--- title: "Junzhe Wang — author profile and papers — Elamur Research" description: "Junzhe Wang, Wayne State University: 4 papers on Elamur Research (2023–2026), h-index 8 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/junzhe-wang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/junzhe-wang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Junzhe Wang # Junzhe Wang Junzhe Wang has 4 papers in our library, in 2023–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Ming Zhang](https://md.research.elamur.ai/free/en/authors/ming-zhang/), [Zhiheng Xi](https://md.research.elamur.ai/free/en/authors/zhiheng-xi/), [Bichen Wang](https://md.research.elamur.ai/free/en/authors/bichen-wang/). 4 papers in our library · 2023–2026 [OpenAlex](https://openalex.org/A5114723683) · [ORCID](https://orcid.org/0000-0003-0323-8981) · [**h-index 8**](https://openalex.org/authors/A5114723683) · [27 works](https://openalex.org/works?filter=author.id:A5114723683) · [1,049 citations](https://openalex.org/works?filter=author.id:A5114723683&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 4 works in our library](https://md.research.elamur.ai/free/en/authors/junzhe-wang/#papers) · [🔗 Cited 427 times in our library](https://md.research.elamur.ai/free/en/authors/junzhe-wang/cited-by/) · [3 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #2083](https://md.research.elamur.ai/free/en/paper-stars/page/21/#star-2083) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Junzhe+Wang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Junzhe+Wang) · [dblp](https://dblp.org/search?q=Junzhe+Wang) · [ACL Anthology](https://aclanthology.org/search/?q=Junzhe+Wang) ## Affiliations [🎓**Fudan University** Shanghai · China 2022–2026 · 12 papers*current*](https://md.research.elamur.ai/free/en/universities/fudan-university/) · [🎓**Harbin Institute of Technology** Harbin · China 2024–2026 · 3 papers*current*](https://md.research.elamur.ai/free/en/universities/harbin-institute-of-technology/) · [🎓**Wayne State University** Detroit · United States 2024–2026 · 1 paperEmployment since 2024*current*](https://ror.org/01070mq45) · [🏛️**Chinese Academy of Sciences** Beijing · China 2022–2025 · 4 papers](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/) · [🎓**University of Chinese Academy of Sciences** Beijing · China 2017–2025 · 2 papersEducation 2017–2023 · PhD, Institute of Chemistry, Chanese Academy of Sciences](https://md.research.elamur.ai/free/en/universities/university-of-chinese-academy-of-sciences/) · [🎓**Shenzhen University** Shenzhen · China 2024 · 2 papers](https://md.research.elamur.ai/free/en/universities/shenzhen-university/) · [🎓**University of South Carolina** Columbia · United States 2021–2022 · 2 papers](https://md.research.elamur.ai/free/en/universities/university-of-south-carolina/) · [🎓**Purdue University West Lafayette** West Lafayette · United States 2023–2024Employment 2023–2024](https://md.research.elamur.ai/free/en/universities/purdue-university-west-lafayette/) 🏛️**Institute of Chemistry, Chinese Academy of Sciences** Beijing · [China](https://md.research.elamur.ai/free/en/countries/china/) 2023Employment 2023 [🎓**Zhengzhou University** Zhengzhou · China 2012–2016Education 2012–2016 · Undergraduate, Department of Chemistry](https://md.research.elamur.ai/free/en/universities/zhengzhou-university/) 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 10 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 4 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 4 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Safety Research · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/safety-research/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/) · [Applied Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/applied-psychology/) · [Experimental and Cognitive Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/experimental-and-cognitive-psychology/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) 🧭 Topics 1 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) 💡 Concepts 1 Key ideas and methods explained on our concept pages.