4 citations · 4 across the 2 of their papers we have counts for
3 papers
cs.AR2026
Integrated Hardware Annealing based on Langevin Dynamics for Ising Machines
Yongchao Liu, Lianlong Sun, Michael Huang +1
Ising machines are non-von Neumann machines designed to solve combinatorial optimization problems (COP) by searching for the ground state, or the lowest energy configuration, withi…
cs.ET2026
Conditional Dynamical Systems for Image Generation
Lianlong Sun, Chuan Liu, Yongchao Liu +5
Image generation is dominated by deep generative models on GPUs, whose computational and energy costs raise sustainability concerns. Emerging non-von Neumann substrates, including…
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…