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Liang Li

Key Lab of Intell. Info. Process., Inst. of Comput. Tech., Chinese Academy of Sciences

Rethinking Graph Neural Network Search from Message-passing


Mar 26, 2021
Shaofei Cai, Liang Li, Jincan Deng, Beichen Zhang, Zheng-Jun Zha, Li Su, Qingming Huang


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Towards Energy Efficient Federated Learning over 5G+ Mobile Devices


Jan 13, 2021
Dian Shi, Liang Li, Rui Chen, Pavana Prakash, Miao Pan, Yuguang Fang

* submitted to IEEE Wireless Communications 

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To Talk or to Work: Flexible Communication Compression for Energy Efficient Federated Learning over Heterogeneous Mobile Edge Devices


Dec 22, 2020
Liang Li, Dian Shi, Ronghui Hou, Hui Li, Miao Pan, Zhu Han

* Accepted for publication in INFOCOM'21 

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To Talk or to Work: Energy Efficient Federated Learning over Mobile Devices via the Weight Quantization and 5G Transmission Co-Design


Dec 21, 2020
Rui Chen, Liang Li, Kaiping Xue, Chi Zhang, Lingjia Liu, Miao Pan

* submitted to MOBIHOC 

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Learning Better Representation for Tables by Self-Supervised Tasks


Oct 15, 2020
Liang Li, Can Ma, Yinliang Yue, Linjun Shou, Dayong Hu


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TDRE: A Tensor Decomposition Based Approach for Relation Extraction


Oct 15, 2020
Bin-Bin Zhao, Liang Li, Hui-Dong Zhang


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Selective Information Passing for MR/CT Image Segmentation


Oct 10, 2020
Qikui Zhu, Liang Li, Jiangnan Hao, Yunfei Zha, Yan Zhang, Yanxiang Cheng, Fei Liao, Pingxiang Li


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Artificial Lateral Line Based Relative State Estimation for Two Adjacent Robotic Fish


Jun 23, 2020
Xingwen Zheng, Wei Wang, Liang Li, Guangming Xie


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Delay-Aware Multi-Agent Reinforcement Learning


May 11, 2020
Baiming Chen, Mengdi Xu, Zuxin Liu, Liang Li, Ding Zhao


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Delay-Aware Model-Based Reinforcement Learning for Continuous Control


May 11, 2020
Baiming Chen, Mengdi Xu, Liang Li, Ding Zhao


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Adversarial Evaluation of Autonomous Vehicles in Lane-Change Scenarios


Apr 14, 2020
Baiming Chen, Liang Li


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Parsing-based View-aware Embedding Network for Vehicle Re-Identification


Apr 10, 2020
Dechao Meng, Liang Li, Xuejing Liu, Yadong Li, Shijie Yang, Zhengjun Zha, Xingyu Gao, Shuhui Wang, Qingming Huang

* 10 pages, 6 figures 

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State-Relabeling Adversarial Active Learning


Apr 10, 2020
Beichen Zhang, Liang Li, Shijie Yang, Shuhui Wang, Zheng-Jun Zha, Qingming Huang

* Accepted as Oral at CVPR 2020 

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Real-world Person Re-Identification via Degradation Invariance Learning


Apr 10, 2020
Yukun Huang, Zheng-Jun Zha, Xueyang Fu, Richang Hong, Liang Li

* To appear in CVPR2020 

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Secret Sharing based Secure Regressions with Applications


Apr 10, 2020
Chaochao Chen, Liang Li, Wenjing Fang, Jun Zhou, Li Wang, Lei Wang, Shuang Yang, Alex Liu, Hao Wang


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Towards Discriminability and Diversity: Batch Nuclear-norm Maximization under Label Insufficient Situations


Mar 27, 2020
Shuhao Cui, Shuhui Wang, Junbao Zhuo, Liang Li, Qingming Huang, Qi Tian

* Accepted to CVPR 2020 as Oral 

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Secure Social Recommendation based on Secret Sharing


Mar 05, 2020
Chaochao Chen, Liang Li, Bingzhe Wu, Cheng Hong, Li Wang, Jun Zhou

* Accepted by ECAI'20 

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Meta-Learning PAC-Bayes Priors in Model Averaging


Dec 25, 2019
Yimin Huang, Weiran Huang, Liang Li, Zhenguo Li

* Accepted by AAAI 2020 

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Low rank tensor completion with sparse regularization in a transformed domain


Nov 19, 2019
Ping-Ping Wang, Liang Li, Guang-Hui Cheng

* 18 pages, 8 figures 

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Thick-Net: Parallel Network Structure for Sequential Modeling


Nov 19, 2019
Yu-Xuan Li, Jin-Yuan Liu, Liang Li, Xiang Guan

* 11 pages, 4 figures 

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Machine Discovery of Partial Differential Equations from Spatiotemporal Data


Sep 15, 2019
Ye Yuan, Junlin Li, Liang Li, Frank Jiang, Xiuchuan Tang, Fumin Zhang, Sheng Liu, Jorge Goncalves, Henning U. Voss, Xiuting Li, Jürgen Kurths, Han Ding


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Knowledge-guided Pairwise Reconstruction Network for Weakly Supervised Referring Expression Grounding


Sep 05, 2019
Xuejing Liu, Liang Li, Shuhui Wang, Zheng-Jun Zha, Li Su, Qingming Huang

* Accepted by ACMMM 2019. arXiv admin note: text overlap with arXiv:1908.10568 

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Adaptive Reconstruction Network for Weakly Supervised Referring Expression Grounding


Aug 28, 2019
Xuejing Liu, Liang Li, Shuhui Wang, Zheng-Jun Zha, Dechao Meng, Qingming Huang

* Accepted by ICCV 2019 

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Image Classification base on PCA of Multi-view Deep Representation


Mar 12, 2019
Yaoqi Sun, Liang Li, Liang Zheng, Ji Hu, Yatong Jiang, Chenggang Yan


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Fast OBDD Reordering using Neural Message Passing on Hypergraph


Nov 06, 2018
Feifan Xu, Fei He, Enze Xie, Liang Li


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An Ontology-Based Artificial Intelligence Model for Medicine Side-Effect Prediction: Taking Traditional Chinese Medicine as An Example


Sep 12, 2018
Zeheng Wang, Kun Lu, Jun Cao, Yuanzhe Yao, Liang Li, Runyu Liu, Zhiyuan Liu, Jing Yan


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Combinatorial Pure Exploration with Continuous and Separable Reward Functions and Its Applications (Extended Version)


May 04, 2018
Weiran Huang, Jungseul Ok, Liang Li, Wei Chen

* conference version accepted by IJCAI-ECAI-18 

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Logical Parsing from Natural Language Based on a Neural Translation Model


May 09, 2017
Liang Li, Pengyu Li, Yifan Liu, Tao Wan, Zengchang Qin


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Image Prediction for Limited-angle Tomography via Deep Learning with Convolutional Neural Network


Jul 29, 2016
Hanming Zhang, Liang Li, Kai Qiao, Linyuan Wang, Bin Yan, Lei Li, Guoen Hu


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