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Wenjie Li

Optimum-statistical collaboration towards efficient black-box optimization


Jun 17, 2021
Wenjie Li, Chihua Wang, Guang Cheng

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Data Distillation for Text Classification


Apr 17, 2021
Yongqi Li, Wenjie Li

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A Graph-guided Multi-round Retrieval Method for Conversational Open-domain Question Answering


Apr 17, 2021
Yongqi Li, Wenjie Li, Liqiang Nie

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A Simple Unified Framework for High Dimensional Bandit Problems


Feb 18, 2021
Wenjie Li, Adarsh Barik, Jean Honorio

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Incremental Knowledge Based Question Answering


Jan 18, 2021
Yongqi Li, Wenjie Li, Liqiang Nie

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Variance Reduction on Adaptive Stochastic Mirror Descent


Dec 26, 2020
Wenjie Li, Zhanyu Wang, Yichen Zhang, Guang Cheng

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* NeurIPS 2020 OPT workshop 
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Fact-level Extractive Summarization with Hierarchical Graph Mask on BERT


Nov 19, 2020
Ruifeng Yuan, Zili Wang, Wenjie Li

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* Accept by Coling2020 
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Improving Accent Conversion with Reference Encoder and End-To-End Text-To-Speech


May 19, 2020
Wenjie Li, Benlai Tang, Xiang Yin, Yushi Zhao, Wei Li, Kang Wang, Hao Huang, Yuxuan Wang, Zejun Ma

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Increased-confidence adversarial examples for improved transferability of Counter-Forensic attacks


May 12, 2020
Wenjie Li, Benedetta Tondi, Rongrong Ni, Mauro Barni

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AdaX: Adaptive Gradient Descent with Exponential Long Term Memory


May 04, 2020
Wenjie Li, Zhaoyang Zhang, Xinjiang Wang, Ping Luo

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How Does BN Increase Collapsed Neural Network Filters?


Jan 31, 2020
Sheng Zhou, Xinjiang Wang, Ping Luo, Litong Feng, Wenjie Li, Wei Zhang

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Jointly Learning Semantic Parser and Natural Language Generator via Dual Information Maximization


Jun 13, 2019
Hai Ye, Wenjie Li, Lu Wang

* Accepted to ACL 2019 
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Knowledge Graph Convolutional Networks for Recommender Systems with Label Smoothness Regularization


May 11, 2019
Hongwei Wang, Fuzheng Zhang, Mengdi Zhang, Jure Leskovec, Miao Zhao, Wenjie Li, Zhongyuan Wang

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* KDD 2019 research track oral 
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When Collaborative Filtering Meets Reinforcement Learning


Apr 02, 2019
Yu Lei, Wenjie Li

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Multi-Task Feature Learning for Knowledge Graph Enhanced Recommendation


Jan 23, 2019
Hongwei Wang, Fuzheng Zhang, Miao Zhao, Wenjie Li, Xing Xie, Minyi Guo

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* In Proceedings of The 2019 Web Conference (WWW 2019) 
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Visual-Texual Emotion Analysis with Deep Coupled Video and Danmu Neural Networks


Nov 19, 2018
Chenchen Li, Jialin Wang, Hongwei Wang, Miao Zhao, Wenjie Li, Xiaotie Deng

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* Draft, 25 pages 
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Incorporating Relevant Knowledge in Context Modeling and Response Generation


Nov 09, 2018
Yanran Li, Wenjie Li, Ziqiang Cao, Chengyao Chen

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Meta-path Augmented Response Generation


Nov 02, 2018
Yanran Li, Wenjie Li

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* AAAI 2019 
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NEXUS Network: Connecting the Preceding and the Following in Dialogue Generation


Oct 07, 2018
Hui Su, Xiaoyu Shen, Wenjie Li, Dietrich Klakow

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* Accepted by EMNLP2018 
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RippleNet: Propagating User Preferences on the Knowledge Graph for Recommender Systems


Aug 25, 2018
Hongwei Wang, Fuzheng Zhang, Jialin Wang, Miao Zhao, Wenjie Li, Xing Xie, Minyi Guo

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* CIKM 2018 
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Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach


Aug 05, 2018
Jingjing Xu, Xu Sun, Qi Zeng, Xuancheng Ren, Xiaodong Zhang, Houfeng Wang, Wenjie Li

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* Accepted by ACL 2018 
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Large scale classification in deep neural network with Label Mapping


Jun 07, 2018
Qizhi Zhang, Kuang-Chih Lee, Hongying Bao, Yuan You, Wenjie Li, Dongbai Guo

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Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation


Mar 30, 2018
Shuming Ma, Xu Sun, Wei Li, Sujian Li, Wenjie Li, Xuancheng Ren

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* arXiv admin note: text overlap with arXiv:1710.02318 
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Complex Structure Leads to Overfitting: A Structure Regularization Decoding Method for Natural Language Processing


Nov 25, 2017
Xu Sun, Weiwei Sun, Shuming Ma, Xuancheng Ren, Yi Zhang, Wenjie Li, Houfeng Wang

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* arXiv admin note: text overlap with arXiv:1411.6243 
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Faithful to the Original: Fact Aware Neural Abstractive Summarization


Nov 13, 2017
Ziqiang Cao, Furu Wei, Wenjie Li, Sujian Li

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* 8 pages, 3 figures, AAAI 2018 
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DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset


Oct 11, 2017
Yanran Li, Hui Su, Xiaoyu Shen, Wenjie Li, Ziqiang Cao, Shuzi Niu

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* accepted by IJCNLP 2017 
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A Conditional Variational Framework for Dialog Generation


Jul 06, 2017
Xiaoyu Shen, Hui Su, Yanran Li, Wenjie Li, Shuzi Niu, Yang Zhao, Akiko Aizawa, Guoping Long

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* Accepted by ACL2017 
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