Fang, Yi

47 publications

TMLR 2025 Curvature Diversity-Driven Deformation and Domain Alignment for Point Cloud Mengxi Wu, Hao Huang, Yi Fang, Mohammad Rostami

CVPR 2025 GRAPHGPT-O: Synergistic Multimodal Comprehension and Generation on Graphs Yi Fang, Bowen Jin, Jiacheng Shen, Sirui Ding, Qiaoyu Tan, Jiawei Han

NeurIPS 2025 MaterialRefGS: Reflective Gaussian Splatting with Multi-View Consistent Material Inference Wenyuan Zhang, Jimin Tang, Weiqi Zhang, Yi Fang, Yu-Shen Liu, Zhizhong Han

NeurIPS 2025 U-CAN: Unsupervised Point Cloud Denoising with Consistency-Aware Noise2Noise Matching Junsheng Zhou, XingYu Shi, Haichuan Song, Yi Fang, Yu-Shen Liu, Zhizhong Han

ICCV 2025 Wavelet Policy: Lifting Scheme for Policy Learning in Long-Horizon Tasks Hao Huang, Shuaihang Yuan, Geeta Chandra Raju Bethala, Congcong Wen, Anthony Tzes, Yi Fang

MIDL 2024 A Comprehensive Benchmark of Supervised and Self-Supervised Pre-Training on Multi-View Chest X-Ray Classification Muhammad Muneeb Afzal, Muhammad Osama Khan, Yi Fang

ECCVW 2024 A Light and Smart Wearable Platform with Multimodal Foundation Model for Enhanced Spatial Reasoning in People with Blindness and Low Vision Alexey Magay, Dhurba Tripathi, Yu Hao, Yi Fang

ECCV 2024 AMD: Automatic Multi-Step Distillation of Large-Scale Vision Models Cheng Han, Qifan Wang, Sohail A Dianat, Majid Rabbani, Raghuveer Rao, Yi Fang, Qiang Guan, Lifu Huang, Dongfang Liu

CVPR 2024 FairCLIP: Harnessing Fairness in Vision-Language Learning Yan Luo, Min Shi, Muhammad Osama Khan, Muhammad Muneeb Afzal, Hao Huang, Shuaihang Yuan, Yu Tian, Luo Song, Ava Kouhana, Tobias Elze, Yi Fang, Mengyu Wang

ECCV 2024 FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification Yu Tian, Congcong Wen, Min Shi, Muhammad Muneeb Afzal, Hao Huang, Muhammad Osama Khan, Yan Luo, Yi Fang, Mengyu Wang

NeurIPS 2024 GAMap: Zero-Shot Object Goal Navigation with Multi-Scale Geometric-Affordance Guidance Shuaihang Yuan, Hao Huang, Yu Hao, Congcong Wen, Anthony Tzes, Yi Fang

ECCV 2024 Towards Dual Transparent Liquid Level Estimation in Biomedical Lab: Dataset, Methods and Practice Xiayu Wang, Ke Ma, Ruiyun Zhong, Xinggang Wang, Yi Fang, Yang Xiao, Tian Xia

NeurIPS 2023 Differentiable Registration of Images and LiDAR Point Clouds with VoxelPoint-to-Pixel Matching Junsheng Zhou, Baorui Ma, Wenyuan Zhang, Yi Fang, Yu-Shen Liu, Zhizhong Han

CVPR 2023 LP-DIF: Learning Local Pattern-Specific Deep Implicit Function for 3D Objects and Scenes Meng Wang, Yu-Shen Liu, Yue Gao, Kanle Shi, Yi Fang, Zhizhong Han

NeurIPS 2023 NeuralGF: Unsupervised Point Normal Estimation by Learning Neural Gradient Function Qing Li, Huifang Feng, Kanle Shi, Yue Gao, Yi Fang, Yu-Shen Liu, Zhizhong Han

ICCV 2023 Retro-FPN: Retrospective Feature Pyramid Network for Point Cloud Semantic Segmentation Peng Xiang, Xin Wen, Yu-Shen Liu, Hui Zhang, Yi Fang, Zhizhong Han

ACML 2023 Robust Image Classification via Using Multiple Diversity Losses Yi Fang, Wen-Hao Zheng, Qihui Wang, Xiao-Xin Li

CVPR 2023 SHS-Net: Learning Signed Hyper Surfaces for Oriented Normal Estimation of Point Clouds Qing Li, Huifang Feng, Kanle Shi, Yue Gao, Yi Fang, Yu-Shen Liu, Zhizhong Han

ICLR 2022 Adaptive Wavelet Transformer Network for 3D Shape Representation Learning Hao Huang, Yi Fang

ECCVW 2022 Detect and Approach: Close-Range Navigation Support for People with Blindness and Low Vision Yu Hao, Junchi Feng, John-Ross Rizzo, Yao Wang, Yi Fang

NeurIPS 2022 HSurf-Net: Normal Estimation for 3D Point Clouds by Learning Hyper Surfaces Qing Li, Yu-Shen Liu, Jin-San Cheng, Cheng Wang, Yi Fang, Zhizhong Han

