Meng Liu

1. Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems
   2023/07/17 by Xuan Zhang, Zhang, Xuan, Limei Wang +123 · 1 voice · 17 citations
   #cs.LG #physics.comp-ph
2. Spherical Message Passing for 3D Graph Networks
   2021/02/09 by Yi Liu, Liu, Yi, Limei Wang +9 · 13 citations
   Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
3. Generating 3D Molecules for Target Protein Binding
   2022/04/19 by Meng Liu, Liu, Meng, Youzhi Luo +7 · 9 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 Materials Science #Protein Structure and Dynamics
4. DiffBP: Generative Diffusion of 3D Molecules for Target Protein Binding
   2022/11/21 by Haitao Lin, Lin, Haitao, Yufei Huang +12 · 8 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomolecules (q-bio.BM) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Protein Structure and Dynamics #Protein purification and stability
5. The replication crisis has led to positive structural, procedural, and community changes
   2023/07/25 by Max Korbmacher, Flávio Azevedo, Charlotte R. Pennington +27 · 4 voices · 5 citations
   Decision Sciences · Biochemistry, Genetics and Molecular Biology · #Scientific Computing and Data Management #Bioinformatics and Genomic Networks #Meta-analysis and systematic reviews
6. GenMol: A Drug Discovery Generalist with Discrete Diffusion
   2025/01/10 by Seul Lee, Lee, Seul, Karsten Kreis +15 · 1 voice · 8 citations
   #cs.LG
7. QH9: A Quantum Hamiltonian Prediction Benchmark for QM9 Molecules
   2023/06/15 by Haiyang Yu, Meng Liu, Yu, Haiyang +11 · 5 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Chemical Physics (physics.chem-ph) #Computational Drug Discovery Methods #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Protein Structure and Dynamics
8. Hunyuan-TurboS: Advancing Large Language Models through Mamba-Transformer Synergy and Adaptive Chain-of-Thought
   2025/05/21 by Ao Liu, Tencent Hunyuan Team, Botong Zhou +509 · 1 voice · 10 citations
   Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Big Data and Digital Economy #Topic Modeling #cs.CL
9. Molecule Generation with Fragment Retrieval Augmentation
   2024/11/18 by Seul Lee, Karsten Kreis, Lee, Seul +13 · 6 citations
   Chemistry · #Analytical Chemistry and Chromatography #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mass Spectrometry Techniques and Applications #Various Chemistry Research Topics
10. Joint Learning of Label and Environment Causal Independence for Graph Out-of-Distribution Generalization
    2023/06/01 by Shurui Gui, Gui, Shurui, Meng Liu +7 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
11. The state-of-the-art in Cardiac MRI Reconstruction: Results of the CMRxRecon Challenge in MICCAI 2023
    2024/04/01 by Jun Lyu, Lyu, Jun, Qin Chen +95 · 4 citations
    Engineering · Medicine · #Advanced X-ray and CT Imaging #Cardiac Imaging and Diagnostics #Cardiac Structural Anomalies and Repair
12. BioNeMo Framework: a modular, high-performance library for AI model development in drug discovery
    2024/11/15 by Peter St. John, Peter C. St. John, Dejun Lin +203 · 1 voice · 5 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Computational Drug Discovery Methods #Genetics, Bioinformatics, and Biomedical Research #Machine Learning in Materials Science #cs.LG #q-bio.BM
13. Open Science in the Developing World: A Collection of Practical Guides for Researchers in Developing Countries
    2025/07/01 by Hu Chuan-Peng, Zhiqi Xu, Aleksandra Lazić +42 · 5 voices · 1 citation
    Decision Sciences · Medicine · Computer Science · #scientometrics and bibliometrics research #Global Health and Surgery #Research Data Management Practices
14. Spatial Understanding from Videos: Structured Prompts Meet Simulation Data
    2025/06/04 by Haoyu Zhang, Meng Liu, Zhang, Haoyu +11 · 6 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robotics and Sensor-Based Localization
15. Graph Mixup with Soft Alignments
    2023/06/11 by Hongyi Ling, Zhimeng Jiang, Ling, Hongyi +7 · 2 citations
    Computer Science · Neuroscience · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques
16. Deep Temporal Graph Clustering
    2023/05/18 by Meng Liu, Yue Liu, Liu, Meng +10 · 2 citations
    Computer Science · Physics and Astronomy · #Advanced Clustering Algorithms Research #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
17. Cost-Sensitive Feature Selection by Optimizing F-Measures
    2019/04/04 by Meng Liu, Liu, Meng, Chang Xu +9 · 1 citation
    Computer Science · #Imbalanced Data Classification Techniques #Face and Expression Recognition #Text and Document Classification Technologies
18. Sentiment-enhanced Graph-based Sarcasm Explanation in Dialogue
