Huangjie Zheng

69 papers A* 21A 1B 1C 1Journal 43Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Rejection Mixing: Fast Semantic Propagation of Mask Tokens for Efficient DLLM Inference. CoRR Yushi Ye, Feng Hong, Huangjie Zheng, Xu Chen, Zhiyong Chen, Yanfeng Wang, Jiangchao Yao
2025	A*	`conf`	Adversarial Score identity Distillation: Rapidly Surpassing the Teacher in One Step. ICLR Mingyuan Zhou, Huangjie Zheng, Yi Gu, Zhendong Wang, Hai Huang
2025	C	`conf`	ChipChat: Low-Latency Cascaded Conversational Agent in MLX. ASRU Tatiana Likhomanenko, Luke Carlson, Richard He Bai, Zijin Gu, Han Tran, Zakaria Aldeneh, Yizhe Zhang, Ruixiang Zhang, Huangjie Zheng, Navdeep Jaitly
2025	J	`jnl`	ChipChat: Low-Latency Cascaded Conversational Agent in MLX. CoRR Tatiana Likhomanenko, Luke Carlson, Richard He Bai, Zijin Gu, Han Tran, Zakaria Aldeneh, Yizhe Zhang, Ruixiang Zhang, Huangjie Zheng, Navdeep Jaitly
2025	J	`jnl`	Continuously Augmented Discrete Diffusion model for Categorical Generative Modeling. CoRR Huangjie Zheng, Shansan Gong, Ruixiang Zhang, Tianrong Chen, Jiatao Gu, Mingyuan Zhou, Navdeep Jaitly, Yizhe Zhang
2025	J	`jnl`	DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation. CoRR Shansan Gong, Ruixiang Zhang, Huangjie Zheng, Jiatao Gu, Navdeep Jaitly, Lingpeng Kong, Yizhe Zhang
2025	J	`jnl`	Flexible Language Modeling in Continuous Space with Transformer-based Autoregressive Flows. CoRR Ruixiang Zhang, Shuangfei Zhai, Jiatao Gu, Yizhe Zhang, Huangjie Zheng, Tianrong Chen, Miguel Ángel Bautista, Joshua M. Susskind, Navdeep Jaitly
2025	A*	`conf`	Guided Score identity Distillation for Data-Free One-Step Text-to-Image Generation. ICLR Mingyuan Zhou, Zhendong Wang, Huangjie Zheng, Hai Huang
2025	J	`jnl`	Modality-Consistent Prompt Tuning With Optimal Transport. IEEE Trans. Circuits Syst. Video Technol. Hairui Ren, Fan Tang, Huangjie Zheng, He Zhao, Dandan Guo, Yi Chang
2025	A*	`conf`	Normalizing Flows are Capable Generative Models. ICML Shuangfei Zhai, Ruixiang Zhang, Preetum Nakkiran, David Berthelot, Jiatao Gu, Huangjie Zheng, Tianrong Chen, Miguel Ángel Bautista, Navdeep Jaitly, Joshua M. Susskind
2025	J	`jnl`	STARFlow: Scaling Latent Normalizing Flows for High-resolution Image Synthesis. CoRR Jiatao Gu, Tianrong Chen, David Berthelot, Huangjie Zheng, Yuyang Wang, Ruixiang Zhang, Laurent Dinh, Miguel Ángel Bautista, Josh M. Susskind, Shuangfei Zhai
2025	J	`jnl`	Score Distillation of Flow Matching Models. CoRR Mingyuan Zhou, Yi Gu, Huangjie Zheng, Liangchen Song, Guande He, Yizhe Zhang, Wenze Hu, Yinfei Yang
2025	J	`jnl`	TADA: Improved Diffusion Sampling with Training-free Augmented Dynamics. CoRR Tianrong Chen, Huangjie Zheng, David Berthelot, Jiatao Gu, Josh M. Susskind, Shuangfei Zhai
2025	A*	`conf`	What If We Recaption Billions of Web Images with LLaMA-3? ICML Xianhang Li, Haoqin Tu, Mude Hui, Zeyu Wang, Bingchen Zhao, Junfei Xiao, Sucheng Ren, Jieru Mei, Qing Liu, Huangjie Zheng, Yuyin Zhou, Cihang Xie
