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Superposing Many Tickets into One: A Performance Booster for Sparse Neural Network Training



Lu Yin , Vlado Menkovski , Meng Fang , Tianjin Huang , Yulong Pei , Mykola Pechenizkiy , Decebal Constantin Mocanu , Shiwei Liu

* 17 pages, 5 figures, accepted by the 38th Conference on Uncertainty in Artificial Intelligence (UAI) 

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Phrase-level Textual Adversarial Attack with Label Preservation



Yibin Lei , Yu Cao , Dianqi Li , Tianyi Zhou , Meng Fang , Mykola Pechenizkiy

* NAACL-HLT 2022 Findings (Long), 9 pages + 2 pages references + 8 pages appendix 

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Is Neural Topic Modelling Better than Clustering? An Empirical Study on Clustering with Contextual Embeddings for Topics



Zihan Zhang , Meng Fang , Ling Chen , Mohammad-Reza Namazi-Rad

* Accepted by NAACL 2022 

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A Model-Agnostic Data Manipulation Method for Persona-based Dialogue Generation



Yu Cao , Wei Bi , Meng Fang , Shuming Shi , Dacheng Tao

* Accepted to ACL 2022 (long paper) 

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Rethinking Goal-conditioned Supervised Learning and Its Connection to Offline RL



Rui Yang , Yiming Lu , Wenzhe Li , Hao Sun , Meng Fang , Yali Du , Xiu Li , Lei Han , Chongjie Zhang

* Accepted by International Conference on Learning Representations (ICLR) 2022 

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Generalization in Text-based Games via Hierarchical Reinforcement Learning



Yunqiu Xu , Meng Fang , Ling Chen , Yali Du , Chengqi Zhang

* 41 pages, 11 figures, EMNLP2021 Findings 

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ProtoInfoMax: Prototypical Networks with Mutual Information Maximization for Out-of-Domain Detection



Iftitahu Ni'mah , Meng Fang , Vlado Menkovski , Mykola Pechenizkiy

* EMNLP2021-Findings 
* This manuscript will be available in ACL Anthology section EMNLP2021-Findings papers 

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Safe Exploration by Solving Early Terminated MDP



Hao Sun , Ziping Xu , Meng Fang , Zhenghao Peng , Jiadong Guo , Bo Dai , Bolei Zhou


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