Chenguang Duan

15 papers A* 1Journal 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Inference-Time Alignment for Diffusion Models via Doob's Matching. CoRR Jinyuan Chang, Chenguang Duan, Yuling Jiao, Yi Xu, Jerry Zhijian Yang
2026	J	`jnl`	Preconditioning and Numerical Stability in Neural Network Training for Parametric PDEs. CoRR Markus Bachmayr, Wolfgang Dahmen, Chenguang Duan, Mathias Oster
2026	J	`jnl`	Sampling via Stochastic Interpolants by Langevin-based Velocity and Initialization Estimation in Flow ODEs. CoRR Chenguang Duan, Yuling Jiao, Gabriele Steidl, Christian J. Walder, Jerry Zhijian Yang, Ruizhe Zhang
2025	J	`jnl`	Deep contrastive representation learning for supervised tasks. Pattern Recognit. Chenguang Duan, Yuling Jiao, Lican Kang, Jerry Zhijian Yang, Fusheng Zhou
2025	J	`jnl`	Provable Diffusion Posterior Sampling for Bayesian Inversion. CoRR Jinyuan Chang, Chenguang Duan, Yuling Jiao, Ruoxuan Li, Jerry Zhijian Yang, Cheng Yuan
2025	J	`jnl`	Semi-Supervised Deep Sobolev Regression: Estimation and Variable Selection by ReQU Neural Network. IEEE Trans. Inf. Theory Zhao Ding, Chenguang Duan, Yuling Jiao, Jerry Zhijian Yang
2024	J	`jnl`	Characteristic Learning for Provable One Step Generation. CoRR Zhao Ding, Chenguang Duan, Yuling Jiao, Ruoxuan Li, Jerry Zhijian Yang, Pingwen Zhang
2024	J	`jnl`	Current density impedance imaging with PINNs. J. Comput. Appl. Math. Chenguang Duan, Junjun Huang, Yuling Jiao, Xiliang Lu, Jerry Zhijian Yang
2024	J	`jnl`	Nonlinear Assimilation with Score-based Sequential Langevin Sampling. CoRR Zhao Ding, Chenguang Duan, Yuling Jiao, Jerry Zhijian Yang, Cheng Yuan, Pingwen Zhang
2024	J	`jnl`	Semi-Supervised Deep Sobolev Regression: Estimation, Variable Selection and Beyond. CoRR Zhao Ding, Chenguang Duan, Yuling Jiao, Jerry Zhijian Yang
2024	J	`jnl`	Unsupervised Transfer Learning via Adversarial Contrastive Training. CoRR Chenguang Duan, Yuling Jiao, Huazhen Lin, Wensen Ma, Jerry Zhijian Yang
2023	J	`jnl`	Current density impedance imaging with PINNs. CoRR Chenguang Duan, Yuling Jiao, Xiliang Lu, Jerry Zhijian Yang
2023	A*	`conf`	Fast Excess Risk Rates via Offset Rademacher Complexity. ICML Chenguang Duan, Yuling Jiao, Lican Kang, Xiliang Lu, Jerry Zhijian Yang
2021	J	`jnl`	Analysis of Deep Ritz Methods for Laplace Equations with Dirichlet Boundary Conditions. CoRR Chenguang Duan, Yuling Jiao, Yanming Lai, Xiliang Lu, Qimeng Quan, Jerry Zhijian Yang
2021	J	`jnl`	Convergence Rate Analysis for Deep Ritz Method. CoRR Chenguang Duan, Yuling Jiao, Yanming Lai, Xiliang Lu, Jerry Zhijian Yang