Huang, Yanwen
- UniCorn: A Unified Contrastive Learning Approach for Multi-view Molecular Representation Learning
2024/05/15 by Shikun Feng, Feng, Shikun, Yuyan Ni +11 · 5 citations
Biochemistry, Genetics and Molecular Biology · Materials Science · Computer Science · #Machine Learning in Bioinformatics #Machine Learning in Materials Science #Domain Adaptation and Few-Shot Learning
- PharmAgents: Building a Virtual Pharma with Large Language Model Agents
2025/03/28 by Gao, Bowen, Huang, Yanwen, Liu, Yiqiao +4 · 7 citations
#Artificial Intelligence (cs.AI) #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences
- Dynamic Attention-Guided Context Decoding for Mitigating Context Faithfulness Hallucinations in Large Language Models
2025/01/02 by Huang, Yanwen, Zhang, Yong, Cheng, Ning +3 · 4 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- UniMAP: Universal SMILES-Graph Representation Learning
2023/10/22 by Shikun Feng, Lixin Yang, Feng, Shikun +5 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Biomolecules (q-bio.BM) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Machine Learning in Materials Science
- Large Language Model as Universal Retriever in Industrial-Scale Recommender System
2025/02/05 by Junguang Jiang, Jiang, Junguang, Yanwen Huang +14 · 4 citations
Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Topic Modeling
- Pushing the boundaries of Structure-Based Drug Design through Collaboration with Large Language Models
2025/03/03 by Gao, Bowen, Huang, Yanwen, Liu, Yiqiao +4 · 3 citations
#Biomolecules (q-bio.BM) #FOS: Biological sciences
- Rethinking Specificity in SBDD: Leveraging Delta Score and Energy-Guided Diffusion
2024/03/04 by Bowen Gao, Minsi Ren, Gao, Bowen +13 · 1 citation
Engineering · #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reservoir Engineering and Simulation Methods