Furui Liu - researchr alias

researchr

You are not signed in
Sign in
Sign up

Viewing Publication 1 - 37 from 37

2024

2023

Learning from Good Trajectories in Offline Multi-Agent Reinforcement LearningQi Tian 0001, Kun Kuang, Furui Liu, Baoxiang Wang 0001. AAAI 2023: 11672-11680 [doi]

rcCAE: a convolutional autoencoder method for detecting intra-tumor heterogeneity and single-cell copy number alterationsZhenhua Yu 0002, Furui Liu, Fangyuan Shi, Fang Du. bib, 24(3), May 2023. [doi]

Fast Non-Markovian Diffusion Model for Weakly Supervised Anomaly Detection in Brain MR ImagesJinpeng Li 0004, Hanqun Cao, Jiaze Wang, Furui Liu, Qi Dou 0001, Guangyong Chen, Pheng-Ann Heng. miccai 2023: 579-589 [doi]

Traj-MAE: Masked Autoencoders for Trajectory PredictionHao Chen, Jiaze Wang, Kun Shao, Furui Liu, Jianye Hao, Chenyong Guan, Guangyong Chen, Pheng-Ann Heng. iccv 2023: 8317-8328 [doi]

Uncertainty Estimation by Fisher Information-based Evidential Deep LearningDanruo Deng, Guangyong Chen, Yang Yu, Furui Liu, Pheng-Ann Heng. icml 2023: 7596-7616 [doi]

Learning Robust Classifier for Imbalanced Medical Image Dataset with Noisy Labels by Minimizing Invariant RiskJinpeng Li, Hanqun Cao, Jiaze Wang, Furui Liu, Qi Dou, Guangyong Chen, Pheng-Ann Heng. miccai 2023: 306-316 [doi]

CauSSL: Causality-inspired Semi-supervised Learning for Medical Image SegmentationJuzheng Miao, Cheng Chen, Furui Liu, Hao Wei, Pheng-Ann Heng. iccv 2023: 21369-21380 [doi]

Contrastive-ACE: Domain Generalization Through Alignment of Causal MechanismsYunqi Wang, Furui Liu, Zhitang Chen, Yik-Chung Wu, Jianye Hao, Guangyong Chen, Pheng-Ann Heng. TIP, 32:235-250, 2023. [doi]

Efficient Potential-based Exploration in Reinforcement Learning using Inverse Dynamic Bisimulation MetricYiming Wang, Ming Yang, Renzhi Dong, Binbin Sun, Furui Liu, Leong Hou U. nips 2023: [doi]

Learning Instrumental Variable from Data Fusion for Treatment Effect EstimationAnpeng Wu, Kun Kuang, Ruoxuan Xiong, Minqing Zhu, Yuxuan Liu, Bo Li 0064, Furui Liu, Zhihua Wang 0008, Fei Wu 0001. AAAI 2023: 10324-10332 [doi]

Specify Robust Causal Representation from Mixed ObservationsMengyue Yang, Xinyu Cai, Furui Liu, Weinan Zhang 0001, Jun Wang 0012. kdd 2023: 2978-2987 [doi]

Debiased Recommendation with User Feature BalancingMengyue Yang, Guohao Cai, Furui Liu, Jiarui Jin, Zhenhua Dong, Xiuqiang He 0001, Jianye Hao, Weiqi Shao, Jun Wang 0012, Xu Chen 0017. tois, 41(4), October 2023. [doi]

TieComm: Learning a Hierarchical Communication Topology Based on Tie TheoryMing Yang, Renzhi Dong, Yiming Wang, Furui Liu, Yali Du, Mingliang Zhou, Leong Hou U. dasfaa 2023: 604-613 [doi]

Invariant Learning via Probability of Sufficient and Necessary CausesMengyue Yang, Yonggang Zhang, Zhen Fang, Yali Du 0001, Furui Liu, Jean-Francois Ton, Jianhong Wang, Jun Wang. nips 2023: [doi]

ResGen is a pocket-aware 3D molecular generation model based on parallel multiscale modellingOdin Zhang, Jintu Zhang, Jieyu Jin, Xujun Zhang, Renling Hu, Chao Shen, Hanqun Cao, Hongyan Du, Yu Kang 0002, Yafeng Deng, Furui Liu, Guangyong Chen, Chang-Yu Hsieh, Tingjun Hou. natmi, 5(9):1020-1030, September 2023. [doi]

