barak (1) Yifu Lu (1) Cheng-Han Huang (1) Cunxi Yu (1)

Research topics

Machine Learning (3) Optimization & Theory (3) Artificial Intelligence (2) Computer Vision (2) Deep Learning (2) Reinforcement Learning (2) Core AI (2) Methods (2) Models (2) Computer Science (1) Applications (1) Architectures (1) Domain-Specific (1) Foundations (1) Generation (1)

Keywords

diffusion model (2) 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) quadratic optimization (1) inverse problem (1) stationary point (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)

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