| 2026 | AAAI | Adaptive Piecewise Distillation for Efficient LiDAR Data Generation. | Ruibo Li, Xiaofeng Yang, Ze Yang, Jiacheng Wei, Chunyan Miao, Guosheng Lin |
| 2026 | WWW | International Workshop on Trustworthy Multimodal Learning for Social Media Analysis. | Fengmao Lv, Jingwei Sun, Guosheng Lin |
| 2025 | AAAI | IPVTON: Image-based 3D Virtual Try-on with Image Prompt Adapter. | Xiaojing Zhong, Zhonghua Wu, Xiaofeng Yang, Guosheng Lin, Qingyao Wu |
| 2025 | CVPR | TacoDepth: Towards Efficient Radar-Camera Depth Estimation with One-stage Fusion. | Yiran Wang, Jiaqi Li, Chaoyi Hong, Ruibo Li, Liusheng Sun, Xiao Song, Zhe Wang, Zhiguo Cao, Guosheng Lin |
| 2025 | CVPR | CADCrafter: Generating Computer-Aided Design Models from Unconstrained Images. | Cheng Chen, Jiacheng Wei, Tianrun Chen, Chi Zhang, Xiaofeng Yang, Shangzhan Zhang, Bingchen Yang, Chuan-Sheng Foo, Guosheng Lin, Qixing Huang, Fayao Liu |
| 2025 | CVPR | MagicArticulate: Make Your 3D Models Articulation-Ready. | Chaoyue Song, Jianfeng Zhang, Xiu Li, Fan Yang, Yiwen Chen, Zhongcong Xu, Jun Hao Liew, Xiaoyang Guo, Fayao Liu, Jiashi Feng, Guosheng Lin |
| 2025 | CVPR | Attribute-formed Class-specific Concept Space: Endowing Language Bottleneck Model with Better Interpretability and Scalability. | Jianyang Zhang, Qianli Luo, Guowu Yang, Wenjing Yang, Weide Liu, Guosheng Lin, Fengmao Lv |
| 2025 | ICCV | MeshAnything V2: Artist-Created Mesh Generation with Adjacent Mesh Tokenization. | Yiwen Chen, Yikai Wang, Yihao Luo, Zhengyi Wang, Zilong Chen, Jun Zhu, Chi Zhang, Guosheng Lin |
| 2025 | ICCV | SurfaceSplat: Connecting Surface Reconstruction and Gaussian Splatting. | Zihui Gao, Jia-Wang Bian, Guosheng Lin, Hao Chen, Chunhua Shen |
| 2025 | ICCV | Motionagent: Fine-Grained Controllable Video Generation via Motion Field Agent. | Xinyao Liao, Xianfang Zeng, Liao Wang, Gang Yu, Guosheng Lin, Chi Zhang |
| 2025 | ICCV | Towards Effective Foundation Model Adaptation for Extreme Cross-Domain Few-Shot Learning. | Fei Zhou, Peng Wang, Lei Zhang, Wei Wei, Chen Ding, Guosheng Lin, Yanning Zhang |
| 2025 | ICIG | Leveraging Large-Scale Pretrained Vision Foundation Models for Label-Efficient 3D Point Cloud Segmentation. | Shichao Dong, Fayao Liu, Rui Yao, Guosheng Lin |
| 2025 | ICLR | ADAPT: Attentive Self-Distillation and Dual-Decoder Prediction Fusion for Continual Panoptic Segmentation. | Ze Yang, Shichao Dong, Ruibo Li, Nan Song, Guosheng Lin |
| 2025 | ICLR | 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 |
| 2025 | ICLR | MeshAnything: Artist-Created Mesh Generation with Autoregressive Transformers. | Yiwen Chen, Tong He, Di Huang, Weicai Ye, Sijin Chen, Jiaxiang Tang, Zhongang Cai, Lei Yang, Gang Yu, Guosheng Lin, Chi Zhang |
| 2025 | ICLR | Text-to-Image Rectified Flow as Plug-and-Play Priors. | Xiaofeng Yang, Cheng Chen, Xulei Yang, Fayao Liu, Guosheng Lin |
