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On Estimating Recommendation Evaluation Metrics under Sampling


Mar 03, 2021
Ruoming Jin, Dong Li, Benjamin Mudrak, Jing Gao, Zhi Liu


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Differentiable Logic Machines


Feb 23, 2021
Zimmer Matthieu, Feng Xuening, Glanois Claire, Jiang Zhaohui, Zhang Jianyi, Weng Paul, Jianye Hao, Dong Li, Wulong Liu


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ZeRO-Offload: Democratizing Billion-Scale Model Training


Jan 18, 2021
Jie Ren, Samyam Rajbhandari, Reza Yazdani Aminabadi, Olatunji Ruwase, Shuangyan Yang, Minjia Zhang, Dong Li, Yuxiong He


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Towards Better Object Detection in Scale Variation with Adaptive Feature Selection


Dec 09, 2020
Zehui Gong, Dong Li


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Strong but Simple Baseline with Dual-Granularity Triplet Loss for Visible-Thermal Person Re-Identification


Dec 09, 2020
Haijun Liu, Yanxia Chai, Xiaoheng Tan, Dong Li, Xichuan Zhou


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What About Taking Policy as Input of Value Function: Policy-extended Value Function Approximator


Oct 19, 2020
Hongyao Tang, Zhaopeng Meng, Jianye HAO, Chen Chen, Daniel Graves, Dong Li, Wulong Liu, Yaodong Yang

* Preprint version 

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Towards Optimal Filter Pruning with Balanced Performance and Pruning Speed


Oct 14, 2020
Dong Li, Sitong Chen, Xudong Liu, Yunda Sun, Li Zhang


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Towards Effective Context for Meta-Reinforcement Learning: an Approach based on Contrastive Learning


Oct 07, 2020
Haotian Fu, Hongyao Tang, Jianye Hao, Chen Chen, Xidong Feng, Dong Li, Wulong Liu


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Adaptive Neural Network-Based Approximation to Accelerate Eulerian Fluid Simulation


Aug 26, 2020
Wenqian Dong, Jie Liu, Zhen Xie, Dong Li


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Smart-PGSim: Using Neural Network to Accelerate AC-OPF Power Grid Simulation


Aug 26, 2020
Wenqian Dong, Zhen Xie, Gokcen Kestor, Dong Li


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Large-scale Real-time Personalized Similar Product Recommendations


Apr 12, 2020
Zhi Liu, Yan Huang, Jing Gao, Li Chen, Dong Li


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Long Short-Term Relation Networks for Video Action Detection


Mar 31, 2020
Dong Li, Ting Yao, Zhaofan Qiu, Houqiang Li, Tao Mei

* Accepted as a full paper for ACMMM 2019 

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Feedback Graph Convolutional Network for Skeleton-based Action Recognition


Mar 17, 2020
Hao Yang, Dan Yan, Li Zhang, Dong Li, YunDa Sun, ShaoDi You, Stephen J. Maybank

* 18 pages, 5 figures 

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FLAME: A Self-Adaptive Auto-labeling System for Heterogeneous Mobile Processors


Mar 03, 2020
Jie Liu, Jiawen Liu, Zhen Xie, Dong Li


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Neighborhood Cognition Consistent Multi-Agent Reinforcement Learning


Dec 03, 2019
Hangyu Mao, Wulong Liu, Jianye Hao, Jun Luo, Dong Li, Zhengchao Zhang, Jun Wang, Zhen Xiao

* accepted as a regular paper with oral presentation @ AAAI20 

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Artificial intelligence empowered multi-AGVs in manufacturing systems


Sep 08, 2019
Dong Li, Bo Ouyang, Duanpo Wu, Yaonan Wang


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Spam Review Detection with Graph Convolutional Networks


Aug 22, 2019
Ao Li, Zhou Qin, Runshi Liu, Yiqun Yang, Dong Li

* Accepted at CIKM 2019 

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MVB: A Large-Scale Dataset for Baggage Re-Identification and Merged Siamese Networks


Jul 26, 2019
Zhulin Zhang, Dong Li, Jinhua Wu, Yunda Sun, Li Zhang


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Combining Q&A Pair Quality and Question Relevance Features on Community-based Question Retrieval


Jul 03, 2019
Dong Li, Lin Li


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Trimmed Action Recognition, Dense-Captioning Events in Videos, and Spatio-temporal Action Localization with Focus on ActivityNet Challenge 2019


Jun 14, 2019
Zhaofan Qiu, Dong Li, Yehao Li, Qi Cai, Yingwei Pan, Ting Yao

* arXiv admin note: substantial text overlap with arXiv:1807.00686, arXiv:1710.08011 

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Performance Analysis and Characterization of Training Deep Learning Models on NVIDIA TX2


Jun 10, 2019
Jie Liu, Jiawen Liu, Wan Du, Dong Li


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Graph Attention Memory for Visual Navigation


Jun 04, 2019
Dong Li, Qichao Zhang, Dongbin Zhao, Yuzheng Zhuang, Bin Wang, Wulong Liu, Rasul Tutunov, Jun Wang

* 13 pages, 7 figures 

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A Preliminary Study of Neural Network-based Approximation for HPC Applications


Dec 18, 2018
Wenqian Dong, Anzheng Guolu, Dong Li


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Enhanced Expressive Power and Fast Training of Neural Networks by Random Projections


Nov 22, 2018
Jian-Feng Cai, Dong Li, Jiaze Sun, Ke Wang


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Reinforcement Learning and Deep Learning based Lateral Control for Autonomous Driving


Oct 30, 2018
Dong Li, Dongbin Zhao, Qichao Zhang, Yaran Chen

* 14 pages, 12 figures, accepted to IEEE Computational Intelligence Magazine 

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Runtime Concurrency Control and Operation Scheduling for High Performance Neural Network Training


Oct 21, 2018
Jiawen Liu, Dong Li, Gokcen Kestor, Jeffrey Vetter


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Baidu Apollo EM Motion Planner


Jul 20, 2018
Haoyang Fan, Fan Zhu, Changchun Liu, Liangliang Zhang, Li Zhuang, Dong Li, Weicheng Zhu, Jiangtao Hu, Hongye Li, Qi Kong


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Progressive Representation Adaptation for Weakly Supervised Object Localization


Oct 12, 2017
Dong Li, Jia-Bin Huang, Yali Li, Shengjin Wang, Ming-Hsuan Yang

* Project page: https://sites.google.com/site/lidonggg930/wsl 

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