Jinyi Liu

1. 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
2. SheetAgent: Towards A Generalist Agent for Spreadsheet Reasoning and Manipulation via Large Language Models
   2024/03/06 by Yibin Chen, Yifu Yuan, Chen, Yibin +13 · 6 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Spreadsheets and End-User Computing
3. 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
4. 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
5. OVD-Explorer: Optimism Should Not Be the Sole Pursuit of Exploration in Noisy Environments
   2023/12/19 by Jinyi Liu, Liu, Jinyi, Zhi Wang +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
6. 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
7. Prox: Training-Free FFN Activation Sparsity via Approximate Intermediate-Channel Salience in LLMs
   2026/07/30 by Jinyi Liu, Wei Chen, Pengyu Chen +4
   Computer Science · #cs.LG #cs.CL
8. Demystifying Deep Learning Compiler Frontend Bugs: An LLM-Aided Empirical Study
   2026/07/28 by Xinyi Yuan, Wei Chen, Jinyi Liu +5
   #cs.PL #cs.SE