Xun Zhou

1. Scaling Latent Reasoning via Looped Language Models
   2025/10/29 by Rui-Jie Zhu, Zixuan Wang, Zhu, Rui-Jie +63 · 14 voices · 21 citations
   #cs.CL
2. Over-Tokenized Transformer: Vocabulary is Generally Worth Scaling
   2025/01/28 by Hongzhi Huang, Huang, Hongzhi, Defa Zhu +11 · 4 voices · 14 citations
   #cs.CL #cs.LG
3. FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference
   2025/02/28 by Jianqiao Lu, Lai, Xunhao, Lu, Jianqiao +6 · 27 citations
   Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
4. Exploratory HJB equations and their convergence
   2021/09/21 by Wenpin Tang, Tang, Wenpin, Paul Yuming Zhang +3 · 6 citations
   Decision Sciences · Mathematics · #35F21 #60J60 #93E15 #93E20 #Advanced Bandit Algorithms Research #Analysis of PDEs (math.AP) #FOS: Mathematics #Markov Chains and Monte Carlo Methods #Mathematical Biology Tumor Growth #Optimization and Control (math.OC) #Probability (math.PR)
5. Hyper-Connections
   2024/09/29 by Zhu, Defa, Zihao Huang, Huang, Hongzhi +10 · 11 citations
   Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
6. MARS: Unleashing the Power of Variance Reduction for Training Large Models
   2024/11/15 by Huizhuo Yuan, Yuan, Huizhuo, Yifeng Liu +7 · 10 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Optimization and Control (math.OC) #Reservoir Engineering and Simulation Methods
7. Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment
   2024/05/28 by Xin Xiao, Bohong Wu, Xiao, Xin +9 · 7 citations
   Earth and Planetary Sciences · Neuroscience · Psychology · #3D Surveying and Cultural Heritage #Aesthetic Perception and Analysis #Artificial Intelligence (cs.AI) #Color perception and design #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
8. Wireless Information and Power Transfer: Architecture Design and Rate-Energy Tradeoff
   2012/05/03 by Xun Zhou, Rui Zhang, Zhou, Xun +3 · 2 citations
   Engineering · #Advanced MIMO Systems Optimization #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #Information Theory (cs.IT) #Wireless Power Transfer Systems
9. State-Dependent Temperature Control for Langevin Diffusions
   2020/11/15 by Xuefeng Gao, Gao, Xuefeng, Zuo Quan Xu +3 · 3 citations
   Mathematics · Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Markov Chains and Monte Carlo Methods #Optimization and Control (math.OC) #Statistical Methods and Inference
10. Ultra-Sparse Memory Network
    2024/11/19 by Zihao Huang, Huang, Zihao, Qiyang Min +11 · 2 voices · 6 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Machine Learning and ELM #Neural Networks and Reservoir Computing #cs.LG
11. Scaling Law for Quantization-Aware Training
    2025/05/20 by Mengzhao Chen, Chaoyi Zhang, Chen, Mengzhao +16 · 1 voice · 7 citations
    Computer Science · #Neural Networks and Applications
12. Expert Race: A Flexible Routing Strategy for Scaling Diffusion Transformer with Mixture of Experts
    2025/03/20 by Yike Yuan, Ziyu Wang, Yuan, Yike +9 · 7 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #DNA and Biological Computing #Energy Efficient Wireless Sensor Networks
13. Enhancing Auto-regressive Chain-of-Thought through Loop-Aligned Reasoning
    2025/02/12 by Qian Yu, Zhenyu He, Yu, Qifan +11 · 7 citations
    Computer Science · #Intelligent Tutoring Systems and Adaptive Learning #Cognitive Science and Mapping #Online Learning and Analytics
14. Virtual Width Networks
    2025/11/14 by Baisheng Li, Seed, Banggu Wu +250 · 2 voices
    Computer Science · #Advanced Neural Network Applications #Generative Adversarial Networks and Image Synthesis #Stochastic Gradient Optimization Techniques #cs.AI #cs.LG
15. World to Code: Multi-modal Data Generation via Self-Instructed Compositional Captioning and Filtering
    2024/09/30 by Wang, Jiacong, Bohong Wu, Wu, Bohong +10 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems
16. Partial frontiers are not quantiles
    2022/05/24 by Sheng Dai, Timo Kuosmanen, Dai, Sheng +3 · 2 citations
    Materials Science · Mathematics · #Advanced Statistical Methods and Models #Applications (stat.AP) #Crystallization and Solubility Studies #FOS: Computer and information sciences #Methodology (stat.ME)
17. Balancing Specialized and General Skills in LLMs: The Impact of Modern Tuning and Data Strategy
    2023/10/07 by Zheng Zhang, Zhang, Zheng, Da Tang +12 · 2 citations
    Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Software Engineering Research #Topic Modeling
18. HybridNorm: Towards Stable and Efficient Transformer Training via Hybrid Normalization
    2025/03/06 by Zhijian Zhuo, Yutao Zeng, Zhuo, Zhijian +13 · 4 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning in Healthcare #Topic Modeling
19. Polynomial Composition Activations: Unleashing the Dynamics of Large Language Models
    2024/11/06 by Zhijian Zhuo, Zhuo, Zhijian, Ya Wang +9 · 3 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech and dialogue systems
20. Predicting Urban Dispersal Events: A Two-Stage Framework through Deep Survival Analysis on Mobility Data
    2019/05/03 by Amin Vahedian, Vahedian, Amin, Xun Zhou +7 · 1 citation
    Engineering · Medicine · Social Sciences · #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social and Information Networks (cs.SI) #Traffic Prediction and Management Techniques
21. Referee-Meta-Learning for Fast Adaptation of Locational Fairness
    2024/02/20 by Weiye Chen, Yiqun Xie, Chen, Weiye +11 · 1 citation
    Social Sciences · Economics, Econometrics and Finance · Decision Sciences · #Ethics and Social Impacts of AI #Insurance and Financial Risk Management #Impact of AI and Big Data on Business and Society
22. Mean--Variance Portfolio Selection by Continuous-Time Reinforcement Learning: Algorithms, Regret Analysis, and Empirical Study
    2024/12/08 by Yilie Huang, Yanwei Jia, Huang, Yilie +3 · 1 citation
    Decision Sciences · #68Q25 #68T05 #91G10 #93E20 #93E35 #FOS: Computer and information sciences #FOS: Economics and business #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Portfolio Management (q-fin.PM) #Stock Market Forecasting Methods #Systems and Control (eess.SY) #electronic engineering #information engineering
23. RESTOR: Automated Test Oracle Generation for RESTful APIs via Reinforcement Learning
    2026/07/27 by Xun Zhou, Zhen Dong, Mingyu Ren +6
    #cs.SE
24. Recurrence Coefficients of the Orthogonal Polynomials for Oscillatory Jacobi-type Weight Functions
    2026/07/22 by Shulin Lyu, Xun Zhou
    #math-ph #math.MP
25. Map as a Prompt: Learning Multi-Modal Spatial-Signal Foundation Models for Cross-scenario Wireless Localization
    2026/07/17 by Yong Chu, Xun Zhou, Zenglin Xu +2
    #eess.SP #cs.AI #cs.LG