Chengyang Ying
12 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Renaissance Researcher (5) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (7)
πΊοΈ
Taxonomy Completionist
(28)
π
Conference Polyglot
(4)
π€
Dynamic Duo
(12)
π
Trend Setter
π
Century Club
(12)
β‘
Prolific Year
(5)
Conferences
ICML (5)
IJCAI (3)
ICLR (2)
NIPS (2)
Top co-authors
Research topics
Keywords
partial differential equation
(3)
sample efficiency
(2)
neural operator
(2)
certified robustness
(1)
visual reinforcement learning
(1)
importance sampling
(1)
attention mechanism
(1)
k-d tree
(1)
bias correction
(1)
skill discovery
(1)
machine learning
(1)
safe reinforcement learning
(1)
conditional value-at-risk
(1)
risk-sensitive optimization
(1)
randomized smoothing
(1)
continuous control
(1)
adversarial defense
(1)
operator learning
(1)
robustness certification
(1)
off-policy evaluation
(1)
Papers
Self-Consistent Model-based Adaptation for Visual Reinforcement Learning
IJCAI 2025
PEAC: Unsupervised Pre-training for Cross-Embodiment Reinforcement Learning
NIPS 2024
Fourier Controller Networks for Real-Time Decision-Making in Embodied Learning
ICML 2024
DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training
ICML 2024
NUNO: A General Framework for Learning Parametric PDEs with Non-Uniform Data
ICML 2023
Offline Reinforcement Learning via High-Fidelity Generative Behavior Modeling
ICLR 2023
Bi-level Physics-Informed Neural Networks for PDE Constrained Optimization using Broyden's Hypergradients
ICLR 2023
GNOT: A General Neural Operator Transformer for Operator Learning
ICML 2023
On the Reuse Bias in Off-Policy Reinforcement Learning
IJCAI 2023
Towards Safe Reinforcement Learning via Constraining Conditional Value-at-Risk
IJCAI 2022
GSmooth: Certified Robustness against Semantic Transformations via Generalized Randomized Smoothing
ICML 2022
A Unified Hard-Constraint Framework for Solving Geometrically Complex PDEs
NIPS 2022