Hongyang Chen

1. Scientific Large Language Models: A Survey on Biological & Chemical Domains
   2024/01/26 by Qiang Zhang, Keyang Ding, Zhang, Qiang +43 · 22 citations
   Computer Science · Materials Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Topic Modeling
2. HQA-Attack: Toward High Quality Black-Box Hard-Label Adversarial Attack on Text
   2024/02/02 by Liu Han, Liu, Han, Zhi Xu +13 · 7 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
3. Learning Invariant Molecular Representation in Latent Discrete Space
   2023/10/22 by Xiang Zhuang, Qiang Zhang, Zhuang, Xiang +13 · 5 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Machine Learning in Materials Science
4. Self-supervised Hypergraph Representation Learning for Sociological Analysis
   2022/12/22 by Xiangguo Sun, Hong Cheng, Sun, Xiangguo +11 · 4 citations
   Physics and Astronomy · #Complex Network Analysis Techniques #Computers and Society (cs.CY) #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
5. Give Us the Facts: Enhancing Large Language Models with Knowledge Graphs for Fact-aware Language Modeling
   2023/06/20 by Linyao Yang, Hongyang Chen, Yang, Linyao +7 · 3 citations
   Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
6. Knowledge-Decoupled Synergetic Learning: An MLLM based Collaborative Approach to Few-shot Multimodal Dialogue Intention Recognition
   2025/03/06 by Chen, Bin, Yu Zhang, Zhang, Yu +6 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Speech and dialogue systems #Topic Modeling
7. Two Heads Are Better Than One: Integrating Knowledge from Knowledge Graphs and Large Language Models for Entity Alignment
   2024/01/30 by Linyao Yang, Hongyang Chen, Yang, Linyao +9 · 2 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
8. Combinatorial Optimization with Automated Graph Neural Networks
   2024/06/05 by Yang Liu, Liu, Yang, Peng Zhang +9 · 2 citations
   Computer Science · #Semantic Web and Ontologies #Cognitive Computing and Networks #Graph Theory and Algorithms
9. Search for Long-lived Particles at Future Lepton Colliders Using Deep Learning Techniques
   2024/01/10 by Yulei Zhang, Cen Mo, Zhang, Yulei +11 · 1 citation
   Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Particle Detector Development and Performance #Particle physics theoretical and experimental studies
10. Diffusion-based Graph Generative Methods
    2024/01/28 by Hongyang Chen, Can Xu, Chen, Hongyang +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
11. PCNN: Pattern-based Fine-Grained Regular Pruning towards Optimizing CNN Accelerators
    2020/02/11 by Zhanhong Tan, Jiebo Song, Tan, Zhanhong +19 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Human Pose and Action Recognition
12. Contextual Representation Anchor Network to Alleviate Selection Bias in Few-Shot Drug Discovery
    2024/10/28 by Ruifeng Li, Wei Liu, Li, Ruifeng +11 · 1 citation
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Computational Drug Discovery Methods #Genetics, Bioinformatics, and Biomedical Research
13. A Systematic Characterization of LLM Inference on GPUs
    2025/12/01 by Haonan Wang, Wang, Haonan, Ming Yan +17 · 2 citations
    Computer Science · Materials Science · #Advanced Neural Network Applications #Big Data and Digital Economy #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning in Materials Science