PSAEC: An Improved Algorithm for Short Read Error Correction Using Partial Suffix Arrays. - Zhiheng Zhao; Jianping Yin; Yubin Zhan; Wei Xiong 010; Yong Li; Fayao Liu (FAW-AAIM, 2011)

Multiple Kernel Learning in the Primal for Multi-modal Alzheimer's Disease Classification. - Fayao Liu; Luping Zhou; Chunhua Shen; Jianping Yin (CoRR, 2013)

An Efficient Dual Approach to Distance Metric Learning - Chunhua Shen; Junae Kim; Fayao Liu; Lei Wang 001; Anton van den Hengel (CoRR, 2013)

From Kernel Machines to Ensemble Learning. - Chunhua Shen; Fayao Liu (CoRR, 2014)

Multiple Kernel Learning in the Primal for Multimodal Alzheimer's Disease Classification. - Fayao Liu; Luping Zhou; Chunhua Shen; Jianping Yin (IEEE J. Biomed. Health Informatics, 2014)

Efficient Dual Approach to Distance Metric Learning. - Chunhua Shen; Junae Kim; Fayao Liu; Lei Wang 001; Anton van den Hengel (IEEE Trans. Neural Networks Learn. Syst., 2014)

Deep convolutional neural fields for depth estimation from a single image. - Fayao Liu; Chunhua Shen; Guosheng Lin (CVPR, 2015)

Sequence searching with deep-learnt depth for condition- and viewpoint-invariant route-based place recognition. - Michael Milford; Stephanie M. Lowry; Niko Sünderhauf; Sareh Shirazi; Edward Pepperell; Ben Upcroft; Chunhua Shen; Guosheng Lin; Fayao Liu; Cesar Cadena 001; Ian D. Reid 001 (CVPR Workshops, 2015)

CRF learning with CNN features for image segmentation. - Fayao Liu; Guosheng Lin; Chunhua Shen (Pattern Recognit., 2015)

Structured Learning of Binary Codes with Column Generation. - Guosheng Lin; Fayao Liu; Chunhua Shen; Jianxin Wu 001; Heng Tao Shen (CoRR, 2016)

Discriminative Training of Deep Fully-connected Continuous CRF with Task-specific Loss. - Fayao Liu; Guosheng Lin; Chunhua Shen (CoRR, 2016)

Online unsupervised feature learning for visual tracking. - Fayao Liu; Chunhua Shen; Ian Reid 001; Anton van den Hengel (Image Vis. Comput., 2016)

Learning Depth from Single Monocular Images Using Deep Convolutional Neural Fields. - Fayao Liu; Chunhua Shen; Guosheng Lin; Ian Reid 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

Structured Learning of Binary Codes with Column Generation for Optimizing Ranking Measures. - Guosheng Lin; Fayao Liu; Chunhua Shen; Jianxin Wu 001; Heng Tao Shen (Int. J. Comput. Vis., 2017)

Discriminative Training of Deep Fully Connected Continuous CRFs With Task-Specific Loss. - Fayao Liu; Guosheng Lin; Chunhua Shen (IEEE Trans. Image Process., 2017)

Correlation Propagation Networks for Scene Text Detection. - Zichuan Liu; Guosheng Lin; Wang Ling Goh; Fayao Liu; Chunhua Shen; Xiaokang Yang 001 (CoRR, 2018)

Structured Learning of Tree Potentials in CRF for Image Segmentation. - Fayao Liu; Guosheng Lin; Ruizhi Qiao; Chunhua Shen (IEEE Trans. Neural Networks Learn. Syst., 2018)

Towards Robust Curve Text Detection With Conditional Spatial Expansion. - Zichuan Liu; Guosheng Lin; Sheng Yang 006; Fayao Liu; Weisi Lin; Wang Ling Goh (CVPR, 2019)

