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Scalable Geometric Deep Learning on Molecular Graphs


Dec 06, 2021
Nathan C. Frey, Siddharth Samsi, Joseph McDonald, Lin Li, Connor W. Coley, Vijay Gadepally

* 7 pages, 3 figures, NeurIPS 2021 AI for Science workshop 

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Reinforcement Learning based Path Exploration for Sequential Explainable Recommendation


Nov 24, 2021
Yicong Li, Hongxu Chen, Yile Li, Lin Li, Philip S. Yu, Guandong Xu

* arXiv admin note: substantial text overlap with arXiv:2101.01433 

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Learning Text-Image Joint Embedding for Efficient Cross-Modal Retrieval with Deep Feature Engineering


Oct 22, 2021
Zhongwei Xie, Ling Liu, Yanzhao Wu, Luo Zhong, Lin Li

* accepted by ACM Transactions on Information Systems(TOIS). arXiv admin note: text overlap with arXiv:2108.00705, arXiv:2108.03788 

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Visual-aware Attention Dual-stream Decoder for Video Captioning


Oct 16, 2021
Zhixin Sun, Xian Zhong, Shuqin Chen, Lin Li, Luo Zhong


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DG-Labeler and DGL-MOTS Dataset: Boost the Autonomous Driving Perception


Oct 15, 2021
Yiming Cui, Zhiwen Cao, Yixin Xie, Xingyu Jiang, Feng Tao, Yingjie Chen, Lin Li, Dongfang Liu


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Generate & Rank: A Multi-task Framework for Math Word Problems


Sep 07, 2021
Jianhao Shen, Yichun Yin, Lin Li, Lifeng Shang, Xin Jiang, Ming Zhang, Qun Liu

* Findings of EMNLP2021 

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Hyper Meta-Path Contrastive Learning for Multi-Behavior Recommendation


Sep 07, 2021
Haoran Yang, Hongxu Chen, Lin Li, Philip S. Yu, Guandong Xu

* Accepted by ICDM 2021 as a regular paper 

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XMUSPEECH System for VoxCeleb Speaker Recognition Challenge 2021


Sep 06, 2021
Jie Wang, Fuchuang Tong, Zhicong Chen, Lin Li, Qingyang Hong, Haodong Zhou


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Instance-wise or Class-wise? A Tale of Neighbor Shapley for Concept-based Explanation


Sep 03, 2021
Jiahui Li, Kun Kuang, Lin Li, Long Chen, Songyang Zhang, Jian Shao, Jun Xiao


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Approximation Properties of Deep ReLU CNNs


Sep 01, 2021
Juncai He, Lin Li, Jinchao Xu

* 27 pages 

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A Novel Dataset for Keypoint Detection of quadruped Animals from Images


Aug 31, 2021
Prianka Banik, Lin Li, Xishuang Dong


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Learning Joint Embedding with Modality Alignments for Cross-Modal Retrieval of Recipes and Food Images


Aug 18, 2021
Zhongwei Xie, Ling Liu, Lin Li, Luo Zhong

* accepted by CIKM 2021. arXiv admin note: substantial text overlap with arXiv:2108.00705 

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DEXTER: Deep Encoding of External Knowledge for Named Entity Recognition in Virtual Assistants


Aug 15, 2021
Deepak Muralidharan, Joel Ruben Antony Moniz, Weicheng Zhang, Stephen Pulman, Lin Li, Megan Barnes, Jingjing Pan, Jason Williams, Alex Acero

* Interspeech 2021 

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Efficient Deep Feature Calibration for Cross-Modal Joint Embedding Learning


Aug 08, 2021
Zhongwei Xie, Ling Liu, Lin Li, Luo Zhong

* accepted by ACM ICMI 2021 conference 

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Learning TFIDF Enhanced Joint Embedding for Recipe-Image Cross-Modal Retrieval Service


Aug 02, 2021
Zhongwei Xie, Ling Liu, Yanzhao Wu, Lin Li, Luo Zhong

* accepted by IEEE Transactions on Services Computing 

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OLR 2021 Challenge: Datasets, Rules and Baselines


Jul 23, 2021
Binling Wang, Wenxuan Hu, Jing Li, Yiming Zhi, Zheng Li, Qingyang Hong, Lin Li, Dong Wang, Liming Song, Cheng Yang

* arXiv admin note: text overlap with arXiv:2006.03473, arXiv:1907.07626, arXiv:1806.00616, arXiv:1706.09742 

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SSC: Semantic Scan Context for Large-Scale Place Recognition


Jul 10, 2021
Lin Li, Xin Kong, Xiangrui Zhao, Tianxin Huang, Yong Liu

* 8 pages, Accepted by IROS-2021 

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Oriental Language Recognition (OLR) 2020: Summary and Analysis


Jul 05, 2021
Jing Li, Binling Wang, Yiming Zhi, Zheng Li, Lin Li, Qingyang Hong, Dong Wang


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SA-LOAM: Semantic-aided LiDAR SLAM with Loop Closure


Jul 01, 2021
Lin Li, Xin Kong, Xiangrui Zhao, Wanlong Li, Feng Wen, Hongbo Zhang, Yong Liu

* 8 pages. Accepted by ICRA-2021 

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An Integrated Framework for Two-pass Personalized Voice Trigger


Jun 30, 2021
Dexin Liao, Jing Li, Yiming Zhi, Song Li, Qingyang Hong, Lin Li


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Phoneme-aware and Channel-wise Attentive Learning for Text DependentSpeaker Verification


Jun 25, 2021
Yan Liu, Zheng Li, Lin Li, Qingyang Hong


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Additive Phoneme-aware Margin Softmax Loss for Language Recognition


Jun 24, 2021
Zheng Li, Yan Liu, Lin Li, Qingyang Hong

* Accepted by Interspeech 2021 

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DMBGN: Deep Multi-Behavior Graph Networks for Voucher Redemption Rate Prediction


Jun 07, 2021
Fengtong Xiao, Lin Li, Weinan Xu, Jingyu Zhao, Xiaofeng Yang, Jun Lang, Hao Wang

* 9 pages, 5 figures, accepted full paper SIGKDD'21 applied data science track 

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CREAD: Combined Resolution of Ellipses and Anaphora in Dialogues


May 20, 2021
Bo-Hsiang Tseng, Shruti Bhargava, Jiarui Lu, Joel Ruben Antony Moniz, Dhivya Piraviperumal, Lin Li, Hong Yu

* Accepted as a long paper in the main conference by NAACL 2021 

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ReLU Deep Neural Networks from the Hierarchical Basis Perspective


May 10, 2021
Juncai He, Lin Li, Jinchao Xu

* 27 pages 

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Compacting Deep Neural Networks for Internet of Things: Methods and Applications


Mar 20, 2021
Ke Zhang, Hanbo Ying, Hong-Ning Dai, Lin Li, Yuangyuang Peng, Keyi Guo, Hongfang Yu

* IEEE Internet of Things Journal, 2021 
* 25 pages, 11 figures 

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