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Cocktail Edge Caching: Ride Dynamic Trends of Content Popularity with Ensemble Learning

Jan 14, 2021
Tongyu Zong, Chen Li, Yuanyuan Lei, Guangyu Li, Houwei Cao, Yong Liu

* INFOCOM 2021 

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Automatic Summarization of Open-Domain Podcast Episodes

Nov 12, 2020
Kaiqiang Song, Chen Li, Xiaoyang Wang, Dong Yu, Fei Liu

* TREC 2020 

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Better Highlighting: Creating Sub-Sentence Summary Highlights

Oct 20, 2020
Sangwoo Cho, Kaiqiang Song, Chen Li, Dong Yu, Hassan Foroosh, Fei Liu

* EMNLP 2020 (Long Paper) 

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A Comprehensive Review for MRF and CRF Approaches in Pathology Image Analysis

Sep 29, 2020
Chen Li, Yixin Li, Changhao Sun, Hao Chen, Hong Zhang

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Weakly Supervised Generative Network for Multiple 3D Human Pose Hypotheses

Aug 13, 2020
Chen Li, Gim Hee Lee

* Accepted to BMVC2020 

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Renal Cell Carcinoma Detection and Subtyping with Minimal Point-Based Annotation in Whole-Slide Images

Aug 12, 2020
Zeyu Gao, Pargorn Puttapirat, Jiangbo Shi, Chen Li

* 10 pages, 5 figure, 3 tables, accepted at MICCAI 2020 

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Scalable Partial Explainability in Neural Networks via Flexible Activation Functions

Jun 10, 2020
Schyler C. Sun, Chen Li, Zhuangkun Wei, Antonios Tsourdos, Weisi Guo

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Forming an Electoral College for a Graph: a Heuristic Semi-supervised Learning Framework

Jun 10, 2020
Chen Li, Xutan Peng, Hao Peng, Jianxin Li, Lihong Wang, Philip S. Yu

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Generalization Study of Quantum Neural Network

Jun 02, 2020
JinZhe Jiang, Xin Zhang, Chen Li, YaQian Zhao, RenGang Li

* 10 pages, 6 figures 

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Riemannian Proximal Policy Optimization

May 19, 2020
Shijun Wang, Baocheng Zhu, Chen Li, Mingzhe Wu, James Zhang, Wei Chu, Yuan Qi

* 12 pages, 1 figures 

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A Comprehensive Review for Breast Histopathology Image Analysis Using Classical and Deep Neural Networks

Mar 27, 2020
Xiaomin Zhou, Chen Li, Md Mamunur Rahaman, Yudong Yao, Shiliang Ai, Changhao Sun, Xiaoyan Li, Qian Wang, Tao Jiang

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Foldover Features for Dynamic Object Behavior Description in Microscopic Videos

Mar 21, 2020
Xialin Li, Chen Li, Wenwei Zhao

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A Multi-scale CNN-CRF Framework for Environmental Microorganism Image Segmentation

Mar 08, 2020
Jinghua Zhang, Chen Li, Frank Kulwa, Xin Zhao, Changhao Sun, Zihan Li, Tao Jiang, Hong Li

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Gastric histopathology image segmentation using a hierarchical conditional random field

Mar 04, 2020
Changhao Sun, Chen Li, Xiaoyan Li

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OpenHI2 -- Open source histopathological image platform

Jan 15, 2020
Pargorn Puttapirat, Haichuan Zhang, Jingyi Deng, Yuxin Dong, Jiangbo Shi, Hongyu He, Zeyu Gao, Chunbao Wang, Xiangrong Zhang, Chen Li

* Preprint version accepted to AIPath2019 workshop at BIBM2019. 6 pages, 3 figures, 2 tables 

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Effects of annotation granularity in deep learning models for histopathological images

Jan 14, 2020
Jiangbo Shi, Zeyu Gao, Haichuan Zhang, Pargorn Puttapirat, Chunbao Wang, Xiangrong Zhang, Chen Li

* Accepted by AIPath2019 Workshop in BIBM2019. 7 pages, 4 figures, 4 tables 

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Joint Parsing and Generation for Abstractive Summarization

Nov 23, 2019
Kaiqiang Song, Logan Lebanoff, Qipeng Guo, Xipeng Qiu, Xiangyang Xue, Chen Li, Dong Yu, Fei Liu

* AAAI 2020 (Main Technical Track) 

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A hybrid text normalization system using multi-head self-attention for mandarin

Nov 11, 2019
Junhui Zhang, Junjie Pan, Xiang Yin, Chen Li, Shichao Liu, Yang Zhang, Yuxuan Wang, Zejun Ma

* 4 pages of content, 1 page of reference, 3 figures, submitted to ICASSP 2020 

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Graph Neural News Recommendation with Long-term and Short-term Interest Modeling

Nov 08, 2019
Linmei Hu, Chen Li, Chuan Shi, Cheng Yang, Chao Shao

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Body-terrain interaction affects large bump traversal of insects and legged robots

Nov 01, 2019
Sean W. Gart, Chen Li

* Bioinspiration & Biomimetics (2018), 13, 026005 

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Multi-Document Summarization with Determinantal Point Processes and Contextualized Representations

Oct 24, 2019
Sangwoo Cho, Chen Li, Dong Yu, Hassan Foroosh, Fei Liu

* EMNLP 2019 Workshop on New Frontiers in Summarization 

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Low-Resource Sequence Labeling via Unsupervised Multilingual Contextualized Representations

Oct 24, 2019
Zuyi Bao, Rui Huang, Chen Li, Kenny Q. Zhu

* Accepted at EMNLP 2019 

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BIGPATENT: A Large-Scale Dataset for Abstractive and Coherent Summarization

Jun 10, 2019
Eva Sharma, Chen Li, Lu Wang

* Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics. ACL 2019 (10 pages) 

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Generating Multiple Hypotheses for 3D Human Pose Estimation with Mixture Density Network

Apr 11, 2019
Chen Li, Gim Hee Lee

* CVPR 2019 

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Leveraging Multi-grained Sentiment Lexicon Information for Neural Sequence Models

Dec 04, 2018
Yan Zeng, Yangyang Lan, Yazhou Hao, Chen Li, Qinhua Zheng

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Hierarchical Attention Networks for Knowledge Base Completion via Joint Adversarial Training

Oct 14, 2018
Chen Li, Xutan Peng, Shanghang Zhang, Jianxin Li, Lihong Wang

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A Lightweight Music Texture Transfer System

Sep 27, 2018
Xutan Peng, Chen Li, Zhi Cai, Faqiang Shi, Yidan Liu, Jianxin Li

* 12 pages 

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Bridge the Gap Between VQA and Human Behavior on Omnidirectional Video: A Large-Scale Dataset and a Deep Learning Model

Jul 29, 2018
Chen Li, Mai Xu, Xinzhe Du, Zulin Wang

* Accepted by ACM MM 2018 

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