2025	J	`jnl`	Wide-In, Narrow-Out: Revokable Decoding for Efficient and Effective DLLMs. CoRR Feng Hong, Geng Yu, Yushi Ye, Haicheng Huang, Huangjie Zheng, Ya Zhang, Yanfeng Wang, Jiangchao Yao
2024	J	`jnl`	Adversarial Score identity Distillation: Rapidly Surpassing the Teacher in One Step. CoRR Mingyuan Zhou, Huangjie Zheng, Yi Gu, Zhendong Wang, Hai Huang
2024	A*	`conf`	Learning Stackable and Skippable LEGO Bricks for Efficient, Reconfigurable, and Variable-Resolution Diffusion Modeling. ICLR Huangjie Zheng, Zhendong Wang, Jianbo Yuan, Guanghan Ning, Pengcheng He, Quanzeng You, Hongxia Yang, Mingyuan Zhou
2024	J	`jnl`	Long and Short Guidance in Score identity Distillation for One-Step Text-to-Image Generation. CoRR Mingyuan Zhou, Zhendong Wang, Huangjie Zheng, Hai Huang
2024	A*	`conf`	Long-tailed Diffusion Models with Oriented Calibration. ICLR Tianjiao Zhang, Huangjie Zheng, Jiangchao Yao, Xiangfeng Wang, Mingyuan Zhou, Ya Zhang, Yanfeng Wang
2024	A	`conf`	MVTexGen: Synthesising 3D Textures Using Multi-View Diffusion. ICME Jinyi Wang, Fei Ben, Huangjie Zheng, Jiangchao Yao, Ya Zhang, Yanfeng Wang
2024	J	`jnl`	Normalizing Flows are Capable Generative Models. CoRR Shuangfei Zhai, Ruixiang Zhang, Preetum Nakkiran, David Berthelot, Jiatao Gu, Huangjie Zheng, Tianrong Chen, Miguel Ángel Bautista, Navdeep Jaitly, Joshua M. Susskind
2024	A*	`conf`	Score identity Distillation: Exponentially Fast Distillation of Pretrained Diffusion Models for One-Step Generation. ICML Mingyuan Zhou, Huangjie Zheng, Zhendong Wang, Mingzhang Yin, Hai Huang
2024	J	`jnl`	Score identity Distillation: Exponentially Fast Distillation of Pretrained Diffusion Models for One-Step Generation. CoRR Mingyuan Zhou, Huangjie Zheng, Zhendong Wang, Mingzhang Yin, Hai Huang
2024	J	`jnl`	What If We Recaption Billions of Web Images with LLaMA-3? CoRR Xianhang Li, Haoqin Tu, Mude Hui, Zeyu Wang, Bingchen Zhao, Junfei Xiao, Sucheng Ren, Jieru Mei, Qing Liu, Huangjie Zheng, Yuyin Zhou, Cihang Xie
2023	A*	`conf`	Beta Diffusion. NeurIPS Mingyuan Zhou, Tianqi Chen, Zhendong Wang, Huangjie Zheng
2023	J	`jnl`	Beta Diffusion. CoRR Mingyuan Zhou, Tianqi Chen, Zhendong Wang, Huangjie Zheng
2023	J	`jnl`	CORE-MM: Complex Open-Ended Reasoning Evaluation For Multi-Modal Large Language Models. CoRR Xiaotian Han, Quanzeng You, Yongfei Liu, Wentao Chen, Huangjie Zheng, Khalil Mrini, Xudong Lin, Yiqi Wang, Bohan Zhai, Jianbo Yuan, Heng Wang, Hongxia Yang
2023	A*	`conf`	Class-Balancing Diffusion Models. CVPR Yiming Qin, Huangjie Zheng, Jiangchao Yao, Mingyuan Zhou, Ya Zhang
2023	J	`jnl`	Class-Balancing Diffusion Models. CoRR Yiming Qin, Huangjie Zheng, Jiangchao Yao, Mingyuan Zhou, Ya Zhang
2023	J	`jnl`	Contrastive Attraction and Contrastive Repulsion for Representation Learning. Trans. Mach. Learn. Res. Huangjie Zheng, Xu Chen, Jiangchao Yao, Hongxia Yang, Chunyuan Li, Ya Zhang, Hao Zhang, Ivor W. Tsang, Jingren Zhou, Mingyuan Zhou
2023	A*	`conf`	DR2: Diffusion-Based Robust Degradation Remover for Blind Face Restoration. CVPR Zhixin Wang, Ziying Zhang, Xiaoyun Zhang, Huangjie Zheng, Mingyuan Zhou, Ya Zhang, Yanfeng Wang
