Huangjie Zheng

According to our database, Huangjie Zheng authored at least 40 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Adversarial Score identity Distillation: Rapidly Surpassing the Teacher in One Step.

Mingyuan Zhou, Huangjie Zheng, Yi Gu, Zhendong Wang, Hai Huang

CoRR, 2024

What If We Recaption Billions of Web Images with LLaMA-3?

Xianhang Li, Haoqin Tu, Mude Hui, Zeyu Wang, Bingchen Zhao, Junfei Xiao, Sucheng Ren, Jieru Mei, Qing Liu, Huangjie Zheng, Yuyin Zhou, Cihang Xie

CoRR, 2024

Long and Short Guidance in Score identity Distillation for One-Step Text-to-Image Generation.

Mingyuan Zhou, Zhendong Wang, Huangjie Zheng, Hai Huang

CoRR, 2024

Score identity Distillation: Exponentially Fast Distillation of Pretrained Diffusion Models for One-Step Generation.

Mingyuan Zhou, Huangjie Zheng, Zhendong Wang, Mingzhang Yin, Hai Huang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

MVTexGen: Synthesising 3D Textures Using Multi-View Diffusion.

Jinyi Wang, Fei Ben, Huangjie Zheng, Jiangchao Yao, Ya Zhang, Yanfeng Wang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Learning Stackable and Skippable LEGO Bricks for Efficient, Reconfigurable, and Variable-Resolution Diffusion Modeling.

Huangjie Zheng, Zhendong Wang, Jianbo Yuan, Guanghan Ning, Pengcheng He, Quanzeng You, Hongxia Yang, Mingyuan Zhou

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Long-tailed Diffusion Models with Oriented Calibration.

Tianjiao Zhang, Huangjie Zheng, Jiangchao Yao, Xiangfeng Wang, Mingyuan Zhou, Ya Zhang, Yanfeng Wang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Contrastive Attraction and Contrastive Repulsion for Representation Learning.

Huangjie Zheng, Xu Chen, Jiangchao Yao, Hongxia Yang, Chunyuan Li, Ya Zhang, Hao Zhang, Ivor W. Tsang, Jingren Zhou, Mingyuan Zhou

Trans. Mach. Learn. Res., 2023

CORE-MM: Complex Open-Ended Reasoning Evaluation For Multi-Modal Large Language Models.

Xiaotian Han, Quanzeng You, Yongfei Liu, Wentao Chen, Huangjie Zheng, Khalil Mrini, Xudong Lin, Yiqi Wang, Bohan Zhai, Jianbo Yuan, Heng Wang, Hongxia Yang

CoRR, 2023

Re-imagine the Negative Prompt Algorithm: Transform 2D Diffusion into 3D, alleviate Janus problem and Beyond.

Mohammadreza Armandpour, Ali Sadeghian, Huangjie Zheng, Amir Sadeghian, Mingyuan Zhou

CoRR, 2023

Beta Diffusion.

Mingyuan Zhou, Tianqi Chen, Zhendong Wang, Huangjie Zheng

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Patch Diffusion: Faster and More Data-Efficient Training of Diffusion Models.

Zhendong Wang, Yifan Jiang, Huangjie Zheng, Peihao Wang, Pengcheng He, Zhangyang Wang, Weizhu Chen, Mingyuan Zhou

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

POUF: Prompt-Oriented Unsupervised Fine-tuning for Large Pre-trained Models.

Korawat Tanwisuth, Shujian Zhang, Huangjie Zheng, Pengcheng He, Mingyuan Zhou

Proceedings of the International Conference on Machine Learning, 2023

Truncated Diffusion Probabilistic Models and Diffusion-based Adversarial Auto-Encoders.

Huangjie Zheng, Pengcheng He, Weizhu Chen, Mingyuan Zhou

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Diffusion-GAN: Training GANs with Diffusion.

Zhendong Wang, Huangjie Zheng, Pengcheng He, Weizhu Chen, Mingyuan Zhou

Proceedings of the Eleventh International Conference on Learning Representations, 2023

DR2: Diffusion-Based Robust Degradation Remover for Blind Face Restoration.

Zhixin Wang, Ziying Zhang, Xiaoyun Zhang, Huangjie Zheng, Mingyuan Zhou, Ya Zhang, Yanfeng Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Class-Balancing Diffusion Models.

Yiming Qin, Huangjie Zheng, Jiangchao Yao, Mingyuan Zhou, Ya Zhang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Learning on Attribute-Missing Graphs.

