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researcher

Chengzhi Liu

18 papers hereh-index 4124 citations8 works total

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

author position
  • first author3
  • middle author10
  • last author1

Across the 14 of 18 papers where every author was matched, so the position is known.

fields
  • cs.CV8
  • cs.CL5
  • cs.AI2
  • cs.LG2
  • cs.CR1
same name
  • Chengzhi Liu — 10 papers, h 10
  • Chengzhi Liu — 6 papers, h 5
  • Chengzhi Liu — 2 papers, h 1

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

activity
20232026
most citedTime Series Forecasting with LLMs: Understanding and Enhancing Model Capabilities

3 citations · 11 across the 17 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2026

Survive or Collapse: The Asymmetric Roles of Data Gating and Reward Grounding in Self-Play RL

Sophia Xiao Pu, Zhaotian Weng, Chengzhi Liu +4

Self-play reinforcement learning trains language models on their own generated tasks, co-evolving a proposer and solver without human labels. Recent systems report strong reasoning…

cs.LG2024

MC-DBN: A Deep Belief Network-Based Model for Modality Completion

Zihong Luo, Zheng Tao, Yuxuan Huang +2

Recent advancements in multi-modal artificial intelligence (AI) have revolutionized the fields of stock market forecasting and heart rate monitoring. Utilizing diverse data sources…

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