Improving Fine-Grained Object Classification Using Adversarial Generated Unlabelled Samples. - Enze Xie; Guangyao Li; Wenyu Liu 005 (BigMM, 2018)

Attention Cropping: A Novel Data Augmentation Method for Real-world Plant Species Identification. - Qingguo Xiao; Guangyao Li; Qiaochuan Chen; Li Xie 003; Enze Xie (CoRR, 2018)

Fast OBDD Reordering using Neural Message Passing on Hypergraph. - Feifan Xu; Fei He; Enze Xie; Liang Li (CoRR, 2018)

Scene Text Detection with Supervised Pyramid Context Network. - Enze Xie; Yuhang Zang; Shuai Shao 005; Gang Yu 002; Cong Yao; Guangyao Li (AAAI, 2019)

Shape Robust Text Detection With Progressive Scale Expansion Network. - Wenhai Wang; Enze Xie; Xiang Li 041; Wenbo Hou; Tong Lu; Gang Yu 002; Shuai Shao 005 (CVPR, 2019)

Efficient and Accurate Arbitrary-Shaped Text Detection With Pixel Aggregation Network. - Wenhai Wang; Enze Xie; Xiaoge Song; Yuhang Zang; Wenjia Wang; Tong Lu; Gang Yu 002; Chunhua Shen (ICCV, 2019)

Shape Robust Text Detection with Progressive Scale Expansion Network. - Wenhai Wang; Enze Xie; Xiang Li 028; Wenbo Hou; Tong Lu; Gang Yu 002; Shuai Shao 005 (CoRR, 2019)

TextSR: Content-Aware Text Super-Resolution Guided by Recognition. - Wenjia Wang; Enze Xie; Peize Sun; Wenhai Wang; Lixun Tian; Chunhua Shen; Ping Luo 002 (CoRR, 2019)

Synthetic-to-Real Unsupervised Domain Adaptation for Scene Text Detection in the Wild. - Weijia Wu 001; Ning Lu 003; Enze Xie; Yuxing Wang; Wenwen Yu; Cheng Yang; Hong Zhou (ACCV (3), 2020)

PolarMask: Single Shot Instance Segmentation With Polar Representation. - Enze Xie; Peize Sun; Xiaoge Song; Wenhai Wang; Xuebo Liu 001; Ding Liang; Chunhua Shen; Ping Luo 002 (CVPR, 2020)

Differentiable Hierarchical Graph Grouping for Multi-person Pose Estimation. - Sheng Jin 007; Wentao Liu 002; Enze Xie; Wenhai Wang; Chen Qian 006; Wanli Ouyang; Ping Luo 002 (ECCV (7), 2020)

AE TextSpotter: Learning Visual and Linguistic Representation for Ambiguous Text Spotting. - Wenhai Wang; Xuebo Liu 001; Xiaozhong Ji; Enze Xie; Ding Liang; Zhibo Yang 003; Tong Lu; Chunhua Shen; Ping Luo 002 (ECCV (14), 2020)

Scene Text Image Super-Resolution in the Wild. - Wenjia Wang; Enze Xie; Xuebo Liu 001; Wenhai Wang; Ding Liang; Chunhua Shen; Xiang Bai (ECCV (10), 2020)

Segmenting Transparent Objects in the Wild. - Enze Xie; Wenjia Wang; Wenhai Wang; Mingyu Ding; Chunhua Shen; Ping Luo 002 (ECCV (13), 2020)

1st Place Solutions for OpenImage2019 - Object Detection and Instance Segmentation. - Yu Liu 015; Guanglu Song; Yuhang Zang; Yan Gao 017; Enze Xie; Junjie Yan; Chen Change Loy; Xiaogang Wang 001 (CoRR, 2020)

Synthetic-to-Real Unsupervised Domain Adaptation for Scene Text Detection in the Wild. - Weijia Wu 001; Ning Lu 003; Enze Xie (CoRR, 2020)

SelfText Beyond Polygon: Unconstrained Text Detection with Box Supervision and Dynamic Self-Training. - Weijia Wu 001; Enze Xie; Ruimao Zhang; Wenhai Wang; Guan Pang; Zhen Li 026; Hong Zhou; Ping Luo 002 (CoRR, 2020)