| 2025 | ICML | ADHMR: Aligning Diffusion-based Human Mesh Recovery via Direct Preference Optimization. | Wenhao Shen, Wanqi Yin, Xiaofeng Yang, Cheng Chen, Chaoyue Song, Zhongang Cai, Lei Yang, Hao Wang, Guosheng Lin |
| 2025 | ICML | Unlocking the Power of SAM 2 for Few-Shot Segmentation. | Qianxiong Xu, Lanyun Zhu, Xuanyi Liu, Guosheng Lin, Cheng Long, Ziyue Li, Rui Zhao |
| 2025 | ICRA | Learning Dynamic Weight Adjustment for Spatial-Temporal Trajectory Planning in Crowd Navigation. | Muqing Cao, Xinhang Xu, Yizhuo Yang, Jianping Li, Tongxing Jin, Pengfei Wang, Tzu-Yi Hung, Guosheng Lin, Lihua Xie |
| 2025 | IJCNN | 3D Cartoon Face Generation with Controllable Expressions from a Single GAN Image. | Hao Wang, Wenhao Shen, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao |
| 2025 | IJCNN | Style-Consistent 3D Indoor Scene Synthesis with Decoupled Objects. | Yunfan Zhang, Hong Huang, Zhiwei Xiong, Zhiqi Shen, Guosheng Lin, Hao Wang, Nicolas Vun |
| 2025 | IJCNN | Style-Consistent 3D Indoor Scene Synthesis with Decoupled Objects. | Yunfan Zhang, Hong Huang, Zhiwei Xiong, Zhiqi Shen, Guosheng Lin, Hao Wang, Nicolas Vun |
| 2024 | AAAI | 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 |
| 2024 | AAAI | IT3D: Improved Text-to-3D Generation with Explicit View Synthesis. | Yiwen Chen, Chi Zhang, Xiaofeng Yang, Zhongang Cai, Gang Yu, Lei Yang, Guosheng Lin |
| 2024 | AAAI | Semi-supervised Class-Agnostic Motion Prediction with Pseudo Label Regeneration and BEVMix. | Kewei Wang, Yizheng Wu, Zhiyu Pan, Xingyi Li, Ke Xian, Zhe Wang, Zhiguo Cao, Guosheng Lin |
| 2024 | AAAI | Diverse and Stable 2D Diffusion Guided Text to 3D Generation with Noise Recalibration. | Xiaofeng Yang, Fayao Liu, Yi Xu, Hanjing Su, Qingyao Wu, Guosheng Lin |
| 2024 | ACL | Enhanced Visual Instruction Tuning with Synthesized Image-Dialogue Data. | Yanda Li, Chi Zhang, Gang Yu, Wanqi Yang, Zhibin Wang, Bin Fu, Guosheng Lin, Chunhua Shen, Ling Chen, Yunchao Wei |
| 2024 | CVPR | 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 |
| 2024 | CVPR | GaussianEditor: Swift and Controllable 3D Editing with Gaussian Splatting. | Yiwen Chen, Zilong Chen, Chi Zhang, Feng Wang, Xiaofeng Yang, Yikai Wang, Zhongang Cai, Lei Yang, Huaping Liu, Guosheng Lin |
| 2024 | CVPR | Sculpt3D: Multi-View Consistent Text-to-3D Generation with Sparse 3D Prior. | Cheng Chen, Xiaofeng Yang, Fan Yang, Chengzeng Feng, Zhoujie Fu, Chuan-Sheng Foo, Guosheng Lin, Fayao Liu |
| 2024 | CVPR | S-DyRF: Reference-Based Stylized Radiance Fields for Dynamic Scenes. | Xingyi Li, Zhiguo Cao, Yizheng Wu, Kewei Wang, Ke Xian, Zhe Wang, Guosheng Lin |
| 2024 | CVPR | REACTO: Reconstructing Articulated Objects from a Single Video. | Chaoyue Song, Jiacheng Wei, Chuan Sheng Foo, Guosheng Lin, Fayao Liu |
| 2024 | CVPR | Self-Supervised Class-Agnostic Motion Prediction with Spatial and Temporal Consistency Regularizations. | Kewei Wang, Yizheng Wu, Jun Cen, Zhiyu Pan, Xingyi Li, Zhe Wang, Zhiguo Cao, Guosheng Lin |
