2026 MACRO: Training-free Multi-plane Attention for Closeup Render Optimization Nitzan Hodos, Roy Amoyal, Lior Fritz, Ianir Ideses, Sagie Benaim, Netalee Efrat Under Review, 2026 Code Project Page QKV Projections Require a Fraction of Their Memory Malik Khalaf, Yara Shamshoum, Nitzan Hodos, Yuval Sieradzki, Assaf Schuster ICLR 2026 arXiv Code 2025 CompAct: Compressed Activations for Memory-Efficient LLM Training Yara Shamshoum*, Nitzan Hodos*, Yuval Sieradzki, Assaf Schuster NAACL 2025 arXiv Code 2024 DNCs Require More Planning Steps Yara Shamshoum, Nitzan Hodos, Yuval Sieradzki, Assaf Schuster ICML 2024 arXiv 2022 Coin Flipping Neural Networks Yuval Sieradzki, Nitzan Hodos, Gal Yehuda, Assaf Schuster ICML 2022 arXiv
MACRO: Training-free Multi-plane Attention for Closeup Render Optimization
CompAct: Compressed Activations for Memory-Efficient LLM Training 