CANet: Class-Agnostic Segmentation Networks With Iterative Refinement and Attentive Few-Shot Learning. - Chi Zhang 007; Guosheng Lin; Fayao Liu; Rui Yao; Chunhua Shen (CVPR, 2019)

SegEQA: Video Segmentation Based Visual Attention for Embodied Question Answering. - Haonan Luo; Guosheng Lin; Zichuan Liu; Fayao Liu; Zhenmin Tang; Yazhou Yao (ICCV, 2019)

Pyramid Graph Networks With Connection Attentions for Region-Based One-Shot Semantic Segmentation. - Chi Zhang 007; Guosheng Lin; Fayao Liu; Jiushuang Guo; Qingyao Wu; Rui Yao (ICCV, 2019)

Local fusion networks with chained residual pooling for video action recognition. - Feixiang He; Fayao Liu; Rui Yao; Guosheng Lin (Image Vis. Comput., 2019)

CRNet: Cross-Reference Networks for Few-Shot Segmentation. - Weide Liu; Chi Zhang 007; Guosheng Lin; Fayao Liu (CVPR, 2020)

TRRNet: Tiered Relation Reasoning for Compositional Visual Question Answering. - Xiaofeng Yang; Guosheng Lin; Fengmao Lv; Fayao Liu (ECCV (21), 2020)

RefineNet: Multi-Path Refinement Networks for Dense Prediction. - Guosheng Lin; Fayao Liu; Anton Milan; Chunhua Shen; Ian D. Reid 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

On Automatic Data Augmentation for 3D Point Cloud Classification. - Wanyue Zhang; Xun Xu 002; Fayao Liu; Le Zhang 001; Chuan Sheng Foo (BMVC, 2021)

HCRF-Flow: Scene Flow From Point Clouds With Continuous High-Order CRFs and Position-Aware Flow Embedding. - Ruibo Li; Guosheng Lin; Tong He 001; Fayao Liu; Chunhua Shen (CVPR, 2021)

3D Pose Transfer with Correspondence Learning and Mesh Refinement. - Chaoyue Song; Jiacheng Wei; Ruibo Li; Fayao Liu; Guosheng Lin (NeurIPS, 2021)

Point Discriminative Learning for Unsupervised Representation Learning on 3D Point Clouds. - Fayao Liu; Guosheng Lin; Chuan-Sheng Foo (CoRR, 2021)

Few-Shot Segmentation with Global and Local Contrastive Learning. - Weide Liu; Zhonghua Wu; Henghui Ding; Fayao Liu; Jie Lin 001; Guosheng Lin (CoRR, 2021)

Point Discriminative Learning for Data-efficient 3D Point Cloud Analysis. - Fayao Liu; Guosheng Lin; Chuan-Sheng Foo; Chaitanya K. Joshi; Jie Lin 001 (3DV, 2022)

Weakly Supervised Segmentation on Outdoor 4D point clouds with Temporal Matching and Spatial Graph Propagation. - Hanyu Shi 002; Jiacheng Wei; Ruibo Li; Fayao Liu; Guosheng Lin (CVPR, 2022)

Long-tailed Recognition by Learning from Latent Categories. - Weide Liu; Zhonghua Wu; Yiming Wang; Henghui Ding; Fayao Liu; Jie Lin 001; Guosheng Lin (CoRR, 2022)

Learning Spatial and Temporal Variations for 4D Point Cloud Segmentation. - Hanyu Shi 002; Jiacheng Wei; Hao Wang 094; Fayao Liu; Guosheng Lin (CoRR, 2022)

RWSeg: Cross-graph Competing Random Walks for Weakly Supervised 3D Instance Segmentation. - Shichao Dong; Ruibo Li; Jiacheng Wei; Fayao Liu; Guosheng Lin (CoRR, 2022)

CRCNet: Few-Shot Segmentation with Cross-Reference and Region-Global Conditional Networks. - Weide Liu; Chi Zhang 007; Guosheng Lin; Fayao Liu (Int. J. Comput. Vis., 2022)

