Scholar
Yuxiao Dong
Google Scholar ID: dZJy8_8AAAAJ
CS, Tsinghua University
Citations & Impact
Citations
29,298
H-index
61
i10-index
121
Publications
20
Co-authors
20
list available
Publications
Resume (English only)
Academic Achievements
- Received the 2017 SIGKDD Dissertation Award Honorable Mention and the 2022 SIGKDD Rising Star Award. His work has been deployed in large-scale applications at Facebook, Microsoft, Tencent, and nominated for best papers at WWW'22, WWW'19, ECML-PKDD'23, and WSDM’15. Published papers include AgentRL, DeepDive, MobileRL, WebRL, T1 for RL Scaling, TreeRL, SWE-Dev, AndroidLab, AgentBench, AgentTuning, VisionReward, ImageReward, Scaling RLHF, Emergent Abilities vs. Loss, CogVLM, Speech-Text Pre-training, CogView3, CodeGeeX, GraphAlign, GraphMAE, GraphMAE2, GPT-GNN, GCC, NetMF, NetSMF, ProNE, SketchNE, metapath2vec, Heterogeneous Graph Transformer (HGT), etc.
Research Experience
- Worked at Meta AI and Microsoft Research Redmond. Current research directions include large language models, vision language models, LLM agents, and graphs and networks.
Education
- Ph.D. in Computer Science from the University of Notre Dame. Before joining Tsinghua, he was a researcher at Meta AI and Microsoft Research Redmond.
Background
- Associate Professor of Computer Science at Tsinghua University. His research focuses on large language models, data mining, graph representation learning, and social and information networks.
Miscellany
- Selected as one of the ten most favorite teachers in 2024.
