科研成果 by Year: 2021

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.
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.
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.
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.
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.
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.
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.
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.
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.
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, 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.
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.