| 2026 | KDD | Uncertainty-Aware Planning for Disambiguating User Intent in Interactive LLM Agents: Application to Baidu Maps. | Deqiang Huang, Xinjiang Lu, Jingbo Zhou, Nijia Lu, Fuxin Li, Bo Hong, Chuanming Zhang, Tong Xu, Enhong Chen |
| 2025 | AAAI | Data Augmentation Approaches for Satellite Imagery. | Laurel M. Hopkins, Weng-Keen Wong, Hannah Kerner, Fuxin Li, Rebecca A. Hutchinson |
| 2025 | ICCV | Long-LRM: Long-Sequence Large Reconstruction Model for Wide-Coverage Gaussian Splats. | Ziwen Chen, Hao Tan, Kai Zhang, Sai Bi, Fujun Luan, Yicong Hong, Fuxin Li, Zexiang Xu |
| 2025 | ICLR | Point-based Instance Completion with Scene Constraints. | Wesley Khademi, Fuxin Li |
| 2024 | CoRL | Simple Masked Training Strategies Yield Control Policies That Are Robust to Sensor Failure. | Skand Peri, Bikram Pandit, Chanho Kim, Fuxin Li, Stefan Lee |
| 2024 | CVPR | Comparing the Decision-Making Mechanisms by Transformers and CNNs via Explanation Methods. | Mingqi Jiang, Saeed Khorram, Fuxin Li |
| 2024 | CVPR | Taming the Tail in Class-Conditional GANs: Knowledge Sharing via Unconditional Training at Lower Resolutions. | Saeed Khorram, Mingqi Jiang, Mohamad Shahbazi, Mohamad H. Danesh, Fuxin Li |
| 2024 | CVPR | Object Dynamics Modeling with Hierarchical Point Cloud-Based Representations. | Chanho Kim, Fuxin Li |
| 2024 | ICRA | Out of Sight, Still in Mind: Reasoning and Planning about Unobserved Objects with Video Tracking Enabled Memory Models. | Yixuan Huang, Jialin Yuan, Chanho Kim, Pupul Pradhan, Bryan Chen, Fuxin Li, Tucker Hermans |
| 2024 | ICRA | Point Cloud Models Improve Visual Robustness in Robotic Learners. | Skand Peri, Iain Lee, Chanho Kim, Fuxin Li, Tucker Hermans, Stefan Lee |
| 2024 | ICRA | CVAE-SM: A Conditional Variational Autoencoder with Style Modulation for Efficient Uncertainty Quantification. | Amin Ullah, Taiqing Yan, Fuxin Li |
| 2023 | BMVC | Diverse Explanations for Object Detectors with Nesterov-Accelerated iGOS++. | Mingqi Jiang, Saeed Khorram, Fuxin Li |
| 2023 | CVPR | AutoFocusFormer: Image Segmentation off the Grid. | Ziwen Chen, Kaushik Patnaik, Shuangfei Zhai, Alvin Wan, Zhile Ren, Alexander G. Schwing, Alex Colburn, Fuxin Li |
| 2023 | CVPR | PointConvFormer: Revenge of the Point-based Convolution. | Wenxuan Wu, Fuxin Li, Qi Shan |
| 2023 | ICRA | Real-Time Generative Grasping with Spatio-temporal Sparse Convolution. | Timothy R. Player, Dongsik Chang, Fuxin Li, Geoffrey A. Hollinger |
| 2023 | WACV | Improving the Robustness of Point Convolution on k-Nearest Neighbor Neighborhoods with a Viewpoint-Invariant Coordinate Transform. | Xingyi Li, Wenxuan Wu, Xiaoli Z. Fern, Fuxin Li |
| 2022 | CVPR | Cycle-Consistent Counterfactuals by Latent Transformations. | Saeed Khorram, Fuxin Li |
| 2022 | ECCV | BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation. | Ye Yu, Jialing Yuan, Gaurav Mittal, Fuxin Li, Mei Chen |
