Associate Professor · CNIC, Chinese Academy of Sciences
Auto-updated from Google Scholar · Jul 13, 2026
About
Meng Xiao received joint doctoral training at the University of Chinese Academy of Sciences and the Institute for Infocomm Research, A*STAR, Singapore, and earned his Ph.D. in June 2023. He is currently an Associate Professor at the Computer Network Information Center, Chinese Academy of Sciences, and a Joint Research Fellow at Duke-NUS Medical School, National University of Singapore.
Meng has published more than 40 papers in leading venues, including iMeta, The Innovation Life, NeurIPS, ICLR, ICML, IEEE TKDE, IEEE ICDE, ACM SIGKDD, AIJ, and ACM TKDD. He also serves the academic community as an (S)PC member and reviewer for leading conferences and journals.
His research has been supported by a National-level Overseas Talent Program, the Singapore Government, the National Natural Science Foundation of China, the Beijing Natural Science Foundation, the Chinese Academy of Sciences, and the Beijing Association for Science and Technology.
He is a member of CCF, IEEE, ACM, and CAAI.
News
One paper "Comprehend, Divide, and Conquer: Feature Subspace Exploration via Multi-Agent Hierarchical Reinforcement Learning" accepted by ACM TKDD!
Our platform xCompass is now online — an AI-ready portal for single-cell and gene foundation models.Link
One paper "SciHorizon-GENE: Benchmarking LLM for Life Sciences Inference from Gene Knowledge to Functional Understanding" accepted by ACM SIGKDD 2026!
Our review "Harnessing the Gut Microbiome to Combat Tuberculosis: A Technological and Clinical Review" published in Frontiers in Cellular and Infection Microbiology!
One paper "Towards Data-Centric AI: A Comprehensive Survey of Traditional, Reinforcement, and Generative Approaches for Tabular Data Transformation" accepted by ACM TKDD!
Research
Dongjie Wang, Yanyong Huang, Wangyang Ying, Haoyue Bai, Nanxu Gong, Xinyuan Wang, Sixun Dong, Tao Zhe, Kunpeng Liu, Meng Xiao, Pengfei Wang, Pengyang Wang, Hui Xiong, Yanjie Fu
Weiguo Sun, Meng Xiao, Syed Luqman Ali, Chanyuan Jin, Asifullah Khan, Shakirullah Shakirullah, Ruizi Ni, Yajing An, Mingming Zhang, Yuan Tian, Shradha Kaushik, Yuhang Zhang, Wenping Gong
Guang Yang, Jianing Li, Qiong Wang, Lianlian Wu, Zhengshan Chen, Peng-Cheng Zhao, Haoyang Wang, Qinglong Wang, Bing Wen, Chao Song, Wenxin Xu, Xiongfei He, Xiao Zhang, Sophia Tsoka, Siu-Ming Yiu, Fang-Xiang Wu, Meng Xiao, Shirui Pan, Hui Yu, Song He, Xiaoli Li, Xiaochen Bo, Min Wu, Jian-Yu Shi
Yanhua Liu, Ling Yang, Maryam Meskini, Anjana Goel, Monique Opperman, Sagar Singh Shyamal, Ajay Manaithiya, Meng Xiao, Ruizi Ni, Yajing An, Mingming Zhang, Yuan Tian, Shuang Zhou, Zhaoyang Ye, Li Zhuang, Linsheng Li, Istuti Saraswat, Ankita Kar, Syed Luqman Ali, Shakir Ullah, Syed Yasir Ali, Shradha Kaushik, Tianmu Tian, Mingyang Jiao, Shujun Wang, Giulia Ghisleni, Alice Armanni, Sara Fumagalli, WenYu Wang, Chao Cao, Miguel Prieto Lage, Marla Carpena Rodriguez, Antonia Bruno, Chanyuan Jin, Hanqing Hu, Yuhang Zhang, Ilse du Preez, Ashok Aspatwar, Lingxia Zhang, Wenping Gong
Weiliang Zhang, Xiaohan Huang, Yi Du, Ziyue Qiao, Qingqing Long, Zhen Meng, Yuanchun Zhou, Meng Xiao
Xiaohan Huang, Meng Xiao, Chuan Qin, Qingqing Long, Jinmiao Chen, Yuanchun Zhou, Hengshu Zhu
Ran Zhang, Yihong Wang, Xuezhi Wang, QingQing Long, Jianghua Zhao, Meng Xiao
Ziyue Qiao, Xiaomin Yu, Weiyu Guo, Xiao Luo, Meng Xiao, Hui Xiong
Meng Xiao, Weiliang Zhang, Xiaohan Huang, Hengshu Zhu, Min Wu, Xiaoli Li, Yuanchun Zhou
Chuan Qin, Xin Chen, Chengrui Wang, Pengmin Wu, Xi Chen, Yihang Cheng, Jingyi Zhao, Meng Xiao, Xiangchao Dong, Qingqing Long, Boya Pan, Han Wu, Chengzan Li, Yuanchun Zhou, Hui Xiong, Hengshu Zhu
Pengfei Wang, Wenhao Liu, Jiajia Wang, Yana Liu, Pengjiang Li, Ping Xu, Wentao Cui, Ran Zhang, Qingqing Long, Zhilong Hu, Chen Fang, Jingxi Dong, Chunyang Zhang, Yan Chen, Chengrui Wang, Guole Liu, Hanyu Xie, Yiyang Zhang, Meng Xiao, Shubai Chen, Haiping Jiang, The X-Compass Consortium, Yiqiang Chen, Ge Yang, Shihua Zhang, Zhen Meng, Xuezhi Wang, Guihai Feng, Xin Li, Yuanchun Zhou
Meng Xiao, Junfeng Zhou, Yuanchun Zhou
Ziyue Qiao, Qianyi Cai, Hao Dong, Jiawei Gu, Pengyang Wang, Meng Xiao, Xiao Luo, Hui Xiong
Yuqi Li, Qingqing Long, Yihang Zhou, Ran Zhang, Zhiyuan Ning, Zhihong Zhu, Yuanchun Zhou, Xuezhi Wang, Meng Xiao
Qingqing Long, Yuchen Yan, Wentao Cui, Zhihong Zhu, Wei Ju, Zhihong Zhu, Yuanchun Zhou, Xuezhi Wang, Meng Xiao
Zhijian Chen, Chuan Hu, Min Wu, Qingqing Long, Xuezhi Wang, Yuanchun Zhou, Meng Xiao
Projects
An intelligent search and knowledge-discovery platform for life science researchers, bringing together 6M full-text papers and 20M abstracts with cross-platform web search. Built on an AGI agent architecture, it understands research intent, decomposes complex tasks, and supports literature matching, trend analysis, and personalized recommendations. A platform I lead, now live.
A platform exploring a human–AI symbiotic scientific world — the home of our AI-for-science agents and tools for the research community.
Background
2026 — Present
Computer Network Information Center, Chinese Academy of Sciences
Scientific data mining, Data-centric AI
2025 — Present
Duke-NUS Medical School, National University of Singapore
Single-cell data mining, AI for life science
2023 — 2025
Computer Network Information Center, Chinese Academy of Sciences
Scientific data mining, Data-centric AI
2019 — 2023
University of Chinese Academy of Sciences
Scientific literature mining, interdisciplinary knowledge graphs
中国科学院院长奖学金特别奖 · the highest award for CAS graduate students
北京市科协青年人才托举工程 · batch of 2024–2026
Joint training with Institute for Infocomm Research, A*STAR, Singapore
Contact
I typically respond within 2–3 business days. For urgent matters, please mention “URGENT” in the subject line.
