Bowen Liu

1. Strategies for Pre-training Graph Neural Networks
   2019/05/29 by Weihua Hu, Bowen Liu, Hu, Weihua +11 · 94 citations
   Computer Science · Materials Science · #Advanced Graph Neural Networks #Topic Modeling #Machine Learning in Materials Science
2. Graph Convolutional Policy Network for Goal-Directed Molecular Graph Generation
   2018/06/06 by Jiaxuan You, You, Jiaxuan, Bowen Liu +7 · 29 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 (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science #Protein Structure and Dynamics
3. Simultaneously Localize, Segment and Rank the Camouflaged Objects
   2021/03/06 by Yunqiu Lv, Lv, Yunqiu, Jing Zhang +11 · 20 citations
   Computer Science · Neuroscience · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Olfactory and Sensory Function Studies #Visual Attention and Saliency Detection
4. Uncertainty-aware Joint Salient Object and Camouflaged Object Detection
   2021/04/06 by Aixuan Li, Jing Zhang, Li, Aixuan +9 · 13 citations
   Computer Science · Neuroscience · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Olfactory and Sensory Function Studies #Visual Attention and Saliency Detection
5. Retrosynthetic reaction prediction using neural sequence-to-sequence models
   2017/06/06 by Bowen Liu, Bharath Ramsundar, Liu, Bowen +17 · 8 citations
   Materials Science · Computer Science · Biochemistry, Genetics and Molecular Biology · #Machine Learning in Materials Science #Computational Drug Discovery Methods #Chemical Synthesis and Analysis
6. A Deep Learning Earth System Model for Efficient Simulation of the Observed Climate
   2024/09/24 by Nathaniel Cresswell‐Clay, Cresswell-Clay, Nathaniel, Bowen Liu +12 · 1 voice · 9 citations
   Computer Science · #Computational Physics and Python Applications
7. Weakly-Supervised Salient Object Detection via Scribble Annotations
   2020/03/17 by Jing Zhang, Zhang, Jing, Xin Yu +9 · 3 citations
   Computer Science · Neuroscience · #Visual Attention and Saliency Detection #Face Recognition and Perception #Advanced Neural Network Applications
8. Advanced Flame‐Retardant Methods for Polymeric Materials
   2021/11/26 by Bowen Liu, Haibo Zhao, Yu‐Zhong Wang · 3 citations
   Materials Science · #Flame retardant materials and properties #Polymer Nanocomposites and Properties #Silicone and Siloxane Chemistry
9. Edge Unlearning is Not "on Edge"! An Adaptive Exact Unlearning System on Resource-Constrained Devices
   2024/10/14 by Xiaoyu Xia, Ziqi Wang, Xia, Xiaoyu +9 · 4 citations
   Engineering · Computer Science · #Analog and Mixed-Signal Circuit Design #Neural Networks and Applications
10. Diffusion-Aided Joint Source Channel Coding For High Realism Wireless Image Transmission
    2024/04/27 by Mingyu Yang, Bowen Liu, Yang, Mingyu +5 · 3 citations
    Computer Science · #Advanced Data Compression Techniques #Computer Vision and Pattern Recognition (cs.CV) #Error Correcting Code Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Information Theory (cs.IT) #Signal Processing (eess.SP) #Video Coding and Compression Technologies #electronic engineering #information engineering
11. MMVC: Learned Multi-Mode Video Compression with Block-based Prediction Mode Selection and Density-Adaptive Entropy Coding
    2023/04/05 by Bowen Liu, Liu, Bowen, Yu Chen +7 · 2 citations
    Computer Science · #Advanced Data Compression Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Video Coding and Compression Technologies #electronic engineering #information engineering
12. Quantum molecular docking with quantum-inspired algorithm
    2024/04/12 by Yunting Li, Li, Yunting, Xiaopeng Cui +13 · 1 citation
    Computer Science · Materials Science · #Chemical Physics (physics.chem-ph) #FOS: Physical sciences #Gold and Silver Nanoparticles Synthesis and Applications #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
13. EyeDiff: text-to-image diffusion model improves rare eye disease diagnosis
    2024/11/15 by Ruoyu Chen, Chen, Ruoyu, Weiyi Zhang +13 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
14. Towards an ultra-long-term-stable high-power femtosecond optical parametric oscillator via SPGD algorithm
    2026/07/31 by Wenbin Chen, Liuqi Wang, Xiaoxiao Hu +6
15. Causal Relationships Between Oral Microbiota and Inflammatory Skin Diseases
    2026/07/23 by Xian Zhang, Min Rao, Haibin Wu +1
16. Beyond Frame Selection: Generative Latent Evidence Aggregation for Long-Video Understanding
    2026/07/30 by Bowen Liu, Shuning Wang, Xinpeng Ding +3
    Computer Science · #cs.CV