| 2024 | CVPR | AttriHuman-3D: Editable 3D Human Avatar Generation with Attribute Decomposition and Indexing. | Fan Yang, Tianyi Chen, Xiaosheng He, Zhongang Cai, Lei Yang, Si Wu, Guosheng Lin |
| 2024 | ECCV | 3DFG-PIFu: 3D Feature Grids for Human Digitization from Sparse Views. | Kennard Yanting Chan, Fayao Liu, Guosheng Lin, Chuan Sheng Foo, Weisi Lin |
| 2024 | ECCV | Eliminating Feature Ambiguity for Few-Shot Segmentation. | Qianxiong Xu, Guosheng Lin, Chen Change Loy, Cheng Long, Ziyue Li, Rui Zhao |
| 2024 | ECCV | Learn to Optimize Denoising Scores: A Unified and Improved Diffusion Prior for 3D Generation. | Xiaofeng Yang, Yiwen Chen, Cheng Chen, Chi Zhang, Yi Xu, Xulei Yang, Fayao Liu, Guosheng Lin |
| 2024 | ECCV | DeCo: Decoupled Human-Centered Diffusion Video Editing with Motion Consistency. | Xiaojing Zhong, Xinyi Huang, Xiaofeng Yang, Guosheng Lin, Qingyao Wu |
| 2023 | CVPR | Weakly Supervised Class-agnostic Motion Prediction for Autonomous Driving. | Ruibo Li, Hanyu Shi, Ziang Fu, Zhe Wang, Guosheng Lin |
| 2023 | CVPR | 3D Cinemagraphy from a Single Image. | Xingyi Li, Zhiguo Cao, Huiqiang Sun, Jianming Zhang, Ke Xian, Guosheng Lin |
| 2023 | CVPR | TAPS3D: Text-Guided 3D Textured Shape Generation from Pseudo Supervision. | Jiacheng Wei, Hao Wang, Jiashi Feng, Guosheng Lin, Kim-Hui Yap |
| 2023 | CVPR | Neural Vector Fields: Implicit Representation by Explicit Learning. | Xianghui Yang, Guosheng Lin, Zhenghao Chen, Luping Zhou |
| 2023 | ICCV | Label-Guided Knowledge Distillation for Continual Semantic Segmentation on 2D Images and 3D Point Clouds. | Ze Yang, Ruibo Li, Evan Ling, Chi Zhang, Yiming Wang, Dezhao Huang, Keng Teck Ma, Minhoe Hur, Guosheng Lin |
| 2023 | ICCV | Neural Video Depth Stabilizer. | Yiran Wang, Min Shi, Jiaqi Li, Zihao Huang, Zhiguo Cao, Jianming Zhang, Ke Xian, Guosheng Lin |
| 2023 | ICCV | Collaborative Propagation on Multiple Instance Graphs for 3D Instance Segmentation with Single-point Supervision. | Shichao Dong, Ruibo Li, Jiacheng Wei, Fayao Liu, Guosheng Lin |
| 2023 | ICCV | Self-Calibrated Cross Attention Network for Few-Shot Segmentation. | Qianxiong Xu, Wenting Zhao, Guosheng Lin, Cheng Long |
| 2023 | ICDE | Iterative Refinement for Multi-Source Visual Domain Adaptation (Extended abstract). | Hanrui Wu, Yuguang Yan, Guosheng Lin, Min Yang, Michael K. Ng, Qingyao Wu |
| 2022 | AAAI | Self-Supervised Object Localization with Joint Graph Partition. | Yukun Su, Guosheng Lin, Yun Hao, Yiwen Cao, Wenjun Wang, Qingyao Wu |
| 2022 | ACCV | SymmNeRF: Learning to Explore Symmetry Prior for Single-View View Synthesis. | Xingyi Li, Chaoyi Hong, Yiran Wang, Zhiguo Cao, Ke Xian, Guosheng Lin |
| 2022 | CVPR | Weakly Supervised Segmentation on Outdoor 4D point clouds with Temporal Matching and Spatial Graph Propagation. | Hanyu Shi, Jiacheng Wei, Ruibo Li, Fayao Liu, Guosheng Lin |
| 2022 | CVPR | Expanding Large Pre-trained Unimodal Models with Multimodal Information Injection for Image-Text Multimodal Classification. | Tao Liang, Guosheng Lin, Mingyang Wan, Tianrui Li, Guojun Ma, Fengmao Lv |
