MZ
Mingyuan Zhou
cs.LGstat.MLstat.MEcs.CVcs.AIcs.CLstat.APstat.COcs.IRcs.SI
On Valency
published · living versionsW_hvdxbc96·v1 · currentpublished
Knowing When to Stop: The Evidence-Action Gap in Coding Agents
with Tianyu Chen, Xinran Zhao, Vijay Viswanathan, Shoubin Yu +1
1 version
Preprints & journals
158 papers in the corpus · 2011–2026Disentangled Generative Graph Representation Learning.41989911 · Hu, Xinyue, Duan, Zhibin, Liu, Xinyang et al.2026 · 0 citationsIEEE transactions on neural networks and learning systems. 2026;37(10):5500-5514
Mitigating Exploration Bias in RL for Multi-Instruction Following2608.23830v1 · Mian Zhang, Yueqin Yin, Kaiyu He et al.2026 · 0 citationsarXiv
A Non-Negative Deep VAE: The Generalized Gamma Belief Network.41941806 · Duan, Zhibin, Wen, Tiansheng, Wang, Muyao et al.2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(8):9675-9693
Rethinking Topic Modeling With Information Bottleneck Principle.41931429 · Duan, Zhibin, Hu, Xinyue, Chen, Bo et al.2026 · 0 citationsIEEE transactions on neural networks and learning systems. 2026;37(7):3385-3398
REAL: Regression-Aware Reinforcement Learning for LLM-as-a-Judge2603.17145v2 · Yasi Zhang, Tianyu Chen, Mingyuan Zhou et al.2026 · 0 citationsarXiv
NeuralRemaster: Phase-Preserving Diffusion for Structure-Aligned Generation2512.05106v3 · Yu Zeng, Charles Ochoa, Mingyuan Zhou et al.2025 · 0 citationsarXiv
Score Distillation of Flow Matching Models2509.25127v2 · Mingyuan Zhou, Yi Gu, Huangjie Zheng et al.2025 · 0 citationsarXiv
Generative Model Inversion Through the Lens of the Manifold Hypothesis2509.20177v1 · Xiong Peng, Bo Han, Fengfei Yu et al.2025 · 1 citationarXiv
Self Forcing: Bridging the Train-Test Gap in Autoregressive Video Diffusion2506.08009v2 · Xun Huang, Zhengqi Li, Guande He et al.2025 · 42 citationsarXiv
Improving Data Efficiency for LLM Reinforcement Fine-tuning Through Difficulty-targeted Online Data Selection and Rollout Replay2506.05316v4 · Yifan Sun, Jingyan Shen, Yibin Wang et al.2025 · 2 citationsarXiv
Score Distillation Beyond Acceleration: Generative Modeling from Corrupted Data2505.13377v2 · Yasi Zhang, Tianyu Chen, Zhendong Wang et al.2025 · 0 citationsarXiv
Denoising Score Distillation: From Noisy Diffusion Pretraining to One-Step High-Quality Generation2503.07578v2 · Tianyu Chen, Yasi Zhang, Zhendong Wang et al.2025 · 0 citationsarXiv
KodCode: A Diverse, Challenging, and Verifiable Synthetic Dataset for Coding2503.02951v2 · Zhangchen Xu, Yang Liu, Yueqin Yin et al.2025 · 9 citationsarXiv
Segmenting Text and Learning Their Rewards for Improved RLHF in Language Model2501.02790v1 · Yueqin Yin, Shentao Yang, Yujia Xie et al.2025 · 0 citationsarXiv
Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization2412.03941v1 · Tianyu Chen, Zhendong Wang, Mingyuan Zhou2024 · 0 citationsarXiv
One-Step Diffusion Policy: Fast Visuomotor Policies via Diffusion Distillation2410.21257v1 · Zhendong Wang, Zhaoshuo Li, Ajay Mandlekar et al.2024 · 0 citationsarXiv
Adversarial Score identity Distillation: Rapidly Surpassing the Teacher in One Step2410.14919v4 · Mingyuan Zhou, Huangjie Zheng, Yi Gu et al.2024 · 0 citationsarXiv
Scalable Weibull Graph Attention Autoencoder for Modeling Document Networks2410.09696v1 · Chaojie Wang, Xinyang Liu, Dongsheng Wang et al.2024 · 0 citationsarXiv
Advancing Graph Generation through Beta Diffusion2406.09357v2 · Xinyang Liu, Yilin He, Bo Chen et al.2024 · 0 citationsarXiv
Diffusion-RPO: Aligning Diffusion Models through Relative Preference Optimization2406.06382v1 · Yi Gu, Zhendong Wang, Yueqin Yin et al.2024 · 0 citationsarXiv
Guided Score identity Distillation for Data-Free One-Step Text-to-Image Generation2406.01561v4 · Mingyuan Zhou, Zhendong Wang, Huangjie Zheng et al.2024 · 0 citationsarXiv
Diffusion Boosted Trees2406.01813v1 · Xizewen Han, Mingyuan Zhou2024 · 0 citationsarXiv
Self-Augmented Preference Optimization: Off-Policy Paradigms for Language Model Alignment2405.20830v1 · Yueqin Yin, Zhendong Wang, Yujia Xie et al.2024 · 0 citationsarXiv
Diffusion Policies creating a Trust Region for Offline Reinforcement Learning2405.19690v3 · Tianyu Chen, Zhendong Wang, Mingyuan Zhou2024 · 10 citationsarXiv
Switchable Decision: Dynamic Neural Generation Networks2405.04513v1 · Shujian Zhang, Korawat Tanwisuth, Chengyue Gong et al.2024 · 0 citationsarXiv
Score identity Distillation: Exponentially Fast Distillation of Pretrained Diffusion Models for One-Step Generation2404.04057v3 · Mingyuan Zhou, Huangjie Zheng, Zhendong Wang et al.2024 · 0 citationsarXiv