| 2021 | CVPR | Discriminative Appearance Modeling With Multi-Track Pooling for Real-Time Multi-Object Tracking. | Chanho Kim, Fuxin Li, Mazen Alotaibi, James M. Rehg |
| 2021 | ICCV | Unsupervised Few-Shot Action Recognition via Action-Appearance Aligned Meta-Adaptation. | Jay Patravali, Gaurav Mittal, Ye Yu, Fuxin Li, Mei Chen |
| 2021 | ICLR | Topology-Aware Segmentation Using Discrete Morse Theory. | Xiaoling Hu, Yusu Wang, Fuxin Li, Dimitris Samaras, Chao Chen |
| 2021 | ICML | Generative Particle Variational Inference via Estimation of Functional Gradients. | Neale Ratzlaff, Qinxun Bai, Fuxin Li, Wei Xu |
| 2020 | AAAI | ScaleNet - Improve CNNs through Recursively Rescaling Objects. | Xingyi Li, Zhongang Qi, Xiaoli Z. Fern, Fuxin Li |
| 2020 | AAAI | Visualizing Deep Networks by Optimizing with Integrated Gradients. | Zhongang Qi, Saeed Khorram, Fuxin Li |
| 2020 | BMVC | Visualizing point cloud classifiers by curvature smoothing. | Ziwen Chen, Wenxuan Wu, Zhongang Qi, Fuxin Li |
| 2020 | CVPR | Learning Intuitive Physics by Explaining Surprise. | Hung Nguyen, Jay Patravali, Fuxin Li, Alan Fern |
| 2020 | ECCV | PointPWC-Net: Cost Volume on Point Clouds for (Self-)Supervised Scene Flow Estimation. | Wenxuan Wu, Zhiyuan Wang, Zhuwen Li, Wei Liu, Fuxin Li |
| 2020 | ICLR | Efficient Riemannian Optimization on the Stiefel Manifold via the Cayley Transform. | Jun Li, Fuxin Li, Sinisa Todorovic |
| 2020 | ICML | Implicit Generative Modeling for Efficient Exploration. | Neale Ratzlaff, Qinxun Bai, Fuxin Li, Wei Xu |
| 2019 | CVPR | Visualizing Deep Networks by Optimizing with Integrated Gradients. | Zhongang Qi, Saeed Khorram, Fuxin Li |
| 2019 | CVPR | PointConv: Deep Convolutional Networks on 3D Point Clouds. | Wenxuan Wu, Zhongang Qi, Fuxin Li |
| 2019 | ICCV | Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression. | Xinyao Wang, Liefeng Bo, Fuxin Li |
| 2019 | ICML | HyperGAN: A Generative Model for Diverse, Performant Neural Networks. | Neale Ratzlaff, Fuxin Li |
| 2019 | IROS | ElevateNet: A Convolutional Neural Network for Estimating the Missing Dimension in 2D Underwater Sonar Images. | Robert DeBortoli, Fuxin Li, Geoffrey A. Hollinger |
| 2019 | IUI | Interactive Naming for Explaining Deep Neural Networks: A Formative Study. | Mandana Hamidi-Haines, Zhongang Qi, Alan Fern, Fuxin Li, Prasad Tadepalli |
| 2018 | CVPR | Boundary Flow: A Siamese Network That Predicts Boundary Motion Without Training on Motion. | Peng Lei, Fuxin Li, Sinisa Todorovic |
| 2018 | ECCV | Multi-object Tracking with Neural Gating Using Bilinear LSTM. | Chanho Kim, Fuxin Li, James M. Rehg |
| 2018 | ECCV | Open Set Learning with Counterfactual Images. | Lawrence Neal, Matthew L. Olson, Xiaoli Z. Fern, Weng-Keen Wong, Fuxin Li |
| 2018 | ICRA | Real-Time Underwater 3D Reconstruction Using Global Context and Active Labeling. | Robert DeBortoli, Austin Nicolai, Fuxin Li, Geoffrey A. Hollinger |
