科研成果

已提交
Xu H, Zhao Y, He Y, Fan C, DU G, Liu X, Han R, Kang J. Shell Strain Effects on Valence Band Structure and Transport Property in Ge/Si1-xGex Core-Shell Nanowire. 已提交.
2022
Han Y, Xue T, Kelly FJ, Zheng Y, Yao Y, Li J, Li J, Fan C, Li P, Zhu T. Association of PM2. 5 Reduction with Improved Kidney Function: A Nationwide Quasiexperiment among Chinese Adults. Health Data Science. 2022;2022.
Sun X, Meng Y, Ao X, Wu F, Zhang T, Li J, Fan C. Sentence Similarity Based on Contexts. Transactions of the Association for Computational Linguistics. 2022;10:573–588.
2021
Yuxian Meng, Xiang Ao QHXSQHFWCF, Li J. ConRPG: Paraphrase Generation using Contexts as Regularizer, in Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. 2562; 2021:2551.
Chun Fan, Jiwei Li TZXAFWYM, Sun X. Layer-wise Model Pruning based on Mutual Information, in Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. 3090; 2021:3079.
杨宏辉, 李若淼, 马银萍, 樊春. 通用高性能计算集群系统的设计与部署. 中国计算机用户协会网络应用分会 2021 年第二十五届网络新技术与应用年会论文集. 2021.
Chen K, Meng Y, Sun X, Guo S, Zhang T, Li J, Fan C. Badpre: Task-agnostic backdoor attacks to pre-trained nlp foundation models, in ICLR 2022.; 2021.
Sun X, Li J, Li X, Wang Z, Zhang T, Qiu H, Wu F, Fan C. A General Framework for Defending Against Backdoor Attacks via Influence Graph. arXiv preprint arXiv:2111.14309. 2021.
Li X, Li J, Sun X, Fan C, Zhang T, Wu F, Meng Y, Zhang J. $ k $ Folden: $ k $-Fold Ensemble for Out-Of-Distribution Detection, in Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing.; 2021.
Fan C, Tian Y, Meng Y, Peng N, Sun X, Wu F, Li J. Paraphrase Generation as Unsupervised Machine Translation. arXiv preprint arXiv:2109.02950. 2021.
Dong T, Qiu H, Lu J, Qiu M, Fan C. Towards Fast Network Intrusion Detection based on Efficiency-preserving Federated Learning, in 2021 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom). IEEE; 2021:468–475.
Gan L, Li J, Zhang T, Li X, Meng Y, Wu F, Guo S, Fan C. Triggerless Backdoor Attack for NLP Tasks with Clean Labels. NAACL 2022. 2021.
Han X, Chen K, Zhou Y, Qiu M, Fan C, Liu Y, Zhang T. A Unified Anomaly Detection Methodology for Lane-Following of Autonomous Driving Systems, in 2021 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom). IEEE; 2021:836–844.
Sun X, Guan T, Xue T, Fan C, Yang M, Meng Y, Zhang T, Jiangtulu B, Wu F, Li J. Analysis on action tracking reports of covid-19 informs control strategies and vaccine delivery in post-pandemic era. medRxiv. 2021.
Fan C, Li X, Meng Y, Sun X, Ao X, Wu F, Li J, Zhang T. Defending against backdoor attacks in natural language generation. arXiv preprint arXiv:2106.01810. 2021.
Gan L, Meng Y, Kuang K, Sun X, Fan C, Wu F, Li J. Dependency parsing as mrc-based span-span prediction. ACL 2022. 2021.
Fan C, Meng Y, Sun X, Wu F, Zhang T, Li J. Parameter Estimation for the SEIR Model Using Recurrent Nets. arXiv preprint arXiv:2105.14524. 2021.
2020
杨宏辉, 李若淼, 张树义, 马银萍, 樊春. 基于容器技术的高性能软件部署方案. 中国计算机用户协会网络应用分会 2020 年第二十四届网络新技术与应用年会论文集. 2020.
Sun Z, Fan C, Han Q, Sun X, Meng Y, Wu F, Li J. Self-explaining structures improve nlp models. arXiv preprint arXiv:2012.01786. 2020.
Sun X, Fan C, Sun Z, Meng Y, Wu F, Li J. Summarize, outline, and elaborate: Long-text generation via hierarchical supervision from extractive summaries. arXiv preprint arXiv:2010.07074. 2020.

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