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Factual Consistency Evaluation for Text Summarization via Counterfactual Estimation


Sep 08, 2021
Yuexiang Xie, Fei Sun, Yang Deng, Yaliang Li, Bolin Ding

* Accepted by EMNLP-21 

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Counterfactual Evaluation for Explainable AI


Sep 05, 2021
Yingqiang Ge, Shuchang Liu, Zelong Li, Shuyuan Xu, Shijie Geng, Yunqi Li, Juntao Tan, Fei Sun, Yongfeng Zhang


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Effective Model Sparsification by Scheduled Grow-and-Prune Methods


Jun 18, 2021
Xiaolong Ma, Minghai Qin, Fei Sun, Zejiang Hou, Kun Yuan, Yi Xu, Yanzhi Wang, Yen-Kuang Chen, Rong Jin, Yuan Xie


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CausCF: Causal Collaborative Filtering for RecommendationEffect Estimation


May 28, 2021
Xu Xie, Zhaoyang Liu, Shiwen Wu, Fei Sun, Cihang Liu, Jiawei Chen, Jinyang Gao, Bin Cui, Bolin Ding


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Unified Conversational Recommendation Policy Learning via Graph-based Reinforcement Learning


May 20, 2021
Yang Deng, Yaliang Li, Fei Sun, Bolin Ding, Wai Lam

* Accepted by SIGIR 2021 

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GRN: Generative Rerank Network for Context-wise Recommendation


Apr 07, 2021
Yufei Feng, Binbin Hu, Yu Gong, Fei Sun, Qingwen Liu, Wenwu Ou

* Better read with arXiv:2102.12057. arXiv admin note: text overlap with arXiv:2102.12057 

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Semantic Models for the First-stage Retrieval: A Comprehensive Review


Mar 12, 2021
Yinqiong Cai, Yixing Fan, Jiafeng Guo, Fei Sun, Ruqing Zhang, Xueqi Cheng


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Explore User Neighborhood for Real-time E-commerce Recommendation


Feb 28, 2021
Xu Xie, Fei Sun, Xiaoyong Yang, Zhao Yang, Jinyang Gao, Wenwu Ou, Bin Cui

* To appear in ICDE 2021 

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Variation Control and Evaluation for Generative SlateRecommendations


Feb 26, 2021
Shuchang Liu, Fei Sun, Yingqiang Ge, Changhua Pei, Yongfeng Zhang

* 12 pages, 8 figures, to be published in WWW 2021 

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Revisit Recommender System in the Permutation Prospective


Feb 24, 2021
Yufei Feng, Yu Gong, Fei Sun, Qingwen Liu, Wenwu Ou

* Under the review of the KDD2021 Applied Data Science track 

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Graph Attention Collaborative Similarity Embedding for Recommender System


Feb 05, 2021
Jinbo Song, Chao Chang, Fei Sun, Zhenyang Chen, Guoyong Hu, Peng Jiang


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Towards Long-term Fairness in Recommendation


Jan 10, 2021
Yingqiang Ge, Shuchang Liu, Ruoyuan Gao, Yikun Xian, Yunqi Li, Xiangyu Zhao, Changhua Pei, Fei Sun, Junfeng Ge, Wenwu Ou, Yongfeng Zhang


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CLEAR: Contrastive Learning for Sentence Representation


Dec 31, 2020
Zhuofeng Wu, Sinong Wang, Jiatao Gu, Madian Khabsa, Fei Sun, Hao Ma

* 10 pages, 2 figures 

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Graph Neural Networks in Recommender Systems: A Survey


Nov 04, 2020
Shiwen Wu, Wentao Zhang, Fei Sun, Bin Cui

* 27 pages, 10 figures 

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Ranking Enhanced Dialogue Generation


Aug 13, 2020
Changying Hao, Liang Pang, Yanyan Lan, Fei Sun, Jiafeng Guo, Xueqi Cheng

* Accepted at CIKM 2020 

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Computation on Sparse Neural Networks: an Inspiration for Future Hardware


Apr 24, 2020
Fei Sun, Minghai Qin, Tianyun Zhang, Liu Liu, Yen-Kuang Chen, Yuan Xie

