Hanchen Xia
Hanchen Xia has 2 papers in our library, in 2024–2026, most of them on Language models & pretraining; often with Chen Qian, Cheng Hong Yang, Kunlun Zhu.
OpenAlex · h-index 0 · 5 works · 0 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 63 times in our library · ⭐ Paper Stars ranking: #8539
Affiliations
🎓Fudan UniversityShanghai ·
China2026 · 2 papers🎓Shanghai Innovation InstituteShanghai ·
China2026 · 1 paper
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 work
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work
Works by year
2020s
Papers
- Scaling Large Language Model-based Multi-Agent Collaboration (2024 · 70 citations)
Most LLM-based multi-agent systems use fewer than ten agents, so it has been unclear whether adding far more collaborators keeps improving results, as adding neurons does under neural scaling laws. - T: Progressive Block Scaling for Masked Diffusion Language Models Through Trajectory Aware Reinforcement Learning (2026)
Masked diffusion language models (MDMs) usually decode in blocks. Larger blocks allow more tokens to be finalized in parallel, but math reasoning accuracy tends to drop as block size grows, especially for smaller models. The authors propose T⋆, a curriculum built on the trajectory-aware RL method TraceRL. It starts…
Co-authors here
- Chen Qian
- Cheng Hong Yang
- Kunlun Zhu
- Maosong Sun
- Siyu Zhu
- Wei Liu
- Weize Chen
- YiFei Wang
- Yufan Dang
- Zhiyuan Liu
- Zhuoyun Du
Venues
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