Liu, Jinyi
- CellAgent: An LLM-driven Multi-Agent Framework for Automated Single-cell Data Analysis
2024/07/13 by Yihang Xiao, Jinyi Liu, Xiao, Yihang +21 · 10 citations
Biochemistry, Genetics and Molecular Biology · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Gene Regulatory Network Analysis #Genomics (q-bio.GN) #Human-Computer Interaction (cs.HC) #Scientific Computing and Data Management #Single-cell and spatial transcriptomics
- SheetAgent: Towards A Generalist Agent for Spreadsheet Reasoning and Manipulation via Large Language Models
2024/03/06 by Yibin Chen, Chen, Yibin, Yifu Yuan +13 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Spreadsheets and End-User Computing
- From Seeing to Doing: Bridging Reasoning and Decision for Robotic Manipulation
2025/05/13 by Yuan, Yifu, Cui, Haiqin, Chen, Yibin +7 · 10 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
- ENOTO: Improving Offline-to-Online Reinforcement Learning with Q-Ensembles
2023/06/12 by Kai Zhao, Zhao, Kai, Yi Ma +8 · 2 citations
Computer Science · Engineering · #Reinforcement Learning in Robotics #Mobile Crowdsensing and Crowdsourcing #Autonomous Vehicle Technology and Safety
- Forecasts on CMB lensing observations with AliCPT-1
2022/04/18 by Jinyi Liu, Liu, Jinyi, Zeyang Sun +38 · 2 citations
Physics and Astronomy · Earth and Planetary Sciences · #Superconducting and THz Device Technology #Geophysics and Gravity Measurements #Radio Astronomy Observations and Technology
- OVD-Explorer: Optimism Should Not Be the Sole Pursuit of Exploration in Noisy Environments
2023/12/19 by Jinyi Liu, Zhi Wang, Liu, Jinyi +15 · 2 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering
2025/04/25 by Cheng Rong, Cheng, Rong, Jinyi Liu +15 · 5 citations
Computer Science · #FOS: Computer and information sciences #Information Retrieval and Search Behavior #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
- Prioritized Trajectory Replay: A Replay Memory for Data-driven Reinforcement Learning
2023/06/27 by Liu, Jinyi, Ma, Yi, Hao, Jianye +4 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- HIPODE: Enhancing Offline Reinforcement Learning with High-Quality Synthetic Data from a Policy-Decoupled Approach
2023/06/10 by Lian, Shixi, Ma, Yi, Liu, Jinyi +2 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Uni-RLHF: Universal Platform and Benchmark Suite for Reinforcement Learning with Diverse Human Feedback
2024/02/04 by Yuan, Yifu, Hao, Jianye, Ma, Yi +6 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Robotics (cs.RO)
- Squeeze the Soaked Sponge: Efficient Off-policy Reinforcement Finetuning for Large Language Model
2025/07/09 by Liang, Jing, Tang, Hongyao, Ma, Yi +5 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)