👋 About Me

Hello everyone! I am a senior undergraduate student in Computer Science and Technology at Harbin Institute of Technology (Weihai), currently conducting research under the supervision of Prof. Dianbo Sui. I am also a research intern with Prof. Wentao Zhang at the OpenDCAI Lab, Peking University.

My research interests focus on Natural Language Processing (NLP), Large Language Models (LLMs), and LLM Agents, with specialized emphasis on Agent Skill infrastructures, proactive Text-to-CAD agents, AI for peer review, efficient LLM inference, and low-resource language generation. Recently, I have developed a strong interest in Embodied AI and robotic learning from videos.

I am actively seeking Research Intern opportunities.

🔥 News

• 2026.06: Our preprint SkillWiki: A Living Knowledge Infrastructure for Agent Skills is now available on arXiv.

• 2026.05: Our preprint Source-Grounded Semantic Reinforcement Learning for Low-Resource Target-Language Generation is now available on arXiv.

• 2026.01: Our preprint EchoReview: Learning Peer Review from the Echoes of Scientific Citations is now available on arXiv.

• 2026.01: Personal Website is now live! 🤗

• 2025.11:  🥇🥇 Our project “Smart Meridian for Spleen and Stomach: A Multimodal Fusion–Based TCM-Assisted Diagnosis Platform” was awarded the National First Prize in the “Challenge Cup”.

• 2024.10:  🏆🏆 I am honored to be awarded the National Scholarship 2023-2024 (Top 0.4% Nationwide)!

📝 Publications

• SkillWiki: A Living Knowledge Infrastructure for Agent Skills
  Dingcheng Huang, Yuda Ding, Bingshuo Liu, Qingbin Liu, Xi Chen, Jiang Bian, Hongliang Sun, Zhiying Tu, Dianhui Chu, Xiaoyan Yu, Dianbo Sui.
  arXiv preprint; under review.

• Source-Grounded Semantic Reinforcement Learning for Low-Resource Target-Language Generation
  Zeli Su, Ziyin Zhang, Zewei Pan, Zhou Liu, Dingcheng Huang, Dehan Li, Zhankai Xu, Longfei Zheng, Xiaolu Zhang, Jun Zhou, Wentao Zhang.
  arXiv preprint; under review.

• EchoReview: Learning Peer Review from the Echoes of Scientific Citations
  Yinuo Zhang, Dingcheng Huang, Haifeng Suo, Yizhuo Li, Ziya Zhao, Junhao Xu, Zhiying Tu, Dianhui Chu, Deming Zhai, Xianming Liu, Xiaoyan Yu, Dianbo Sui.
  arXiv preprint; under review.

• Towards Proactive Text-to-CAD Generation
  Dingcheng Huang, et al.
  First author; under review.

• SHRP: Routing-to-Materialization for Structured Transformer Compression
  Dingcheng Huang*, et al.
  Equal contribution; under review.

🎖 Honors and Awards

• 2025.12: Outstanding Individual in the Annual Innovation and Entrepreneurship Competition , Harbin Institute of Technology, Weihai.
• 2024.12: Outstanding Student Leader Honorary Title, Harbin Institute of Technology.
• 2024.12: National Scholarship (Top 0.4% Nationwide), Ministry of Education of the People’s Republic of China.
• 2024.05: First Grade Scholarship, Harbin Institute of Technology, Weihai.

🏆 Competitions

• 2025.11: The 19th “Challenge Cup” National Undergraduate Extracurricular Academic and Technological Works Competition – “Artificial Intelligence+” Special Track: National First Prize (Team Leader)
• 2025.11: 2025 China Undergraduate Mathematical Contest in Modeling (CUMCM): First Prize, Shandong Regional (Team Leader)
• 2025.09: 2025 (18th) Chinese Collegiate Computing Competition: Second Prize, Shandong Provincial Round (Team Leader)
• 2024.11: 2024 China Undergraduate Mathematical Contest in Modeling (CUMCM): Second Prize, Shandong Regional (Team Leader)
• 2024.05: 2024 Mathematical Contest in Modeling (MCM): Honorable Mention (Team Leader)

📖 Educations

• 2023.08 - 2027.06 (Expected), Harbin Institute of Technology, Weihai, China. B.Eng. in Computer Science and Technology.
• 2020.09 - 2023.06, Jiangxi University of Technology High School, Nanchang, China. High School Diploma.

💻 Internships

• 2026.02 - Present, Research Intern, OpenDCAI Lab, Peking University, Beijing, China.
  Working on agentic AI with Prof. Wentao Zhang, focusing on OPD, agentic RL, and open-source development on ThinkFlow and Paper2Any.

• 2024.12 - Present, Undergraduate Research Assistant, NLP Group, Harbin Institute of Technology (Weihai), Weihai, China.
  Working on LLM Agent research with Prof. Dianbo Sui, including citation-driven AI peer review, Agent Skill infrastructures, and proactive Text-to-CAD generation.

😊 Services

• The 12th and 14th Student Congress of Harbin Institute of Technology, Weihai
• Member, 12th General Administration Department, Student Union, HIT Weihai
• Class Monitor @ HITWH

✈️ Misc