Yingce Xia
- Achieving Human Parity on Automatic Chinese to English News Translation
2018/03/15 by Hany Hassan, Hassan, Hany, Anthony Aue +45 · 31 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
- BioT5: Enriching Cross-modal Integration in Biology with Chemical Knowledge and Natural Language Associations
2023/10/11 by Qizhi Pei, Pei, Qizhi, Wei Zhang +13 · 14 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #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 Bioinformatics
- MolXPT: Wrapping Molecules with Text for Generative Pre-training
2023/05/18 by Zequn Liu, Liu, Zequn, Wei Zhang +13 · 9 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Computation and Language (cs.CL) #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning in Bioinformatics #Machine Learning in Materials Science
- Unified 2D and 3D Pre-Training of Molecular Representations
2022/07/14 by J. Zhu, Yingce Xia, Zhu, Jinhua +13 · 5 citations
Chemistry · Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Various Chemistry Research Topics
- FABind: Fast and Accurate Protein-Ligand Binding
2023/10/10 by Qizhi Pei, Pei, Qizhi, Kaiyuan Gao +17 · 1 voice · 5 citations
#cs.LG #cs.AI #q-bio.BM
- Nature Language Model: Deciphering the Language of Nature for Scientific Discovery
2025/02/11 by Yingce Xia, Xia, Yingce, Peiran Jin +89 · 1 voice · 11 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.LG
- De Novo Molecular Generation via Connection-aware Motif Mining
2023/02/02 by Zijie Geng, Shufang Xie, Geng, Zijie +15 · 4 citations
Materials Science · Computer Science · Biochemistry, Genetics and Molecular Biology · #Machine Learning in Materials Science #Computational Drug Discovery Methods #Protein Structure and Dynamics
- HIST: A Graph-based Framework for Stock Trend Forecasting via Mining Concept-Oriented Shared Information
2021/10/26 by Wentao Xu, Xu, Wentao, Liu, Weiqing +10 · 3 citations
Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Complex Systems and Time Series Analysis #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Statistical Finance (q-fin.ST) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
- Direct Molecular Conformation Generation
2022/02/03 by J. Zhu, Yingce Xia, Zhu, Jinhua +20 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning in Materials Science #Protein Structure and Dynamics
- Retrosynthetic Planning with Dual Value Networks
2023/01/31 by Guoqing Liu, Di Xue, Liu, Guoqing +17 · 3 citations
Computer Science · #AI-based Problem Solving and Planning
- SSM-DTA: Breaking the Barriers of Data Scarcity in Drug-Target Affinity Prediction
2022/06/20 by Qizhi Pei, Pei, Qizhi, Lijun Wu +14 · 2 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Computational Drug Discovery Methods #Machine Learning in Bioinformatics #Protein Structure and Dynamics
- Learning to Teach with Dynamic Loss Functions
2018/10/29 by Lijun Wu, Fei Tian, Wu, Lijun +11 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Topic Modeling
- SHGNN: Structure-Aware Heterogeneous Graph Neural Network
2021/12/12 by Wentao Xu, Xu, Wentao, Yingce Xia +9 · 1 citation
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Text and Document Classification Technologies
- Trust Region Preference Approximation: A simple and stable reinforcement learning algorithm for LLM reasoning
2025/04/06 by X. Su, Su, Xuerui, Shufang Xie +15 · 3 citations
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Machine Learning and Data Classification
- HybriDNA: A Hybrid Transformer-Mamba2 Long-Range DNA Language Model
2025/02/15 by Mingqian Ma, Guoqing Liu, Ma, Mingqian +25 · 3 citations
Environmental Science · #Artificial Intelligence (cs.AI) #Environmental DNA in Biodiversity Studies #FOS: Biological sciences #FOS: Computer and information sciences #Genomics (q-bio.GN) #Machine Learning (cs.LG)
- ZstGAN: An Adversarial Approach for Unsupervised Zero-Shot Image-to-Image Translation
2019/06/01 by Jianxin Lin, Lin, Jianxin, Yingce Xia +6 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications