Zhu, Yada

1. Reinforcement-Learning based Portfolio Management with Augmented Asset Movement Prediction States
   2020/02/09 by Yunan Ye, Ye, Yunan, Hengzhi Pei +11 · 7 citations
   Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Blockchain Technology Applications and Security #Stock Market Forecasting Methods #Financial Markets and Investment Strategies
2. Class-Imbalanced Graph Learning without Class Rebalancing
   2023/08/27 by Zhining Liu, Liu, Zhining, Ruizhong Qiu +17 · 7 citations
   Social Sciences · Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Computing and Algorithms #Machine Learning in Bioinformatics #Advanced Graph Neural Networks
3. FairGen: Towards Fair Graph Generation
   2023/03/30 by Lecheng Zheng, Zheng, Lecheng, Dawei Zhou +9 · 5 citations
   Computer Science · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Qualitative Comparative Analysis Research #Social and Information Networks (cs.SI)
4. Language in the Flow of Time: Time-Series-Paired Texts Weaved into a Unified Temporal Narrative
   2025/02/13 by Zihao Li, Li, Zihao, Lin Xiao +19 · 7 citations
   Arts and Humanities · #Narrative Theory and Analysis #Digital Humanities and Scholarship
5. Reasoning of Large Language Models over Knowledge Graphs with Super-Relations
   2025/03/28 by Wang, Song, Lin, Junhong, Guo, Xiaojie +3 · 11 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Paraphrase and Solve: Exploring and Exploiting the Impact of Surface Form on Mathematical Reasoning in Large Language Models
   2024/04/17 by Yue Zhou, Zhou, Yue, Yada Zhu +7 · 3 citations
   Computer Science · #Natural Language Processing Techniques
7. Multi-Objective Optimization of a Port-of-Entry Inspection Policy
   2015/05/19 by Young, Christina M., Li, Mingyu, Zhu, Yada +3 · 1 citation
   #Applications (stat.AP) #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC)
8. Neural Active Learning Beyond Bandits
   2024/04/18 by Ban, Yikun, Agarwal, Ishika, Wu, Ziwei +4 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
9. 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
10. Adversarial Graph Contrastive Learning with Information Regularization
    2022/02/14 by Feng, Shengyu, Jing, Baoyu, Zhu, Yada +1 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
11. Retrieval Based Time Series Forecasting
    2022/09/27 by Baoyu Jing, Si Zhang, Jing, Baoyu +11 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
12. Generating Fine-Grained Causality in Climate Time Series Data for Forecasting and Anomaly Detection
    2024/08/08 by Fu, Dongqi, Zhu, Yada, Tong, Hanghang +3 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
13. Fairness-aware Multi-view Clustering
    2023/02/11 by Lecheng Zheng, Yada Zhu, Zheng, Lecheng +3 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG)
14. PLAY2PROMPT: Zero-shot Tool Instruction Optimization for LLM Agents via Tool Play
    2025/03/18 by Fang, Wei, Zhang, Yang, Qian, Kaizhi +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
15. ClimateBench-M: A Multi-Modal Climate Data Benchmark with a Simple Generative Method
    2025/04/10 by Fu, Dongqi, Zhu, Yada, Liu, Zhining +10 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
16. When Heterophily Meets Heterogeneity: Challenges and a New Large-Scale Graph Benchmark
    2024/07/15 by Lin, Junhong, Guo, Xiaojie, Zhang, Shuaicheng +2 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
17. Mastering Long-Tail Complexity on Graphs: Characterization, Learning, and Generalization
    2023/05/17 by Wang, Haohui, Jing, Baoyu, Ding, Kaize +6 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)