Junjie Wu

1. LLMs as Zero-shot Graph Learners: Alignment of GNN Representations with LLM Token Embeddings
   2024/08/25 by Duo Wang, Yuan Zuo, Wang, Duo +5 · 23 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
2. Multilevel Wavelet Decomposition Network for Interpretable Time Series Analysis
   2018/06/23 by Jingyuan Wang, Wang, Jingyuan, Ze Wang +5 · 5 citations
   Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Complex Systems and Time Series Analysis #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Signal Processing (eess.SP) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting #electronic engineering #information engineering
3. SARS-CoV-2 infection causes dopaminergic neuron senescence
   2024/01/17 by Liuliu Yang, Tae Wan Kim, Yuling Han +25 · 1 voice · 7 citations
   Medicine · Neuroscience · #Long-Term Effects of COVID-19 #Neuroinflammation and Neurodegeneration Mechanisms #Tryptophan and brain disorders
4. GinkgoDB: an ecological genome database for the living fossil, Ginkgo biloba
   2022/01/01 by Kai‐Jie Gu, Chen‐Feng Lin, Junjie Wu +1 · 1 voice · 3 citations
   Biochemistry, Genetics and Molecular Biology · Medicine · #Ginkgo biloba and Cashew Applications #Photosynthetic Processes and Mechanisms
5. GaussianAD: Gaussian-Centric End-to-End Autonomous Driving
   2024/12/13 by Wenzhao Zheng, Junjie Wu, Zheng, Wenzhao +17 · 10 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotic Path Planning Algorithms #Robotics (cs.RO)
6. Randomised benchmarking for characterizing and forecasting correlated processes
   2023/12/11 by Xinfang Zhang, Zhang, Xinfang, Zhihao Wu +27 · 6 citations
   Computer Science · Physics and Astronomy · #FOS: Physical sciences #Neural Networks and Applications #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Quantum many-body systems
7. Efficacy of plant growth promoting bacteria Bacillus amyloliquefaciens B9601-Y2 for biocontrol of southern corn leaf blight
   2019/08/27 by Wenyan Cui, Pengjie He, Shahzad Munir +8 · 2 citations
   Agricultural and Biological Sciences · #Legume Nitrogen Fixing Symbiosis #Nematode management and characterization studies #Plant-Microbe Interactions and Immunity
8. OThink-R1: Intrinsic Fast/Slow Thinking Mode Switching for Over-Reasoning Mitigation
   2025/06/03 by Shengjia Zhang, Junjie Wu, Zhang, Shengjia +16 · 8 citations
   Computer Science · Neuroscience · #Formal Methods in Verification #Advanced Software Engineering Methodologies #EEG and Brain-Computer Interfaces
9. Robustness study of noisy annotation in deep learning based medical image segmentation
   2020/03/10 by Shaode Yu, Erlei Zhang, Yu, Shaode +15 · 1 citation
   Computer Science · #AI in cancer detection #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning and Algorithms #Machine Learning and Data Classification #electronic engineering #information engineering
10. Environmental regulation, emissions and productivity: Evidence from Chinese COD-emitting manufacturers
    2018/08/29 by Chunhua Wang, Junjie Wu, JunJie Wu +1 · 1 citation
    Economics, Econometrics and Finance · Environmental Science · #Climate Change Policy and Economics #Energy, Environment, Economic Growth #Environmental Impact and Sustainability
11. Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting
    2025/02/07 by Chen Yang, Yang, Chen, Jingyuan Wang +5 · 2 citations
    Decision Sciences · #Stock Market Forecasting Methods #Forecasting Techniques and Applications
12. Collaborative Optimization of Wireless Communication and Computing Resource Allocation based on Multi-Agent Federated Weighting Deep Reinforcement Learning
    2024/04/02 by Junjie Wu, Xuming Fang, Wu, Junjie +1 · 1 citation
    Social Sciences · #Advanced Computing and Algorithms #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)
13. Graph-R1: Incentivizing the Zero-Shot Graph Learning Capability in LLMs via Explicit Reasoning
    2025/08/24 by Yicong Wu, Guangyue Lu, Wu, Yicong +7 · 2 citations
    Health Professions · #Artificial Intelligence in Healthcare
14. DRL Optimization Trajectory Generation via Wireless Network Intent-Guided Diffusion Models for Optimizing Resource Allocation
    2024/10/18 by Junjie Wu, Xuming Fang, Wu, Junjie +7 · 1 citation
    Computer Science · Engineering · #Network Traffic and Congestion Control #IPv6, Mobility, Handover, Networks, Security #Advanced Wireless Network Optimization
15. Uncertainty-Guided LLM Semantic Augmentation for Heterogeneous Treatment Effect Estimation
    2026/07/29 by Jialu Xu, Mengkun Liang, Guannan Liu +2
    Computer Science · #cs.LG