Pair the Dots: Jointly Examining Training History and Test Stimuli for Model Interpretability. - Yuxian Meng; Chun Fan 001; Zijun Sun; Eduard H. Hovy; Fei Wu 001; Jiwei Li 001 (CoRR, 2020)

Summarize, Outline, and Elaborate: Long-Text Generation via Hierarchical Supervision from Extractive Summaries. - Xiaofei Sun 001; Chun Fan 001; Zijun Sun; Yuxian Meng; Fei Wu 001; Jiwei Li 001 (CoRR, 2020)

Neural Semi-supervised Learning for Text Classification Under Large-Scale Pretraining. - Zijun Sun; Chun Fan 001; Xiaofei Sun 001; Yuxian Meng; Fei Wu 001; Jiwei Li 001 (CoRR, 2020)

Self-Explaining Structures Improve NLP Models. - Zijun Sun; Chun Fan 001; Qinghong Han; Xiaofei Sun 001; Yuxian Meng; Fei Wu 001; Jiwei Li 001 (CoRR, 2020)

Layer-wise Model Pruning based on Mutual Information. - Chun Fan 001; Jiwei Li 001; Tianwei Zhang 004; Xiang Ao 001; Fei Wu 001; Yuxian Meng; Xiaofei Sun 001 (EMNLP (1), 2021)

kFolden: k-Fold Ensemble for Out-Of-Distribution Detection. - Xiaoya Li 001; Jiwei Li 001; Xiaofei Sun 001; Chun Fan 001; Tianwei Zhang 004; Fei Wu 001; Yuxian Meng; Jun Zhang (EMNLP (1), 2021)

ConRPG: Paraphrase Generation using Contexts as Regularizer. - Yuxian Meng; Xiang Ao 001; Qing He 003; Xiaofei Sun 001; Qinghong Han; Fei Wu 001; Chun Fan 001; Jiwei Li 001 (EMNLP (1), 2021)

Towards Fast Network Intrusion Detection based on Efficiency-preserving Federated Learning. - Tian Dong; Han Qiu 001; Jialiang Lu; Meikang Qiu; Chun Fan 001 (ISPA/BDCloud/SocialCom/SustainCom, 2021)

A Unified Anomaly Detection Methodology for Lane-Following of Autonomous Driving Systems. - Xingshuo Han; Kangjie Chen; Yuan Zhou 005; Meikang Qiu; Chun Fan 001; Yang Liu 003; Tianwei Zhang 004 (ISPA/BDCloud/SocialCom/SustainCom, 2021)

Parameter Estimation for the SEIR Model Using Recurrent Nets. - Chun Fan 001; Yuxian Meng; Xiaofei Sun 001; Fei Wu 001; Tianwei Zhang 004; Jiwei Li 001 (CoRR, 2021)

Defending against Backdoor Attacks in Natural Language Generation. - Chun Fan 001; Xiaoya Li 001; Yuxian Meng; Xiaofei Sun 001; Xiang Ao 001; Fei Wu 001; Jiwei Li 001; Tianwei Zhang 004 (CoRR, 2021)

Layer-wise Model Pruning based on Mutual Information. - Chun Fan 001; Jiwei Li 001; Xiang Ao 001; Fei Wu 001; Yuxian Meng; Xiaofei Sun 001 (CoRR, 2021)

Triggerless Backdoor Attack for NLP Tasks with Clean Labels. - Leilei Gan; Jiwei Li 001; Tianwei Zhang 004; Xiaoya Li 001; Yuxian Meng; Fei Wu 001; Shangwei Guo; Chun Fan 001 (CoRR, 2021)

A General Framework for Defending Against Backdoor Attacks via Influence Graph. - Xiaofei Sun 001; Jiwei Li 001; Xiaoya Li 001; Ziyao Wang; Tianwei Zhang 004; Han Qiu 001; Fei Wu 001; Chun Fan 001 (CoRR, 2021)

Dependency Parsing as MRC-based Span-Span Prediction. - Leilei Gan; Yuxian Meng; Kun Kuang; Xiaofei Sun 001; Chun Fan 001; Fei Wu 001; Jiwei Li 001 (ACL (1), 2022)

Summarize, Outline, and Elaborate: Long-Text Generation via Hierarchical Supervision from Extractive Summaries. - Xiaofei Sun 001; Zijun Sun; Yuxian Meng; Jiwei Li 001; Chun Fan 001 (COLING, 2022)

Paraphrase Generation as Unsupervised Machine Translation. - Xiaofei Sun 001; Yufei Tian; Yuxian Meng; Nanyun Peng 001; Fei Wu 001; Jiwei Li 001; Chun Fan 001 (COLING, 2022)

BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models. - Kangjie Chen; Yuxian Meng; Xiaofei Sun 001; Shangwei Guo; Tianwei Zhang 004; Jiwei Li 001; Chun Fan 001 (ICLR, 2022)

Triggerless Backdoor Attack for NLP Tasks with Clean Labels. - Leilei Gan; Jiwei Li 001; Tianwei Zhang 004; Xiaoya Li 001; Yuxian Meng; Fei Wu 001; Yi Yang 001; Shangwei Guo; Chun Fan 001 (NAACL-HLT, 2022)

Sentence Similarity Based on Contexts. - Xiaofei Sun 001; Yuxian Meng; Xiang Ao 001; Fei Wu 001; Tianwei Zhang 004; Jiwei Li 001; Chun Fan 001 (Trans. Assoc. Comput. Linguistics, 2022)

Critique of "A Parallel Framework for Constraint-Based Bayesian Network Learning via Markov Blanket Discovery" by SCC Team From Peking University. - Jiaqi Si; Junyi Guo; Zhewen Hao; Wenyang He; Ruihan Li; Yueyang Pan; Zhenxin Fu; Chun Fan 001 (IEEE Trans. Parallel Distributed Syst., 2023)