Chengyi Yang

1. Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal
   2024/03/02 by Jianheng Huang, Leyang Cui, Huang, Jianheng +13 · 1 voice · 41 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling #cs.AI #cs.CL
2. HiMTM: Hierarchical Multi-Scale Masked Time Series Modeling with Self-Distillation for Long-Term Forecasting
   2024/01/10 by Shubao Zhao, Ming Jin, Zhao, Shubao +11 · 3 citations
   Computer Science · Decision Sciences · #Time Series Analysis and Forecasting #Stock Market Forecasting Methods #Forecasting Techniques and Applications
3. Hierarchical Federated Learning Incentivization for Gas Usage Estimation
   2023/07/01 by Has Sun, Sun, Has, Xiaoli Tang +13 · 1 citation
   Computer Science · Economics, Econometrics and Finance · Environmental Science · #Air Quality Monitoring and Forecasting #Energy, Environment, Economic Growth #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning and ELM
4. Wasserstein Differential Privacy
   2024/01/23 by Chengyi Yang, Jiayin Qi, Yang, Chengyi +3 · 1 citation
   Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
5. The MiniMax-M2 Series: Mini Activations Unleashing Max Real-World Intelligence
   2026/05/31 by Aili Chen, Aonian Li, Baichuan Zhou +215 · 5 citations
   Computer Science · #cs.AI #cs.CL #cs.LG
6. INSEva: A Comprehensive Chinese Benchmark for Large Language Models in Insurance
   2025/08/27 by Shisong Chen, Qian Zhu, Chen, Shisong +31 · 1 citation
   Economics, Econometrics and Finance · #Insurance and Financial Risk Management
7. Towards Universal Large-Scale Foundational Model for Natural Gas Demand Forecasting
   2024/09/24 by Xinxing Zhou, Jiaqi Ye, Zhou, Xinxing +15 · 1 citation
   Engineering · Environmental Science · #Artificial Intelligence (cs.AI) #Atmospheric and Environmental Gas Dynamics #FOS: Computer and information sciences #Hydrocarbon exploration and reservoir analysis #Machine Learning (cs.LG) #Reservoir Engineering and Simulation Methods
8. Towards Better Graph-based Cross-document Relation Extraction via Non-bridge Entity Enhancement and Prediction Debiasing
   2024/06/24 by Hao Yue, Shaopeng Lai, Yue, Hao +9 · 1 citation
   Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Topic Modeling