Wei, Jiaqi
- From AI for Science to Agentic Science: A Survey on Autonomous Scientific Discovery
2025/08/18 by Jiaqi Wei, Wei, Jiaqi, Yuejin Yang +52 · 3 voices · 18 citations
Computer Science · Decision Sciences · #Scientific Computing and Data Management #cs.LG
- Why Prompt Design Matters and Works: A Complexity Analysis of Prompt Search Space in LLMs
2025/03/13 by Xiang Zhang, Zhang, Xiang, Jiaqi Wei +5 · 10 citations
Business, Management and Accounting · Computer Science · Engineering · #AI-based Problem Solving and Planning #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scheduling and Optimization Algorithms
- Scientists' First Exam: Probing Cognitive Abilities of MLLM via Perception, Understanding, and Reasoning
2025/06/12 by Yuhao Zhou, Yiheng Wang, Zhou, Yuhao +50 · 8 citations
Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Educational Technology and Assessment #FOS: Computer and information sciences #Innovative Teaching and Learning Methods #Intelligent Tutoring Systems and Adaptive Learning
- A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers
2025/08/28 by Mingjun Hu, Chenglong Ma, Hu, Ming +214 · 9 citations
Computer Science · Materials Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Topic Modeling
- Universal Biological Sequence Reranking for Improved De Novo Peptide Sequencing
2025/05/23 by Qiu, Zijie, Wei, Jiaqi, Zhang, Xiang +6 · 4 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Retrieval is Not Enough: Enhancing RAG Reasoning through Test-Time Critique and Optimization
2025/04/21 by Wei, Jiaqi, Zhou, Hao, Zhang, Xiang +6 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- PosterGen: Aesthetic-Aware Paper-to-Poster Generation via Multi-Agent LLMs
2025/08/24 by Zhang, Zhilin, Zhang, Xiang, Wei, Jiaqi +2 · 7 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows
2025/12/18 by Wanghan Xu, Yuhao Zhou, Xu, Wanghan +214 · 1 voice · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Decision Sciences · #Biomedical Text Mining and Ontologies #Scientific Computing and Data Management #Topic Modeling #cs.AI #cs.CL #cs.LG