Xiaoyang Wang

1. R-Zero: Self-Evolving Reasoning LLM from Zero Data
   2025/08/07 by Chengsong Huang, Wenhao Yu, Huang, Chengsong +15 · 12 voices · 49 citations
   #cs.LG #cs.AI #cs.CL
2. Scaling Synthetic Data Creation with 1,000,000,000 Personas
   2024/06/28 by Tao Ge, Ge, Tao, Xin Hui S Chan +11 · 3 voices · 83 citations
   Computer Science · #Innovative Human-Technology Interaction #Persona Design and Applications #cs.CL #cs.LG
3. FedML: A Research Library and Benchmark for Federated Machine Learning
   2020/07/27 by Chaoyang He, Songze Li, He, Chaoyang +34 · 29 citations
   Computer Science · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Blockchain Technology Applications and Security
4. MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning
   2023/11/15 by Fuxiao Liu, Liu, Fuxiao, Xiaoyang Wang +13 · 31 citations
   Computer Science · #Speech and dialogue systems
5. DSBench: How Far Are Data Science Agents from Becoming Data Science Experts?
   2024/09/12 by Liqiang Jing, Jing, Liqiang, Ziyu Huang +15 · 25 citations
   Business, Management and Accounting · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Computation and Language (cs.CL) #FOS: Computer and information sciences
6. From Language Modeling to Instruction Following: Understanding the Behavior Shift in LLMs after Instruction Tuning
   2023/09/30 by Xuansheng Wu, Wenlin Yao, Wu, Xuansheng +11 · 10 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
7. FedSecurity: Benchmarking Attacks and Defenses in Federated Learning and Federated LLMs
   2023/06/08 by Shanshan Han, Baturalp Buyukates, Han, Shanshan +26 · 6 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Cloud Data Security Solutions #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
8. OpenCharacter: Training Customizable Role-Playing LLMs with Large-Scale Synthetic Personas
   2025/01/26 by Xiaoyang Wang, Wang, Xiaoyang, Hongming Zhang +9 · 10 citations
   Computer Science · #AI in Service Interactions #Computation and Language (cs.CL) #FOS: Computer and information sciences #Innovative Human-Technology Interaction #Persona Design and Applications
9. SFC: Shared Feature Calibration in Weakly Supervised Semantic Segmentation
   2024/01/22 by Xinqiao Zhao, Feilong Tang, Zhao, Xinqiao +5 · 5 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
10. Toward Unifying Text Segmentation and Long Document Summarization
    2022/10/28 by Sangwoo Cho, Kaiqiang Song, Cho, Sangwoo +7 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
11. Cognitive Kernel-Pro: A Framework for Deep Research Agents and Agent Foundation Models Training
    2025/08/01 by Tianqing Fang, Fang, Tianqing, Zhisong Zhang +28 · 16 citations
    Computer Science · Medicine · #Topic Modeling #Multimodal Machine Learning Applications #Artificial Intelligence in Healthcare and Education
12. Parallel-R1: Towards Parallel Thinking via Reinforcement Learning
    2025/09/09 by Tong Zheng, Hongming Zhang, Zheng, Tong +16 · 19 citations
    Computer Science · #Evolutionary Algorithms and Applications
13. HHGT: Hierarchical Heterogeneous Graph Transformer for Heterogeneous Graph Representation Learning
    2024/07/18 by Qiuyu Zhu, Zhu, Qiuyu, Liang Zhang +9 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Data Mining Algorithms and Applications
14. DeFine: Decision-Making with Analogical Reasoning over Factor Profiles
    2024/10/02 by Yebowen Hu, Hu, Yebowen, Xiaoyang Wang +13 · 4 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences
15. Pretrained Language Model based Web Search Ranking: From Relevance to Satisfaction
    2023/06/02 by Canjia Li, Xiaoyang Wang, Li, Canjia +15 · 2 citations
    Computer Science · #Text and Document Classification Technologies #Topic Modeling #Information Retrieval and Search Behavior
16. Router-Tuning: A Simple and Effective Approach for Enabling Dynamic-Depth in Transformers
    2024/10/17 by Shwai He, He, Shwai, Tao Ge +9 · 3 citations
    Engineering · #Modular Robots and Swarm Intelligence
17. Deep Overlapping Community Search via Subspace Embedding
    2024/04/23 by Qing Sima, Jianke Yu, Sima, Qing +9 · 3 citations
