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Improved Learning Rates for Stochastic Optimization: Two Theoretical Viewpoints


Jul 25, 2021
Shaojie Li, Yong Liu


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Go Wider Instead of Deeper


Jul 25, 2021
Fuzhao Xue, Ziji Shi, Yuxuan Lou, Yong Liu, Yang You


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3D Brain Reconstruction by Hierarchical Shape-Perception Network from a Single Incomplete Image


Jul 23, 2021
Bowen Hu, Baiying Lei, Yong Liu, Min Gan, Bingchuan Wang, Shuqiang Wang


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Characterization Multimodal Connectivity of Brain Network by Hypergraph GAN for Alzheimer's Disease Analysis


Jul 21, 2021
Junren Pan, Baiying Lei, Yanyan Shen, Yong Liu, Zhiguang Feng, Shuqiang Wang


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Multimodal Representations Learning and Adversarial Hypergraph Fusion for Early Alzheimer's Disease Prediction


Jul 21, 2021
Qiankun Zuo, Baiying Lei, Yanyan Shen, Yong Liu, Zhiguang Feng, Shuqiang Wang

* 13 pages, 3 figures 

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A Point Cloud Generative Model via Tree-Structured Graph Convolutions for 3D Brain Shape Reconstruction


Jul 21, 2021
Bowen Hu, Baiying Lei, Yanyan Shen, Yong Liu, Shuqiang Wang


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Few-Shot Domain Adaptation with Polymorphic Transformers


Jul 10, 2021
Shaohua Li, Xiuchao Sui, Jie Fu, Huazhu Fu, Xiangde Luo, Yangqin Feng, Xinxing Xu, Yong Liu, Daniel Ting, Rick Siow Mong Goh

* MICCAI'2021 camera ready 

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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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SelfCF: A Simple Framework for Self-supervised Collaborative Filtering


Jul 07, 2021
Xin Zhou, Aixin Sun, Yong Liu, Jie Zhang, Chunyan Miao


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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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Initialization Matters: Regularizing Manifold-informed Initialization for Neural Recommendation Systems


Jun 09, 2021
Yinan Zhang, Boyang Li, Yong Liu, Hao Wang, Chunyan Miao


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Medical Image Segmentation Using Squeeze-and-Expansion Transformers


Jun 02, 2021
Shaohua Li, Xiuchao Sui, Xiangde Luo, Xinxing Xu, Yong Liu, Rick Goh

* Camera ready for IJCAI'2021 

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TransVOS: Video Object Segmentation with Transformers


Jun 01, 2021
Jianbiao Mei, Mengmeng Wang, Yeneng Lin, Yong Liu

* 9 pages, 2 figures 

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Towards Sharper Utility Bounds for Differentially Private Pairwise Learning


Jun 01, 2021
Yilin Kang, Yong Liu, Jian Li, Weiping Wang

* 11 pages 

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Concurrent Adversarial Learning for Large-Batch Training


Jun 01, 2021
Yong Liu, Xiangning Chen, Minhao Cheng, Cho-Jui Hsieh, Yang You


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Analogous to Evolutionary Algorithm: Designing a Unified Sequence Model


May 31, 2021
Jiangning Zhang, Chao Xu, Jian Li, Wenzhou Chen, Yabiao Wang, Ying Tai, Shuo Chen, Chengjie Wang, Feiyue Huang, Yong Liu


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CoMAE: A Multi-factor Hierarchical Framework for Empathetic Response Generation


May 28, 2021
Chujie Zheng, Yong Liu, Wei Chen, Yongcai Leng, Minlie Huang

* Accepted to Findings of ACL 2021 (Long Paper) 

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Medical Image Segmentation using Squeeze-and-Expansion Transformers


May 23, 2021
Shaohua Li, Xiuchao Sui, Xiangde Luo, Xinxing Xu, Yong Liu, Rick Siow Mong Goh

* Camera ready for IJCAI'2021 

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KECRS: Towards Knowledge-Enriched Conversational Recommendation System


May 18, 2021
Tong Zhang, Yong Liu, Peixiang Zhong, Chen Zhang, Hao Wang, Chunyan Miao


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Differential Privacy for Pairwise Learning: Non-convex Analysis


May 07, 2021
Yilin Kang, Yong Liu, Jian Li, Weiping Wang

* 11 pages 

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Realtime Mobile Bandwidth and Handoff Predictions in 4G/5G Networks


Apr 27, 2021
Lifan Mei, Jinrui Gou, Yujin Cai, Houwei Cao, Yong Liu

* 12 pages 

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Understanding Chinese Video and Language via Contrastive Multimodal Pre-Training


Apr 19, 2021
Chenyi Lei, Shixian Luo, Yong Liu, Wanggui He, Jiamang Wang, Guoxin Wang, Haihong Tang, Chunyan Miao, Houqiang Li


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DeepMI: Deep Multi-lead ECG Fusion for Identifying Myocardial Infarction and its Occurrence-time


Mar 31, 2021
Girmaw Abebe Tadesse, Hamza Javed, Yong Liu, Jin Liu, Jiyan Chen, Komminist Weldemariam, Tingting Zhu

* 10 pages 

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A Quantitative Metric for Privacy Leakage in Federated Learning


Feb 24, 2021
Yong Liu, Xinghua Zhu, Jianzong Wang, Jing Xiao

* Accepted to ICASSP 2021 

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