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Pan Zhou

Pan Zhou has 3 papers in our library, in 2024–2026, most of them on Language models & pretraining, Evaluation & benchmarks, Vision & language; often with Guiyao Tie, Lichao Sun, Weidong Wang.

3 papers in our library · 2024–2026

OpenAlex · ORCID · Wikidata · h-index 60 · 431 works · 15,960 citations OpenAlex, 2026-10-14

📄 3 works in our library · 🔗 Cited 76 times in our library · 3 more in our library without a page yet · ⭐ Paper Stars ranking: #7522

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

🎓Huazhong University of Science and TechnologyWuhan · China2007–2026 · 286 paperscurrent🎓China University of GeosciencesWuhan · China2012–2026 · 3 paperscurrent🎓Yanshan UniversityQinhuangdao · China2019–2024 · 11 papers🎓Singapore Management UniversitySingapore · Singapore2024–2025 · 10 papers🎓University of Science and Technology of ChinaHefei · China2012–2022 · 7 papers🎓Georgia Institute of TechnologyAtlanta · United States2009–2012 · 6 papers🎓Nanjing Institute of TechnologyNanjing · China2021–2025 · 5 papers🎓South China Agricultural UniversityGuangzhou · China2023–2025 · 4 papers🎓Tsinghua UniversityBeijing · China2019–2021 · 4 papers🎓Xinjiang Medical UniversityÜrümqi · China2023–2024 · 3 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 37 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 9The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksArts and Humanities · 2 worksArtificial Intelligence · 3 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 workSafety Research · 1 workSocial Sciences · 1 workComputer Science Applications · 1 workInformation Systems · 1 work

🧭 Topics 3Research subjects and languages the work is about.Evaluation & benchmarks · 1 workLanguage models & pretraining · 1 workVision & language · 1 work

 Works by year

2020s

20262 papers20241 paper

 Papers

The most cited first (OpenAlex and our library).

  1. MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark (2024 · 60 citations)
    Automatic metrics for multimodal model outputs, such as exact matching or embedding similarity, miss fine-grained quality criteria.
  2. SafeAgent: Safeguarding LLM Agents via an Automated Risk Simulator (2026 · 1 citation)
    LLM agents that call tools over multiple turns can cause real damage, such as deleted data or leaked private information.
  3. LearnerCoMPASS: Intelligent Tutoring System with Dynamic Cognitive Diagnosis and Multi-Model Path Planning (2026)
    LearnerCoMPASS addresses adaptive learning path recommendation in STEM subjects. In this setting, LLM-based tutors have three weaknesses: they track a learner's changing knowledge too slowly, they invent facts, and they plan curricula with little foresight. The authors propose a closed-loop, end-to-end tutoring…

All works

6 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them.

  1. Masked Diffusion Transformer is a Strong Image Synthesizer ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetShanghua Gao et al.2023 · 103 citations
  2. MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language BenchmarkarXiv:2402.04788Dongping Chen, Ruoxi Chen, Shilin Zhang, et al.2024 · 60 citations
  3. DPlis: Boosting Utility of Differentially Private Deep Learning via Randomized Smoothing ↗Proceedings on Privacy Enhancing Technologies · no summary yetWenxiao Wang et al.2021 · 8 citations
  4. Interleaved Scene Graphs for Interleaved Text-and-Image Generation Assessment ↗arXiv (Cornell University) · no summary yetDongping Chen et al.2024 · 6 citations
  5. SafeAgent: Safeguarding LLM Agents via an Automated Risk SimulatorAnnual Meeting of the Association for Computational Linguistics (ACL)Xueyang Zhou, Weidong Wang, Lin Lu, et al.2026 · 1 citation
  6. LearnerCoMPASS: Intelligent Tutoring System with Dynamic Cognitive Diagnosis and Multi-Model Path PlanningAnnual Meeting of the Association for Computational Linguistics (ACL)Ziji Sheng, Guiyao Tie, Weidong Wang, et al.2026

 Co-authors here

9 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 76 times (of the 149,439 papers whose bibliographies we read); 10 citing papers with a page here →.

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