| 2022 | CVPR | RigidFlow: Self-Supervised Scene Flow Learning on Point Clouds by Local Rigidity Prior. | Ruibo Li, Chi Zhang, Guosheng Lin, Zhe Wang, Chunhua Shen |
| 2022 | ECCV | IntegratedPIFu: Integrated Pixel Aligned Implicit Function for Single-View Human Reconstruction. | Kennard Yanting Chan, Guosheng Lin, Haiyu Zhao, Weisi Lin |
| 2022 | ECCV | Learning Regional Purity for Instance Segmentation on 3D Point Clouds. | Shichao Dong, Guosheng Lin, Tzu-Yi Hung |
| 2022 | ECCV | Dynamically Transformed Instance Normalization Network for Generalizable Person Re-Identification. | Bingliang Jiao, Lingqiao Liu, Liying Gao, Guosheng Lin, Lu Yang, Shizhou Zhang, Peng Wang, Yanning Zhang |
| 2022 | ECCV | General Object Pose Transformation Network from Unpaired Data. | Yukun Su, Guosheng Lin, Ruizhou Sun, Qingyao Wu |
| 2022 | ECCV | Dual Adaptive Transformations for Weakly Supervised Point Cloud Segmentation. | Zhonghua Wu, Yicheng Wu, Guosheng Lin, Jianfei Cai, Chen Qian |
| 2022 | SENSYS | Indoor Smartphone SLAM with Learned Echoic Location Features. | Wenjie Luo, Qun Song, Zhenyu Yan, Rui Tan, Guosheng Lin |
| 2021 | CVPR | HCRF-Flow: Scene Flow From Point Clouds With Continuous High-Order CRFs and Position-Aware Flow Embedding. | Ruibo Li, Guosheng Lin, Tong He, Fayao Liu, Chunhua Shen |
| 2021 | CVPR | Self-Point-Flow: Self-Supervised Scene Flow Estimation From Point Clouds With Optimal Transport and Random Walk. | Ruibo Li, Guosheng Lin, Lihua Xie |
| 2021 | CVPR | Progressive Modality Reinforcement for Human Multimodal Emotion Recognition From Unaligned Multimodal Sequences. | Fengmao Lv, Xiang Chen, Yanyong Huang, Lixin Duan, Guosheng Lin |
| 2021 | CVPR | CT-Net: Complementary Transfering Network for Garment Transfer With Arbitrary Geometric Changes. | Fan Yang, Guosheng Lin |
| 2021 | CVPR | Few-Shot Incremental Learning With Continually Evolved Classifiers. | Chi Zhang, Nan Song, Guosheng Lin, Yun Zheng, Pan Pan, Yinghui Xu |
| 2021 | ICCV | Meta Navigator: Search for a Good Adaptation Policy for Few-shot Learning. | Chi Zhang, Henghui Ding, Guosheng Lin, Ruibo Li, Changhu Wang, Chunhua Shen |
| 2021 | ICCV | Attention is not Enough: Mitigating the Distribution Discrepancy in Asynchronous Multimodal Sequence Fusion. | Tao Liang, Guosheng Lin, Lei Feng, Yan Zhang, Fengmao Lv |
| 2021 | ICCV | Self-supervised 3D Skeleton Action Representation Learning with Motion Consistency and Continuity. | Yukun Su, Guosheng Lin, Qingyao Wu |
| 2021 | ICCV | Context Decoupling Augmentation for Weakly Supervised Semantic Segmentation. | Yukun Su, Ruizhou Sun, Guosheng Lin, Qingyao Wu |
| 2021 | ICCV | Learning Meta-class Memory for Few-Shot Semantic Segmentation. | Zhonghua Wu, Xiangxi Shi, Guosheng Lin, Jianfei Cai |
| 2020 | CVPR | CRNet: Cross-Reference Networks for Few-Shot Segmentation. | Weide Liu, Chi Zhang, Guosheng Lin, Fayao Liu |
