Junjie Yang
- SparseTSF: Modeling Long-term Time Series Forecasting with 1k Parameters
2024/05/02 by Shengsheng Lin, Lin, Shengsheng, Weiwei Lin +7 · 24 citations
Computer Science · Decision Sciences · Engineering · #Energy Load and Power Forecasting #FOS: Computer and information sciences #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
- APT-36K: A Large-scale Benchmark for Animal Pose Estimation and Tracking
2022/06/12 by Yuxiang Yang, Yang, Yuxiang, Junjie Yang +9 · 13 citations
Computer Science · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Wildlife Ecology and Conservation
- Retrieval-Augmented Generation with Hierarchical Knowledge
2025/03/13 by Haoyu Huang, Yongfeng Huang, Huang, Haoyu +13 · 1 voice · 9 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.AI #cs.CL
- Software-Hardware Co-design for Fast and Scalable Training of Deep Learning Recommendation Models
2021/04/12 by Dheevatsa Mudigere, Yuchen Hao, Mudigere, Dheevatsa +103 · 9 citations
Computer Science · #Parallel Computing and Optimization Techniques #Advanced Neural Network Applications #Stochastic Gradient Optimization Techniques
- Take the Bull by the Horns: Hard Sample-Reweighted Continual Training Improves LLM Generalization
2024/02/22 by Xuxi Chen, Chen, Xuxi, Zhendong Wang +13 · 2 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #COVID-19 diagnosis using AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Any2Graph: Deep End-To-End Supervised Graph Prediction With An Optimal Transport Loss
2024/02/19 by Paul Krzakala, Junjie Yang, Krzakala, Paul +9 · 1 voice · 1 citation
Computer Science · Neuroscience · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Brain Tumor Detection and Classification
- M-L2O: Towards Generalizable Learning-to-Optimize by Test-Time Fast Self-Adaptation
2023/02/28 by Junjie Yang, Yang, Junjie, Xuxi Chen +7 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Metaheuristic Optimization Algorithms Research
- Tradeoff between productivity and stability across above‐ and below‐ground communities
2024/08/29 by Zonghao Hu, Haiyan Liu, Junjie Yang +8 · 1 voice · 1 citation
Agricultural and Biological Sciences · #Soil Carbon and Nitrogen Dynamics
- Rethinking PGD Attack: Is Sign Function Necessary?
2023/12/03 by Junjie Yang, Yang, Junjie, Tianlong Chen +7 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning
- A Large-Scale Empirical Study on Improving the Fairness of Image Classification Models
2024/01/08 by Junjie Yang, Jiajun Jiang, Yang, Junjie +5 · 1 citation
Social Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Async Learned User Embeddings for Ads Delivery Optimization
2024/06/09 by Mingwei Tang, Tang, Mingwei, Meng Liu +35 · 1 citation
Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Consumer Market Behavior and Pricing #Customer churn and segmentation #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques
- Deepening Hidden Representations from Pre-trained Language Models
2019/11/05 by Junjie Yang, Hai Zhao, Yang, Junjie +1 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling