DZ
Delu Zeng
cs.LGcs.AIcs.CVstat.MLAlgorithmscs.NAeess.IVGelatinizationmath.NAmath.OC
On Valency
published · living versionsW_h8faqfr6·v1 · currentpublished
RubricOpt: Self-Revision of Semantic Rubrics for Preference Optimization
with Wei Chen, Yubing Wu, Shigui Li, Jingfeng Liu +5
1 version
Preprints & journals
48 papers in the corpus · 2009–2026RubricOpt: Self-Revision of Semantic Rubrics for Preference Optimization2610.29491v1 · Wei Chen, Yubing Wu, Shigui Li et al.2026 · 0 citationsarXivon Valency
Stochastic Pruning of the DPO Computation Graph: 1.4x Faster Training and Lower Peak Memory2610.29538v1 · Yubing Wu, Wei Chen, Junmei Yang et al.2026 · 0 citationsarXivon Valency
Hindsight-Privileged RLVR: Single-Rollout Token Credit Without Group Sampling2610.20497v2 · Wei Chen, Yubing Wu, Zhou Xu et al.2026 · 0 citationsarXiv
Sparse Variational Student-t Processes for Heavy-Tailed Modeling.41849180 · Xu, Jian, Zeng, Delu, Paisley, John2026 · 1 citationIEEE transactions on neural networks and learning systems. 2026;37(9):4726-4739
Diagnosing Under-Development of Irreversible Processes in Video Generation2608.00617v1 · Jian Xu, Yanning Wu, Delu Zeng et al.2026 · 0 citationsarXiv
Fixed-Protocol Amortized MPS Tomography with Conformalized Predictive Uncertainty2607.11273v1 · Jian Xu, Delu Zeng, John Paisley et al.2026 · 0 citationsarXiv
Entanglement as a Structural Complexity Axis: A PAC-Bayesian View of Generalization in Quantum Policies and Value Functions2607.06230v1 · Jian Xu, Delu Zeng, John Paisley et al.2026 · 0 citationsarXiv
Calibration, Not Compilation: Detecting and Repairing Misspecified Probabilistic Programs Written by Language Models2606.31630v1 · Jian Xu, Delu Zeng, John Paisley et al.2026 · 0 citationsarXiv
Active Quantum Kernel Acquisition for Gaussian Process Regression2606.28833v3 · Jian Xu, Artur Miroszewski, John Paisley et al.2026 · 0 citationsarXiv
Implicit Variational Rejection Sampling2606.14235v1 · Jian Xu, Shigui Li, Wei Chen et al.2026 · 0 citationsarXiv
The Right Measure for Physics-Constrained Generation: A Co-Area Correction for Posterior-Consistent PDE Inverse Problems2606.04804v3 · Jian Xu, Yanning Wu, Delu Zeng et al.2026 · 0 citationsarXiv
Onsager-Machlup Posterior Transport for Deep Gaussian Processes2605.23434v2 · Jian Xu, Delu Zeng, John Paisley et al.2026 · 0 citationsarXiv
Towards Disentangled Preference Optimization Dynamics: Suppress the Loser, Preserve the Winner2604.18239v4 · Wei Chen, Yubing Wu, Junmei Yang et al.2026 · 0 citationsInternational Conference on Machine Learning(ICML) 2026
A Minimum Variance Path Principle for Accurate and Stable Score-Based Density Ratio Estimation2602.00834v4 · Wei Chen, Jiacheng Li, Shigui Li et al.2026 · 0 citationsThe Fourteenth International Conference on Learning Representations,2026
Attention Redundancy Reduction for Image Super-Resolution.41843528 · Liu, Yican, Li, Jiacheng, Jiang, Yuhao et al.2026 · 0 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2026;35:3594-3608
Consist-Retinex: One-Step Noise-Emphasized Consistency Training Accelerates High-Quality Retinex Enhancement2512.08982v4 · Jian Xu, Wei Chen, Shigui Li et al.2025 · 0 citationsarXiv
EVODiff: Entropy-aware Variance Optimized Diffusion Inference2509.26096v3 · Shigui Li, Wei Chen, Delu Zeng2025 · 2 citationsarXiv
Diffusion Bridge Variational Inference for Deep Gaussian Processes2509.19078v3 · Jian Xu, Qibin Zhao, John Paisley et al.2025 · 0 citationsarXiv
Diffusion Secant Alignment for Score-Based Density Ratio Estimation2509.04852v3 · Wei Chen, Shigui Li, Jiacheng Li et al.2025 · 0 citationsarXiv
Neural Bridge Processes2508.07220v4 · Jian Xu, Yican Liu, Delu Zeng et al.2025 · 0 citationsarXiv
Dequantified Diffusion-Schrödinger Bridge for Density Ratio Estimation2505.05034v5 · Wei Chen, Shigui Li, Jiacheng Li et al.2025 · 0 citationsICML 2025: Proceedings of the 42nd International Conference on Machine Learning, 2025
Efficient and rapid assessment of starch gelatinization through intelligent methodologies.40210043 · Zhong, Guiliang, Liu, Yican, Zhang, Shaobo et al.2025 · 4 citationsInternational journal of biological macromolecules. 2025;309(Pt 3):142954
Neural Operator Variational Inference Based on Regularized Stein Discrepancy for Deep Gaussian Processes.39146176 · Xu, Jian, Du, Shian, Yang, Junmei et al.2025 · 6 citationsIEEE transactions on neural networks and learning systems. 2025;36(4):6723-6737
Variational Learning of Gaussian Process Latent Variable Models through Stochastic Gradient Annealed Importance Sampling2408.06710v3 · Jian Xu, Shian Du, Junmei Yang et al.2024 · 0 citationsarXiv
