Alkhouri, Ismail

8 publications

ICML 2025 Differentiable Quadratic Optimization for the Maximum Independent Set Problem Ismail Alkhouri, Cedric Le Denmat, Yingjie Li, Cunxi Yu, Jia Liu, Rongrong Wang, Alvaro Velasquez

ICML 2025 SITCOM: Step-Wise Triple-Consistent Diffusion Sampling for Inverse Problems Ismail Alkhouri, Shijun Liang, Cheng-Han Huang, Jimmy Dai, Qing Qu, Saiprasad Ravishankar, Rongrong Wang

NeurIPS 2025 UGoDIT: Unsupervised Group Deep Image Prior via Transferable Weights Shijun Liang, Ismail Alkhouri, Siddhant Gautam, Qing Qu, Saiprasad Ravishankar

CVPR 2024 Improving Training Efficiency of Diffusion Models via Multi-Stage Framework and Tailored Multi-Decoder Architecture Huijie Zhang, Yifu Lu, Ismail Alkhouri, Saiprasad Ravishankar, Dogyoon Song, Qing Qu

TMLR 2024 Structure-Preserving Network Compression via Low-Rank Induced Training Through Linear Layers Composition Ismail Alkhouri, Xitong Zhang, Rongrong Wang

AAAI 2021 Dynamic Automaton-Guided Reward Shaping for Monte Carlo Tree Search Alvaro Velasquez, Brett Bissey, Lior Barak, Andre Beckus, Ismail Alkhouri, Daniel Melcer, George K. Atia

JAIR 2021 Steady-State Planning in Expected Reward Multichain MDPs George K. Atia, Andre Beckus, Ismail Alkhouri, Alvaro Velasquez

IJCAI 2020 Steady-State Policy Synthesis in Multichain Markov Decision Processes George K. Atia, Andre Beckus, Ismail Alkhouri, Alvaro Velasquez