Heng Ji is affiliated with the University of Illinois at Urbana-Champaign in the United States. Their research spans primarily the field of computer science, with a focus on artificial intelligence, computer vision and pattern recognition, information systems, management science and operations research, and molecular biology.
The scientist has published extensively, with a total of 161 publications in computer science. Within this domain, 115 publications focus on artificial intelligence, 21 on computer vision and pattern recognition, 13 on information systems, 8 on management science and operations research, and another 8 on molecular biology. Their main research topics include topic modeling, natural language processing techniques, multimodal machine learning applications, software engineering research, domain adaptation and few-shot learning, data quality and management, and advanced text analysis techniques.
Heng Ji's recent papers cover a range of topics and venues, including:
The scholar frequently publishes in venues such as:
Collaborative work is a significant aspect of Heng Ji's research activity. They have worked multiple times with coauthors including Yi R. Fung, Jiawei Han, Manling Li, Revanth Gangi Reddy, and Yangyi Chen.
Qi Li;Heng Ji
Qi Li;Heng Ji;Liang Huang
Heng Ji;Ralph Grishman
Heng Ji;Heng Ji;Ralph Grishman;Hoa Trang Dang;Kira Griffitt
Heng Ji;Ralph Grishman
Xiaoman Pan;Boliang Zhang;Jonathan May;Joel Nothman
Ying Lin;Heng Ji;Fei Huang;Lingfei Wu
Xiang Ren;Zeqiu Wu;Wenqi He;Meng Qu
Di Lu;Leonardo Neves;Vitor Carvalho;Ning Zhang
Yang Liu;Furu Wei;Sujian Li;Heng Ji
Xiaocheng Feng;Lifu Huang;Duyu Tang;Heng Ji
Marlon Mooijman;Joe Hoover;Ying Lin;Heng Ji
Fenglong Ma;Yaliang Li;Qi Li;Minghui Qiu
Wenhao Yu;Chenguang Zhu;Zaitang Li;Zhiting Hu
Sha Li;Heng Ji;Jiawei Han
Yu Meng;Yunyi Zhang;Jiaxin Huang;Chenyan Xiong
Ziqiang Cao;Sujian Li;Yang Liu;Wenjie Li
Lifu Huang;Heng Ji;Kyunghyun Cho;Ido Dagan
Dong Wang;Boleslaw K. Szymanski;Tarek Abdelzaher;Heng Ji
Guo-Jun Qi;C. Aggarwal;Qi Tian;Heng Ji
Lifu Huang;Heng Ji;Kyunghyun Cho;Clare R. Voss
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