Yu Xia
- A reference map of the human binary protein interactome
2020/04/08 by Katja Luck, Dae‐Kyum Kim, Dae-Kyum Kim +101 · 18 citations
Biochemistry, Genetics and Molecular Biology · Chemistry · #Advanced Proteomics Techniques and Applications #Bioinformatics and Genomic Networks #Microbial Metabolic Engineering and Bioproduction
- Beyond Chain-of-Thought: A Survey of Chain-of-X Paradigms for LLMs
2024/04/24 by Yu Xia, Xia, Yu, Rui Wang +13 · 15 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Research Data Management Practices #Scientific Computing and Data Management #Semantic Web and Ontologies
- GUI Agents: A Survey
2024/12/18 by Deanna D. Nguyen, Jian Chen, Nguyen, Dang +54 · 22 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Gaze Tracking and Assistive Technology #Human-Computer Interaction (cs.HC) #Robotic Path Planning Algorithms #Web Data Mining and Analysis
- Block-STM: Scaling Blockchain Execution by Turning Ordering Curse to a Performance Blessing
2022/03/14 by Rati Gelashvili, Alexander Spiegelman, Gelashvili, Rati +13 · 6 citations
Computer Science · #Blockchain Technology Applications and Security #Cloud Computing and Resource Management #Distributed #Distributed systems and fault tolerance #FOS: Computer and information sciences #Parallel #Performance (cs.PF) #Software System Performance and Reliability #and Cluster Computing (cs.DC)
- Visual Prompting in Multimodal Large Language Models: A Survey
2024/09/05 by Junda Wu, Zhehao Zhang, Wu, Junda +27 · 12 citations
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling
- Enhancing GPU-acceleration in the Python-based Simulations of Chemistry Framework
2024/04/15 by Xiaojie Wu, Wu, Xiaojie, Qiming Sun +25 · 8 citations
Computer Science · Engineering · Materials Science · #Chemical Physics (physics.chem-ph) #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Innovative Microfluidic and Catalytic Techniques Innovation #Machine Learning in Materials Science #Parallel Computing and Optimization Techniques #Quantum Physics (quant-ph)
- Knowledge-Aware Query Expansion with Large Language Models for Textual and Relational Retrieval
2024/10/17 by Yu Xia, Junda Wu, Xia, Yu +11 · 7 citations
Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Semantic Web and Ontologies #Topic Modeling
- Which LLM to Play? Convergence-Aware Online Model Selection with Time-Increasing Bandits
2024/03/11 by Yu Xia, Xia, Yu, Fang Kong +11 · 4 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
- The Closeness of In-Context Learning and Weight Shifting for Softmax Regression
2023/04/26 by Shuai Li, Zhao Song, Li, Shuai +7 · 3 citations
Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Topic Modeling
- Mutual storage mode ion/ion reactions in a hybrid linear ion trap
2005/01/01 by Yu Xia, Jin Wu, Scott A. McLuckey +2 · 1 citation
- AgentRM: Enhancing Agent Generalization with Reward Modeling
2025/02/25 by Yu Xia, Xia, Yu, Fan, Jingru +16 · 6 citations
Computer Science · #Fuzzy Logic and Control Systems #Data Stream Mining Techniques #Reinforcement Learning in Robotics
- R4ec: A Reasoning, Reflection, and Refinement Framework for Recommendation Systems
2025/07/23 by Hao Gu, Rui Zhong, Gu, Hao +11 · 9 citations
Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Healthcare #Recommender Systems and Techniques #Topic Modeling
- Data-driven parametrization of molecular mechanics force fields for expansive chemical space coverage
2024/12/30 by Tianze Zheng, Ailun Wang, Xu Han +9 · 1 voice · 3 citations
Materials Science · Biochemistry, Genetics and Molecular Biology · Computer Science · #Machine Learning in Materials Science #Protein Structure and Dynamics #Computational Drug Discovery Methods
- From Selection to Generation: A Survey of LLM-based Active Learning
2025/02/17 by Yu Xia, Xia, Yu, Subhojyoti Mukherjee +65 · 4 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing #Open Education and E-Learning #Wikis in Education and Collaboration
- Hallucination Diversity-Aware Active Learning for Text Summarization
2024/04/02 by Yu Xia, Xia, Yu, Xu Liu +13 · 2 citations
Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- A Survey on Personalized and Pluralistic Preference Alignment in Large Language Models
2025/04/09 by Zhouhang Xie, Xie, Zhouhang, Junda Wu +20 · 5 citations
Computer Science · #Recommender Systems and Techniques #Topic Modeling #Natural Language Processing Techniques
- Multimodal Tabular Reasoning with Privileged Structured Information
2025/06/04 by Junpeng Jiang, Yu Xia, Jiang, Jun-Peng +15 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Speech and dialogue systems
- In-context Ranking Preference Optimization
2025/04/21 by Junda Wu, Wu, Junda, Rohan Surana +15 · 2 voices · 2 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.LG
- Data-Driven Parametrization of Molecular Mechanics Force Fields for Expansive Chemical Space Coverage
2024/08/23 by Tianze Zheng, Zheng, Tianze, Ailun Wang +21 · 3 citations
Chemical Engineering · Chemistry · Materials Science · #Advanced Polymer Synthesis and Characterization #Catalysis and Oxidation Reactions #Chemical Physics (physics.chem-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
- Neoadjuvant PARPi or chemotherapy in ovarian cancer informs targeting effector Treg cells for homologous-recombination-deficient tumors
2024/07/05 by Yikai Luo, Yu Xia, Dan Liu +48 · 1 citation
Medicine · Immunology and Microbiology · #PARP inhibition in cancer therapy #Ovarian cancer diagnosis and treatment #Immune Cell Function and Interaction
- Mitigating Visual Knowledge Forgetting in MLLM Instruction-tuning via Modality-decoupled Gradient Descent
2025/02/17 by Junda Wu, Wu, Junda, Yuxin Xiong +21 · 1 citation
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Educational Technology and Assessment #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Robotics and Automated Systems
- LaRec: Unleashing LLM-based Latent Reasoning for Generative Recommendation
2026/07/27 by Yu Xia, Zihan Lin, Wei Yang +4
#cs.IR
- Investigation of turbulence effects on flame propagation in micron-sized iron particle clouds
2026/07/25 by Xin Liu, Yu Xia, Nozomu Hashimoto +4
Engineering · #Particle Dynamics in Fluid Flows #Combustion and flame dynamics #Combustion and Detonation Processes