OneNet: Towards End-to-End One-Stage Object Detection. - Peize Sun; Yi Jiang 004; Enze Xie; Zehuan Yuan; Changhu Wang; Ping Luo 002 (CoRR, 2020)

TransTrack: Multiple-Object Tracking with Transformer. - Peize Sun; Yi Jiang 004; Rufeng Zhang; Enze Xie; Jinkun Cao; Xinting Hu; Tao Kong; Zehuan Yuan; Changhu Wang; Ping Luo 002 (CoRR, 2020)

Watch Only Once: An End-to-End Video Action Detection Framework. - Shoufa Chen; Peize Sun; Enze Xie; Chongjian Ge; Jiannan Wu; Lan Ma; Jiajun Shen; Ping Luo 002 (ICCV, 2021)

Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions. - Wenhai Wang; Enze Xie; Xiang Li 028; Deng-Ping Fan; Kaitao Song; Ding Liang; Tong Lu; Ping Luo 002; Ling Shao 001 (ICCV, 2021)

DetCo: Unsupervised Contrastive Learning for Object Detection. - Enze Xie; Jian Ding 001; Wenhai Wang; Xiaohang Zhan; Hang Xu 004; Peize Sun; Zhenguo Li; Ping Luo 002 (ICCV, 2021)

What Makes for End-to-End Object Detection? - Peize Sun; Yi Jiang 004; Enze Xie; Wenqi Shao; Zehuan Yuan; Changhu Wang; Ping Luo 002 (ICML, 2021)

Segmenting Transparent Objects in the Wild with Transformer. - Enze Xie; Wenjia Wang; Wenhai Wang; Peize Sun; Hang Xu 004; Ding Liang; Ping Luo 002 (IJCAI, 2021)

SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers. - Enze Xie; Wenhai Wang; Zhiding Yu; Anima Anandkumar; José M. Álvarez 004; Ping Luo 002 (NeurIPS, 2021)

Trans2Seg: Transparent Object Segmentation with Transformer. - Enze Xie; Wenjia Wang; Wenhai Wang; Peize Sun; Hang Xu 004; Ding Liang; Ping Luo 002 (CoRR, 2021)

DetCo: Unsupervised Contrastive Learning for Object Detection. - Enze Xie; Jian Ding 001; Wenhai Wang; Xiaohang Zhan; Hang Xu 004; Zhenguo Li; Ping Luo 002 (CoRR, 2021)

Unsupervised Pretraining for Object Detection by Patch Reidentification. - Jian Ding 001; Enze Xie; Hang Xu 004; Chenhan Jiang; Zhenguo Li; Ping Luo 002; Gui-Song Xia (CoRR, 2021)

FakeMix Augmentation Improves Transparent Object Detection. - Yang Cao; Zhengqiang Zhang; Enze Xie; Qibin Hou; Kai Zhao; Xiangui Luo; Jian Tuo (CoRR, 2021)

PAN++: Towards Efficient and Accurate End-to-End Spotting of Arbitrarily-Shaped Text. - Wenhai Wang; Enze Xie; Xiang Li 028; Xuebo Liu 001; Ding Liang; Zhibo Yang 003; Tong Lu; Chunhua Shen (CoRR, 2021)

PVTv2: Improved Baselines with Pyramid Vision Transformer. - Wenhai Wang; Enze Xie; Xiang Li 028; Deng-Ping Fan; Kaitao Song; Ding Liang; Tong Lu; Ping Luo 002; Ling Shao 001 (CoRR, 2021)

Panoptic SegFormer. - Zhiqi Li; Wenhai Wang; Enze Xie; Zhiding Yu; Anima Anandkumar; José M. Álvarez 004; Tong Lu; Ping Luo 002 (CoRR, 2021)

FAST: Searching for a Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation. - Zhe Chen 017; Wenhai Wang; Enze Xie; Zhibo Yang 003; Tong Lu; Ping Luo 002 (CoRR, 2021)

