Fuxin Li

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 96

Top Venues

Publications

Chanho Kim, Fuxin Li
Object Dynamics Modeling with Hierarchical Point Cloud-based Representations. CoRR (2024)
Hung Nguyen, Chanho Kim, Fuxin Li
Space-time recurrent memory network. Comput. Vis. Image Underst. 241 (2024)
Ran Chai, Fuxin Li, Yuqian Gao, Dehai Liu, Di Shang, Yanqing Yang, Jiayang Yu, Chenxiao Zhou, Yanan Li, Andong Song, Liyou Qiu
Unveiling preferred chemoattractants for rhizosphere PGPR colonization by molecular docking and molecular dynamics simulations. Comput. Electron. Agric. 225 (2024)
Yixuan Huang, Jialin Yuan, Chanho Kim, Pupul Pradhan, Bryan Chen, Fuxin Li, Tucker Hermans
Out of Sight, Still in Mind: Reasoning and Planning about Unobserved Objects with Video Tracking Enabled Memory Models. ICRA (2024)
Saeed Khorram, Mingqi Jiang, Mohamad Shahbazi, Mohamad H. Danesh, Fuxin Li
Taming the Tail in Class-Conditional GANs: Knowledge Sharing via Unconditional Training at Lower Resolutions. CoRR (2024)
Amin Ullah, Taiqing Yan, Fuxin Li
CVAE-SM: A Conditional Variational Autoencoder with Style Modulation for Efficient Uncertainty Quantification. ICRA (2024)
Skand Peri, Iain Lee, Chanho Kim, Fuxin Li, Tucker Hermans, Stefan Lee
Point Cloud Models Improve Visual Robustness in Robotic Learners. ICRA (2024)
Hung Nguyen, Chanho Kim, Rigved Naukarkar, Fuxin Li
Long-Term 3D Point Tracking By Cost Volume Fusion. CoRR (2024)
Skand Peri, Iain Lee, Chanho Kim, Fuxin Li, Tucker Hermans, Stefan Lee
Point Cloud Models Improve Visual Robustness in Robotic Learners. CoRR (2024)
Yixuan Huang, Jialin Yuan, Chanho Kim, Pupul Pradhan, Bryan Chen, Fuxin Li, Tucker Hermans
Out of Sight, Still in Mind: Reasoning and Planning about Unobserved Objects with Video Tracking Enabled Memory Models. CoRR (2023)
Mingqi Jiang, Saeed Khorram, Fuxin Li
Diverse Explanations for Object Detectors with Nesterov-Accelerated iGOS++. BMVC (2023)
Ziwen Chen, Kaushik Patnaik, Shuangfei Zhai, Alvin Wan, Zhile Ren, Alexander G. Schwing, Alex Colburn, Fuxin Li
AutoFocusFormer: Image Segmentation off the Grid. CoRR (2023)
Xingyi Li, Wenxuan Wu, Xiaoli Z. Fern, Fuxin Li
Improving the Robustness of Point Convolution on k-Nearest Neighbor Neighborhoods with a Viewpoint-Invariant Coordinate Transform. WACV (2023)
Wesley Khademi, Fuxin Li
Diverse Shape Completion via Style Modulated Generative Adversarial Networks. CoRR (2023)
Wenxuan Wu, Fuxin Li, Qi Shan
PointConvFormer: Revenge of the Point-based Convolution. CVPR (2023)
Timothy R. Player, Dongsik Chang, Fuxin Li, Geoffrey A. Hollinger
Real-Time Generative Grasping with Spatio-temporal Sparse Convolution. ICRA (2023)
Jialin Yuan, Jay Patravali, Hung Nguyen, Chanho Kim, Fuxin Li
Maximal Cliques on Multi-Frame Proposal Graph for Unsupervised Video Object Segmentation. CoRR (2023)
Wesley Khademi, Fuxin Li
Diverse Shape Completion via Style Modulated Generative Adversarial Networks. NeurIPS (2023)
Ziwen Chen, Kaushik Patnaik, Shuangfei Zhai, Alvin Wan, Zhile Ren, Alexander G. Schwing, Alex Colburn, Fuxin Li
AutoFocusFormer: Image Segmentation off the Grid. CVPR (2023)
Saeed Khorram, Fuxin Li
Cycle-Consistent Counterfactuals by Latent Transformations. CoRR (2022)
Ye Yu, Jialin Yuan, Gaurav Mittal, Fuxin Li, Mei Chen
BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation. CoRR (2022)
Mingqi Jiang, Saeed Khorram, Fuxin Li
Examining the Difference Among Transformers and CNNs with Explanation Methods. CoRR (2022)
Ye Yu, Jialing Yuan, Gaurav Mittal, Fuxin Li, Mei Chen
BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation. ECCV (24) (2022)
Wenxuan Wu, Qi Shan, Fuxin Li
