Characterizing API elements in software documentation with vector representation. - Thanh Van Nguyen; Anh Tuan Nguyen 001; Tien N. Nguyen (ICSE (Companion Volume), 2016)

T2API: synthesizing API code usage templates from English texts with statistical translation. - Thanh Van Nguyen; Peter C. Rigby; Anh Tuan Nguyen 001; Mark Karanfil; Tien N. Nguyen (SIGSOFT FSE, 2016)

Combining Word2Vec with revised vector space model for better code retrieval. - Thanh Van Nguyen; Anh Tuan Nguyen 001; Hung Dang Phan; Trong Duc Nguyen; Tien N. Nguyen (ICSE (Companion Volume), 2017)

Statistical translation of English texts to API code templates. - Anh Tuan Nguyen 001; Peter C. Rigby; Thanh Van Nguyen; Mark Karanfil; Tien N. Nguyen (ICSE (Companion Volume), 2017)

A Forward-Backward Approach for Visualizing Information Flow in Deep Networks. - Aditya Balu; Thanh Van Nguyen; Apurva Kokate; Chinmay Hegde; Soumik Sarkar (CoRR, 2017)

A Provable Approach for Double-Sparse Coding. - Thanh Van Nguyen; Raymond K. W. Wong; Chinmay Hegde (AAAI, 2018)

On Learning Sparsely Used Dictionaries from Incomplete Samples. - Thanh Van Nguyen; Akshay Soni; Chinmay Hegde (ICML, 2018)

Inferring API elements relevant to an english query. - Thanh Van Nguyen; Tien N. Nguyen (ICSE (Companion Volume), 2018)

Complementing global and local contexts in representing API descriptions to improve API retrieval tasks. - Thanh Van Nguyen; Ngoc M. Tran; Hung Phan; Trong Duc Nguyen; Linh H. Truong; Anh Tuan Nguyen 001; Hoan Anh Nguyen; Tien N. Nguyen (ESEC/SIGSOFT FSE, 2018)

Autoencoders Learn Generative Linear Models. - Thanh Van Nguyen; Raymond K. W. Wong; Chinmay Hegde (CoRR, 2018)

On the Dynamics of Gradient Descent for Autoencoders. - Thanh Van Nguyen; Raymond K. W. Wong; Chinmay Hegde (AISTATS, 2019)

Provably Accurate Double-Sparse Coding. - Thanh Van Nguyen; Raymond K. W. Wong; Chinmay Hegde (J. Mach. Learn. Res., 2019)

Learning Robust Models for e-Commerce Product Search. - Thanh Van Nguyen; Nikhil Rao 001; Karthik Subbian (CoRR, 2020)

Implicit Sparse Regularization: The Impact of Depth and Early Stopping. - Jiangyuan Li; Thanh Van Nguyen; Chinmay Hegde; Ka Wai Wong (NeurIPS, 2021)

Implicit Sparse Regularization: The Impact of Depth and Early Stopping. - Jiangyuan Li; Thanh Van Nguyen; Chinmay Hegde; Raymond K. W. Wong (CoRR, 2021)

Benefits of Jointly Training Autoencoders: An Improved Neural Tangent Kernel Analysis. - Thanh Van Nguyen; Raymond K. W. Wong; Chinmay Hegde (IEEE Trans. Inf. Theory, 2021)

Inverse Imaging with Generative Priors Via Langevin Dynamics. - Thanh Van Nguyen; Gauri Jagatap; Chinmay Hegde (ICASSP, 2022)

Provable Compressed Sensing With Generative Priors via Langevin Dynamics. - Thanh Van Nguyen; Gauri Jagatap; Chinmay Hegde (IEEE Trans. Inf. Theory, 2022)

Implicit Regularization for Group Sparsity. - Jiangyuan Li; Thanh Van Nguyen; Chinmay Hegde; Raymond K. W. Wong (ICLR, 2023)