Towards Ultra-Resolution Neural Style Transfer via Thumbnail Instance Normalization. - Zhe Chen 017; Wenhai Wang; Enze Xie; Tong Lu; Ping Luo 002 (AAAI, 2022)

Panoptic SegFormer: Delving Deeper into Panoptic Segmentation with Transformers. - Zhiqi Li; Wenhai Wang; Enze Xie; Zhiding Yu; Anima Anandkumar; José M. Álvarez 004; Ping Luo 002; Tong Lu (CVPR, 2022)

BEVFormer: Learning Bird's-Eye-View Representation from Multi-camera Images via Spatiotemporal Transformers. - Zhiqi Li; Wenhai Wang; Hongyang Li 001; Enze Xie; Chonghao Sima; Tong Lu; Yu Qiao 001; Jifeng Dai (ECCV (9), 2022)

Polygon-Free: Unconstrained Scene Text Detection with Box Annotations. - Weijia Wu 001; Enze Xie; Ruimao Zhang; Wenhai Wang; Ping Luo 002; Hong Zhou (ICIP, 2022)

CycleMLP: A MLP-like Architecture for Dense Prediction. - Shoufa Chen; Enze Xie; Chongjian Ge; Runjian Chen; Ding Liang; Ping Luo 002 (ICLR, 2022)

UNITS: Unsupervised Intermediate Training Stage for Scene Text Detection. - Youhui Guo; Yu Zhou 015; Xugong Qin; Enze Xie; Weiping Wang 005 (ICME, 2022)

Understanding The Robustness in Vision Transformers. - Daquan Zhou; Zhiding Yu; Enze Xie; Chaowei Xiao; Animashree Anandkumar; Jiashi Feng; José M. Álvarez 004 (ICML, 2022)

WegFormer: Transformers for Weakly Supervised Semantic Segmentation. - Chunmeng Liu; Enze Xie; Wenjia Wang; Wenhai Wang; Guangyao Li; Ping Luo 002 (CoRR, 2022)

BEVFormer: Learning Bird's-Eye-View Representation from Multi-Camera Images via Spatiotemporal Transformers. - Zhiqi Li; Wenhai Wang; Hongyang Li 001; Enze Xie; Chonghao Sima; Tong Lu; Qiao Yu; Jifeng Dai (CoRR, 2022)

M2BEV: Multi-Camera Joint 3D Detection and Segmentation with Unified Birds-Eye View Representation. - Enze Xie; Zhiding Yu; Daquan Zhou; Jonah Philion; Anima Anandkumar; Sanja Fidler; Ping Luo 002; José M. Álvarez 004 (CoRR, 2022)

Delving into the Devils of Bird's-eye-view Perception: A Review, Evaluation and Recipe. - Hongyang Li 001; Chonghao Sima; Jifeng Dai; Wenhai Wang; Lewei Lu; Huijie Wang; Enze Xie; Zhiqi Li; Hanming Deng; Hao Tian 006; Xizhou Zhu; Li Chen 008; et al. (CoRR, 2022)

PVT v2: Improved baselines with Pyramid Vision Transformer. - Wenhai Wang; Enze Xie; Xiang Li 028; Deng-Ping Fan; Kaitao Song; Ding Liang; Tong Lu; Ping Luo 002; Ling Shao 001 (Comput. Vis. Media, 2022)

PAN++: Towards Efficient and Accurate End-to-End Spotting of Arbitrarily-Shaped Text. - Wenhai Wang; Enze Xie; Xiang Li 041; Xuebo Liu 001; Ding Liang; Zhibo Yang 003; Tong Lu; Chunhua Shen (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

PolarMask++: Enhanced Polar Representation for Single-Shot Instance Segmentation and Beyond. - Enze Xie; Wenhai Wang; Mingyu Ding; Ruimao Zhang; Ping Luo 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Improving Monocular Visual Odometry Using Learned Depth. - Libo Sun; Wei Yin 006; Enze Xie; Zhengrong Li; Changming Sun; Chunhua Shen (IEEE Trans. Robotics, 2022)

