Zeyu Zhang
Zeyu Zhang has 7 papers in our library, in 2023–2026, most of them on Language models & pretraining, Reasoning, Evaluation & benchmarks; often with Chen Ma, Xu Chen, Biao Wu.
OpenAlex · h-index 2 · 4 works · 5 citations OpenAlex, 2026-10-14
📄 7 works in our library · 🔗 Cited 518 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #1300
Affiliations
Fields, topics and concepts
📚 Shelves 9The field of science this work belongs to (OpenAlex fields).Computer Science · 7 worksArtificial Intelligence · 7 worksArts and Humanities · 6 worksLanguage and Linguistics · 6 worksComputer Vision and Pattern Recognition · 2 worksSafety Research · 1 workSocial Sciences · 1 workMedicine · 1 workHealth Informatics · 1 work
🧭 Topics 5Research subjects and languages the work is about.Reasoning · 3 worksEvaluation & benchmarks · 2 worksLanguage models & pretraining · 3 worksBias, fairness & safety · 2 worksSpeech & spoken language · 1 work
💡 Concepts 2Key ideas and methods explained on our concept pages.Language model · 1 workLarge language models · 1 work
Works by year
2020s
Papers
- A Survey on Large Language Model based Autonomous Agents (2023 · 2,284 citations)
The survey maps the fast-growing research on autonomous agents that use a large language model as their central controller. - Evaluation of OpenAI o1: Opportunities and Challenges of AGI (2024 · 64 citations)
The paper examines how close OpenAI's o1-preview comes to general-purpose intelligence. o1-preview is a model trained with reinforcement learning to work through chain-of-thought reasoning before it answers. A large multi-institution team tested it on 27 task categories, mostly built from public datasets. These span… - Role-Play Paradox in Large Language Models: Reasoning Performance Gains and Ethical Dilemmas (2024 · 9 citations)
Role-play prompting, where an LLM is told to act as a teacher, scriptwriter, or even an object like a coin, is known to improve reasoning. - Audio Jailbreak: An Open Comprehensive Benchmark for Jailbreaking Large Audio-Language Models (2026 · 3 citations)
Large Audio-Language Models (LAMs) can be pushed into producing harmful content, yet their safety has rarely been measured systematically. - MMCLIP: Cross-Modal Attention Masked Modelling for Medical Language-Image Pre-Training (2026 · 3 citations)
Medical vision-and-language pretraining usually pairs contrastive learning with masked modelling. Random masking, however, tends to miss small pathological details, and most methods train on either paired image–report data or image-only data, not both. MMCLIP addresses this with two masking modules built on CLIP.… - CoV: Chain-of-View Prompting for Spatial Reasoning (2026 · 2 citations)
Vision–language models (VLMs) used for embodied question answering (EQA) in 3D scenes usually receive a small, fixed set of frames. - From Coarse to Fine: Self-Adaptive Hierarchical Planning for LLM Agents (2026)
LLM agents that plan explicitly usually produce plans at a single, fixed level of detail. Such plans are too verbose for easy tasks and too shallow for hard ones. The authors propose AdaPlan-H, a planner inspired by the cognitive-science idea of progressive refinement. It first drafts a coarse global plan and then…
All works
- A Survey on Large Language Model based Autonomous AgentsFrontiers of Computer ScienceLei Wang, Chen Ma, Xueyang Feng, et al.2023 · 2,284 citations
- Evaluation of OpenAI o1: Opportunities and Challenges of AGIarXiv:2409.18486Tianyang Zhong, Zhengliang Liu, Yi Pan, et al.2024 · 64 citations
- Role-Play Paradox in Large Language Models: Reasoning Performance Gains and Ethical DilemmasarXiv:2409.13979Jinman Zhao, Zifan Qian, Linbo Cao, et al.2024 · 9 citations
- Audio Jailbreak: An Open Comprehensive Benchmark for Jailbreaking Large Audio-Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Zirui Song, Qian Jiang, Mingxuan Cui, et al.2026 · 3 citations
- MMCLIP: Cross-Modal Attention Masked Modelling for Medical Language-Image Pre-TrainingAnnual Meeting of the Association for Computational Linguistics (ACL)Biao Wu, Yutong Xie, Zeyu Zhang, et al.2026 · 3 citations
- CoV: Chain-of-View Prompting for Spatial ReasoningFindings of the Association for Computational LinguisticsHaoyu Zhao, Akide Liu, Zeyu Zhang, et al.2026 · 2 citations
- From Coarse to Fine: Self-Adaptive Hierarchical Planning for LLM AgentsFindings of the Association for Computational LinguisticsHaoran Tan, Zeyu Zhang, Chen Ma, et al.2026
- CypherSmith: Transforming Text-to-Cypher Generation for LLMs with Synthetic Data ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetZeyu Zhang et al.2026
Co-authors here
- Chen Ma ×2
- Xu Chen ×2
- Biao Wu
- Feng Chen
- Gholamreza Haffari
- Hao Yang
- Jinman Zhao
- Lang Gao
- Lei Wang
- Linbo Cao
- Ling Chen
- Peng Shu
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL) ×3: ACL 2026 ×2
- Findings of the Association for Computational Linguistics ×2: Findings of the Association for Computational Linguistics 2026 ×2
- Frontiers of Computer Science: Frontiers of Computer Science 2023
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