Feature flow: In-network feature flow estimation for video object detection. - Ruibing Jin; Guosheng Lin; Changyun Wen; Jianliang Wang; Fayao Liu (Pattern Recognit., 2022)

Collaborative Propagation on Multiple Instance Graphs for 3D Instance Segmentation with Single-point Supervision. - Shichao Dong; Ruibo Li; Jiacheng Wei; Fayao Liu; Guosheng Lin (ICCV, 2023)

ELFNet: Evidential Local-global Fusion for Stereo Matching. - Jieming Lou; Weide Liu; Zhuo Chen; Fayao Liu; Jun Cheng 003 (ICCV, 2023)

Leveraging Large-Scale Pretrained Vision Foundation Models for Label-Efficient 3D Point Cloud Segmentation. - Shichao Dong; Fayao Liu; Guosheng Lin (CoRR, 2023)

Learn to Optimize Denoising Scores for 3D Generation: A Unified and Improved Diffusion Prior on NeRF and 3D Gaussian Splatting. - Xiaofeng Yang; Yiwen Chen; Cheng Chen; Chi Zhang 007; Yi Xu 002; Xulei Yang; Fayao Liu; Guosheng Lin (CoRR, 2023)

Effective End-to-End Vision Language Pretraining With Semantic Visual Loss. - Xiaofeng Yang; Fayao Liu; Guosheng Lin (IEEE Trans. Multim., 2023)

Depth and Video Segmentation Based Visual Attention for Embodied Question Answering. - Haonan Luo; Guosheng Lin; Yazhou Yao; Fayao Liu; Zichuan Liu; Zhenmin Tang (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Unsupervised 3D Pose Transfer With Cross Consistency and Dual Reconstruction. - Chaoyue Song; Jiacheng Wei; Ruibo Li; Fayao Liu; Guosheng Lin (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Self-Training Vision Language BERTs With a Unified Conditional Model. - Xiaofeng Yang; Fengmao Lv; Fayao Liu; Guosheng Lin (IEEE Trans. Circuits Syst. Video Technol., 2023)

Integrating topology beyond descriptions for zero-shot learning. - Ziyi Chen; Yutong Gao 001; Congyan Lang; Lili Wei; Yidong Li; Hongzhe Liu; Fayao Liu (Pattern Recognit., 2023)

Temporal Feature Matching and Propagation for Semantic Segmentation on 3D Point Cloud Sequences. - Hanyu Shi 002; Ruibo Li; Fayao Liu; Guosheng Lin (IEEE Trans. Circuits Syst. Video Technol., 2023)

Fine Structure-Aware Sampling: A New Sampling Training Scheme for Pixel-Aligned Implicit Models in Single-View Human Reconstruction. - Kennard Yanting Chan; Fayao Liu; Guosheng Lin; Chuan Sheng Foo; Weisi Lin (AAAI, 2024)

Diverse and Stable 2D Diffusion Guided Text to 3D Generation with Noise Recalibration. - Xiaofeng Yang; Fayao Liu; Yi Xu 002; Hanjing Su; Qingyao Wu; Guosheng Lin (AAAI, 2024)

Rethinking Few-shot 3D Point Cloud Semantic Segmentation. - Zhaochong An; Guolei Sun; Yun Liu 011; Fayao Liu; Zongwei Wu; Dan Wang; Luc Van Gool; Serge J. Belongie (CVPR, 2024)

R-Cyclic Diffuser: Reductive and Cyclic Latent Diffusion for 3D Clothed Human Digitalization. - Kennard Yanting Chan; Fayao Liu; Guosheng Lin; Chuan Sheng Foo; Weisi Lin (CVPR, 2024)

