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Jian Cheng

16 papers hereh-index 7134 citations30 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • last author16

Across the 16 of 16 papers where every author was matched, so the position is known.

fields
  • cs.LG11
  • cs.AI3
  • cs.CL1
  • cs.MA1
same name
  • Jian Cheng — 14 papers, h 8
  • Jian Cheng — 8 papers, h 4
  • Jian Cheng — 4 papers, h 5
  • Jian Cheng — 4 papers, h 3
  • Jian Cheng — 3 papers, h 2
  • Jian Cheng — 2 papers, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

works on
large language models 2algorithm discovery 1automated objective discovery 1combinatorial optimization 1evolutionary algorithms 1experience replay 1heuristic design 1neural combinatorial optimization 1partial differential equations 1physics-informed neural networks 1preference learning 1reinforcement learning 1

From the 3 of 16 linked papers with an AI index.

activity
20242026
collaborators
Showing cs.CLShow all

1 paper · 1 filter

cs.CL2026

RefineEvo: Planning-Guided Heuristic Evolution with Bidirectional Experience

Yang Wu, Junran Pan, Yifan Zhang +3

RefineEvo is an evolutionary framework that uses a planner to choose operators and a reflector to store positive and negative experiences, turning automatic heuristic design into a…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.