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Junkai Zhou

3 papers here

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

author position
  • first author2
  • middle author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • cs.CL1
  • cs.CV1

identity via Semantic Scholar / OpenAlex

activity
20232025
most citedKnowledge Boundary and Persona Dynamic Shape A Better Social Media Agent

1 citations · 1 across the 3 of their papers we have counts for

collaborators

3 papers

cs.CV2025

Hyperbolic Structured Classification for Robust Single Positive Multi-label Learning

Yiming Lin, Shang Wang, Junkai Zhou +3

Single Positive Multi-Label Learning (SPMLL) addresses the challenging scenario where each training sample is annotated with only one positive label despite potentially belonging t…

cs.CL2024★ 1 cited

Knowledge Boundary and Persona Dynamic Shape A Better Social Media Agent

Junkai Zhou, Liang Pang, Ya Jing +3

Constructing personalized and anthropomorphic agents holds significant importance in the simulation of social networks. However, there are still two key problems in existing works:…

cs.AI2023

SimOAP: Improve Coherence and Consistency in Persona-based Dialogue Generation via Over-sampling and Post-evaluation

Junkai Zhou, Liang Pang, Huawei Shen +1

Language models trained on large-scale corpora can generate remarkably fluent results in open-domain dialogue. However, for the persona-based dialogue generation task, consistency…

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