Tao Du
14 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (20) π Renaissance Researcher (5)
π
Conference Polyglot
(5)
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Academic Marathon
(6)
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Cross-Pollinator
(5)
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Century Club
(14)
π₯
Unstoppable
(7)
Conferences
ICLR (5)
ICML (4)
NIPS (3)
CORL (1)
ECCV (1)
Top co-authors
Keywords
differentiable simulation
(3)
partial differential equation
(2)
gradient-based optimization
(1)
trajectory prediction
(1)
multi-modal learning
(1)
visual reasoning
(1)
continuous optimization
(1)
optimal control
(1)
concept learning
(1)
conjugate gradient
(1)
pareto optimality
(1)
multi-objective optimization
(1)
latent representation
(1)
variational autoencoder
(1)
neural network surrogate
(1)
fluid dynamics
(1)
counterfactual reasoning
(1)
system design
(1)
neural control
(1)
shape optimization
(1)
Papers
TopoGaussian: Inferring Internal Topology Structures from Visual Clues
ICLR 2025
NeuralFluid: Nueral Fluidic System Design and Control with Differentiable Simulation
NIPS 2024
ScissorBot: Learning Generalizable Scissor Skill for Paper Cutting via Simulation, Imitation, and Sim2Real
CORL 2024
Parameterized Quasi-Physical Simulators for Dexterous Manipulations Transfer
ECCV 2024
Learning Neural Constitutive Laws from Motion Observations for Generalizable PDE Dynamics
ICML 2023
Learning Preconditioners for Conjugate Gradient PDE Solvers
ICML 2023
DexDeform: Dexterous Deformable Object Manipulation with Human Demonstrations and Differentiable Physics
ICLR 2023
Contact Points Discovery for Soft-Body Manipulations with Differentiable Physics
ICLR 2022
RISP: Rendering-Invariant State Predictor with Differentiable Simulation and Rendering for Cross-Domain Parameter Estimation
ICLR 2022
Fast Aquatic Swimmer Optimization with Differentiable Projective Dynamics and Neural Network Hydrodynamic Models
ICML 2022
Dynamic Visual Reasoning by Learning Differentiable Physics Models from Video and Language
NIPS 2021
PlasticineLab: A Soft-Body Manipulation Benchmark with Differentiable Physics
ICLR 2021
Efficient Continuous Pareto Exploration in Multi-Task Learning
ICML 2020
Learning-In-The-Loop Optimization: End-To-End Control And Co-Design Of Soft Robots Through Learned Deep Latent Representations
NIPS 2019