PointConvFormer: Revenge of the Point-based Convolution. CoRR (2022)
Saeed Khorram, Fuxin Li
Cycle-Consistent Counterfactuals by Latent Transformations. CVPR (2022)
Xiaoling Hu, Yusu Wang, Fuxin Li, Dimitris Samaras, Chao Chen
Topology-Aware Segmentation Using Discrete Morse Theory. CoRR (2021)
Hung Nguyen, Fuxin Li
Space Time Recurrent Memory Network. CoRR (2021)
Saeed Khorram, Xiao Fu, Mohamad H. Danesh, Zhongang Qi, Fuxin Li
Stochastic Block-ADMM for Training Deep Networks. CoRR (2021)
Xingyi Li, Wenxuan Wu, Xiaoli Z. Fern, Fuxin Li
The Devils in the Point Clouds: Studying the Robustness of Point Cloud Convolutions. CoRR (2021)
Yu-Ying Liu, Alexander Moreno, Maxwell A. Xu, Shuang Li, Jena C. McDaniel, Nancy C. Brady, Agata Rozga, Fuxin Li, Le Song, James M. Rehg
Efficient Learning and Decoding of the Continuous-Time Hidden Markov Model for Disease Progression Modeling. CoRR (2021)
Chanho Kim, Fuxin Li, Mazen Alotaibi, James M. Rehg
Discriminative Appearance Modeling with Multi-track Pooling for Real-time Multi-object Tracking. CoRR (2021)
Jay Patravali, Gaurav Mittal, Ye Yu, Fuxin Li, Mei Chen
Unsupervised Few-Shot Action Recognition via Action-Appearance Aligned Meta-Adaptation. ICCV (2021)
Xiaoling Hu, Yusu Wang, Fuxin Li, Dimitris Samaras, Chao Chen
Topology-Aware Segmentation Using Discrete Morse Theory. ICLR (2021)
Vivswan Shitole, Fuxin Li, Minsuk Kahng, Prasad Tadepalli, Alan Fern
One Explanation is Not Enough: Structured Attention Graphs for Image Classification. NeurIPS (2021)
Zhongang Qi, Saeed Khorram, Fuxin Li
Embedding deep networks into visual explanations. Artif. Intell. 292 (2021)
Xianfang Zeng, Wenxuan Wu, Guangzhong Tian, Fuxin Li, Yong Liu
Deep Superpixel Convolutional Network for Image Recognition. IEEE Signal Process. Lett. 28 (2021)
Matthew L. Olson, Roli Khanna, Lawrence Neal, Fuxin Li, Weng-Keen Wong
Counterfactual state explanations for reinforcement learning agents via generative deep learning. Artif. Intell. 295 (2021)
Neale Ratzlaff, Qinxun Bai, Fuxin Li, Wei Xu
Generative Particle Variational Inference via Estimation of Functional Gradients. ICML (2021)
Jay Patravali, Gaurav Mittal, Ye Yu, Fuxin Li, Mei Chen
Unsupervised Few-Shot Action Recognition via Action-Appearance Aligned Meta-Adaptation. CoRR (2021)
Erich Merrill, Stefan Lee, Fuxin Li, Thomas G. Dietterich, Alan Fern
Deep Convolution for Irregularly Sampled Temporal Point Clouds. CoRR (2021)
Matthew L. Olson, Roli Khanna, Lawrence Neal, Fuxin Li, Weng-Keen Wong
Counterfactual State Explanations for Reinforcement Learning Agents via Generative Deep Learning. CoRR (2021)
Saeed Khorram, Tyler Lawson, Fuxin Li
iGOS++: integrated gradient optimized saliency by bilateral perturbations. CHIL (2021)
Neale Ratzlaff, Qinxun Bai, Fuxin Li, Wei Xu
Generative Particle Variational Inference via Estimation of Functional Gradients. CoRR (2021)
Chanho Kim, Fuxin Li, Mazen Alotaibi, James M. Rehg
Discriminative Appearance Modeling With Multi-Track Pooling for Real-Time Multi-Object Tracking. CVPR (2021)
Robert DeBortoli, Fuxin Li, Ashish Kapoor, Geoffrey A. Hollinger
Adversarial Training on Point Clouds for Sim-to-Real 3D Object Detection. IEEE Robotics Autom. Lett. 6 (4) (2021)
Kunfeng Wang, Fei-Yue Wang, Visvanathan Ramesh, Ashish Shrivastava, David Vázquez, Fuxin Li
Generating virtual images for promoting visual artificial intelligence. Neurocomputing 394 (2020)
Saeed Khorram, Tyler Lawson, Fuxin Li
iGOS++: Integrated Gradient Optimized Saliency by Bilateral Perturbations. CoRR (2020)
Ziwen Chen, Wenxuan Wu, Zhongang Qi, Fuxin Li
Visualizing point cloud classifiers by curvature smoothing. BMVC (2020)
