Yuncheng Hua
Postdoctoral Fellow at UNSW
Sydney, New South Wales, Australia
Summary
👤
Senior🎓
Top SchoolYuncheng Hua is a Postdoctoral Fellow at UNSW with eight years' experience blending academic research and industry practice in AI, holding dual PhDs in Artificial Intelligence and Computer Science. He has published 20+ papers at top venues (ACL, EMNLP, AAAI, SIGIR) and contributed to DARPA-scale projects on culturally aware NLP while at Monash. Previously an Algorithm Strategy Engineer at Meituan, he built a production LLM-driven customer service chatbot that auto-executes backend actions and models emotional remediation in dialogues. His current work focuses on multi-agent generative AI simulations for the ARC ADM+S centre, bridging LLMs, knowledge graphs, and causal methods. Beyond publications and peer-review service for ICLR/EMNLP/ACL, he combines rigorous theoretical training with practical system-building experience that spans both research prototypes and deployed conversational systems.
8 years of coding experience
1 year of employment as a software developer
Doctor of Philosophy - PhD, Computer Science and Technology, Doctor of Philosophy - PhD, Computer Science and Technology at Southeast UniversityDoctor of Philosophy - PhD, Artificial Intelligence, Doctor of Philosophy - PhD, Artificial Intelligence at Monash University
Github Skills (18)
python6
linux5
conda5
meta4
package-management4
visual-recognition4
deep-learning3
replication3
pytorch3
ecosystem3
maml3
meta-learning3
seq2seq2
machine-learning2
package-manager2
Programming languages (2)
Github contributions (5)
coin-qa-group/NS-CQA
Apr 2019 - May 2020
half symbolic is ready
Contributions:328 commits, 178 PRs, 172 pushes in 1 year 1 month
symbolic
tk1363704/NS-CQA
Jun 2020 - Nov 2020
half symbolic is ready
Contributions:1 review, 9 commits, 162 PRs in 4 months
symbolic
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