    2024/02/06 by Kun Ouyang, Ouyang, Kun, Liqiang Jing +9 · 2 citations
    Computer Science · Psychology · #Topic Modeling #Mental Health via Writing
19. Strongly local p-norm-cut algorithms for semi-supervised learning and local graph clustering
    2020/06/15 by Meng Liu, David F. Gleich, Liu, Meng +1 · 1 citation
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
20. Weighted generalized estimating equations and unified estimation for longitudinal data with nonmonotone missing data patterns
    2021/11/02 by Meng Liu, Yang Zhao · 1 citation
    Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
21. Black phosphorus quantum dots for femtosecond laser photonics
    2017/04/21 by Meng Liu, Xiao-Fang Jiang, Xiaofang Jiang +10 · 1 citation
    Engineering · Physics and Astronomy · #Advanced Fiber Laser Technologies #Laser-Matter Interactions and Applications #Nonlinear Optical Materials Studies
22. COVID-19 Activity Risk Calculator as a Gamified Public Health Intervention Tool
    2022/12/05 by Shreyasvi Natraj, Malhar Bhide, Natraj, Shreyasvi +11 · 1 citation
    Mathematics · Psychology · #COVID-19 and Mental Health #COVID-19 epidemiological studies #Computers and Society (cs.CY) #FOS: Computer and information sciences #FOS: Mathematics #Information Retrieval (cs.IR) #Methodology (stat.ME) #Numerical Analysis (math.NA)
23. Copper Doped Carbon Dots for Addressing Bacterial Biofilm Formation, Wound Infection, and Tooth Staining
    2022/06/17 by Meng Liu, Ling Huang, Xingyi Xu +7 · 1 citation
    Dentistry · Materials Science · #Advanced Nanomaterials in Catalysis #Carbon and Quantum Dots Applications #Oral microbiology and periodontitis research
24. Why Representation Engineering Works: A Theoretical and Empirical Study in Vision-Language Models
    2025/03/25 by Bowei Tian, Tian, Bowei, Meng Liu +6 · 3 citations
    Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Neurobiology of Language and Bilingualism
25. UniSA: Unified Generative Framework for Sentiment Analysis
    2023/09/04 by Zaijing Li, Li, Zaijing, Ting-En Lin +11 · 1 citation
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Emotion and Mood Recognition #FOS: Computer and information sciences #Multimedia (cs.MM) #Sentiment Analysis and Opinion Mining #Topic Modeling
26. CMRxRecon: An open cardiac MRI dataset for the competition of accelerated image reconstruction
    2023/09/19 by Chengyan Wang, Jun Lyu, Wang, Chengyan +53 · 1 citation
    Medicine · #Advanced MRI Techniques and Applications #Cardiac Imaging and Diagnostics #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging Techniques and Applications
27. Genetic variation for adaptive evolution in response to changed environments in plants
    2025/07/03 by Jing Hou, Meng Liu, Kai Yang +2 · 1 voice · 1 citation
    Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Plant Molecular Biology Research #Genetic diversity and population structure #Genetic Mapping and Diversity in Plants and Animals
28. On the Markov Property of Neural Algorithmic Reasoning: Analyses and Methods
    2024/03/07 by Montgomery Bohde, Meng Liu, Bohde, Montgomery +5 · 1 citation
    Computer Science · #Neural Networks and Applications
29. Async Learned User Embeddings for Ads Delivery Optimization
    2024/06/09 by Mingwei Tang, Tang, Mingwei, Meng Liu +35 · 1 citation
    Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Consumer Market Behavior and Pricing #Customer churn and segmentation #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques
30. Investigating the analytical robustness of the social and behavioural sciences
    2026/04/01 by Balazs Aczel, Barnabas Szaszi, Harry T. Clelland +501 · 3 voices · 4 citations
    Decision Sciences · Social Sciences · #Meta-analysis and systematic reviews #Reliability and Agreement in Measurement #Academic integrity and plagiarism
31. Generative Early Stage Ranking
    2025/11/26 by Meng Liu, Hong, Juhee, Liu, Meng +33 · 1 citation
    Computer Science · #Recommender Systems and Techniques #Visual Attention and Saliency Detection #Information Retrieval and Search Behavior
32. Diverse-Intent Multi-Turn Fashion Image Retrieval
    2026/07/22 by Mingqiang Tang, Haokun Wen, Meng Liu +3
    #cs.CV
33. FiRE: Enhancing MLLMs with Fine-Grained Context Learning for Complex Image Retrieval
    2026/07/30 by Bohan Hou, Haoqiang Lin, Xuemeng Song +4
    Computer Science · #cs.CV #cs.IR
34. From catastrophe to culture: The role of historical disasters in shaping long-term orientation
    2026/07/21 by Meng Liu, Jun Wang, James B. Ang +1
    Social Sciences · Arts and Humanities · Physics and Astronomy · #Disaster Management and Resilience #Philosophy, History, and Historiography #Space Science and Extraterrestrial Life