Jun Li, Fuxin Li, Sinisa Todorovic
Efficient Riemannian Optimization on the Stiefel Manifold via the Cayley Transform. CoRR (2020)
Wenxuan Wu, Zhiyuan Wang, Zhuwen Li, Wei Liu, Fuxin Li
PointPWC-Net: Cost Volume on Point Clouds for (Self-)Supervised Scene Flow Estimation. ECCV (5) (2020)
Jun Li, Fuxin Li, Sinisa Todorovic
Efficient Riemannian Optimization on the Stiefel Manifold via the Cayley Transform. ICLR (2020)
Hung Nguyen, Jay Patravali, Fuxin Li, Alan Fern
Learning Intuitive Physics by Explaining Surprise. CVPR Workshops (2020)
Neale Ratzlaff, Qinxun Bai, Fuxin Li, Wei Xu
Implicit Generative Modeling for Efficient Exploration. ICML (2020)
Jialin Yuan, Chao Chen, Fuxin Li
Deep Variational Instance Segmentation. NeurIPS (2020)
Vivswan Shitole, Fuxin Li, Minsuk Kahng, Prasad Tadepalli, Alan Fern
Structured Attention Graphs for Understanding Deep Image Classifications. CoRR (2020)
Xingyi Li, Zhongang Qi, Xiaoli Z. Fern, Fuxin Li
ScaleNet - Improve CNNs through Recursively Rescaling Objects. AAAI (2020)
Jialin Yuan, Chao Chen, Fuxin Li
Deep Variational Instance Segmentation. CoRR (2020)
Zhongang Qi, Saeed Khorram, Fuxin Li
Visualizing Deep Networks by Optimizing with Integrated Gradients. AAAI (2020)
Wenxuan Wu, Zhongang Qi, Fuxin Li
PointConv: Deep Convolutional Networks on 3D Point Clouds. CVPR (2019)
Mandana Hamidi-Haines, Zhongang Qi, Alan Fern, Fuxin Li, Prasad Tadepalli
Interactive Naming for Explaining Deep Neural Networks: A Formative Study. IUI Workshops (2019)
Zhongang Qi, Saeed Khorram, Fuxin Li
Visualizing Deep Networks by Optimizing with Integrated Gradients. CVPR Workshops (2019)
Matthew L. Olson, Lawrence Neal, Fuxin Li, Weng-Keen Wong
Counterfactual States for Atari Agents via Generative Deep Learning. CoRR (2019)
Xinyao Wang, Liefeng Bo, Fuxin Li
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression. ICCV (2019)
Neale Ratzlaff, Fuxin Li
HyperGAN: A Generative Model for Diverse, Performant Neural Networks. CoRR (2019)
Ziwen Chen, Wenxuan Wu, Zhongang Qi, Fuxin Li
Visualizing Point Cloud Classifiers by Curvature Smoothing. CoRR (2019)
Xiaoling Hu, Fuxin Li, Dimitris Samaras, Chao Chen
Topology-Preserving Deep Image Segmentation. CoRR (2019)
Zhongang Qi, Saeed Khorram, Fuxin Li
Visualizing Deep Networks by Optimizing with Integrated Gradients. CoRR (2019)
Neale Ratzlaff, Fuxin Li
HyperGAN: A Generative Model for Diverse, Performant Neural Networks. ICML (2019)
Neale Ratzlaff, Qinxun Bai, Fuxin Li, Wei Xu
Implicit Generative Modeling for Efficient Exploration. CoRR (2019)
Xinyao Wang, Liefeng Bo, Fuxin Li
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression. CoRR (2019)
Wenxuan Wu, Zhiyuan Wang, Zhuwen Li, Wei Liu, Fuxin Li
PointPWC-Net: A Coarse-to-Fine Network for Supervised and Self-Supervised Scene Flow Estimation on 3D Point Clouds. CoRR (2019)
Robert DeBortoli, Fuxin Li, Geoffrey A. Hollinger
ElevateNet: A Convolutional Neural Network for Estimating the Missing Dimension in 2D Underwater Sonar Images. IROS (2019)
Xiaoling Hu, Fuxin Li, Dimitris Samaras, Chao Chen
Topology-Preserving Deep Image Segmentation. NeurIPS (2019)
Wenxuan Wu, Zhongang Qi, Fuxin Li
PointConv: Deep Convolutional Networks on 3D Point Clouds. CoRR (2018)
Peng Lei, Fuxin Li, Sinisa Todorovic
Boundary Flow: A Siamese Network That Predicts Boundary Motion Without Training on Motion. CVPR (2018)
Chanho Kim, Fuxin Li, James M. Rehg
Multi-object Tracking with Neural Gating Using Bilinear LSTM. ECCV (8) (2018)
Neale Ratzlaff, Fuxin Li
Unifying Bilateral Filtering and Adversarial Training for Robust Neural Networks. CoRR (2018)
Rahul Sawhney, Fuxin Li, Henrik I. Christensen, Charles L. Isbell Jr.