| 2020 | CVPR | Cross-Domain Semantic Segmentation via Domain-Invariant Interactive Relation Transfer. | Fengmao Lv, Tao Liang, Xiang Chen, Guosheng Lin |
| 2020 | CVPR | SpSequenceNet: Semantic Segmentation Network on 4D Point Clouds. | Hanyu Shi, Guosheng Lin, Hao Wang, Tzu-Yi Hung, Zhenhua Wang |
| 2020 | CVPR | Multi-Path Region Mining for Weakly Supervised 3D Semantic Segmentation on Point Clouds. | Jiacheng Wei, Guosheng Lin, Kim-Hui Yap, Tzu-Yi Hung, Lihua Xie |
| 2020 | CVPR | Exploring Bottom-Up and Top-Down Cues With Attentive Learning for Webly Supervised Object Detection. | Zhonghua Wu, Qingyi Tao, Guosheng Lin, Jianfei Cai |
| 2020 | CVPR | DeepEMD: Few-Shot Image Classification With Differentiable Earth Mover's Distance and Structured Classifiers. | Chi Zhang, Yujun Cai, Guosheng Lin, Chunhua Shen |
| 2020 | ECCV | Graph Edit Distance Reward: Learning to Edit Scene Graph. | Lichang Chen, Guosheng Lin, Shijie Wang, Qingyao Wu |
| 2020 | ECCV | Human Interaction Learning on 3D Skeleton Point Clouds for Video Violence Recognition. | Yukun Su, Guosheng Lin, Jin-Hui Zhu, Qingyao Wu |
| 2020 | ECCV | Structure-Aware Generation Network for Recipe Generation from Images. | Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao |
| 2020 | ECCV | TRRNet: Tiered Relation Reasoning for Compositional Visual Question Answering. | Xiaofeng Yang, Guosheng Lin, Fengmao Lv, Fayao Liu |
| 2020 | ECCV | Splitting Vs. Merging: Mining Object Regions with Discrepancy and Intersection Loss for Weakly Supervised Semantic Segmentation. | Tianyi Zhang, Guosheng Lin, Weide Liu, Jianfei Cai, Alex C. Kot |
| 2019 | CVPR | Towards Robust Curve Text Detection With Conditional Spatial Expansion. | Zichuan Liu, Guosheng Lin, Sheng Yang, Fayao Liu, Weisi Lin, Wang Ling Goh |
| 2019 | CVPR | CANet: Class-Agnostic Segmentation Networks With Iterative Refinement and Attentive Few-Shot Learning. | Chi Zhang, Guosheng Lin, Fayao Liu, Rui Yao, Chunhua Shen |
| 2019 | ICCV | SegEQA: Video Segmentation Based Visual Attention for Embodied Question Answering. | Haonan Luo, Guosheng Lin, Zichuan Liu, Fayao Liu, Zhenmin Tang, Yazhou Yao |
| 2019 | ICCV | Pyramid Graph Networks With Connection Attentions for Region-Based One-Shot Semantic Segmentation. | Chi Zhang, Guosheng Lin, Fayao Liu, Jiushuang Guo, Qingyao Wu, Rui Yao |
| 2019 | VCIP | Semantic Segmentation via Domain Adaptation with Global Structure Embedding. | Tianyi Zhang, Guosheng Lin, Jianfei Cai, Alex C. Kot |
| 2019 | VCIP | Task-in-all Domain Adaptation for Semantic Segmentation. | Tianyi Zhang, Jingyi Yang, Chuanxia Zheng, Guosheng Lin, Jianfei Cai, Alex C. Kot |
| 2018 | CVPR | Learning Markov Clustering Networks for Scene Text Detection. | Zichuan Liu, Guosheng Lin, Sheng Yang, Jiashi Feng, Weisi Lin, Wang Ling Goh |
| 2018 | CVPR | Bootstrapping the Performance of Webly Supervised Semantic Segmentation. | Tong Shen, Guosheng Lin, Chunhua Shen, Ian D. Reid |
