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Danfei Xu

31 papers · 2017–2025 · 7 conferences · across top CS/AI conferences

Achievements

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+10 more ↓ πŸƒ Academic Marathon (8) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (7) 🐝 Cross-Pollinator (11)
🐝 Cross-Pollinator (11) 🌈 Renaissance Researcher (7) πŸ—ΊοΈ Taxonomy Completionist (44) 🧬 Topic Evolution πŸ† Keyword Champion (3) πŸ’Ž Century Club (31) πŸ—ƒοΈ Keyword Collector (116) ⚑ Prolific Year (6) πŸ”₯ Unstoppable (9) πŸ“ˆ Trend Setter

Conferences

CORL (16) CVPR (5) ICLR (4) ECCV (2) NIPS (2) ICCV (1) RSS (1)

Papers

ImMimic: Cross-Domain Imitation from Human Videos via Mapping and Interpolation CORL 2025 SAIL: Faster-than-Demonstration Execution of Imitation Learning Policies CORL 2025 What Matters in Learning from Large-Scale Datasets for Robot Manipulation ICLR 2025 LoRA3D: Low-Rank Self-Calibration of 3D Geometric Foundation models ICLR 2025 STORM: Spatio-TempOral Reconstruction Model For Large-Scale Outdoor Scenes ICLR 2025 Joint Model-based Model-free Diffusion for Planning with Constraints CORL 2025 Neural Visibility Field for Uncertainty-Driven Active Mapping CVPR 2024 Large Spatial Model: End-to-end Unposed Images to Semantic 3D NIPS 2024 NOD-TAMP: Generalizable Long-Horizon Planning with Neural Object Descriptors CORL 2024 Generative Factor Chaining: Coordinated Manipulation with Diffusion-based Factor Graph CORL 2024 MimicTouch: Leveraging Multi-modal Human Tactile Demonstrations for Contact-rich Manipulation CORL 2024 EmerNeRF: Emergent Spatial-Temporal Scene Decomposition via Self-Supervision ICLR 2024 Learning to Discern: Imitating Heterogeneous Human Demonstrations with Preference and Representation Learning CORL 2023 Neural Field Dynamics Model for Granular Object Piles Manipulation CORL 2023 Human-in-the-Loop Task and Motion Planning for Imitation Learning CORL 2023 MimicPlay: Long-Horizon Imitation Learning by Watching Human Play CORL 2023 Language-Guided Traffic Simulation via Scene-Level Diffusion CORL 2023 Generative Skill Chaining: Long-Horizon Skill Planning with Diffusion Models CORL 2023 Robust Trajectory Prediction against Adversarial Attacks CORL 2022 AdvDO: Realistic Adversarial Attacks for Trajectory Prediction ECCV 2022 What Matters in Learning from Offline Human Demonstrations for Robot Manipulation CORL 2021 Co-GAIL: Learning Diverse Strategies for Human-Robot Collaboration CORL 2021 GTI: Learning to Generalize across Long-Horizon Tasks from Human Demonstrations RSS 2020 Positive-Unlabeled Reward Learning CORL 2020 Procedure Planning in Instructional Videos ECCV 2020 Situational Fusion of Visual Representation for Visual Navigation ICCV 2019 Neural Task Graphs: Generalizing to Unseen Tasks From a Single Video Demonstration CVPR 2019 DenseFusion: 6D Object Pose Estimation by Iterative Dense Fusion CVPR 2019 Regression Planning Networks NIPS 2019 PointFusion: Deep Sensor Fusion for 3D Bounding Box Estimation CVPR 2018 Scene Graph Generation by Iterative Message Passing CVPR 2017