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Heyuan Deng

dblp:409/8037 · DBLP profile ↗
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1ranked-venue papers
0as first author
1since 2021 · last 2026
—ORCID · none

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 1 · 1 since 2021

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Artificial intelligence
1 paper
Language models and text generation · 100%

Topics — the 2 heaviest of 2, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Natural language and speech › Language models and text generation
mathematical reasoning
1.012026
Rethinking Expert Trajectory Utilization in LLM Post-training for Mathematical Reasoning · ACL (1) 2026
Natural language and speech › Language models and text generation › large language model training
post-training
1.012026
Rethinking Expert Trajectory Utilization in LLM Post-training for Mathematical Reasoning · ACL (1) 2026

Methods — techniques the papers use, named apart from their topics

supervised fine-tuning · 1.0reinforcement learning · 1.0
YearPublicationVenuePosition
2026 Rethinking Expert Trajectory Utilization in LLM Post-training for Mathematical Reasoning
abstract
Bowen Ding, Yuhan Chen, Jiayang Lyu, Jiyao Yuan, Qi Zhu, Shuangshuang Tian, Dantong Zhu, Futing Wang, Heyuan Deng, Fei Mi, Lifeng Shang, Tao Lin. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.
Jiayang Lyu, Jiyao Yuan, Qi Zhu 0011, Shuangshuang Tian, Dantong Zhu, Futing Wang, Heyuan Deng, Fei Mi, Lifeng Shang
ACL (1)9