* 9 pages, 3 figures 

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A Unified DNN Weight Compression Framework Using Reweighted Optimization Methods


Apr 12, 2020
Tianyun Zhang, Xiaolong Ma, Zheng Zhan, Shanglin Zhou, Minghai Qin, Fei Sun, Yen-Kuang Chen, Caiwen Ding, Makan Fardad, Yanzhi Wang


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Skeleton Based Action Recognition using a Stacked Denoising Autoencoder with Constraints of Privileged Information


Mar 12, 2020
Zhize Wu, Thomas Weise, Le Zou, Fei Sun, Ming Tan


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Learning in the Frequency Domain


Mar 12, 2020
Kai Xu, Minghai Qin, Fei Sun, Yuhao Wang, Yen-Kuang Chen, Fengbo Ren

* Accepted to CVPR 2020; https://github.com/calmevtime/DCTNet 

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MLPerf Inference Benchmark


Nov 06, 2019
Vijay Janapa Reddi, Christine Cheng, David Kanter, Peter Mattson, Guenther Schmuelling, Carole-Jean Wu, Brian Anderson, Maximilien Breughe, Mark Charlebois, William Chou, Ramesh Chukka, Cody Coleman, Sam Davis, Pan Deng, Greg Diamos, Jared Duke, Dave Fick, J. Scott Gardner, Itay Hubara, Sachin Idgunji, Thomas B. Jablin, Jeff Jiao, Tom St. John, Pankaj Kanwar, David Lee, Jeffery Liao, Anton Lokhmotov, Francisco Massa, Peng Meng, Paulius Micikevicius, Colin Osborne, Gennady Pekhimenko, Arun Tejusve Raghunath Rajan, Dilip Sequeira, Ashish Sirasao, Fei Sun, Hanlin Tang, Michael Thomson, Frank Wei, Ephrem Wu, Lingjie Xu, Koichi Yamada, Bing Yu, George Yuan, Aaron Zhong, Peizhao Zhang, Yuchen Zhou


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Improving Multi-turn Dialogue Modelling with Utterance ReWriter


Jun 14, 2019
Hui Su, Xiaoyu Shen, Rongzhi Zhang, Fei Sun, Pengwei Hu, Cheng Niu, Jie Zhou

* Accepted to ACL 2019 

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Exact-K Recommendation via Maximal Clique Optimization


May 17, 2019
Yu Gong, Yu Zhu, Lu Duan, Qingwen Liu, Ziyu Guan, Fei Sun, Wenwu Ou, Kenny Q. Zhu

* SIGKDD 2019 

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Compositional Network Embedding


Apr 18, 2019
Tianshu Lyu, Fei Sun, Peng Jiang, Wenwu Ou, Yan Zhang


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Low-Power Computer Vision: Status, Challenges, Opportunities


Apr 15, 2019
Sergei Alyamkin, Matthew Ardi, Alexander C. Berg, Achille Brighton, Bo Chen, Yiran Chen, Hsin-Pai Cheng, Zichen Fan, Chen Feng, Bo Fu, Kent Gauen, Abhinav Goel, Alexander Goncharenko, Xuyang Guo, Soonhoi Ha, Andrew Howard, Xiao Hu, Yuanjun Huang, Donghyun Kang, Jaeyoun Kim, Jong Gook Ko, Alexander Kondratyev, Junhyeok Lee, Seungjae Lee, Suwoong Lee, Zichao Li, Zhiyu Liang, Juzheng Liu, Xin Liu, Yang Lu, Yung-Hsiang Lu, Deeptanshu Malik, Hong Hanh Nguyen, Eunbyung Park, Denis Repin, Liang Shen, Tao Sheng, Fei Sun, David Svitov, George K. Thiruvathukal, Baiwu Zhang, Jingchi Zhang, Xiaopeng Zhang, Shaojie Zhuo

* Preprint, Accepted by IEEE Journal on Emerging and Selected Topics in Circuits and Systems. arXiv admin note: substantial text overlap with arXiv:1810.01732 

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