Advancing materials science through next-generation machine learning.39077430 · Unni, Rohit, Zhou, Mingyuan, Wiecha, Peter R et al.2024 · 31 citationsCurrent opinion in solid state & materials science. 2024;30
Brucella-driven host N-glycome remodeling controls infection.38531364 · Cabello, Ana-Lucia, Wells, Kelsey, Peng, Wenjing et al.2024 · 13 citationsCell host & microbe. 2024;32(4):588-605.e9
Take the Bull by the Horns: Hard Sample-Reweighted Continual Training Improves LLM Generalization2402.14270v2 · Xuxi Chen, Zhendong Wang, Daouda Sow et al.2024 · 3 citationsarXiv
A Dense Reward View on Aligning Text-to-Image Diffusion with Preference2402.08265v2 · Shentao Yang, Tianqi Chen, Mingyuan Zhou2024 · 2 citationsarXiv
Relative Preference Optimization: Enhancing LLM Alignment through Contrasting Responses across Identical and Diverse Prompts2402.10958v2 · Yueqin Yin, Zhendong Wang, Yi Gu et al.2024 · 2 citationsarXiv
UltrAvatar: A Realistic Animatable 3D Avatar Diffusion Model with Authenticity Guided Textures2401.11078v2 · Mingyuan Zhou, Rakib Hyder, Ziwei Xuan et al.2024 · 12 citationsarXiv
Predicting the Elastic Modulus of Recycled Concrete Considering Material Nonuniformity: Mesoscale Numerical Method.38255547 · Zhang, Jing, Zhu, Xuejun, Zhou, Mingyuan et al.2024 · 1 citationMaterials (Basel, Switzerland). 2024;17(2)
Improving In-Context Learning in Diffusion Models with Visual Context-Modulated Prompts2312.01408v1 · Tianqi Chen, Yongfei Liu, Zhendong Wang et al.2023 · 0 citationsarXiv
OmniMotionGPT: Animal Motion Generation with Limited Data2311.18303v1 · Zhangsihao Yang, Mingyuan Zhou, Mengyi Shan et al.2023 · 8 citationsarXiv
Learning Stackable and Skippable LEGO Bricks for Efficient, Reconfigurable, and Variable-Resolution Diffusion Modeling2310.06389v3 · Huangjie Zheng, Zhendong Wang, Jianbo Yuan et al.2023 · 2 citationsarXiv
Beta Diffusion2309.07867v4 · Mingyuan Zhou, Tianqi Chen, Zhendong Wang et al.2023 · 0 citationsarXiv
Learning Hierarchical Document Graphs From Multilevel Sentence Relations.34591772 · Zhang, Hao, Wang, Chaojie, Wang, Zhengjue et al.2023 · 8 citationsIEEE transactions on neural networks and learning systems. 2023;34(8):4273-4285
BayesTME: An end-to-end method for multiscale spatial transcriptional profiling of the tissue microenvironment.37473731 · Zhang, Haoran, Hunter, Miranda V, Chou, Jacqueline et al.2023 · 21 citationsCell systems. 2023;14(7):605-619.e7
PatchCT: Aligning Patch Set and Label Set with Conditional Transport for Multi-Label Image Classification2307.09066v2 · Miaoge Li, Dongsheng Wang, Xinyang Liu et al.2023 · 21 citationsarXiv
Learning to Jump: Thinning and Thickening Latent Counts for Generative Modeling2305.18375v1 · Tianqi Chen, Mingyuan Zhou2023 · 0 citationsarXiv
AutoML-GPT: Automatic Machine Learning with GPT2305.02499v1 · Shujian Zhang, Chengyue Gong, Lemeng Wu et al.2023 · 26 citationsarXiv
Class-Balancing Diffusion Models2305.00562v2 · Yiming Qin, Huangjie Zheng, Jiangchao Yao et al.2023 · 46 citationsarXiv
POUF: Prompt-oriented unsupervised fine-tuning for large pre-trained models2305.00350v1 · Korawat Tanwisuth, Shujian Zhang, Huangjie Zheng et al.2023 · 10 citationsarXiv
Re-imagine the Negative Prompt Algorithm: Transform 2D Diffusion into 3D, alleviate Janus problem and Beyond2304.04968v3 · Mohammadreza Armandpour, Ali Sadeghian, Huangjie Zheng et al.2023 · 22 citationsarXiv
[Analysis of the core knowledge level of chronic diseases in Chinese adults and related factors].37032164 · Guo, K M, Dong, W L, Dong, J Q et al.2023 · 3 citationsZhonghua yu fang yi xue za zhi [Chinese journal of preventive medicine]. 2023;57(4):550-556
Patch-Prompt Aligned Bayesian Prompt Tuning for Vision-Language Models2303.09100v2 · Xinyang Liu, Dongsheng Wang, Bowei Fang et al.2023 · 4 citationsarXiv
Generative Text Convolutional Neural Network for Hierarchical Document Representation Learning.35853051 · Wang, Chaojie, Chen, Bo, Duan, Zhibin et al.2023 · 6 citationsIEEE transactions on pattern analysis and machine intelligence. 2023;45(4):4586-4604
Fantastic Rewards and How to Tame Them: A Case Study on Reward Learning for Task-oriented Dialogue Systems2302.10342v1 · Yihao Feng, Shentao Yang, Shujian Zhang et al.2023 · 8 citationsarXiv
A Prototype-Oriented Clustering for Domain Shift with Source Privacy2302.03807v2 · Korawat Tanwisuth, Shujian Zhang, Pengcheng He et al.2023 · 1 citationarXiv
Career total: at least 238 works. 158 are in this corpus.Showing the 50 most recent.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.