2023	J	`jnl`	DR2: Diffusion-based Robust Degradation Remover for Blind Face Restoration. CoRR Zhixin Wang, Xiaoyun Zhang, Ziying Zhang, Huangjie Zheng, Mingyuan Zhou, Ya Zhang, Yanfeng Wang
2023	A*	`conf`	Diffusion-GAN: Training GANs with Diffusion. ICLR Zhendong Wang, Huangjie Zheng, Pengcheng He, Weizhu Chen, Mingyuan Zhou
2023	J	`jnl`	Learning Stackable and Skippable LEGO Bricks for Efficient, Reconfigurable, and Variable-Resolution Diffusion Modeling. CoRR Huangjie Zheng, Zhendong Wang, Jianbo Yuan, Guanghan Ning, Pengcheng He, Quanzeng You, Hongxia Yang, Mingyuan Zhou
2023	A*	`conf`	POUF: Prompt-Oriented Unsupervised Fine-tuning for Large Pre-trained Models. ICML Korawat Tanwisuth, Shujian Zhang, Huangjie Zheng, Pengcheng He, Mingyuan Zhou
2023	J	`jnl`	POUF: Prompt-oriented unsupervised fine-tuning for large pre-trained models. CoRR Korawat Tanwisuth, Shujian Zhang, Huangjie Zheng, Pengcheng He, Mingyuan Zhou
2023	A*	`conf`	Patch Diffusion: Faster and More Data-Efficient Training of Diffusion Models. NeurIPS Zhendong Wang, Yifan Jiang, Huangjie Zheng, Peihao Wang, Pengcheng He, Zhangyang Wang, Weizhu Chen, Mingyuan Zhou
2023	J	`jnl`	Patch Diffusion: Faster and More Data-Efficient Training of Diffusion Models. CoRR Zhendong Wang, Yifan Jiang, Huangjie Zheng, Peihao Wang, Pengcheng He, Zhangyang Wang, Weizhu Chen, Mingyuan Zhou
2023	J	`jnl`	Re-imagine the Negative Prompt Algorithm: Transform 2D Diffusion into 3D, alleviate Janus problem and Beyond. CoRR Mohammadreza Armandpour, Ali Sadeghian, Huangjie Zheng, Amir Sadeghian, Mingyuan Zhou
2023	A*	`conf`	Truncated Diffusion Probabilistic Models and Diffusion-based Adversarial Auto-Encoders. ICLR Huangjie Zheng, Pengcheng He, Weizhu Chen, Mingyuan Zhou
2022	J	`jnl`	A Regularized Implicit Policy for Offline Reinforcement Learning. CoRR Shentao Yang, Zhendong Wang, Huangjie Zheng, Yihao Feng, Mingyuan Zhou
2022	A*	`conf`	CARD: Classification and Regression Diffusion Models. NeurIPS Xizewen Han, Huangjie Zheng, Mingyuan Zhou
2022	J	`jnl`	CARD: Classification and Regression Diffusion Models. CoRR Xizewen Han, Huangjie Zheng, Mingyuan Zhou
2022	J	`jnl`	Diffusion-GAN: Training GANs with Diffusion. CoRR Zhendong Wang, Huangjie Zheng, Pengcheng He, Weizhu Chen, Mingyuan Zhou
2022	J	`jnl`	Learning on Attribute-Missing Graphs. IEEE Trans. Pattern Anal. Mach. Intell. Xu Chen, Siheng Chen, Jiangchao Yao, Huangjie Zheng, Ya Zhang, Ivor W. Tsang
2022	J	`jnl`	Mixing and Shifting: Exploiting Global and Local Dependencies in Vision MLPs. CoRR Huangjie Zheng, Pengcheng He, Weizhu Chen, Mingyuan Zhou
2022	A*	`conf`	Representing Mixtures of Word Embeddings with Mixtures of Topic Embeddings. ICLR Dongsheng Wang, Dandan Guo, He Zhao, Huangjie Zheng, Korawat Tanwisuth, Bo Chen, Mingyuan Zhou
2022	J	`jnl`	Representing Mixtures of Word Embeddings with Mixtures of Topic Embeddings. CoRR Dongsheng Wang, Dandan Guo, He Zhao, Huangjie Zheng, Korawat Tanwisuth, Bo Chen, Mingyuan Zhou
2022	J	`jnl`	Truncated Diffusion Probabilistic Models. CoRR Huangjie Zheng, Pengcheng He, Weizhu Chen, Mingyuan Zhou