DT-Solver: Automated Theorem Proving with Dynamic-Tree Sampling Guided by Proof-level Value Function. - Haiming Wang; Ye Yuan; Zhengying Liu; Jianhao Shen; Yichun Yin; Jing Xiong; Enze Xie; Han Shi; Yujun Li; Lin Li; Jian Yin 001; Zhenguo Li; et al. (ACL (1), 2023)

MetaBEV: Solving Sensor Failures for 3D Detection and Map Segmentation. - Chongjian Ge; Junsong Chen; Enze Xie; Zhongdao Wang; Lanqing Hong; Huchuan Lu; Zhenguo Li; Ping Luo 002 (ICCV, 2023)

Beyond One-to-One: Rethinking the Referring Image Segmentation. - Yutao Hu 002; Qixiong Wang; Wenqi Shao; Enze Xie; Zhenguo Li; Jungong Han; Ping Luo 002 (ICCV, 2023)

DDP: Diffusion Model for Dense Visual Prediction. - Yuanfeng Ji; Zhe Chen 017; Enze Xie; Lanqing Hong; Xihui Liu; Zhaoqiang Liu; Tong Lu; Zhenguo Li; Ping Luo 002 (ICCV, 2023)

DiffFit: Unlocking Transferability of Large Diffusion Models via Simple Parameter-Efficient Fine-Tuning. - Enze Xie; Lewei Yao; Han Shi; Zhili Liu; Daquan Zhou; Zhaoqiang Liu; Jiawei Li; Zhenguo Li (ICCV, 2023)

Parametric Depth Based Feature Representation Learning for Object Detection and Segmentation in Bird's-Eye View. - Jiayu Yang; Enze Xie; Miaomiao Liu 001; José M. Álvarez 004 (ICCV, 2023)

DiffComplete: Diffusion-based Generative 3D Shape Completion. - Ruihang Chu; Enze Xie; Shentong Mo; Zhenguo Li; Matthias Nießner; Chi-Wing Fu; Jiaya Jia (NeurIPS, 2023)

T2I-CompBench: A Comprehensive Benchmark for Open-world Compositional Text-to-image Generation. - Kaiyi Huang; Kaiyue Sun; Enze Xie; Zhenguo Li; Xihui Liu (NeurIPS, 2023)

DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape Generation. - Shentong Mo; Enze Xie; Ruihang Chu; Lanqing Hong; Matthias Nießner; Zhenguo Li (NeurIPS, 2023)

Flow-Based Feature Fusion for Vehicle-Infrastructure Cooperative 3D Object Detection. - Haibao Yu; Yingjuan Tang; Enze Xie; Jilei Mao; Ping Luo 002; Zaiqing Nie (NeurIPS, 2023)

Feature Enhancement with Text-Specific Region Contrast for Scene Text Detection. - Xurui Sun; Jiahao Lyu 002; Yifei Zhang 005; Gangyan Zeng; Bo Fang 003; Yu Zhou 015; Enze Xie; Can Ma (PRCV (7), 2023)

Fast-BEV: Towards Real-time On-vehicle Bird's-Eye View Perception. - Bin Huang; Yangguang Li 001; Enze Xie; Feng Liang; Luya Wang; Mingzhu Shen; Fenggang Liu; Tianqi Wang; Ping Luo 002; Jing Shao (CoRR, 2023)

Vehicle-Infrastructure Cooperative 3D Object Detection via Feature Flow Prediction. - Haibao Yu; Yingjuan Tang; Enze Xie; Jilei Mao; Jirui Yuan; Ping Luo 002; Zaiqing Nie (CoRR, 2023)

Progressive-Hint Prompting Improves Reasoning in Large Language Models. - Chuanyang Zheng; Zhengying Liu; Enze Xie; Zhenguo Li; Yu Li (CoRR, 2023)

MetaBEV: Solving Sensor Failures for BEV Detection and Map Segmentation. - Chongjian Ge; Junsong Chen; Enze Xie; Zhongdao Wang; Lanqing Hong; Huchuan Lu; Zhenguo Li; Ping Luo 002 (CoRR, 2023)

