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Junzhe Wang

Junzhe Wang has 4 papers in our library, in 2023–2026, most of them on Language models & pretraining; often with Ming Zhang, Zhiheng Xi, Bichen Wang.

4 papers in our library · 2023–2026

OpenAlex · ORCID · h-index 8 · 27 works · 1,049 citations OpenAlex, 2026-10-14

📄 4 works in our library · 🔗 Cited 427 times in our library · 3 more in our library without a page yet · ⭐ Paper Stars ranking: #2083

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓Fudan UniversityShanghai · China2022–2026 · 12 paperscurrent🎓Harbin Institute of TechnologyHarbin · China2024–2026 · 3 paperscurrent🎓Wayne State UniversityDetroit · United States2024–2026 · 1 paperEmployment since 2024current🏛️Chinese Academy of SciencesBeijing · China2022–2025 · 4 papers🎓University of Chinese Academy of SciencesBeijing · China2017–2025 · 2 papersEducation 2017–2023 · PhD, Institute of Chemistry, Chanese Academy of Sciences🎓Shenzhen UniversityShenzhen · China2024 · 2 papers🎓University of South CarolinaColumbia · United States2021–2022 · 2 papers🎓Purdue University West LafayetteWest Lafayette · United States2023–2024Employment 2023–2024
🏛️Institute of Chemistry, Chinese Academy of SciencesBeijing · China2023Employment 2023
🎓Zhengzhou UniversityZhengzhou · China2012–2016Education 2012–2016 · Undergraduate, Department of Chemistry

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 4 more institutions on single bylines are not listed.

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 10The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 4 worksComputer Science · 4 worksArtificial Intelligence · 4 worksLanguage and Linguistics · 4 worksSafety Research · 1 workSocial Sciences · 1 workPsychology · 1 workApplied Psychology · 1 workExperimental and Cognitive Psychology · 1 workInformation Systems · 1 work

🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work

💡 Concepts 1Key ideas and methods explained on our concept pages.Large language models · 1 work

 Works by year

2020s

20263 papers20231 paper

 Papers

The most cited first (OpenAlex and our library).

  1. The Rise and Potential of Large Language Model Based Agents: A Survey (2023 · 1,272 citations)
    This 2023 survey from the Fudan NLP Group maps the young field of agents built on large language models. The authors argue that earlier agent research mostly tuned algorithms for narrow skills, such as symbolic reasoning or board games like Go and Chess. What the field lacked was a general base model that agents…
  2. LLMEval-Fair: A Large-Scale Longitudinal Study on Robust and Fair Evaluation of Large Language Models (2026 · 3 citations)
    Fixed public test sets can leak into training corpora and be overfitted, so leaderboard scores may overstate real LLM ability.
  3. Psychological Counseling Cannot Be Achieved Overnight: Automated Psychological Counseling Through Multi-Session Conversations (2026 · 2 citations)
    Most LLM-based counseling systems treat therapy as a single conversation. Real therapy such as Cognitive Behavioral Therapy (CBT) unfolds over many visits, with goals revised as the client changes. This paper frames automated counseling as a longitudinal task made of three parts: memory extraction, goal planning and…
  4. Enhancing LLM-based Search Agents via Contribution Weighted Group Relative Policy Optimization (2026)
    Search agents built on LLMs learn to query external engines during multi-round reasoning, but reinforcement learning for such agents faces a dilemma.

All works

7 works of theirs in our library, the most cited first; 4 with a page here, the others link their original until we summarise them.

  1. The Rise and Potential of Large Language Model Based Agents: A SurveyScience China Information SciencesZhiheng Xi, Wenxiang Chen, Xin Guo, et al.2023 · 1,272 citations
  2. Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning ↗arXiv:2402.05808 · no summary yetZhiheng Xi et al.2024 · 36 citations
  3. AgentGym: Evolving Large Language Model-based Agents across Diverse Environments ↗arXiv:2406.04151 · no summary yetZhiheng Xi et al.2024 · 33 citations
  4. LLMEval-Fair: A Large-Scale Longitudinal Study on Robust and Fair Evaluation of Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Ming Zhang, Yujiong Shen, Jingyi Deng, et al.2026 · 3 citations
  5. Psychological Counseling Cannot Be Achieved Overnight: Automated Psychological Counseling Through Multi-Session ConversationsFindings of the Association for Computational LinguisticsBichen Wang, Junzhe Wang, Yixin Sun, et al.2026 · 2 citations
  6. Enhancing LLM-based Search Agents via Contribution Weighted Group Relative Policy OptimizationAnnual Meeting of the Association for Computational Linguistics (ACL)Junzhe Wang, Zhiheng Xi, Yajie Yang, et al.2026
  7. AgentGym2: Benchmarking Large Language Model Agents in De-Idealized Real-World Environments ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetZhiheng Xi et al.2026

 Co-authors here

12 of 20 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 Cited by

Papers of our library cite their works 427 times (of the 149,439 papers whose bibliographies we read); 93 citing papers with a page here →.

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