Sculpt3D: Multi-View Consistent Text-to-3D Generation with Sparse 3D Prior. - Cheng Chen; Xiaofeng Yang; Fan Yang 103; Chengzeng Feng; Zhoujie Fu; Chuan-Sheng Foo; Guosheng Lin; Fayao Liu (CVPR, 2024)

REACTO: Reconstructing Articulated Objects from a Single Video. - Chaoyue Song; Jiacheng Wei; Chuan Sheng Foo; Guosheng Lin; Fayao Liu (CVPR, 2024)

3DFG-PIFu: 3D Feature Grids for Human Digitization from Sparse Views. - Kennard Yanting Chan; Fayao Liu; Guosheng Lin; Chuan Sheng Foo; Weisi Lin (ECCV (24), 2024)

Learn to Optimize Denoising Scores: A Unified and Improved Diffusion Prior for 3D Generation. - Xiaofeng Yang; Yiwen Chen; Cheng Chen; Chi Zhang 007; Yi Xu 002; Xulei Yang; Fayao Liu; Guosheng Lin (ECCV (44), 2024)

PromptAD: Zero-shot Anomaly Detection using Text Prompts. - Yiting Li; Adam David Goodge; Fayao Liu; Chuan-Sheng Foo (WACV, 2024)

Temporal and Heterogeneous Graph Neural Network for Remaining Useful Life Prediction. - Zhihao Wen; Yuan Fang 001; Pengcheng Wei; Fayao Liu; Zhenghua Chen; Min Wu 008 (CoRR, 2024)

Sync4D: Video Guided Controllable Dynamics for Physics-Based 4D Generation. - Zhoujie Fu; Jiacheng Wei; Wenhao Shen; Chaoyue Song; Xiaofeng Yang; Fayao Liu; Xulei Yang; Guosheng Lin (CoRR, 2024)

Gaussian Mixture based Evidential Learning for Stereo Matching. - Weide Liu; Xingxing Wang; Lu Wang; Jun Cheng 003; Fayao Liu; Xulei Yang (CoRR, 2024)

Prim2Room: Layout-Controllable Room Mesh Generation from Primitives. - Chengzeng Feng; Jiacheng Wei; Cheng Chen; Yang Li 193; Pan Ji; Fayao Liu; Hongdong Li; Guosheng Lin (CoRR, 2024)

Neural Radiance Selector: Find the best 2D representations of 3D data for CLIP based 3D tasks. - Xiaofeng Yang; Fayao Liu; Guosheng Lin (Knowl. Based Syst., 2024)

Training neural networks with classification rules for incorporating domain knowledge. - Wenyu Zhang 003; Fayao Liu; Cuong Manh Nguyen; Zhong Liang Ou Yang; Savitha Ramasamy; Chuan-Sheng Foo (Knowl. Based Syst., 2024)

Dynamic Interaction Dilation for Interactive Human Parsing. - Yutong Gao 001; Congyan Lang; Fayao Liu; Yuanzhouhan Cao; Lijuan Sun; Yunchao Wei (IEEE Trans. Multim., 2024)

Neural Logic Vision Language Explainer. - Xiaofeng Yang; Fayao Liu; Guosheng Lin (IEEE Trans. Multim., 2024)

LCReg: Long-tailed image classification with Latent Categories based Recognition. - Weide Liu; Zhonghua Wu; Yiming Wang; Henghui Ding; Fayao Liu; Jie Lin 001; Guosheng Lin (Pattern Recognit., 2024)

On Representation Knowledge Distillation for Graph Neural Networks. - Chaitanya K. Joshi; Fayao Liu; Xu Xun; Jie Lin 001; Chuan Sheng Foo (IEEE Trans. Neural Networks Learn. Syst., 2024)

Dense Supervision Propagation for Weakly Supervised Semantic Segmentation on 3D Point Clouds. - Jiacheng Wei; Guosheng Lin; Kim-Hui Yap; Fayao Liu; Tzu-Yi Hung (IEEE Trans. Circuits Syst. Video Technol., 2024)

