Zhiao Huang
23 papers · 2017–2025 · 5 conferences · across top CS/AI conferences
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(16)
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(23)
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(7)
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Century Club
(23)
Conferences
ICLR (7)
NIPS (6)
ICML (4)
CORL (3)
RSS (3)
Top co-authors
Keywords
graph neural network
(3)
deformable object manipulation
(2)
model-based reinforcement learning
(2)
reinforcement learning
(2)
convolutional neural network
(2)
trajectory optimization
(2)
hierarchical planning
(1)
policy gradient
(1)
robotic manipulation
(1)
object detection
(1)
chain-of-thought reasoning
(1)
instance segmentation
(1)
embodied ai
(1)
task generalization
(1)
gradient-based optimization
(1)
pose estimation
(1)
graph classification
(1)
value function
(1)
natural language
(1)
message passing
(1)
Papers
Reward-free World Models for Online Imitation Learning
ICML 2025
Demonstrating GPU Parallelized Robot Simulation and Rendering for Generalizable Embodied AI with ManiSkill3
RSS 2025
Diffusion Dynamics Models with Generative State Estimation for Cloth Manipulation
CORL 2025
Chain-of-Thought Predictive Control
ICML 2024
MovingParts: Motion-based 3D Part Discovery in Dynamic Radiance Field
ICLR 2024
Deductive Verification of Chain-of-Thought Reasoning
NIPS 2023
Abstract-to-Executable Trajectory Translation for One-Shot Task Generalization
ICML 2023
RoboNinja: Learning an Adaptive Cutting Policy for Multi-Material Objects
RSS 2023
Reparameterized Policy Learning for Multimodal Trajectory Optimization
ICML 2023
DexDeform: Dexterous Deformable Object Manipulation with Human Demonstrations and Differentiable Physics
ICLR 2023
ManiSkill2: A Unified Benchmark for Generalizable Manipulation Skills
ICLR 2023
DiffVL: Scaling Up Soft Body Manipulation using Vision-Language Driven Differentiable Physics
NIPS 2023
DiffSkill: Skill Abstraction from Differentiable Physics for Deformable Object Manipulations with Tools
ICLR 2022
Planning with Spatial-Temporal Abstraction from Point Clouds for Deformable Object Manipulation
CORL 2022
Learning Multi-Object Dynamics with Compositional Neural Radiance Fields
CORL 2022
Contact Points Discovery for Soft-Body Manipulations with Differentiable Physics
ICLR 2022
RoboCraft: Learning to See, Simulate, and Shape Elasto-Plastic Objects with Graph Networks
RSS 2022
PlasticineLab: A Soft-Body Manipulation Benchmark with Differentiable Physics
ICLR 2021
Learning to Group: A Bottom-Up Framework for 3D Part Discovery in Unseen Categories
ICLR 2020
Towards Scale-Invariant Graph-related Problem Solving by Iterative Homogeneous GNNs
NIPS 2020
Mapping State Space using Landmarks for Universal Goal Reaching
NIPS 2019
Object-Oriented Dynamics Predictor
NIPS 2018
Associative Embedding: End-to-End Learning for Joint Detection and Grouping
NIPS 2017