Mengjiao Yang
11 papers · 2020–2022 · 5 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🐝 Cross-Pollinator (13)
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Conference Polyglot
(5)
🐣
Hot Topic Early Bird
👑
Triple Crown
🌱
Topic Pioneer
💎
Century Club
(11)
⚡
Prolific Year
(5)
🗃️
Keyword Collector
(52)
Conferences
ICML (4)
NIPS (3)
ICLR (2)
AISTATS (1)
EMNLP (1)
Top co-authors
Research topics
Keywords
offline reinforcement learning
(3)
distribution correction
(2)
state representation
(2)
imitation learning
(2)
representation learning
(2)
off-policy evaluation
(2)
sample efficiency
(1)
domain adaptation
(1)
reinforcement learning
(1)
self-attention mechanism
(1)
model-based reinforcement learning
(1)
contrastive learning
(1)
unsupervised pretraining
(1)
uncertainty quantification
(1)
efficient computing
(1)
sequential decision making
(1)
point cloud generation
(1)
policy evaluation
(1)
sequence modeling
(1)
transformer architecture
(1)
Papers
Making Linear MDPs Practical via Contrastive Representation Learning
ICML 2022
TRAIL: Near-Optimal Imitation Learning with Suboptimal Data
ICLR 2022
Marginal Distribution Adaptation for Discrete Sets via Module-Oriented Divergence Minimization
ICML 2022
Offline Policy Selection under Uncertainty
AISTATS 2022
Representation Matters: Offline Pretraining for Sequential Decision Making
ICML 2021
Benchmarks for Deep Off-Policy Evaluation
ICLR 2021
Combiner: Full Attention Transformer with Sparse Computation Cost
NIPS 2021
Provable Representation Learning for Imitation with Contrastive Fourier Features
NIPS 2021
Towards Automatic Evaluation of Dialog Systems: A Model-Free Off-Policy Evaluation Approach
EMNLP 2021
Energy-Based Processes for Exchangeable Data
ICML 2020
Off-Policy Evaluation via the Regularized Lagrangian
NIPS 2020