Dieqiao Feng
5 papers · 2020–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (14) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(14)
Conferences
NIPS (3)
ICML (1)
IJCAI (1)
Top co-authors
Keywords
curriculum learning
(2)
sokoban planning
(2)
deep reinforcement learning
(2)
policy learning
(1)
geometric deep learning
(1)
best-first search
(1)
gradient estimation
(1)
top-k classification
(1)
deep neural network
(1)
heavy-tailed distribution
(1)
equivariant graph neural network
(1)
policy network
(1)
value network
(1)
cross-entropy loss
(1)
molecular property prediction
(1)
noisy datum
(1)
ai planning
(1)
curiosity-driven exploration
(1)
automated curriculum
(1)
weighted sampling
(1)
Papers
A new perspective on building efficient and expressive 3D equivariant graph neural networks
NIPS 2023
Weighted Sampling without Replacement for Deep Top-$k$ Classification
ICML 2023
Left Heavy Tails and the Effectiveness of the Policy and Value Networks in DNN-based best-first search for Sokoban Planning
NIPS 2022
A Novel Automated Curriculum Strategy to Solve Hard Sokoban Planning Instances
NIPS 2020
Solving Hard AI Planning Instances Using Curriculum-Driven Deep Reinforcement Learning
IJCAI 2020