About

I am a Research scientist at Facebook AI, primarily working on Natural Language Generation (NLG), Deep Generative Models (DGMs), Generative Pre-training and Text Representation learning. I received Ph.D. degree and M.S. degree (Statistical Science) from Duke University in 2018, advised by Professor Lawrence Carin. Before that, I received B.Sc. degree in Physics from Nanjin University, Department for Intensive Instruction (DII), Kuang Yaming Honors school in 2011.

I have served as an Area Chair (or equivalent) for NeurIPS (2021), ACL (2021) and AAAI (2019-2021). I have served as one of the organization committee members in ACL (2020). I received NeurIPS top reviewer awards (2019).

Please send me an email with your latest CV if you are a senior PhD student working on **faithful generation** or **efficient transformer** and looking for an internship

My recent research focuses on below topics:

• Hallucination detection and prevention for NLG.

• Efficient transformer

• Open-domain question answering

• Non-autoregressive text generation.

• Adversarial attacking for NLP.

• Controllable text generation.

• Long-form text understanding/generation/reasoning.