Lei Han

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 15

Top Topics

Logistic Regression

Multitask Learning

Influenza Virus

Top Venues

Publications

Jiyuan Shi, Chenjia Bai, Haoran He, Lei Han, Dong Wang, Bin Zhao, Mingguo Zhao, Xiu Li, Xuelong Li
Robust Quadrupedal Locomotion via Risk-Averse Policy Learning. ICRA (2024)
Jiawei Xu, Rui Yang, Feng Luo, Meng Fang, Baoxiang Wang, Lei Han
Robust Decision Transformer: Tackling Data Corruption in Offline RL via Sequence Modeling. CoRR (2024)
Rui Yang, Han Zhong, Jiawei Xu, Amy Zhang, Chongjie Zhang, Lei Han, Tong Zhang
Towards Robust Offline Reinforcement Learning under Diverse Data Corruption. ICLR (2024)
Haojie Shi, Tingguang Li, Qingxu Zhu, Jiapeng Sheng, Lei Han, Max Q.-H. Meng
An Efficient Model-Based Approach on Learning Agile Motor Skills without Reinforcement. ICRA (2024)
Shuxing Li, Jiawei Xu, Honghua Dong, Yu Yang, Chun Yuan, Peng Sun, Lei Han
The Fittest Wins: A Multistage Framework Achieving New SOTA in ViZDoom Competition. IEEE Trans. Games 16 (1) (2024)
Chenjia Bai, Peng Liu, Kaiyu Liu, Lingxiao Wang, Yingnan Zhao, Lei Han, Zhaoran Wang
Variational Dynamic for Self-Supervised Exploration in Deep Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 34 (8) (2023)
Lei Li, Deborah Chang, Lei Han, Xiaojian Zhang, Joseph Zaia, Xiu-Feng Wan
Multi-task learning sparse group lasso: a method for quantifying antigenicity of influenza A(H1N1) virus using mutations and variations in glycosylation of Hemagglutinin. BMC Bioinform. 21 (1) (2020)
Lei Han, Lei Li, Feng Wen, Lei Zhong, Tong Zhang, Xiu-Feng Wan
Graph-guided multi-task sparse learning model: a method for identifying antigenic variants of influenza A(H3N2) virus. Bioinform. 35 (1) (2019)
Dong Dai, Lei Han, Ting Yang, Tong Zhang
Bayesian Model Averaging With Exponentiated Least Squares Loss. IEEE Trans. Inf. Theory 64 (5) (2018)
Lei Han, Tong Zhang
Candidates v.s. Noises Estimation for Large Multi-Class Classification Problem. CoRR (2017)
Lei Han, Ting Yang, Tong Zhang
Local Uncertainty Sampling for Large-Scale Multi-Class Logistic Regression. CoRR (2016)
Lei Han, Yu Zhang, Xiu-Feng Wan, Tong Zhang
Generalized Hierarchical Sparse Model for Arbitrary-Order Interactive Antigenic Sites Identification in Flu Virus Data. KDD (2016)
Lei Han, Yu Zhang
Multi-Stage Multi-Task Learning with Reduced Rank. AAAI (2016)
Lei Han, Yu Zhang, Tong Zhang
Fast Component Pursuit for Large-Scale Inverse Covariance Estimation. KDD (2016)
Lei Han, Yu Zhang
Reduction Techniques for Graph-Based Convex Clustering. AAAI (2016)
Lei Han, Yu Zhang
Discriminative Feature Grouping. AAAI (2015)
Lei Han, Yu Zhang
Learning Multi-Level Task Groups in Multi-Task Learning. AAAI (2015)
Lei Han, Yu Zhang
Learning Tree Structure in Multi-Task Learning. KDD (2015)
Lei Han, Yu Zhang, Guojie Song, Kunqing Xie
Encoding Tree Sparsity in Multi-Task Learning: A Probabilistic Framework. AAAI (2014)