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cs.ET2026
Conditional Dynamical Systems for Image Generation
Lianlong Sun, Chuan Liu, Tong Geng +1
Image generation has been dominated by deep generative models running on GPUs, a paradigm whose computational and energy costs raise growing sustainability concerns. Emerging non-v…
cs.ET2025★ 4 cited
General Oscillator-Based Ising Machine Models with Phase-Amplitude Dynamics and Polynomial Interactions
Lianlong Sun, Matthew X. Burns, Michael C. Huang
We present an oscillator model with both phase and amplitude dynamics for oscillator-based Ising machines (OIMs). The model targets combinatorial optimization problems with polynom…