Qiu, Ruizhong

1. DIMES: A Differentiable Meta Solver for Combinatorial Optimization Problems
   2022/10/08 by Ruizhong Qiu, Qiu, Ruizhong, Zhiqing Sun +3 · 21 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and Data Classification #Optimization and Control (math.OC) #Vehicle Routing Optimization Methods
2. How Efficient is LLM-Generated Code? A Rigorous & High-Standard Benchmark
   2024/06/10 by Qiu, Ruizhong, Zeng, Weiliang Will, Ezick, James +2 · 16 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
3. Discrete-state Continuous-time Diffusion for Graph Generation
   2024/05/19 by Zhe Xu, Xu, Zhe, Ruizhong Qiu +15 · 14 citations
   Computer Science · #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Neural Networks and Reservoir Computing
4. Ensuring User-side Fairness in Dynamic Recommender Systems
   2023/08/29 by Hyunsik Yoo, Yoo, Hyunsik, Zhichen Zeng +15 · 10 citations
   Business, Management and Accounting · Computer Science · Social Sciences · #Computers and Society (cs.CY) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Privacy, Security, and Data Protection #Recommender Systems and Techniques #Sharing Economy and Platforms
5. Latent Collaboration in Multi-Agent Systems
   2025/11/25 by Jiaru Zou, Zou, Jiaru, Ruizhong Qiu +23 · 4 voices · 3 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #Multimodal Machine Learning Applications #Topic Modeling #cs.AI #cs.CL #cs.LG
6. Class-Imbalanced Graph Learning without Class Rebalancing
   2023/08/27 by Zhining Liu, Ruizhong Qiu, Liu, Zhining +17 · 7 citations
   Social Sciences · Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Computing and Algorithms #Machine Learning in Bioinformatics #Advanced Graph Neural Networks
7. Ask, and it shall be given: On the Turing completeness of prompting
   2024/11/04 by Qiu, Ruizhong, Xu, Zhe, Bao, Wenxuan +1 · 9 citations
   #Computational Complexity (cs.CC) #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. Logic Query of Thoughts: Guiding Large Language Models to Answer Complex Logic Queries with Knowledge Graphs
   2024/03/17 by Liu, Lihui, Wang, Zihao, Qiu, Ruizhong +5 · 3 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
9. Gradient Compressed Sensing: A Query-Efficient Gradient Estimator for High-Dimensional Zeroth-Order Optimization
   2024/05/27 by Ruizhong Qiu, Hanghang Tong, Qiu, Ruizhong +1 · 3 citations
   Computer Science · Engineering · #Blind Source Separation Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Photoacoustic and Ultrasonic Imaging #Sparse and Compressive Sensing Techniques
10. Breaking Silos: Adaptive Model Fusion Unlocks Better Time Series Forecasting
    2025/05/24 by Zhining Liu, Ze Yang, Liu, Zhining +15 · 5 citations
    Decision Sciences · #Stock Market Forecasting Methods
11. Transformer Copilot: Learning from The Mistake Log in LLM Fine-tuning
    2025/05/22 by Zou, Jiaru, Ban, Yikun, Li, Zihao +4 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
12. BACKTIME: Backdoor Attacks on Multivariate Time Series Forecasting
    2024/10/03 by Lin, Xiao, Liu, Zhining, Fu, Dongqi +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
13. MORALISE: A Structured Benchmark for Moral Alignment in Visual Language Models
    2025/05/20 by Lin, Xiao, Liu, Zhining, Yang, Ze +10 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Multimedia (cs.MM)
14. WAPITI: A Watermark for Finetuned Open-Source LLMs
    2024/10/09 by Lingjie Chen, Ruizhong Qiu, Chen, Lingjie +14 · 2 citations
    Computer Science · Decision Sciences · #Advanced Data Storage Technologies #Scientific Computing and Data Management #Digital Rights Management and Security
15. Pave Your Own Path: Graph Gradual Domain Adaptation on Fused Gromov-Wasserstein Geodesics
    2025/05/19 by Zhichen Zeng, Ruizhong Qiu, Zeng, Zhichen +15 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
16. Fair Anomaly Detection For Imbalanced Groups
    2024/09/17 by Ziwei Wu, Lecheng Zheng, Wu, Ziwei +9 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Network Security and Intrusion Detection
17. Graph Data Selection for Domain Adaptation: A Model-Free Approach
    2025/05/22 by Li, Ting-Wei, Qiu, Ruizhong, Tong, Hanghang · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)