Author

Jincheng Ying

h-index 0 View on Semantic Scholar

We have 2 of 3 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#machine learning Preprint Sep 2026

Schr\"odinger--F\"ollmer Actor--Critic: Diffusion Policy Improvement with Finite-Sample Analysis

Finite-sample bounds are derived that separate the effects of critic estimation, neural drift regression, finite-sample SNIS, diffusion discretization, and inherited actor error on expected average policy suboptimality.

Yu-Ling Jiao, Li-Can Kang, Jerry Zhijian Yang et al. · 0 citations

Jul 2026

Mask2Shield: Strengthening LLM Safety against Neuron-Pruning Attacks

Mask2Shield (M2S), a masked-forward alignment method that trains a model under this functional pruning procedure, reduces successful recomputed pruning attacks from 80--279 to 1--44 out of 313 prompts while generally preserving four capability benchmarks.

Jincheng Ying, Ming-Hui Xu, Yinhao Xiao et al. · arXiv.org · 0 citations