01 / PUBLICATIONS
Research, in motion. Five works across agent skills, language generation, peer review, compression, and CAD.
01 / 05 AGENT SKILLS · 2026
SkillWiki: A Living Knowledge Infrastructure for Agent Skills An evolving infrastructure for producing, governing, and reusing agent skills.
Dingcheng Huang , Yuda Ding, Bingshuo Liu, Qingbin Liu, Xi Chen, Jiang Bian, Hongliang Sun, Zhiying Tu, Dianhui Chu, Xiaoyan Yu, Dianbo Sui.
02 / 05 LANGUAGE LEARNING · 2026
Source-Grounded Semantic Reinforcement Learning for Low-Resource Target-Language Generation Learning target-language semantics from source-language supervision.
Zeli Su, Ziyin Zhang, Zewei Pan, Zhou Liu, Dingcheng Huang , Dehan Li, Zhankai Xu, Longfei Zheng, Xiaolu Zhang, Jun Zhou, Wentao Zhang.
03 / 05 AI FOR SCIENCE · 2026
EchoReview: Learning Peer Review from the Echoes of Scientific Citations Using citation contexts to ground and improve scientific peer review.
Yinuo Zhang, Dingcheng Huang , Haifeng Suo, Yizhuo Li, Ziya Zhao, Junhao Xu, Zhiying Tu, Dianhui Chu, Deming Zhai, Xianming Liu, Xiaoyan Yu, Dianbo Sui.
04 / 05 MODEL EFFICIENCY · 2026
SHRP: Routing-to-Materialization for Structured Transformer Compression Discovering deployable structural units for efficient Transformer inference.
Dingcheng Huang *, et al. * Equal contribution
FROM LANGUAGE TO FORM TEXT CAD 05 / RESEARCH
05 / 05 TEXT-TO-CAD · 2026
Towards Proactive Text-to-CAD Generation Exploring proactive generation of editable designs from language.
Dingcheng Huang , et al. First author
01 SkillWiki02 SG-SRL03 EchoReview04 SHRP05 Text-to-CAD
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