RepMode: Learning to Re-Parameterize Diverse Experts for Subcellular Structure PredictionDonghao Zhou, Chunbin Gu, Junde Xu, Furui Liu, Qiong Wang 0001, Guangyong Chen, Pheng-Ann Heng. cvpr 2023: 3312-3322 [doi]

2022

ConfounderGAN: Protecting Image Data Privacy with Causal ConfounderQi Tian 0001, Kun Kuang, Kelu Jiang, Furui Liu, Zhihua Wang, Fei Wu 0001. nips 2022: [doi]

Weakly Supervised Disentangled Generative Causal Representation LearningXinwei Shen 0002, Furui Liu, Hanze Dong, Qing Lian, Zhitang Chen, Tong Zhang 0001. jmlr, 23, 2022. [doi]

Learning to select cuts for efficient mixed-integer programmingZeren Huang, Kerong Wang, Furui Liu, Hui-Ling Zhen, Weinan Zhang 0001, Mingxuan Yuan, Jianye Hao, Yong Yu 0001, Jun Wang 0012. PR, 123:108353, 2022. [doi]

Branch Ranking for Efficient Mixed-Integer Programming via Offline Ranking-Based Policy LearningZeren Huang, Wenhao Chen, Weinan Zhang, Chuhan Shi, Furui Liu, Hui-Ling Zhen, Mingxuan Yuan, Jianye Hao, Yong Yu 0001, Jun Wang 0012. pkdd 2023: 377-392 [doi]

Deconfounded Value Decomposition for Multi-Agent Reinforcement LearningJiahui Li, Kun Kuang, Baoxiang Wang 0001, Furui Liu, Long Chen, Changjie Fan, Fei Wu 0001, Jun Xiao 0001. icml 2022: 12843-12856 [doi]

S2RL: Do We Really Need to Perceive All States in Deep Multi-Agent Reinforcement Learning?Shuang Luo, Yinchuan Li, Jiahui Li 0003, Kun Kuang, Furui Liu, Yunfeng Shao, Chao Wu. kdd 2022: 1183-1191 [doi]

2021

2018

Causal Inference on Multidimensional Data Using Free Probability TheoryFurui Liu, Lai-Wan Chan. tnn, 29(7):3188-3198, 2018. [doi]

Confounder Detection in High-Dimensional Linear Models Using First Moments of Spectral MeasuresFurui Liu, Laiwan Chan. neco, 30(8), 2018. [doi]

2017

On the Relations of Theoretical Foundations of Different Causal Inference AlgorithmsFurui Liu, Laiwan Chan. ideal 2017: 112-119 [doi]

2016

Causal Inference on Discrete Data via Estimating Distance CorrelationsFurui Liu, Laiwan Chan. neco, 28(5):801-814, 2016. [doi]

Causal Discovery on Discrete Data with Extensions to Mixture ModelFurui Liu, Laiwan Chan. tist, 7(2):21, 2016. [doi]

2013

U-Air: when urban air quality inference meets big dataYu Zheng, Furui Liu, Hsun-Ping Hsieh. kdd 2013: 1436-1444 [doi]

2012

Dual Locality Preserving Nonnegative Matrix Factorization for image analysisFurui Liu. grc 2012: 300-303 [doi]

Unsupervised Feature Selection for Multi-cluster Data via Smooth Distributed ScoreFurui Liu, Xiyan Liu. icic 2012: 74-79 [doi]

See Also

All Publications

Filter by Year
OR AND NOT 1

Filter by Type
OR AND NOT 1

Filter by Tag

Filter by Venue

[+]
OR AND NOT 1

Filter by Author

[+]
OR AND NOT 1

Filter by Top Terms

[+]
OR AND NOT 1

Researchr

Publications by 'Furui Liu'

Viewing Publication 1 - 37 from 37

2024

2023

2022

2021

2018

2017

2016

2013

2012

See Also

All Publications

Filter by YearOR AND NOT 1

Filter by TypeOR AND NOT 1

Filter by Tag

Filter by Venue [+]OR AND NOT 1

Filter by Author [+]OR AND NOT 1

Filter by Top Terms [+]OR AND NOT 1

Researchr

Publications by 'Furui Liu'

Viewing Publication 1 - 37 from 37

2024

2023

2022

2021

2018

2017

2016

2013

2012

Filter by Year
OR AND NOT 1

Filter by Type
OR AND NOT 1

Filter by Venue

[+]
OR AND NOT 1

Filter by Author

[+]
OR AND NOT 1

Filter by Top Terms

[+]
OR AND NOT 1