Benefits of Model-based Drug Development: A Rigorous, Planned Case Study. - Russell Reeve; Seth Berry; Wei Xiao 001; Bradley Ferguson; Marcel Thürk; Rüdiger Goetz (Commun. Stat. Simul. Comput., 2015)

Sampling Method for Fast Training of Support Vector Data Description. - Arin Chaudhuri; Deovrat Kakde; Maria Jahja; Wei Xiao 001; Hansi Jiang; Seunghyun Kong; Sergiy Peredriy (CoRR, 2016)

Bingo at IJCNLP-2017 Task 4: Augmenting Data using Machine Translation for Cross-linguistic Customer Feedback Classification. - Heba Elfardy; Manisha Srivastava; Wei Xiao 001; Jared Kramer; Tarun Agarwal (IJCNLP (Shared Tasks), 2017)

Prognosis and Diagnosis of Parkinson's Disease Using Multi-Task Learning. - Saba Emrani; Anya McGuirk; Wei Xiao 001 (KDD, 2017)

Online Robust Principal Component Analysis with Change Point Detection. - Wei Xiao 001; Xiaolin Huang; Jorge Silva 002; Saba Emrani; Arin Chaudhuri (CoRR, 2017)

Novel Online Algorithms for Nonparametric Correlations with Application to Analyze Sensor Data. - Wei Xiao 001 (IEEE BigData, 2019)

Online Robust Principal Component Analysis With Change Point Detection. - Wei Xiao 001; Xiaolin Huang; Fan He; Jorge Silva 002; Saba Emrani; Arin Chaudhuri (IEEE Trans. Multim., 2020)

X-SHOT: Learning to Rank Voice Applications Via Cross-Locale Shard-Based Co-Training. - Zheng Gao 002; Mohamed Abdelhady; Radhika Arava; Xibin Gao; Qian Hu; Wei Xiao 001; Thahir Mohamed (ASRU, 2021)

Pairwise Supervised Contrastive Learning of Sentence Representations. - Dejiao Zhang; Shang-Wen Li 001; Wei Xiao 001; Henghui Zhu; Ramesh Nallapati; Andrew O. Arnold; Bing Xiang (EMNLP (1), 2021)

Paraphrase Label Alignment for Voice Application Retrieval in Spoken Language Understanding. - Zheng Gao 002; Radhika Arava; Qian Hu; Xibin Gao; Thahir Mohamed; Wei Xiao 001; Mohamed Abdelhady (Interspeech, 2021)

Virtual Augmentation Supported Contrastive Learning of Sentence Representations. - Dejiao Zhang; Wei Xiao 001; Henghui Zhu; Xiaofei Ma 001; Andrew O. Arnold (ACL (Findings), 2022)

Learning Dialogue Representations from Consecutive Utterances. - Zhihan Zhou 001; Dejiao Zhang; Wei Xiao 001; Nicholas Dingwall; Xiaofei Ma 001; Andrew O. Arnold; Bing Xiang (NAACL-HLT, 2022)

Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora. - Xisen Jin; Dejiao Zhang; Henghui Zhu; Wei Xiao 001; Shang-Wen Li 001; Xiaokai Wei; Andrew O. Arnold; Xiang Ren 001 (NAACL-HLT, 2022)

QaNER: Prompting Question Answering Models for Few-shot Named Entity Recognition. - Andy T. Liu; Wei Xiao 001; Henghui Zhu; Dejiao Zhang; Shang-Wen Li 001; Andrew O. Arnold (CoRR, 2022)

FROST: Fallback Voice Apps Recommendation for Unhandled Voice Commands in Intelligent Personal Assistants. - Qian Hu; Thahir Mohamed; Wei Xiao 001; Xiyao Ma; Xibin Gao; Zheng Gao 002; Radhika Arava; Mohamed Abdelhady (Frontiers Big Data, 2022)

Two-Stage Voice Application Recommender System for Unhandled Utterances in Intelligent Personal Assistant. - Wei Xiao 001; Qian Hu; Thahir Mohamed; Zheng Gao 002; Xibin Gao; Radhika Arava; Mohamed Abdelhady (Frontiers Big Data, 2022)

SWING: Balancing Coverage and Faithfulness for Dialogue Summarization. - Kung-Hsiang Huang; Siffi Singh; Xiaofei Ma 001; Wei Xiao 001; Feng Nan; Nicholas Dingwall; William Yang Wang; Kathleen R. McKeown (EACL (Findings), 2023)