Xianggen Liu
- MSGNet: Learning Multi-Scale Inter-Series Correlations for Multivariate Time Series Forecasting
2023/12/31 by Wanlin Cai, Yuxuan Liang, Cai, Wanlin +7 · 18 citations
Computer Science · Decision Sciences · #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
- DrugLLM: Open Large Language Model for Few-shot Molecule Generation
2024/05/07 by Xianggen Liu, Liu, Xianggen, Yan Guo +11 · 7 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Biomolecules (q-bio.BM) #Computation and Language (cs.CL) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Protein Structure and Dynamics
- Unsupervised Paraphrasing by Simulated Annealing
2019/09/09 by Xianggen Liu, Liu, Xianggen, Lili Mou +9 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.CL
- Vector-Quantized Prompt Learning for Paraphrase Generation
2023/11/25 by Haotian Luo, Luo, Haotian, Yixin Liu +5 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- TimeSQL: Improving Multivariate Time Series Forecasting with Multi-Scale Patching and Smooth Quadratic Loss
2023/11/19 by Site Mo, Haoxin Wang, Mo, Site +9 · 1 citation
Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Complex Systems and Time Series Analysis #FOS: Computer and information sciences #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting