Qin, Tian
- A Label is Worth a Thousand Images in Dataset Distillation
2024/06/15 by Qin, Tian, Deng, Zhiwei, Alvarez-Melis, David · 6 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Random Scaling of Emergent Capabilities
2025/02/24 by Rosie Zhao, Tian Qin, Zhao, Rosie +8 · 2 voices · 5 citations
Decision Sciences · #Complex Systems and Decision Making #cs.LG
- Distinguishing the Knowable from the Unknowable with Language Models
2024/02/05 by Gustaf Ahdritz, Ahdritz, Gustaf, Tian Qin +7 · 5 citations
Computer Science · #Explainable Artificial Intelligence (XAI)
- Real-time eSports Match Result Prediction
2016/12/10 by Yang, Yifan, Qin, Tian, Lei, Yu-Heng · 1 citation
#Applications (stat.AP) #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2.1 #Machine Learning (cs.LG)
- Sometimes I am a Tree: Data Drives Unstable Hierarchical Generalization
2024/12/05 by Tian Qin, Qin, Tian, Naomi Saphra +3 · 2 voices · 2 citations
Computer Science · #Computational Physics and Python Applications #Data Analysis with R #Neural Networks and Applications #cs.CL #cs.LG
- Decomposing Elements of Problem Solving: What "Math" Does RL Teach?
2025/05/28 by Tian Qin, C. Park, Qin, Tian +12 · 5 citations
Computer Science · Mathematics · Psychology · #Artificial Intelligence (cs.AI) #Cognitive and developmental aspects of mathematical skills #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Teaching and Learning Programming #Visual and Cognitive Learning Processes
- To Backtrack or Not to Backtrack: When Sequential Search Limits Model Reasoning
2025/04/09 by Tian Qin, David Alvarez-Melis, Qin, Tian +5 · 4 citations
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
- Meta-PDE: Learning to Solve PDEs Quickly Without a Mesh
2022/11/03 by Qin, Tian, Beatson, Alex, Oktay, Deniz +2 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Benefits of Permutation-Equivariance in Auction Mechanisms
2022/10/11 by Tian Qin, Fengxiang He, Qin, Tian +7 · 1 citation
Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stock Market Forecasting Methods
- Controlling Performance and Budget of a Centralized Multi-agent LLM System with Reinforcement Learning
2025/11/04 by Bowen Jin, Jin, Bowen, TJ Collins +21 · 1 citation
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling