Pei, Qizhi

1. BioT5: Enriching Cross-modal Integration in Biology with Chemical Knowledge and Natural Language Associations
   2023/10/11 by Qizhi Pei, Pei, Qizhi, Wei Zhang +13 · 15 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Biomolecules (q-bio.BM) #Computation and Language (cs.CL) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Bioinformatics
2. BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning
   2024/02/27 by Qizhi Pei, Pei, Qizhi, Lijun Wu +15 · 9 citations
   Pharmacology, Toxicology and Pharmaceutics · Computer Science · Chemistry · #Chemical Reactions and Isotopes #Computational Drug Discovery Methods #History and advancements in chemistry
3. FABind: Fast and Accurate Protein-Ligand Binding
   2023/10/10 by Qizhi Pei, Kaiyuan Gao, Pei, Qizhi +17 · 1 voice · 5 citations
   #cs.LG #cs.AI #q-bio.BM
4. Nature Language Model: Deciphering the Language of Nature for Scientific Discovery
   2025/02/11 by Yingce Xia, Xia, Yingce, Peiran Jin +89 · 1 voice · 11 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.LG
5. SSM-DTA: Breaking the Barriers of Data Scarcity in Drug-Target Affinity Prediction
   2022/06/20 by Qizhi Pei, Pei, Qizhi, Lijun Wu +14 · 2 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Computational Drug Discovery Methods #Machine Learning in Bioinformatics #Protein Structure and Dynamics
6. Leveraging Biomolecule and Natural Language through Multi-Modal Learning: A Survey
   2024/03/03 by Qizhi Pei, Pei, Qizhi, Zhou, Zhimeng +13 · 2 citations
   Biochemistry, Genetics and Molecular Biology · #Artificial Intelligence (cs.AI) #Biomolecules (q-bio.BM) #Computation and Language (cs.CL) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning in Bioinformatics
7. 3D-MolT5: Leveraging Discrete Structural Information for Molecule-Text Modeling
   2024/06/09 by Pei, Qizhi, Yan, Rui, Gao, Kaiyuan +2 · 2 citations
   #Artificial Intelligence (cs.AI) #Biomolecules (q-bio.BM) #Computation and Language (cs.CL) #Computational Engineering #FOS: Biological sciences #FOS: Computer and information sciences #Finance #Machine Learning (cs.LG) #and Science (cs.CE)
8. MathFusion: Enhancing Mathematical Problem-solving of LLM through Instruction Fusion
   2025/03/20 by Qizhi Pei, Lijun Wu, Pei, Qizhi +15 · 8 citations
   Computer Science · Engineering · #Educational Technology and Assessment #Experimental Learning in Engineering #Intelligent Tutoring Systems and Adaptive Learning
9. A Strategic Coordination Framework of Small LLMs Matches Large LLMs in Data Synthesis
   2025/04/11 by Gao, Xin, Pei, Qizhi, Tang, Zinan +5 · 6 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
10. CipherBank: Exploring the Boundary of LLM Reasoning Capabilities through Cryptography Challenges
    2025/04/27 by Li, Yu, Pei, Qizhi, Sun, Mengyuan +6 · 7 citations
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Performance (cs.PF)
11. LEMMA: Learning from Errors for MatheMatical Advancement in LLMs
    2025/03/21 by Zhuoshi Pan, Yumin Li, Pan, Zhuoshi +16 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Open Education and E-Learning
12. IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment
    2025/05/19 by Ming, Chenlin, Qu, Chendi, Cai, Mengzhang +6 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
13. REST: Stress Testing Large Reasoning Models by Asking Multiple Problems at Once
    2025/07/14 by Pan, Zhuoshi, Pei, Qizhi, Li, Yu +5 · 6 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
14. MetaLadder: Ascending Mathematical Solution Quality via Analogical-Problem Reasoning Transfer
    2025/03/19 by Honglin Lin, Lin, Honglin, Li Yu +12 · 4 citations
    Computer Science · Psychology · #Intelligent Tutoring Systems and Adaptive Learning #Educational Games and Gamification #Innovative Teaching and Learning Methods