Make-A-Protagonist: Generic Video Editing with An Ensemble of Experts. - Yuyang Zhao; Enze Xie; Lanqing Hong; Zhenguo Li; Gim Hee Lee (CoRR, 2023)

Integrating Geometric Control into Text-to-Image Diffusion Models for High-Quality Detection Data Generation via Text Prompt. - Kai Chen 023; Enze Xie; Zhe Chen; Lanqing Hong; Zhenguo Li; Dit-Yan Yeung (CoRR, 2023)

DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape Generation. - Shentong Mo; Enze Xie; Ruihang Chu; Lewei Yao; Lanqing Hong; Matthias Nießner; Zhenguo Li (CoRR, 2023)

DiffFlow: A Unified SDE Framework for Score-Based Diffusion Models and Generative Adversarial Networks. - Jingwei Zhang; Han Shi; Jincheng Yu; Enze Xie; Zhenguo Li (CoRR, 2023)

PixArt-α: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis. - Junsong Chen; Jincheng Yu; Chongjian Ge; Lewei Yao; Enze Xie; Yue Wu 002; Zhongdao Wang; James T. Kwok; Ping Luo 002; Huchuan Lu; Zhenguo Li (CoRR, 2023)

LEGO-Prover: Neural Theorem Proving with Growing Libraries. - Haiming Wang; Huajian Xin; Chuanyang Zheng; Lin Li; Zhengying Liu; Qingxing Cao; Yinya Huang; Jing Xiong; Han Shi; Enze Xie; Jian Yin 001; Zhenguo Li; et al. (CoRR, 2023)

Large Language Models as Automated Aligners for benchmarking Vision-Language Models. - Yuanfeng Ji; Chongjian Ge; Weikai Kong; Enze Xie; Zhengying Liu; Zhengguo Li; Ping Luo 002 (CoRR, 2023)

Animate124: Animating One Image to 4D Dynamic Scene. - Yuyang Zhao; Zhiwen Yan; Enze Xie; Lanqing Hong; Zhenguo Li; Gim Hee Lee (CoRR, 2023)

Drag-A-Video: Non-rigid Video Editing with Point-based Interaction. - Yao Teng; Enze Xie; Yue Wu; Haoyu Han; Zhenguo Li; Xihui Liu (CoRR, 2023)

A Survey of Reasoning with Foundation Models. - Jiankai Sun; Chuanyang Zheng; Enze Xie; Zhengying Liu; Ruihang Chu; Jianing Qiu; Jiaqi Xu; Mingyu Ding; Hongyang Li 001; Mengzhe Geng; Yue Wu 002; Wenhai Wang; et al. (CoRR, 2023)

SERF: Fine-Grained Interactive 3D Segmentation and Editing with Radiance Fields. - Kaichen Zhou; Lanqing Hong; Enze Xie; Yongxin Yang; Zhenguo Li; Wei Zhang 196 (CoRR, 2023)

CycleMLP: A MLP-Like Architecture for Dense Visual Predictions. - Shoufa Chen; Enze Xie; Chongjian Ge; Runjian Chen; Ding Liang; Ping Luo 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

DeepAccident: A Motion and Accident Prediction Benchmark for V2X Autonomous Driving. - Tianqi Wang; Sukmin Kim; Wenxuan Ji; Enze Xie; Chongjian Ge; Junsong Chen; Zhenguo Li; Ping Luo 002 (AAAI, 2024)

Accelerating Diffusion Sampling with Optimized Time Steps. - Shuchen Xue; Zhaoqiang Liu; Fei Chen; Shifeng Zhang; Tianyang Hu; Enze Xie; Zhenguo Li (CVPR, 2024)

PIXART-Σ: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation. - Junsong Chen; Chongjian Ge; Enze Xie; Yue Wu 002; Lewei Yao; Xiaozhe Ren; Zhongdao Wang; Ping Luo 002; Huchuan Lu; Zhenguo Li (ECCV (32), 2024)