Fully Bayesian Differential Gaussian Processes through Stochastic Differential Equations2408.06069v2 · Jian Xu, Zhiqi Lin, Min Chen et al.2024 · 2 citationsarXiv
Flexible Bayesian Last Layer Models Using Implicit Priors and Diffusion Posterior Sampling2408.03746v1 · Jian Xu, Zhiqi Lin, Shigui Li et al.2024 · 0 citationsarXiv
Entropy-Informed Weighting Channel Normalizing Flow for Deep Generative Models2407.04958v2 · Wei Chen, Shian Du, Shigui Li et al.2024 · 3 citationsChen, W., Du, S., Li, S., Zeng, D., & Paisley, J. (2025). Entropy-informed weighting channel normalizing flow for deep generative models. Pattern Recognition, 112442
Improve Cross-domain Mixed Sampling with Guidance Training for Adaptive Segmentation2403.14995v1 · Wenlve Zhou, Zhiheng Zhou, Tianlei Wang et al.2024 · 1 citationarXiv
Sparse Variational Student-t Processes2312.05568v2 · Jian Xu, Delu Zeng2023 · 5 citationsarXiv
Bayesian Gaussian Process ODEs via Double Normalizing Flows2309.09222v3 · Jian Xu, Shian Du, Junmei Yang et al.2023 · 0 citationsarXiv
SciRE-Solver: Accelerating Diffusion Models Sampling by Score-integrand Solver with Recursive Difference2308.07896v3 · Shigui Li, Wei Chen, Delu Zeng2023 · 4 citationsarXiv
A Multiscale Approach to Deep Blind Image Quality Assessment.37027757 · Liu, Manni, Huang, Jiabin, Zeng, Delu et al.2025 · 31 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2023;32:1656-1667
Tighter Bound Estimation for Efficient Biquadratic Optimization Over Unit Spheres2207.11734v5 · Shigui Li, Linzhang Lu, Xing Qiu et al.2022 · 2 citationsarXiv
Multi-scale Attentive Image De-raining Networks via Neural Architecture Search2207.00728v3 · Lei Cai, Yuli Fu, Wanliang Huo et al.2022 · 38 citationsIEEE Transactions on Circuits and Systems for Video Technology, vol.33, no.2, pp.618-633 September 2022
Measuring the rogue wave pattern triggered from Gaussian perturbations by deep learning.35706226 · Zou, Liwen, Luo, XinHang, Zeng, Delu et al.2022 · 5 citationsPhysical review. E. 2022;105(5-1):054202
TO-FLOW: Efficient Continuous Normalizing Flows with Temporal Optimization adjoint with Moving Speed2203.10335v2 · Shian Du, Yihong Luo, Wei Chen et al.2022 · 3 citationsarXiv
Self-Verification in Image Denoising2111.00666v1 · Huangxing Lin, Yihong Zhuang, Delu Zeng et al.2021 · 0 citationsarXiv
Self-Supervised Time Series Clustering With Model-Based Dynamics.32866103 · Ma, Qianli, Li, Sen, Zhuang, Wanqing et al.2021 · 63 citationsIEEE transactions on neural networks and learning systems. 2021;32(9):3942-3955
Deep Learning for Scene Classification: A Survey2101.10531v2 · Delu Zeng, Minyu Liao, Mohammad Tavakolian et al.2021 · 25 citationsarXiv
Quantitative study of starch swelling capacity during gelatinization with an efficient automatic segmentation methodology.33436204 · Pan, Bo, Tao, Jinxuan, Bao, Xianyang et al.2021 · 14 citationsCarbohydrate polymers. 2021;255:117372
Scan-flood Fill(SCAFF): an Efficient Automatic Precise Region Filling Algorithm for Complicated Regions1906.03366v2 · Yixuan He, Tianyi Hu, Delu Zeng2019 · 24 citationsarXiv
Ro-SOS: Metric Expression Network (MEnet) for Robust Salient Object Segmentation1805.05638v3 · Delu Zeng, Yixuan He, Li Liu et al.2018 · 1 citationarXiv
Rapid reconstruction of quantitative susceptibility mapping via improved ℓ0 norm approximation.27744181 · Cai, Congbo, Chen, Xi, Liu, Weijun et al.2017 · 1 citationComputers in biology and medicine. 2016;79:59-67
Saliency Detection with Spaces of Background-based Distribution1603.05335v1 · Tong Zhao, Lin Li, Xinghao Ding et al.2016 · 21 citationsarXiv
A Probabilistic Method for Image Enhancement With Simultaneous Illumination and Reflectance Estimation.26336125 · Fu, Xueyang, Liao, Yinghao, Zeng, Delu et al.2016 · 469 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2015;24(12):4965-77
Image segmentation based on the Poincaré map method.21926024 · Zeng, Delu, Zhou, Zhiheng, Xie, Shengli2012 · 11 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2012;21(3):946-57
Coarse-to-fine boundary location with a SOM-like method.20142166 · Zeng, Delu, Zhou, Zhiheng, Xie, Shengli2010 · 5 citationsIEEE transactions on neural networks. 2010;21(3):481-93
Arranging and interpolating sparse unorganized feature points with geodesic circular arc.19179254 · Xie, Shengli, Zeng, Delu, Zhou, Zhiheng et al.2009 · 7 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2009;18(3):582-95
Career total: 137 works. 48 are in this corpus.
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