Yuanpei Chen
27 papers · 2022–2026 · 8 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (7) π Renaissance Researcher (6) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (6)
π§
Keyword Pioneer
π¬
Deep Specialist
(10)
π
Keyword Champion
(2)
π€
Dynamic Duo
(16)
ποΈ
Keyword Collector
(87)
β‘
Prolific Year
(7)
π
Century Club
(25)
π₯
Unstoppable
(5)
Conferences
NIPS (7)
CORL (6)
CVPR (4)
AAAI (3)
ECCV (2)
ICCV (2)
ICML (2)
ACL (1)
Top co-authors
Keywords
spiking neural network
(10)
sim-to-real transfer
(4)
energy efficiency
(3)
surrogate gradient
(3)
reinforcement learning
(2)
dexterous grasping
(2)
dexterous manipulation
(2)
radar semantic segmentation
(2)
bimanual manipulation
(2)
binary spike
(2)
multi-agent reinforcement learning
(2)
membrane potential
(2)
quantization error
(2)
robotic manipulation
(2)
imitation learning
(1)
contrastive learning
(1)
representation learning
(1)
self-attention mechanism
(1)
kl divergence
(1)
offline reinforcement learning
(1)
Papers
Communication-Efficient Desire Alignment for Proactive Embodied HumanβAgent Interaction
ACL 2026
DexGraspVLA: A Vision-Language-Action Framework Towards General Dexterous Grasping
AAAI 2026
ReverB-SNN: Reversing Bit of the Weight and Activation for Spiking Neural Networks
ICML 2025
ClutterDexGrasp: A Sim-to-Real System for General Dexterous Grasping in Cluttered Scenes
CORL 2025
Spiking Transformer: Introducing Accurate Addition-Only Spiking Self-Attention for Transformer
CVPR 2025
Falcon: Fast Visuomotor Policies via Partial Denoising
ICML 2025
Object-Centric Dexterous Manipulation from Human Motion Data
CORL 2024
Neural Attention Field: Emerging Point Relevance in 3D Scenes for One-Shot Dexterous Grasping
CORL 2024
Enhancing Representation of Spiking Neural Networks via Similarity-Sensitive Contrastive Learning
AAAI 2024
Ternary Spike: Learning Ternary Spikes for Spiking Neural Networks
AAAI 2024
TARSS-Net: Temporal-Aware Radar Semantic Segmentation Network
NIPS 2024
GarmentLab: A Unified Simulation and Benchmark for Garment Manipulation
NIPS 2024
Take A Shortcut Back: Mitigating the Gradient Vanishing for Training Spiking Neural Networks
NIPS 2024
EnOF-SNN: Training Accurate Spiking Neural Networks via Enhancing the Output Feature
NIPS 2024
Learning to Manipulate Anywhere: A Visual Generalizable Framework For Reinforcement Learning
CORL 2024
RMP-Loss: Regularizing Membrane Potential Distribution for Spiking Neural Networks
ICCV 2023
Sequential Dexterity: Chaining Dexterous Policies for Long-Horizon Manipulation
CORL 2023
Dynamic Handover: Throw and Catch with Bimanual Hands
CORL 2023
Spiking PointNet: Spiking Neural Networks for Point Clouds
NIPS 2023
PeakConv: Learning Peak Receptive Field for Radar Semantic Segmentation
CVPR 2023
Deep Dive Into Gradients: Better Optimization for 3D Object Detection With Gradient-Corrected IoU Supervision
CVPR 2023
Membrane Potential Batch Normalization for Spiking Neural Networks
ICCV 2023
Towards Human-Level Bimanual Dexterous Manipulation with Reinforcement Learning
NIPS 2022
IM-Loss: Information Maximization Loss for Spiking Neural Networks
NIPS 2022
Reducing Information Loss for Spiking Neural Networks
ECCV 2022
Real Spike: Learning Real-Valued Spikes for Spiking Neural Networks
ECCV 2022
RecDis-SNN: Rectifying Membrane Potential Distribution for Directly Training Spiking Neural Networks
CVPR 2022