NeurIPS 2022 Learning Consistency-Aware Unsigned Distance Functions Progressively from Raw Point Clouds Junsheng Zhou, Baorui Ma, Yu-Shen Liu, Yi Fang, Zhizhong Han

ECCV 2022 Manifold Adversarial Learning for Cross-Domain 3D Shape Representation Hao Huang, Cheng Chen, Yi Fang

ICCVW 2021 Audi-Exchange: AI-Guided Hand-Based Actions to Assist Human-Human Interactions for the Blind and the Visually Impaired Daohan Lu, Yi Fang

CVPR 2021 Dual Attention Guided Gaze Target Detection in the Wild Yi Fang, Jiapeng Tang, Wang Shen, Wei Shen, Xiao Gu, Li Song, Guangtao Zhai

ICCVW 2021 Virtual Touch: Computer Vision Augmented Touch-Free Scene Exploration for the Blind or Visually Impaired Xixuan Julie Liu, Yi Fang

IJCAI 2020 Achieving Outcome Fairness in Machine Learning Models for Social Decision Problems Boli Fang, Miao Jiang, Pei-yi Cheng, Jerry Shen, Yi Fang

ECCVW 2020 Active Crowd Analysis for Pandemic Risk Mitigation for Blind or Visually Impaired Persons Samridha Shrestha, Daohan Lu, Hanlin Tian, Qiming Cao, Julie Liu, John-Ross Rizzo, William H. Seiple, Maurizio Porfiri, Yi Fang

WACV 2020 ROSS: Robust Learning of One-Shot 3D Shape Segmentation Shuaihang Yuan, Yi Fang

WACV 2020 Reference Grid-Assisted Network for 3D Point Signature Learning from Point Clouds Jing Zhu, Yi Fang

NeurIPS 2019 Arbicon-Net: Arbitrary Continuous Geometric Transformation Networks for Image Registration Jianchun Chen, Lingjing Wang, Xiang Li, Yi Fang

ECCV 2018 Deep Cross-Modality Adaptation via Semantics Preserving Adversarial Learning for Sketch-Based 3D Shape Retrieval Jiaxin Chen, Yi Fang

AAAI 2018 Learning Adversarial 3D Model Generation with 2D Image Enhancer Jing Zhu, Jin Xie, Yi Fang

IJCAI 2018 Siamese CNN-BiLSTM Architecture for 3D Shape Representation Learning Guoxian Dai, Jin Xie, Yi Fang

ICCVW 2017 A Wearable Assistive Technology for the Visually Impaired with Door Knob Detection and Real-Time Feedback for Hand-to-Handle Manipulation Liang Niu, Cheng Qian, John-Ross Rizzo, Todd E. Hudson, Zichen Li, Shane Enright, Eliot Sperling, Kyle Conti, Edward K. Wong, Yi Fang

AAAI 2017 Deep Correlated Metric Learning for Sketch-Based 3D Shape Retrieval Guoxian Dai, Jin Xie, Fan Zhu, Yi Fang

CVPR 2017 Learning Barycentric Representations of 3D Shapes for Sketch-Based 3D Shape Retrieval Jin Xie, Guoxian Dai, Fan Zhu, Yi Fang

ECCV 2016 Heat Diffusion Long-Short Term Memory Learning for 3D Shape Analysis Fan Zhu, Jin Xie, Yi Fang

CVPR 2016 Learned Binary Spectral Shape Descriptor for 3D Shape Correspondence Jin Xie, Meng Wang, Yi Fang

AAAI 2016 Learning Cross-Domain Neural Networks for Sketch-Based 3D Shape Retrieval Fan Zhu, Jin Xie, Yi Fang

CVPR 2015 3D Deep Shape Descriptor Yi Fang, Jin Xie, Guoxian Dai, Meng Wang, Fan Zhu, Tiantian Xu, Edward Wong

CVPR 2015 DeepShape: Deep Learned Shape Descriptor for 3D Shape Matching and Retrieval Jin Xie, Yi Fang, Fan Zhu, Edward Wong

AAAI 2015 SP-SVM: Large Margin Classifier for Data on Multiple Manifolds Bin Shen, Bao-Di Liu, Qifan Wang, Yi Fang, Jan P. Allebach

CVPR 2012 Center-Shift: An Approach Towards Automatic Robust Mesh Segmentation (ARMS) Mengtian Sun, Yi Fang, Karthik Ramani

CVPR 2011 Heat-Mapping: A Robust Approach Toward Perceptually Consistent Mesh Segmentation Yi Fang, Mengtian Sun, Minhyong Kim, Karthik Ramani

CVPRW 2011 Temperature Distribution Descriptor for Robust 3D Shape Retrieval Yi Fang, Mengtian Sun, Karthik Ramani

CVPR 2011 sLLE: Spherical Locally Linear Embedding with Applications to Tomography Yi Fang, Mengtian Sun, S. V. N. Vishwanathan, Karthik Ramani