2 papers
cs.CV2026
VTV-FM: Flow Matching through Variational Terminal-Velocity Closure
Haoyang Jiang, Yuheng Li, Di Yang +3
Flow matching (FM) learns generative transport by fitting continuous-time motion from a simple source distribution to the data distribution. Most existing methods use first-order b…
cs.LG2026
HyCO: A Hybrid Neural Solver for Combinatorial Optimization
Yuheng Li, Di Yang, Haipeng Chen +1
Sequential reinforcement learning (RL) solvers and global diffusion model (DM) solvers for neural combinatorial optimization exhibit complementary failure modes under an optimizati…