| 2017 | ICCV | Adversarial Examples Detection in Deep Networks with Convolutional Filter Statistics. | Xin Li, Fuxin Li |
| 2017 | ICIP | Ranking video segments with LSTM and determinantal point processes. | Juan Liu, Zhengyang Wu, Fuxin Li |
| 2017 | ICLR | Filter shaping for Convolutional Neural Networks. | Xingyi Li, Fuxin Li, Xiaoli Z. Fern, Raviv Raich |
| 2016 | ECCV | A Continuous Optimization Approach for Efficient and Accurate Scene Flow. | Zhaoyang Lv, Chris Beall, Pablo F. Alcantarilla, Fuxin Li, Zsolt Kira, Frank Dellaert |
| 2015 | CVPR | Robust video segment proposals with painless occlusion handling. | Zhengyang Wu, Fuxin Li, Rahul Sukthankar, James M. Rehg |
| 2015 | ICCV | The Middle Child Problem: Revisiting Parametric Min-Cut and Seeds for Object Proposals. | Ahmad Humayun, Fuxin Li, James M. Rehg |
| 2015 | ICCV | Multiple Hypothesis Tracking Revisited. | Chanho Kim, Fuxin Li, Arridhana Ciptadi, James M. Rehg |
| 2014 | CVPR | RIGOR: Reusing Inference in Graph Cuts for Generating Object Regions. | Ahmad Humayun, Fuxin Li, James M. Rehg |
| 2014 | ECCV | First International Workshop on Video Segmentation - Panel Discussion. | Thomas Brox, Fabio Galasso, Fuxin Li, James Matthew Rehg, Bernt Schiele |
| 2014 | ECCV | Joint Semantic Segmentation and 3D Reconstruction from Monocular Video. | Abhijit Kundu, Yin Li, Frank Dellaert, Fuxin Li, James M. Rehg |
| 2013 | AISTATS | Beyond Sentiment: The Manifold of Human Emotions. | Seungyeon Kim, Fuxin Li, Guy Lebanon, Irfan A. Essa |
| 2013 | CIKM | Adaptive co-training SVM for sentiment classification on tweets. | Shenghua Liu, Fuxin Li, Fangtao Li, Xueqi Cheng, Huawei Shen |
| 2013 | CVPR | Composite Statistical Inference for Semantic Segmentation. | Fuxin Li, Joo Carreira, Guy Lebanon, Cristian Sminchisescu |
| 2013 | ICCV | Video Segmentation by Tracking Many Figure-Ground Segments. | Fuxin Li, Taeyoung Kim, Ahmad Humayun, David Tsai, James M. Rehg |
| 2013 | WSDM | Learning multiple-question decision trees for cold-start recommendation. | Mingxuan Sun, Fuxin Li, Joonseok Lee, Ke Zhou, Guy Lebanon, Hongyuan Zha |
| 2012 | CVPR | Chebyshev approximations to the histogram χ | Fuxin Li, Guy Lebanon, Cristian Sminchisescu |
| 2012 | ECCV | Fourier Kernel Learning. | Eduard Gabriel Bazavan, Fuxin Li, Cristian Sminchisescu |
| 2011 | ICCV | Latent structured models for human pose estimation. | Catalin Ionescu, Fuxin Li, Cristian Sminchisescu |
| 2010 | CVPR | Object recognition as ranking holistic figure-ground hypotheses. | Fuxin Li, Joo Carreira, Cristian Sminchisescu |
| 2008 | ISNN | Path Algorithms for One-Class SVM. | Liang Zhou, Fuxin Li, Yanwu Yang |
| 2007 | ICML | A transductive framework of distance metric learning by spectral dimensionality reduction. | Fuxin Li, Jian Yang, Jue Wang |
| 2005 | IJCNN | A better scaled local tangent space alignment algorithm. | Jian Yang, Fuxin Li, Jue Wang |