← Authors

Fuchun Sun

57 papers · 2015–2026 · 12 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (12) πŸƒ Academic Marathon (10) 🐝 Cross-Pollinator (8) 🌈 Renaissance Researcher (8) πŸ—ΊοΈ Taxonomy Completionist (78) πŸ† Keyword Champion (2) 🀝 Dynamic Duo (21) πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ—ƒοΈ Keyword Collector (191) πŸ’Ž Century Club (56) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (11) ⚑ Prolific Year (8) πŸ“ˆ Trend Setter

Conferences

ICML (10) CVPR (9) AAAI (8) IJCAI (7) NIPS (6) ECCV (5) ICLR (3) RSS (3) CORL (2) ICCV (2) CLEAR (1) WACV (1)

Top co-authors

Wenbing Huang (21) Huaping Liu (17) Yikai Wang (11) Yu Luo (6) Wenwen Qiang (6) Jiangmeng Li (6) Changwen Zheng (6) Anbang Yao (6) Di Guo (5) Lele Cao (5)

Keywords

object detection (6) reinforcement learning (6) imitation learning (4) graph representation (3) knowledge distillation (3) model compression (3) convolutional neural network (3) policy optimization (3) generative adversarial network (3) contrastive learning (2) image captioning (2) point cloud (2) 3d object detection (2) embodied ai (2) causal inference (2) semantic segmentation (2) catastrophic forgetting (2) robotic manipulation (2) unsupervised learning (2) sparse coding (2)

Papers

Behavior Regularization with Flow Latent Policy for Offline Reinforcement Learning AAAI 2026
Slimming the Fat-Tail: Morphing-Flow for Adaptive Time Series Modeling ICML 2025
Towards the Causal Complete Cause of Multi-Modal Representation Learning ICML 2025
Evolutionary Reinforcement Learning with Parameterized Action Primitives for Diverse Manipulation Tasks AAAI 2025
BayesPrompt: Prompting Large-Scale Pre-Trained Language Models on Few-shot Inference via Debiased Domain Abstraction ICLR 2024
Small Scale Data-Free Knowledge Distillation CVPR 2024
OMPO: A Unified Framework for RL under Policy and Dynamics Shifts ICML 2024
IIANet: An Intra- and Inter-Modality Attention Network for Audio-Visual Speech Separation ICML 2024
Seizing Serendipity: Exploiting the Value of Past Success in Off-Policy Actor-Critic ICML 2024
ACE: Off-Policy Actor-Critic with Causality-Aware Entropy Regularization ICML 2024
Hierarchical Topology Isomorphism Expertise Embedded Graph Contrastive Learning AAAI 2024
AnimatableDreamer: Text-Guided Non-rigid 3D Model Generation and Reconstruction with Canonical Score Distillation ECCV 2024
Vidu4D: Single Generated Video to High-Fidelity 4D Reconstruction with Dynamic Gaussian Surfels NIPS 2024
Offline-Boosted Actor-Critic: Adaptively Blending Optimal Historical Behaviors in Deep Off-Policy RL ICML 2024
Subequivariant Reinforcement Learning in 3D Multi-Entity Physical Environments ICML 2024
Disentangle and Remerge: Interventional Knowledge Distillation for Few-Shot Object Detection from a Conditional Causal Perspective AAAI 2023
Compacting Binary Neural Networks by Sparse Kernel Selection CVPR 2023
Measuring Acoustics with Collaborative Multiple Agents IJCAI 2023
Root Pose Decomposition Towards Generic Non-rigid 3D Reconstruction with Monocular Videos ICCV 2023
Subequivariant Graph Reinforcement Learning in 3D Environments ICML 2023
Timestamp-Supervised Action Segmentation from the Perspective of Clustering IJCAI 2023
Robust Causal Graph Representation Learning against Confounding Effects AAAI 2023
Sound Adversarial Audio-Visual Navigation ICLR 2022
When to Update Your Model: Constrained Model-based Reinforcement Learning NIPS 2022
Embodied Multi-Agent Task Planning from Ambiguous Instruction RSS 2022
Sim2Real Object-Centric Keypoint Detection and Description AAAI 2022
Causal Discovery for Linear Mixed Data CLEAR 2022
Bootstrapping Informative Graph Augmentation via A Meta Learning Approach IJCAI 2022
Multimodal Token Fusion for Vision Transformers CVPR 2022
Adversarial Texture for Fooling Person Detectors in the Physical World CVPR 2022
Bridged Transformer for Vision and Point Cloud 3D Object Detection CVPR 2022
SNAKE: Shape-aware Neural 3D Keypoint Field NIPS 2022
Equivariant Graph Mechanics Networks with Constraints ICLR 2022
Adversarial Option-Aware Hierarchical Imitation Learning ICML 2021
Evaluations of the Gap between Supervised and Reinforcement Lifelong Learning on Robotic Manipulation Tasks CORL 2021
Embodied Semantic Scene Graph Generation CORL 2021
Sub-Bit Neural Networks: Learning To Compress and Accelerate Binary Neural Networks ICCV 2021
MQA: Answering the Question via Robotic Manipulation RSS 2021
Multi-Agent Embodied Question Answering in Interactive Environments ECCV 2020
Reinforcement Learning from Imperfect Demonstrations under Soft Expert Guidance AAAI 2020
Single Satellite Optical Imagery Dehazing using SAR Image Prior Based on conditional Generative Adversarial Networks WACV 2020
Deep Multimodal Fusion by Channel Exchanging NIPS 2020
Towards Embodied Scene Description RSS 2020
Reusing Discriminators for Encoding: Towards Unsupervised Image-to-Image Translation CVPR 2020
Resolution Switchable Networks for Runtime Efficient Image Recognition ECCV 2020
A Boundary Based Out-of-Distribution Classifier for Generalized Zero-Shot Learning ECCV 2020
Task Transfer by Preference-Based Cost Learning AAAI 2019
Imitation Learning from Observations by Minimizing Inverse Dynamics Disagreement NIPS 2019
Deep Feature Pyramid Reconfiguration for Object Detection ECCV 2018
Efficient Optimization for Linear Dynamical Systems with Applications to Clustering and Sparse Coding NIPS 2017
RON: Reverse Connection With Objectness Prior Networks for Object Detection CVPR 2017
MAT: A Multimodal Attentive Translator for Image Captioning IJCAI 2017
HyperNet: Towards Accurate Region Proposal Generation and Joint Object Detection CVPR 2016
Learning Stable Linear Dynamical Systems with the Weighted Least Square Method IJCAI 2016
Sparse Coding and Dictionary Learning With Linear Dynamical Systems CVPR 2016
Robust Kernel Dictionary Learning Using a Whole Sequence Convergent Algorithm IJCAI 2015
Scalable Gaussian Process Regression Using Deep Neural Networks IJCAI 2015