He has investigated several open-domain conversational systems and dialog systems in vertical domains. Till now he has published more than 50 highly competitive peer reviewed papers. He serves as a senior program committee member of several top-tier venues such as KDD, SIGIR, ACL, WWW, IJCAI, AAAI, CIKM, EMNLP.