Purely Geometric Scene Association and Retrieval - A Case for Macro Scale 3D Geometry. CoRR (2018)
Jaegul Choo, Hannah Kim, Edward Clarkson, Zhicheng Liu, Changhyun Lee, Fuxin Li, Hanseung Lee, Ramakrishnan Kannan, Charles D. Stolper, John T. Stasko, Haesun Park
VisIRR: A Visual Analytics System for Information Retrieval and Recommendation for Large-Scale Document Data. ACM Trans. Knowl. Discov. Data 12 (1) (2018)
Robert DeBortoli, Austin Nicolai, Fuxin Li, Geoffrey A. Hollinger
Real-Time Underwater 3D Reconstruction Using Global Context and Active Labeling. ICRA (2018)
Lawrence Neal, Matthew L. Olson, Xiaoli Z. Fern, Weng-Keen Wong, Fuxin Li
Open Set Learning with Counterfactual Images. ECCV (6) (2018)
Mandana Hamidi-Haines, Zhongang Qi, Alan Fern, Fuxin Li, Prasad Tadepalli
Interactive Naming for Explaining Deep Neural Networks: A Formative Study. CoRR (2018)
Zhongang Qi, Fuxin Li
Embedding Deep Networks into Visual Explanations. CoRR (2017)
Xingyi Li, Fuxin Li, Xiaoli Z. Fern, Raviv Raich
Filter shaping for Convolutional Neural Networks. ICLR (Poster) (2017)
Xin Li, Fuxin Li
Adversarial Examples Detection in Deep Networks with Convolutional Filter Statistics. ICCV (2017)
Peng Lei, Fuxin Li, Sinisa Todorovic
Joint Spatio-Temporal Boundary Detection and Boundary Flow Prediction with a Fully Convolutional Siamese Network. CoRR (2017)
Juan Liu, Zhengyang Wu, Fuxin Li
Ranking video segments with LSTM and determinantal point processes. ICIP (2017)
Xin Li, Fuxin Li
Adversarial Examples Detection in Deep Networks with Convolutional Filter Statistics. CoRR (2016)
Zhaoyang Lv, Chris Beall, Pablo F. Alcantarilla, Fuxin Li, Zsolt Kira, Frank Dellaert
A Continuous Optimization Approach for Efficient and Accurate Scene Flow. CoRR (2016)
Zhaoyang Lv, Chris Beall, Pablo F. Alcantarilla, Fuxin Li, Zsolt Kira, Frank Dellaert
A Continuous Optimization Approach for Efficient and Accurate Scene Flow. ECCV (8) (2016)
Zhengyang Wu, Fuxin Li, Rahul Sukthankar, James M. Rehg
Robust video segment proposals with painless occlusion handling. CVPR (2015)
Chanho Kim, Fuxin Li, Arridhana Ciptadi, James M. Rehg
Multiple Hypothesis Tracking Revisited. ICCV (2015)
Shenghua Liu, Xueqi Cheng, Fuxin Li, Fangtao Li
TASC: Topic-Adaptive Sentiment Classification on Dynamic Tweets. IEEE Trans. Knowl. Data Eng. 27 (6) (2015)
Yu-Ying Liu, Shuang Li, Fuxin Li, Le Song, James M. Rehg
Efficient Learning of Continuous-Time Hidden Markov Models for Disease Progression. NIPS (2015)
Xiaochen Sun, Ning-Ning Feng, Fuxin Li, Zhian Shao
Parallel optical engine using vertical coaxial alignment. OFC (2015)
Ahmad Humayun, Fuxin Li, James M. Rehg
The Middle Child Problem: Revisiting Parametric Min-Cut and Seeds for Object Proposals. ICCV (2015)
Thomas Brox, Fabio Galasso, Fuxin Li, James Matthew Rehg, Bernt Schiele
First International Workshop on Video Segmentation - Panel Discussion. ECCV Workshops (4) (2014)
Abhijit Kundu, Yin Li, Frank Dellaert, Fuxin Li, James M. Rehg
Joint Semantic Segmentation and 3D Reconstruction from Monocular Video. ECCV (6) (2014)
Ahmad Humayun, Fuxin Li, James M. Rehg
RIGOR: Reusing Inference in Graph Cuts for Generating Object Regions. CVPR (2014)
Rahul Sawhney, Fuxin Li, Henrik I. Christensen
GASP: Geometric Association with Surface Patches. 3DV (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Fuxin Li