[Large language models · 1 work](https://md.research.elamur.ai/free/en/concepts/large-language-models/) ## Works by year ### 2020s [**2026** 3 papers](https://md.research.elamur.ai/free/en/authors/junzhe-wang/year/2026/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/junzhe-wang/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[The Rise and Potential of Large Language Model Based Agents: A Survey](https://md.research.elamur.ai/free/en/papers/xi-2023-rise-potential-large-language/)** *(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](https://md.research.elamur.ai/free/en/papers/zhang-2026-llmeval-fair-large-scale-longitudinal/)** *(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](https://md.research.elamur.ai/free/en/papers/wang-2026-psychological-counseling-cannot-be-achieved/)** *(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](https://md.research.elamur.ai/free/en/papers/wang-2026-enhancing-llm-based-search-agents/)** *(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 Survey](https://md.research.elamur.ai/free/en/papers/xi-2023-rise-potential-large-language/) [Science China Information Sciences](https://md.research.elamur.ai/free/en/venues/science-china-information-sciences/)**Zhiheng Xi, Wenxiang Chen, Xin Guo, et al.*2023 · 1,272 citations* 2. **[Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning ↗](https://arxiv.org/abs/2402.05808) arXiv:2402.05808 · no summary yet**Zhiheng Xi et al.*2024 · 36 citations* 3. **[AgentGym: Evolving Large Language Model-based Agents across Diverse Environments ↗](https://arxiv.org/abs/2406.04151) arXiv:2406.04151 · no summary yet**Zhiheng Xi et al.*2024 · 33 citations* 4. **[LLMEval-Fair: A Large-Scale Longitudinal Study on Robust and Fair Evaluation of Large Language Models](https://md.research.elamur.ai/free/en/papers/zhang-2026-llmeval-fair-large-scale-longitudinal/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/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 Conversations](https://md.research.elamur.ai/free/en/papers/wang-2026-psychological-counseling-cannot-be-achieved/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Bichen Wang, Junzhe Wang, Yixin Sun, et al.*2026 · 2 citations* 6. **[Enhancing LLM-based Search Agents via Contribution Weighted Group Relative Policy Optimization](https://md.research.elamur.ai/free/en/papers/wang-2026-enhancing-llm-based-search-agents/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Junzhe Wang, Zhiheng Xi, Yajie Yang, et al.*2026* 7. **[AgentGym2: Benchmarking Large Language Model Agents in De-Idealized Real-World Environments ↗](https://aclanthology.org/2026.acl-long.2058/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Zhiheng Xi et al.*2026* ## Co-authors here 12 of 20 co-authors with a page, the most papers together first. - [Ming Zhang](https://md.research.elamur.ai/free/en/authors/ming-zhang/) ×2 - [Zhiheng Xi](https://md.research.elamur.ai/free/en/authors/zhiheng-xi/) ×2 - [Bichen Wang](https://md.research.elamur.ai/free/en/authors/bichen-wang/) - [Bing Qin](https://md.research.elamur.ai/free/en/authors/bing-qin/) - [Enyu Zhou](https://md.research.elamur.ai/free/en/authors/enyu-zhou/) - [Hao Luo](https://md.research.elamur.ai/free/en/authors/hao-luo/) - [Jingqi Tong](https://md.research.elamur.ai/free/en/authors/jingqi-tong/) - [Qi Zhang](https://md.research.elamur.ai/free/en/authors/qi-zhang/) - [Rui Zheng](https://md.research.elamur.ai/free/en/authors/rui-zheng/) - [Senjie Jin](https://md.research.elamur.ai/free/en/authors/senjie-jin/) - [Shichun Liu](https://md.research.elamur.ai/free/en/authors/shichun-liu/) - [Shihan Dou](https://md.research.elamur.ai/free/en/authors/shihan-dou/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/) ×3: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) ×2 - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) - [Science China Information Sciences](https://md.research.elamur.ai/free/en/venues/science-china-information-sciences/): [Science China Information Sciences 2023](https://md.research.elamur.ai/free/en/venues/science-china-information-sciences/2023/) ## 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 →](https://md.research.elamur.ai/free/en/authors/junzhe-wang/cited-by/). Updated 1 November 2026