* denotes equal contribution.

2025

1. Low-resolution self-attention for semantic segmentation
   Yu-Huan Wu, Shi-Chen Zhang, Yun Liu, et al.
   IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025

2. 以物体关系为启发的高效 3D 物体检测方法
   吴宇寰, 张达, 刘云, 张乐, 程明明
   中国科学·信息科学, 2025
   [PDF]

2024

1. Revisiting Computer-Aided Tuberculosis Diagnosis
   Yun Liu, Yu-Huan Wu, Shi-Chen Zhang, Li Liu, Min Wu, Ming-Ming Cheng
   IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024

2. Vision Transformers with Hierarchical Attention
   Yun Liu, Yu-Huan Wu, Guolei Sun, Le Zhang, Ajad Chhatkuli, Luc Van Gool
   Machine Intelligence Research (MIR), 2024

2023

1. P2T: Pyramid Pooling Transformer for Scene Understanding
   Yu-Huan Wu*, Yun Liu*, Xin Zhan, Ming-Ming Cheng
   IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
   [PDF] [Code] [中译版] [LaTex] [中文解读] [🏆ESI Highly Cited (1%)] [🔥ESI Hot Paper (0.1%)]

2022

1. EDN: Salient Object Detection via Extremely-Downsampled Network
   Yu-Huan Wu*, Yun Liu*, Le Zhang, Ming-Ming Cheng, Bo Ren
   IEEE Transactions on Image Processing (TIP), 2022
   [PDF] [Code] [Data] [🏆ESI Highly Cited (1%)]

2. BE-STI: Spatial-Temporal Integrated Network for Class-Agnostic Motion Prediction With Bidirectional Enhancement
   Yunlong Wang, Hongyu Pan, Jun Zhu, Yu-Huan Wu, Xin Zhan, Kun Jiang, Diange Yang
   IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
   [PDF]

3. Efficient Multi-Scale Feature Extraction for Lightweight Semantic Segmentation
   Yun Liu, Cheng-Ze Lu, Shi-Jie Li, Le Zhang, Yu-Huan Wu, Ming-Ming Cheng
   Chinese Journal of Computers (计算机学报), 45 (7), 1517-1528
   [PDF]

2021

1. MobileSal: Extremely Efficient RGB-D Salient Object Detection
   Yu-Huan Wu, Yun Liu, Jun Xu, Jia-Wang Bian, Yu-Chao Gu, Ming-Ming Cheng
   IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
   [PDF] [Code] [中译版] [🏆ESI Highly Cited (1%)] [🔥ESI Hot Paper (0.1%)]

2. JCS: An Explainable COVID-19 Diagnosis System by Joint Classification and Segmentation
   Yu-Huan Wu, Shang-Hua Gao, Jie Mei, Jun Xu, Deng-Ping Fan, Rong-Guo Zhang, Ming-Ming Cheng
   IEEE Transactions on Image Processing (TIP), 2021.
   [PDF] [Code] [中译版] [🏆ESI Highly Cited (1%)] [🔥ESI Hot Paper (0.1%)]

3. Regularized Densely-connected Pyramid Network for Salient Instance Segmentation
   Yu-Huan Wu, Yun Liu, Le Zhang, Wang Gao, Ming-Ming Cheng
   IEEE Transactions on Image Processing (TIP), 2021
   [PDF] [Code] [中译版]

4. DOTS: Decoupling Operation and Topology in Differentiable Architecture Search
   Yuchao Gu, Lijuan Wang, Yun Liu, Yi Yang, Yu-Huan Wu, Shao-Ping Lu, and Ming-Ming Cheng
   IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
   [PDF] [Code] [中译版]

2020

1. Leveraging Instance-, Image- and Dataset-Level Information for Weakly Supervised Instance Segmentation
   Yun Liu*, Yu-Huan Wu*, Peisong Wen, Yujun Shi, Yu Qiu, Ming-Ming Cheng
   IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
   [PDF] [Code] [中译版] [🏆ESI Highly Cited (1%)]

2. Rethinking Computer-aided Tuberculosis Diagnosis
   Yun Liu*, Yu-Huan Wu*, Yunfeng Ban, Huifang Wang, and Ming-Ming Cheng
   IEEE Conference on Computer Vision and Pattern Recognition (CVPR, Oral), 2020
   [PDF] [Online Challenge] [Dataset (Google Drive)] [Dataset (Baidu Pan)] [中译版]

2019

1. An Evaluation of Feature Matchers for Fundamental Matrix Estimation
   Jia-Wang Bian, Yu-Huan Wu, Ji Zhao, Yun Liu, Le Zhang, Ming-Ming Cheng, Ian Reid
   British Machine Vision Conference (BMVC), 2019
   [PDF] [Code]

2. Scoot: A Perceptual Metric for Facial Sketches Deng-Ping Fan, Shengchuan Zhang, Yu-Huan Wu, Yun Liu, Ming-Ming Cheng, Bo Ren, Paul Rosin, and Rongrong Ji International Conference on Computer Vision (ICCV), 2019
   [PDF] [Code] [中译版]