Lanqing Li | DeepAI

DeepAI AI Chat

Featured Co-authors

Wei Liu
343 publications
Fan Yang
189 publications
Ping Luo
146 publications
Jian Li
137 publications
Yang Yu
137 publications
Pheng-Ann Heng
133 publications
Jia Li
122 publications
Lu Zhang
120 publications
Junzhou Huang
105 publications
Ke Xu
89 publications
Liu Liu
79 publications

∙ 03/13/2023

Deploying Offline Reinforcement Learning with Human Feedback

Reinforcement learning (RL) has shown promise for decision-making tasks ...

0 Ziniu Li, et al. ∙

∙ 11/30/2022

Handling Missing Data via Max-Entropy Regularized Graph Autoencoder

Graph neural networks (GNNs) are popular weapons for modeling relational...

0 Ziqi Gao, et al. ∙

∙ 09/19/2022

UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup

Subpopulation shift wildly exists in many real-world machine learning ap...

0 Zongbo Han, et al. ∙

∙ 09/16/2022

ImDrug: A Benchmark for Deep Imbalanced Learning in AI-aided Drug Discovery

The last decade has witnessed a prosperous development of computational ...

0 Lanqing Li, et al. ∙

∙ 05/23/2022

ImGCL: Revisiting Graph Contrastive Learning on Imbalanced Node Classification

Graph contrastive learning (GCL) has attracted a surge of attention due ...

0 Liang Zeng, et al. ∙

∙ 01/29/2022

Robust Imitation Learning from Corrupted Demonstrations

We consider offline Imitation Learning from corrupted demonstrations whe...

0 Liu Liu, et al. ∙

∙ 01/26/2022

A Simulator-based Planning Framework for Optimizing Autonomous Greenhouse Control Strategy

The rapidly growing global population presents challenges and demands fo...

0 Lanqing Li, et al. ∙

∙ 01/26/2022

Theory of self-resonance after inflation. II. Quantum mechanics and particle-antiparticle asymmetry

We further develop a theory of self-resonance after inflation in a large...

0 Lanqing Li, et al. ∙

∙ 01/26/2022

Theory of self-resonance after inflation. I. Adiabatic and isocurvature Goldstone modesCCF none MP Hertzberg, J Karouby, WG Spitzer, JC Becerra, L Li

We develop a theory of self-resonance after inflation. We study a large ...

0 Lanqing Li, et al. ∙

∙ 01/24/2022

DrugOOD: Out-of-Distribution (OOD) Dataset Curator and Benchmark for AI-aided Drug Discovery – A Focus on Affinity Prediction Problems with Noise Annotations

AI-aided drug discovery (AIDD) is gaining increasing popularity due to i...

1 Yuanfeng Ji, et al. ∙

∙ 09/08/2021

Local Augmentation for Graph Neural Networks

Data augmentation has been widely used in image data and linguistic data...

1 Songtao Liu, et al. ∙

∙ 07/06/2021

IGrow: A Smart Agriculture Solution to Autonomous Greenhouse Control

Agriculture is the foundation of human civilization. However, the rapid ...

1 Xiaoyan Cao, et al. ∙

∙ 02/25/2021

Bias-reduced multi-step hindsight experience replay

Multi-goal reinforcement learning is widely used in planning and robot m...

1 Rui Yang, et al. ∙

∙ 02/22/2021

Improved Context-Based Offline Meta-RL with Attention and Contrastive Learning

Meta-learning for offline reinforcement learning (OMRL) is an understudi...

1 Lanqing Li, et al. ∙

∙ 10/02/2020

Efficient Fully-Offline Meta-Reinforcement Learning via Distance Metric Learning and Behavior Regularization

We study the offline meta-reinforcement learning (OMRL) problem, a parad...

1 Lanqing Li, et al. ∙