Guoqing Liu
- EvoPrompt: Connecting LLMs with Evolutionary Algorithms Yields Powerful Prompt Optimizers
2023/09/15 by Qingyan Guo, Guo, Qingyan, Rui Wang +15 · 85 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
- Suphx: Mastering Mahjong with Deep Reinforcement Learning
2020/03/30 by Junjie Li, Li, Junjie, Sotetsu Koyamada +19 · 1 voice · 6 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Digital Games and Media #FOS: Computer and information sciences #Reinforcement Learning in Robotics #cs.AI
- 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
- NeRF-LOAM: Neural Implicit Representation for Large-Scale Incremental LiDAR Odometry and Mapping
2023/03/19 by Junyuan Deng, Xieyuanli Chen, Deng, Junyuan +11 · 4 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
- 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
- StreamFlow: Streamlined Multi-Frame Optical Flow Estimation for Video Sequences
2023/11/28 by Shangkun Sun, Sun, Shangkun, Jiaming Liu +9 · 4 citations
Computer Science · #Advanced Vision and Imaging #Advanced Image Processing Techniques #Image Enhancement Techniques
- Thermal-NeRF: Neural Radiance Fields from an Infrared Camera
2024/03/15 by Tianxiang Ye, Qi Wu, Ye, Tianxiang +15 · 3 citations
Medicine · Engineering · #Ocular and Laser Science Research #Infrared Target Detection Methodologies #Infrared Thermography in Medicine
- Chemist-aligned retrosynthesis by ensembling diverse inductive bias models
2024/12/06 by Krzysztof Maziarz, Maziarz, Krzysztof, Guoqing Liu +20 · 1 voice · 2 citations
Computer Science · Materials Science · #Graph Theory and Algorithms #Machine Learning in Materials Science
- 3DMolFormer: A Dual-channel Framework for Structure-based Drug Discovery
2025/02/07 by Xiuyuan Hu, Hu, Xiuyuan, Guoqing Liu +9 · 3 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · Engineering · #Computational Drug Discovery Methods #bioluminescence and chemiluminescence research #Nanotechnology research and applications
- You May Not Need Ratio Clipping in PPO
2022/01/31 by Mingfei Sun, Vitaly Kurin, Sun, Mingfei +11 · 1 citation
Computer Science · #Machine Learning and Algorithms #Advanced Multi-Objective Optimization Algorithms #Machine Learning and Data Classification
- 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
- Evolving LLMs' Self-Refinement Capability via Synergistic Training-Inference Optimization
2025/02/08 by Yongcheng Zeng, Zeng, Yongcheng, Xinyu Cui +20 · 2 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- 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)