Description: Hao Fei - Home
I am currently a postdoc research fellow of NExT++ research center , National University of Singapore, working with Prof. Tat-Seng Chua . I am also an associate researcher at Singapore SEA AI lab , (previously) working with Prof. Shuicheng Yan . Prior to that, I received my Ph.D degree at Wuhan University, advised by Prof. Donghong Ji ; and received B.E degree from Xidian University. I was an intern at Baidu Inc. when I was in my B.E stage.
My research direction lies in the intersection of Natural Language Processing (NLP) and Computer Vision (CV), i.e., Vision-Language Learning or Multimodal Machine Learning. My interests broadly cover the NLP and multimedia applications, such as Langauge Modeling , Information Extraction , Affective Computing , Syntax/Semantic Parsing , Text-to-Image/Video Generation , Image/Video Synthesis . I am apt to construct learning models, with the fundamental goal of building systems capable of human-level understan
My research has been published in top-tier ML/NLP/DM venues, including, ICML, NeurIPS, ACL, AAAI, WWW, SIGIR, IJCAI, EMNLP, COLING, TOIS, TNNLS, TASLP, etc. My Ph.D thesis was awarded the Excellent Doctoral Thesis of Chinese Information Processing Society (CIPS). I won more than ten honors and awards when I was in Ph.D stage. I’ve served as (Senior) Area Chair or Senior Program Committee of top-tier conferences, such as ACL, IJCAI, EMNLP, WSDM, ARR. Also, I am the persistently-invited reviewer for prestigio