| 2018 | CVPR | MoNet: Deep Motion Exploitation for Video Object Segmentation. | Huaxin Xiao, Jiashi Feng, Guosheng Lin, Yu Liu, Maojun Zhang |
| 2018 | ECCV | Domain Adaptive Semantic Segmentation Through Structure Enhancement. | Fengmao Lv, Qing Lian, Guowu Yang, Guosheng Lin, Sinno Jialin Pan, Lixin Duan |
| 2018 | ICRA | Semantic Segmentation from Limited Training Data. | Anton Milan, Trung Pham, Kumar Vijay, Douglas Morrison, Adam W. Tow, Lingqiao Liu, Jordan Erskine, Riccardo Grinover, Alec Gurman, Thomas Hunn, Norton Kelly-Boxall, Darryl Qijun Lee, Matthew McTaggart, Gerald Rallos, Andrew Razjigaev, Thomas James Rowntree, Tong Shen, Rohan Smith, Sean Wade-McCue, Zheyu Zhuang, Christopher F. Lehnert, Guosheng Lin, Ian David Reid, Peter I. Corke, Jrgen Leitner |
| 2017 | BMVC | Weakly Supervised Semantic Segmentation Based on Co-segmentation. | Tong Shen, Guosheng Lin, Lingqiao Liu, Chunhua Shen, Ian Reid |
| 2017 | CVPR | Sequential Person Recognition in Photo Albums with a Recurrent Network. | Yao Li, Guosheng Lin, Bohan Zhuang, Lingqiao Liu, Chunhua Shen, Anton van den Hengel |
| 2017 | CVPR | RefineNet: Multi-path Refinement Networks for High-Resolution Semantic Segmentation. | Guosheng Lin, Anton Milan, Chunhua Shen, Ian D. Reid |
| 2017 | IJCAI | Learning Multi-level Region Consistency with Dense Multi-label Networks for Semantic Segmentation. | Tong Shen, Guosheng Lin, Chunhua Shen, Ian D. Reid |
| 2016 | CVPR | Efficient Piecewise Training of Deep Structured Models for Semantic Segmentation. | Guosheng Lin, Chunhua Shen, Anton van den Hengel, Ian D. Reid |
| 2016 | CVPR | Fast Training of Triplet-Based Deep Binary Embedding Networks. | Bohan Zhuang, Guosheng Lin, Chunhua Shen, Ian D. Reid |
| 2015 | CVPR | Deep convolutional neural fields for depth estimation from a single image. | Fayao Liu, Chunhua Shen, Guosheng Lin |
| 2015 | CVPR | Sequence searching with deep-learnt depth for condition- and viewpoint-invariant route-based place recognition. | Michael Milford, Stephanie M. Lowry, Niko Snderhauf, Sareh Shirazi, Edward Pepperell, Ben Upcroft, Chunhua Shen, Guosheng Lin, Fayao Liu, Cesar Cadena, Ian D. Reid |
| 2014 | CVPR | Fast Supervised Hashing with Decision Trees for High-Dimensional Data. | Guosheng Lin, Chunhua Shen, Qinfeng Shi, Anton van den Hengel, David Suter |
| 2014 | ECCV | Optimizing Ranking Measures for Compact Binary Code Learning. | Guosheng Lin, Chunhua Shen, Jianxin Wu |
| 2013 | ICCV | A General Two-Step Approach to Learning-Based Hashing. | Guosheng Lin, Chunhua Shen, David Suter, Anton van den Hengel |
| 2013 | ICIP | Approximate constraint generation for efficient structured boosting. | Guosheng Lin, Chunhua Shen, Anton van den Hengel |
| 2013 | ICML | Learning Hash Functions Using Column Generation. | Xi Li, Guosheng Lin, Chunhua Shen, Anton van den Hengel, Anthony R. Dick |
| 2012 | ACCV | Fast Training of Effective Multi-class Boosting Using Coordinate Descent Optimization. | Guosheng Lin, Chunhua Shen, Anton van den Hengel, David Suter |