Multi-level self attention for unsupervised learning person re-identification. - Yi Zheng; Jiaqi Zhao 001; Yong Zhou 003; Fayao Liu; Rui Yao; Hancheng Zhu; Abdulmotaleb El-Saddik (Multim. Tools Appl., 2024)

Learning Temporal Variations for 4D Point Cloud Segmentation. - Hanyu Shi 002; Jiacheng Wei; Hao Wang 094; Fayao Liu; Guosheng Lin (Int. J. Comput. Vis., 2024)

CADCrafter: Generating Computer-Aided Design Models from Unconstrained Images. - Cheng Chen; Jiacheng Wei; Tianrun Chen; Chi Zhang 007; Xiaofeng Yang; Shangzhan Zhang; Bingchen Yang; Chuan-Sheng Foo; Guosheng Lin; Qixing Huang; Fayao Liu (CVPR, 2025)

MagicArticulate: Make Your 3D Models Articulation-Ready. - Chaoyue Song; Jianfeng Zhang; Xiu Li; Fan Yang 103; Yiwen Chen; Zhongcong Xu; Jun Hao Liew; Xiaoyang Guo; Fayao Liu; Jiashi Feng; Guosheng Lin (CVPR, 2025)

Robust-PIFu: Robust Pixel-aligned Implicit Function for 3D Human Digitalization from a Single Image. - Kennard Yanting Chan; Fayao Liu; Guosheng Lin; Chuan-Sheng Foo; Weisi Lin (ICLR, 2025)

Text-to-Image Rectified Flow as Plug-and-Play Priors. - Xiaofeng Yang; Cheng Chen; Xulei Yang; Fayao Liu; Guosheng Lin (ICLR, 2025)

Mining Semantic Correlations Between Mispredictions and Corrections for Interactive Semantic Segmentation. - Yutong Gao 001; Congyan Lang; Fayao Liu; Chuan-Sheng Foo; Yuanzhouhan Cao; Lijuan Sun; Yunchao Wei (IEEE Trans. Neural Networks Learn. Syst., 2025)

OccLE: Label-Efficient 3D Semantic Occupancy Prediction. - Naiyu Fang; Zheyuan Zhou; Fayao Liu; Xulei Yang; Jiacheng Wei; Lemiao Qiu; Guosheng Lin (CoRR, 2025)

MoDA: Modeling Deformable 3D Objects from Casual Videos. - Chaoyue Song; Jiacheng Wei; Tianyi Chen; Yiwen Chen; Chuan-Sheng Foo; Fayao Liu; Guosheng Lin (Int. J. Comput. Vis., 2025)

Weakly Supervised Segmentation on Outdoor 4D Point Clouds With Progressive 4D Grouping. - Hanyu Shi 002; Fayao Liu; Zhonghua Wu; Yi Xu 002; Guosheng Lin (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Exploring Active Learning for Label-Efficient Training of Semantic Neural Radiance Field. - Yuzhe Zhu; Lile Cai; Kangkang Lu 001; Fayao Liu; Xulei Yang (CoRR, 2025)

Few-Shot Image Generation via Style Adaptation and Content Preservation. - Xiaosheng He; Fan Yang 103; Fayao Liu; Guosheng Lin (IEEE Trans. Neural Networks Learn. Syst., 2025)

Puppeteer: Rig and Animate Your 3D Models. - Chaoyue Song; Xiu Li; Fan Yang 103; Zhongcong Xu; Jiacheng Wei; Fayao Liu; Jiashi Feng; Guosheng Lin; Jianfeng Zhang (CoRR, 2025)

CCFL: Customized Client Federated Learning for Unsupervised Person Re-identification. - Yi Zheng; Yong Zhou 003; Fayao Liu; Jiaqi Zhao 001; Hancheng Zhu; Wen-Liang Du (ACM Trans. Multim. Comput. Commun. Appl., 2025)