Xu Chen, Siheng Chen, Jiangchao Yao, Huangjie Zheng, Ya Zhang, Ivor W. Tsang

IEEE Trans. Pattern Anal. Mach. Intell., 2022

A Regularized Implicit Policy for Offline Reinforcement Learning.

Shentao Yang, Zhendong Wang, Huangjie Zheng, Yihao Feng, Mingyuan Zhou

CoRR, 2022

Truncated Diffusion Probabilistic Models.

Huangjie Zheng, Pengcheng He, Weizhu Chen, Mingyuan Zhou

CoRR, 2022

Mixing and Shifting: Exploiting Global and Local Dependencies in Vision MLPs.

Huangjie Zheng, Pengcheng He, Weizhu Chen, Mingyuan Zhou

CoRR, 2022

CARD: Classification and Regression Diffusion Models.

Xizewen Han, Huangjie Zheng, Mingyuan Zhou

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Representing Mixtures of Word Embeddings with Mixtures of Topic Embeddings.

Dongsheng Wang, Dandan Guo, He Zhao, Huangjie Zheng, Korawat Tanwisuth, Bo Chen, Mingyuan Zhou

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Contrastive Conditional Transport for Representation Learning.

Huangjie Zheng, Xu Chen, Jiangchao Yao, Hongxia Yang, Chunyuan Li, Ya Zhang, Hao Zhang, Ivor W. Tsang, Jingren Zhou, Mingyuan Zhou

CoRR, 2021

Exploiting Chain Rule and Bayes' Theorem to Compare Probability Distributions.

Huangjie Zheng, Mingyuan Zhou

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Alignment Attention by Matching Key and Query Distributions.

Shujian Zhang, Xinjie Fan, Huangjie Zheng, Korawat Tanwisuth, Mingyuan Zhou

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

A Prototype-Oriented Framework for Unsupervised Domain Adaptation.

Korawat Tanwisuth, Xinjie Fan, Huangjie Zheng, Shujian Zhang, Hao Zhang, Bo Chen, Mingyuan Zhou

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Deep Unsupervised Image Anomaly Detection: An Information Theoretic Framework.

Fei Ye, Huangjie Zheng, Chaoqin Huang, Ya Zhang

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2020

ACT: Asymptotic Conditional Transport.

Huangjie Zheng, Mingyuan Zhou

CoRR, 2020

Deep Unsupervised Image Anomaly Detection: An Information Theoretic Framework.

Fei Ye, Huangjie Zheng, Chaoqing Huang, Ya Zhang

CoRR, 2020

MCMC-Interactive Variational Inference.

Quan Zhang, Huangjie Zheng, Mingyuan Zhou

CoRR, 2020

2019

Node Attribute Generation on Graphs.

Xu Chen, Siheng Chen, Huangjie Zheng, Jiangchao Yao, Kenan Cui, Ya Zhang, Ivor W. Tsang

CoRR, 2019

Elastic Boundary Projection for 3D Medical Image Segmentation.

Tianwei Ni, Lingxi Xie, Huangjie Zheng, Elliot K. Fishman, Alan L. Yuille

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Understanding VAEs in Fisher-Shannon Plane.

Huangjie Zheng, Jiangchao Yao, Ya Zhang, Ivor W. Tsang, Jia Wang

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Elastic Boundary Projection for 3D Medical Imaging Segmentation.

Tianwei Ni, Lingxi Xie, Huangjie Zheng, Elliot K. Fishman, Alan L. Yuille

CoRR, 2018

Phase Collaborative Network for Multi-Phase Medical Imaging Segmentation.

Huangjie Zheng, Lingxi Xie, Tianwei Ni, Ya Zhang, Yanfeng Wang, Qi Tian, Elliot K. Fishman, Alan L. Yuille

CoRR, 2018

Understanding VAEs in Fisher-Shannon Plane.

Huangjie Zheng, Jiangchao Yao, Ya Zhang, Ivor W. Tsang

CoRR, 2018

Degeneration in VAE: in the Light of Fisher Information Loss.

Huangjie Zheng, Jiangchao Yao, Ya Zhang, Ivor W. Tsang

CoRR, 2018

Learning and Applying Ontology for Machine Learning in Cyber Attack Detection.

Huangjie Zheng, Yuchen Wang, Chen Han, Fangjie Le, Ruan He, Jialiang Lu

Proceedings of the 17th IEEE International Conference On Trust, 2018

2017

Describing Geographical Characteristics with Social Images.

Huangjie Zheng, Jiangchao Yao, Ya Zhang

Proceedings of the MultiMedia Modeling - 23rd International Conference, 2017