Segment, Lift and Fit: Automatic 3D Shape Labeling from 2D Prompts. - Jianhao Li; Tianyu Sun; Zhongdao Wang; Enze Xie; Bailan Feng; Hongbo Zhang; Ze Yuan; Ke Xu 001; Jiaheng Liu; Ping Luo 002 (ECCV (84), 2024)

Fast Training of Diffusion Transformer with Extreme Masking for 3D Point Clouds Generation. - Shentong Mo; Enze Xie; Yue Wu 002; Junsong Chen; Matthias Nießner; Zhenguo Li (ECCV (84), 2024)

MagicDrive: Street View Generation with Diverse 3D Geometry Control. - Ruiyuan Gao 001; Kai Chen 023; Enze Xie; Lanqing Hong; Zhenguo Li; Dit-Yan Yeung; Qiang Xu 001 (ICLR, 2024)

GeoDiffusion: Text-Prompted Geometric Control for Object Detection Data Generation. - Kai Chen 023; Enze Xie; Zhe Chen; Yibo Wang; Lanqing Hong; Zhenguo Li; Dit-Yan Yeung (ICLR, 2024)

PixArt-α: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis. - Junsong Chen; Jincheng Yu; Chongjian Ge; Lewei Yao; Enze Xie; Zhongdao Wang; James T. Kwok; Ping Luo 002; Huchuan Lu; Zhenguo Li (ICLR, 2024)

Large Language Models as Automated Aligners for benchmarking Vision-Language Models. - Yuanfeng Ji; Chongjian Ge; Weikai Kong; Enze Xie; Zhengying Liu; Zhenguo Li; Ping Luo 002 (ICLR, 2024)

LEGO-Prover: Neural Theorem Proving with Growing Libraries. - Haiming Wang; Huajian Xin; Chuanyang Zheng; Zhengying Liu; Qingxing Cao; Yinya Huang; Jing Xiong; Han Shi; Enze Xie; Jian Yin 001; Zhenguo Li; Xiaodan Liang (ICLR, 2024)

DQ-LoRe: Dual Queries with Low Rank Approximation Re-ranking for In-Context Learning. - Jing Xiong; Zixuan Li; Chuanyang Zheng; Zhijiang Guo; Yichun Yin; Enze Xie; Zhicheng Yang; Qingxing Cao; Haiming Wang; Xiongwei Han; Jing Tang 004; Chengming Li; et al. (ICLR, 2024)

SF3D: SlowFast Temporal 3D Object Detection. - Renhao Wang; Zhiding Yu; Shiyi Lan; Enze Xie; Ke Chen; Anima Anandkumar; José M. Álvarez 004 (IV, 2024)

PIXART-δ: Fast and Controllable Image Generation with Latent Consistency Models. - Junsong Chen; Yue Wu 002; Simian Luo; Enze Xie; Sayak Paul; Ping Luo 002; Hang Zhao; Zhenguo Li (CoRR, 2024)

CustomVideo: Customizing Text-to-Video Generation with Multiple Subjects. - Zhao Wang 006; Aoxue Li; Enze Xie; Lingting Zhu; Yong Guo; Qi Dou 001; Zhenguo Li (CoRR, 2024)

Divide and Conquer: Language Models can Plan and Self-Correct for Compositional Text-to-Image Generation. - Zhenyu Wang; Enze Xie; Aoxue Li; Zhongdao Wang; Xihui Liu; Zhenguo Li (CoRR, 2024)

On the Expressive Power of a Variant of the Looped Transformer. - Yihang Gao; Chuanyang Zheng; Enze Xie; Han Shi; Tianyang Hu; Yu Li; Michael K. Ng 001; Zhenguo Li; Zhaoqiang Liu (CoRR, 2024)

TextBlockV2: Towards Precise-Detection-Free Scene Text Spotting with Pre-trained Language Model. - Jiahao Lyu 002; Jin Wei; Gangyan Zeng; Zeng Li; Enze Xie; Wei Wang 315; Yu Zhou 015 (CoRR, 2024)

Editing Massive Concepts in Text-to-Image Diffusion Models. - Tianwei Xiong; Yue Wu; Enze Xie; Yue Wu 002; Zhenguo Li; Xihui Liu (CoRR, 2024)

