Danfei Xu
31 papers · 2017–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (8) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (7) π Cross-Pollinator (11)
π
Cross-Pollinator
(11)
π
Renaissance Researcher
(7)
πΊοΈ
Taxonomy Completionist
(44)
π§¬
Topic Evolution
π
Keyword Champion
(3)
π
Century Club
(31)
ποΈ
Keyword Collector
(116)
β‘
Prolific Year
(6)
π₯
Unstoppable
(9)
π
Trend Setter
Conferences
CORL (16)
CVPR (5)
ICLR (4)
ECCV (2)
NIPS (2)
ICCV (1)
RSS (1)
Top co-authors
Keywords
imitation learning
(6)
long-horizon planning
(3)
reinforcement learning
(2)
robot manipulation
(2)
policy learning
(2)
diffusion model
(2)
vision transformer
(1)
semantic segmentation
(1)
representation learning
(1)
offline reinforcement learning
(1)
object detection
(1)
domain generalization
(1)
transfer learning
(1)
structured prediction
(1)
few-shot learning
(1)
uncertainty quantification
(1)
hierarchical learning
(1)
reward modeling
(1)
object recognition
(1)
visual perception
(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