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Capture Uncertainties in Deep Neural Networks for Safe Operation of Autonomous Driving Vehicles


Aug 11, 2021
Liuhui Ding, Dachuan Li, Bowen Liu, Wenxing Lan, Bing Bai, Qi Hao, Weipeng Cao, Ke Pei

* To appear in the 19th IEEE International Symposium on Parallel and Distributed Processing with Applications (IEEE ISPA 2021) 

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2nd Place Solution for Waymo Open Dataset Challenge -- Real-time 2D Object Detection


Jun 16, 2021
Yueming Zhang, Xiaolin Song, Bing Bai, Tengfei Xing, Chao Liu, Xin Gao, Zhihui Wang, Yawei Wen, Haojin Liao, Guoshan Zhang, Pengfei Xu


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Reliable Evaluations for Natural Language Inference based on a Unified Cross-dataset Benchmark


Oct 15, 2020
Guanhua Zhang, Bing Bai, Jian Liang, Kun Bai, Conghui Zhu, Tiejun Zhao


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Domain Agnostic Learning for Unbiased Authentication


Oct 11, 2020
Jian Liang, Yuren Cao, Shuang Li, Bing Bai, Hao Li, Fei Wang, Kun Bai


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Hybrid Differentially Private Federated Learning on Vertically Partitioned Data


Sep 06, 2020
Chang Wang, Jian Liang, Mingkai Huang, Bing Bai, Kun Bai, Hao Li


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A Federated Multi-View Deep Learning Framework for Privacy-Preserving Recommendations


Aug 25, 2020
Mingkai Huang, Hao Li, Bing Bai, Chang Wang, Kun Bai, Fei Wang


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Adversarial Infidelity Learning for Model Interpretation


Jun 27, 2020
Jian Liang, Bing Bai, Yuren Cao, Kun Bai, Fei Wang

* 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD '20), August 23--27, 2020, Virtual Event, USA 

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Why is Attention Not So Attentive?


Jun 10, 2020
Bing Bai, Jian Liang, Guanhua Zhang, Hao Li, Kun Bai, Fei Wang


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General-Purpose User Embeddings based on Mobile App Usage


May 27, 2020
Junqi Zhang, Bing Bai, Ye Lin, Jian Liang, Kun Bai, Fei Wang

* To be published in the KDD2020 proceedings as a full paper 

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Demographics Should Not Be the Reason of Toxicity: Mitigating Discrimination in Text Classifications with Instance Weighting


Apr 29, 2020
Guanhua Zhang, Bing Bai, Junqi Zhang, Kun Bai, Conghui Zhu, Tiejun Zhao

* Accepted by ACL 2020 

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CSRN: Collaborative Sequential Recommendation Networks for News Retrieval


Apr 07, 2020
Bing Bai, Guanhua Zhang, Ye Lin, Hao Li, Kun Bai, Bo Luo


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Generating Followup Questions for Interpretable Multi-hop Question Answering


Feb 27, 2020
Christopher Malon, Bing Bai


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Mitigating Annotation Artifacts in Natural Language Inference Datasets to Improve Cross-dataset Generalization Ability


Oct 05, 2019
Guanhua Zhang, Bing Bai, Junqi Zhang, Kun Bai, Conghui Zhu, Tiejun Zhao


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Selection Bias Explorations and Debias Methods for Natural Language Sentence Matching Datasets


May 20, 2019
Guanhua Zhang, Bing Bai, Jian Liang, Kun Bai, Shiyu Chang, Mo Yu, Conghui Zhu, Tiejun Zhao

* Accepted by ACL 2019 

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