DriveCoT: Integrating Chain-of-Thought Reasoning with End-to-End Driving. - Tianqi Wang; Enze Xie; Ruihang Chu; Zhenguo Li; Ping Luo 002 (CoRR, 2024)

SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers. - Enze Xie; Junsong Chen; Junyu Chen 003; Han Cai; Haotian Tang; Yujun Lin 001; Zhekai Zhang; Muyang Li; Ligeng Zhu; Yao Lu 006; Song Han 003 (CoRR, 2024)

Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models. - Junyu Chen 003; Han Cai; Junsong Chen; Enze Xie; Shang Yang; Haotian Tang; Muyang Li; Yao Lu 006; Song Han 003 (CoRR, 2024)

SVDQuant: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models. - Muyang Li; Yujun Lin 001; Zhekai Zhang; Tianle Cai; Xiuyu Li; Junxian Guo; Enze Xie; Chenlin Meng; Jun-Yan Zhu; Song Han 003 (CoRR, 2024)

Char-SAM: Turning Segment Anything Model into Scene Text Segmentation Annotator with Character-level Visual Prompts. - Enze Xie; Jiaho Lyu; Daiqing Wu; Huawen Shen; Yu Zhou 015 (CoRR, 2024)

Lyra: Orchestrating Dual Correction in Automated Theorem Proving. - Chuanyang Zheng; Haiming Wang; Enze Xie; Zhengying Liu; Jiankai Sun; Huajian Xin; Jianhao Shen; Zhenguo Li; Yu Li 006 (Trans. Mach. Learn. Res., 2024)

Deeply Unsupervised Patch Re-Identification for Pre-Training Object Detectors. - Jian Ding 001; Enze Xie; Hang Xu 004; Chenhan Jiang; Zhenguo Li; Ping Luo 002; Gui-Song Xia (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Delving Into the Devils of Bird's-Eye-View Perception: A Review, Evaluation and Recipe. - Hongyang Li 001; Chonghao Sima; Jifeng Dai; Wenhai Wang; Lewei Lu; Huijie Wang; Jia Zeng; Zhiqi Li; Jiazhi Yang; Hanming Deng; Hao Tian 006; Enze Xie; et al. (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

DriveGPT4: Interpretable End-to-End Autonomous Driving Via Large Language Model. - Zhenhua Xu; Yujia Zhang 003; Enze Xie; Zhen Zhao 001; Yong Guo; Kwan-Yee K. Wong; Zhenguo Li; Hengshuang Zhao (IEEE Robotics Autom. Lett., 2024)

Fast-BEV: A Fast and Strong Bird's-Eye View Perception Baseline. - Yangguang Li 001; Bin Huang; Zeren Chen; Yufeng Cui; Feng Liang; Mingzhu Shen; Fenggang Liu; Enze Xie; Lu Sheng; Wanli Ouyang; Jing Shao (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

SplatMesh: Interactive 3D Segmentation and Editing Using Mesh-Based Gaussian Splatting. - Kaichen Zhou; Lanqing Hong; Xinhai Chang; Yingji Zhong; Enze Xie; Hao Dong 003; Zhihao Li; Yongxin Yang; Zhenguo Li; Wei Zhang 196 (CVPR Workshops, 2025)

Char-SAM: Turning Segment Anything Model into Scene Text Segmentation Annotator with Character-level Visual Prompts. - Enze Xie; Jiahao Lyu 002; Daiqing Wu; Huawen Shen; Yu Zhou 015 (ICASSP, 2025)

Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models. - Junyu Chen 003; Han Cai; Junsong Chen; Enze Xie; Shang Yang; Haotian Tang; Muyang Li; Song Han 003 (ICLR, 2025)

SVDQuant: Absorbing Outliers by Low-Rank Component for 4-Bit Diffusion Models. - Muyang Li; Yujun Lin 001; Zhekai Zhang; Tianle Cai; Xiuyu Li; Junxian Guo; Enze Xie; Chenlin Meng; Jun-Yan Zhu; Song Han 001 (ICLR, 2025)