    Computer Science · Physics and Astronomy · Social Sciences · #Complex Network Analysis Techniques #Databases (cs.DB) #FOS: Computer and information sciences #FOS: Physical sciences #Human Mobility and Location-Based Analysis #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI) #Text and Document Classification Technologies
18. GNNear: Accelerating Full-Batch Training of Graph Neural Networks with Near-Memory Processing
    2021/11/01 by Zhe Zhou, Zhou, Zhe, Cong Li +7 · 1 citation
    Computer Science · Materials Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Machine Learning in Materials Science
19. Federated Meta-Learning for Traffic Steering in O-RAN
    2022/09/13 by Hakan Erdöl, Xiaoyang Wang, Erdol, Hakan +17 · 1 citation
    Computer Science · #Cooperative Communication and Network Coding #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Software-Defined Networks and 5G #Wireless Networks and Protocols
20. Efficient Maximal Frequent Group Enumeration in Temporal Bipartite Graphs
    2024/07/04 by Yanping Wu, Wu, Yanping, Renjie Sun +11 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Algorithms and Data Compression #DNA and Biological Computing #Databases (cs.DB) #FOS: Computer and information sciences #Genome Rearrangement Algorithms
21. Nitrosylation precedes caspase‐3 activation and translocation of apoptosis‐inducing factor in neonatal rat cerebral hypoxia‐ischaemia
    2004/06/07 by Changlian Zhu, Xiaoyang Wang, Lin Qiu +3 · 1 citation
    Medicine · Biochemistry, Genetics and Molecular Biology · #Neonatal and fetal brain pathology #Mitochondrial Function and Pathology #RNA regulation and disease
22. Distributed Coordination of Grid-Forming and Grid-Following Inverters for Optimal Frequency Control in Power Systems
    2024/11/19 by Xiaoyang Wang, Xin Chen, Wang, Xiaoyang +1 · 2 citations
    Energy · Engineering · #FOS: Electrical engineering #FOS: Mathematics #Frequency Control in Power Systems #Microgrid Control and Optimization #Optimization and Control (math.OC) #Power Systems and Renewable Energy #Systems and Control (eess.SY) #electronic engineering #information engineering
23. Breaking Local Charge Symmetry of Iron Single Atoms for Efficient Electrocatalytic Nitrate Reduction to Ammonia
    2023/07/22 by Jingwen Xu, Shengbo Zhang, Hengjie Liu +11 · 1 citation
    Chemical Engineering · Chemistry · Energy · #Advanced Photocatalysis Techniques #Ammonia Synthesis and Nitrogen Reduction #Nanomaterials for catalytic reactions
24. xApp Distillation: AI-based Conflict Mitigation in B5G O-RAN
    2024/07/03 by Hakan Erdöl, Erdol, Hakan, Xiaoyang Wang +7 · 1 citation
    Computer Science · #IoT and Edge/Fog Computing
25. Efficient Top-k Vulnerable Nodes Detection in Uncertain Graphs
    2019/12/28 by Dawei Cheng, Chen Chen, Cheng, Dawei +5 · 1 citation
    Computer Science · Physics and Astronomy · #68P10 #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Computational Engineering #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Finance #Performance (cs.PF) #and Science (cs.CE)
26. When Reasoning Meets Information Aggregation: A Case Study with Sports Narratives
    2024/06/17 by Yebowen Hu, Kaiqiang Song, Hu, Yebowen +13 · 1 citation
    Economics, Econometrics and Finance · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Games and Media #FOS: Computer and information sciences #Sports Analytics and Performance #Sports, Gender, and Society
27. Discovery of High-Temperature Superconducting Ternary Hydrides via Deep Learning
    2025/02/23 by Xiaoyang Wang, Chengqian Zhang, Wang, Xiaoyang +13 · 1 citation
    Engineering · Computer Science · #Superconducting Materials and Applications #Topic Modeling
28. Efficient Dynamic Attributed Graph Generation
    2024/12/11 by Fan Li, Li, Fan, Xiaoyang Wang +9 · 1 citation
    Computer Science · #Graph Theory and Algorithms #Data Mining Algorithms and Applications #Data Management and Algorithms
29. Quantum Simulations of Opinion Dynamics
    2025/12/03 by X. M. Guo, Guo, Xingyu, Xiaoyang Wang +3 · 1 citation
    Computer Science · Physics and Astronomy · #FOS: Physical sciences #Physics and Society (physics.soc-ph) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Mechanics and Applications #Quantum Physics (quant-ph)