Zifan Liu
- AutoSlicer: Scalable Automated Data Slicing for ML Model Analysis
2022/12/18 by Zifan Liu, Liu, Zifan, Evan D. Rosen +3 · 2 citations
Computer Science · #Machine Learning and Data Classification #Anomaly Detection Techniques and Applications #Software Testing and Debugging Techniques
- TSDS: Data Selection for Task-Specific Model Finetuning
2024/10/15 by Zifan Liu, Liu, Zifan, Amin Karbasi +3 · 4 citations
Business, Management and Accounting · Computer Science · Decision Sciences · #68T01 #68T50 #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.6 #I.2.7 #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Simulation Techniques and Applications
- Individual Contributions as Intrinsic Exploration Scaffolds for Multi-agent Reinforcement Learning
2024/05/28 by Xinran Li, Li, Xinran, Zifan Liu +5 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2.11 #I.2.6 #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
- ECLAIR: Enhanced Clarification for Interactive Responses in an Enterprise AI Assistant
2025/03/19 by John Murzaku, Zifan Liu, Murzaku, John +9 · 1 citation
Computer Science · #Online Learning and Analytics #Data Stream Mining Techniques #Intelligent Tutoring Systems and Adaptive Learning
- Rhizosphere metabolite-mediated soil enhancement: long-term biochar application optimizes continuous soybean production systems
2025/08/25 by Di Wu, Yuxue Zhang, Wenqi Gu +6 · 2 voices · 1 citation
Agricultural and Biological Sciences · #Soil Carbon and Nitrogen Dynamics #Legume Nitrogen Fixing Symbiosis #Agronomic Practices and Intercropping Systems