HART: Efficient Visual Generation with Hybrid Autoregressive Transformer. - Haotian Tang; Yecheng Wu; Shang Yang; Enze Xie; Junsong Chen; Junyu Chen 003; Zhuoyang Zhang; Han Cai; Yao Lu 006; Song Han 003 (ICLR, 2025)

VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation. - Yecheng Wu; Zhuoyang Zhang; Junyu Chen 003; Haotian Tang; Dacheng Li; Yunhao Fang; Ligeng Zhu; Enze Xie; Hongxu Yin; Li Yi; Song Han 003; Yao Lu 006 (ICLR, 2025)

SANA: Efficient High-Resolution Text-to-Image Synthesis with Linear Diffusion Transformers. - Enze Xie; Junsong Chen; Junyu Chen 003; Han Cai; Haotian Tang; Yujun Lin 001; Zhekai Zhang; Muyang Li; Ligeng Zhu; Yao Lu 006; Song Han 003 (ICLR, 2025)

AlgoFormer: An Efficient Transformer Framework with Algorithmic Structures. - Yihang Gao; Chuanyang Zheng; Enze Xie; Han Shi; Tianyang Hu; Yu Li; Michael Ng 001; Zhenguo Li; Zhaoqiang Liu (Trans. Mach. Learn. Res., 2025)

SANA 1.5: Efficient Scaling of Training-Time and Inference-Time Compute in Linear Diffusion Transformer. - Enze Xie; Junsong Chen; Yuyang Zhao; Jincheng Yu; Ligeng Zhu; Yujun Lin 001; Zhekai Zhang; Muyang Li; Junyu Chen 003; Han Cai; Bingchen Liu; Daquan Zhou; et al. (CoRR, 2025)

SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation. - Junsong Chen; Shuchen Xue; Yuyang Zhao; Jincheng Yu; Sayak Paul; Junyu Chen 003; Han Cai; Enze Xie; Song Han 003 (CoRR, 2025)

BEVFormer: Learning Bird's-Eye-View Representation From LiDAR-Camera via Spatiotemporal Transformers. - Zhiqi Li; Wenhai Wang; Hongyang Li 001; Enze Xie; Chonghao Sima; Tong Lu; Yu Qiao 001; Jifeng Dai (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding. - Chengyue Wu; Hao Zhang 097; Shuchen Xue; Zhijian Liu; Shizhe Diao; Ligeng Zhu; Ping Luo 002; Song Han 003; Enze Xie (CoRR, 2025)

T2I-CompBench++: An Enhanced and Comprehensive Benchmark for Compositional Text-to-Image Generation. - Kaiyi Huang; Chengqi Duan; Kaiyue Sun; Enze Xie; Zhenguo Li; Xihui Liu (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

TextBlockV2: Towards Precise-Detection-Free Scene Text Spotting with Pre-trained Language Model. - Jiahao Lyu 002; Jin Wei; Gangyan Zeng; Zeng Li; Enze Xie; Wei Wang 315; Can Ma; Yu Zhou 015 (ACM Trans. Multim. Comput. Commun. Appl., 2025)

DC-AR: Efficient Masked Autoregressive Image Generation with Deep Compression Hybrid Tokenizer. - Yecheng Wu; Junyu Chen 003; Zhuoyang Zhang; Enze Xie; Jincheng Yu; Junsong Chen; Jinyi Hu; Yao Lu 006; Song Han 003; Han Cai (CoRR, 2025)

DC-AE 1.5: Accelerating Diffusion Model Convergence with Structured Latent Space. - Junyu Chen 003; Dongyun Zou; Wenkun He; Junsong Chen; Enze Xie; Song Han 003; Han Cai (CoRR, 2025)

A Survey of Reasoning with Foundation Models: Concepts, Methodologies, and Outlook. - Jiankai Sun; Chuanyang Zheng; Enze Xie; Zhengying Liu; Ruihang Chu; Jianing Qiu; Jiaqi Xu; Mingyu Ding; Hongyang Li 001; Mengzhe Geng; Yue Wu 012; Wenhai Wang; et al. (ACM Comput. Surv., 2025)