2021	A*	`conf`	A Prototype-Oriented Framework for Unsupervised Domain Adaptation. NeurIPS Korawat Tanwisuth, Xinjie Fan, Huangjie Zheng, Shujian Zhang, Hao Zhang, Bo Chen, Mingyuan Zhou
2021	J	`jnl`	A Prototype-Oriented Framework for Unsupervised Domain Adaptation. CoRR Korawat Tanwisuth, Xinjie Fan, Huangjie Zheng, Shujian Zhang, Hao Zhang, Bo Chen, Mingyuan Zhou
2021	A*	`conf`	Alignment Attention by Matching Key and Query Distributions. NeurIPS Shujian Zhang, Xinjie Fan, Huangjie Zheng, Korawat Tanwisuth, Mingyuan Zhou
2021	J	`jnl`	Alignment Attention by Matching Key and Query Distributions. CoRR Shujian Zhang, Xinjie Fan, Huangjie Zheng, Korawat Tanwisuth, Mingyuan Zhou
2021	J	`jnl`	Contrastive Conditional Transport for Representation Learning. CoRR Huangjie Zheng, Xu Chen, Jiangchao Yao, Hongxia Yang, Chunyuan Li, Ya Zhang, Hao Zhang, Ivor W. Tsang, Jingren Zhou, Mingyuan Zhou
2021	B	`conf`	Deep Unsupervised Image Anomaly Detection: An Information Theoretic Framework. ICIP Fei Ye, Huangjie Zheng, Chaoqin Huang, Ya Zhang
2021	A*	`conf`	Exploiting Chain Rule and Bayes' Theorem to Compare Probability Distributions. NeurIPS Huangjie Zheng, Mingyuan Zhou
2020	J	`jnl`	ACT: Asymptotic Conditional Transport. CoRR Huangjie Zheng, Mingyuan Zhou
2020	J	`jnl`	Deep Unsupervised Image Anomaly Detection: An Information Theoretic Framework. CoRR Fei Ye, Huangjie Zheng, Chaoqing Huang, Ya Zhang
2020	J	`jnl`	Learning on Attribute-Missing Graphs. CoRR Xu Chen, Siheng Chen, Jiangchao Yao, Huangjie Zheng, Ya Zhang, Ivor W. Tsang
2020	J	`jnl`	MCMC-Interactive Variational Inference. CoRR Quan Zhang, Huangjie Zheng, Mingyuan Zhou
2019	A*	`conf`	Elastic Boundary Projection for 3D Medical Image Segmentation. CVPR Tianwei Ni, Lingxi Xie, Huangjie Zheng, Elliot K. Fishman, Alan L. Yuille
2019	J	`jnl`	Node Attribute Generation on Graphs. CoRR Xu Chen, Siheng Chen, Huangjie Zheng, Jiangchao Yao, Kenan Cui, Ya Zhang, Ivor W. Tsang
2019	A*	`conf`	Understanding VAEs in Fisher-Shannon Plane. AAAI Huangjie Zheng, Jiangchao Yao, Ya Zhang, Ivor W. Tsang, Jia Wang
2018	J	`jnl`	Degeneration in VAE: in the Light of Fisher Information Loss. CoRR Huangjie Zheng, Jiangchao Yao, Ya Zhang, Ivor W. Tsang
2018	J	`jnl`	Elastic Boundary Projection for 3D Medical Imaging Segmentation. CoRR Tianwei Ni, Lingxi Xie, Huangjie Zheng, Elliot K. Fishman, Alan L. Yuille
2018	—	`conf`	Learning and Applying Ontology for Machine Learning in Cyber Attack Detection. TrustCom/BigDataSE Huangjie Zheng, Yuchen Wang, Chen Han, Fangjie Le, Ruan He, Jialiang Lu
2018	J	`jnl`	Phase Collaborative Network for Multi-Phase Medical Imaging Segmentation. CoRR Huangjie Zheng, Lingxi Xie, Tianwei Ni, Ya Zhang, Yanfeng Wang, Qi Tian, Elliot K. Fishman, Alan L. Yuille
2018	J	`jnl`	Understanding VAEs in Fisher-Shannon Plane. CoRR Huangjie Zheng, Jiangchao Yao, Ya Zhang, Ivor W. Tsang
2017	—	`conf`	Describing Geographical Characteristics with Social Images. MMM (1) Huangjie Zheng, Jiangchao Yao, Ya Zhang