Fei Liu

1. Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
   2025/07/07 by Gheorghe Comanici, Eric Bieber, Comanici, Gheorghe +6844 · 8 voices · 1344 citations
   #cs.CL #cs.AI
2. Evolution of Heuristics: Towards Efficient Automatic Algorithm Design Using Large Language Model
   2024/01/04 by Fei Liu, Liu, Fei, Xialiang Tong +13 · 58 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Metaheuristic Optimization Algorithms Research #Multimodal Machine Learning Applications #Neural and Evolutionary Computing (cs.NE) #Speech and dialogue systems
3. Neural Combinatorial Optimization with Heavy Decoder: Toward Large Scale Generalization
   2023/10/12 by Fu Luo, Xi Lin, Luo, Fu +7 · 26 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Neural and Evolutionary Computing (cs.NE) #Optimization and Control (math.OC) #Vehicle Routing Optimization Methods
4. Deep Learning for LiDAR Point Clouds in Autonomous Driving: A Review
   2020/05/20 by Ying Li, Lingfei Ma, Li, Ying +11 · 12 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
5. Mechanosignaling through YAP and TAZ drives fibroblast activation and fibrosis
   2014/12/12 by Fei Liu, David Lagares, Kyoung Moo Choi +16 · 7 citations
   Biochemistry, Genetics and Molecular Biology · #Cellular Mechanics and Interactions #Hippo pathway signaling and YAP/TAZ #Wnt/β-catenin signaling in development and cancer
6. Gemini: A Family of Highly Capable Multimodal Models
   2023/12/19 by Gemini Team, Rohan Anil, Sebastian Borgeaud +2682 · 9 voices
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.AI #cs.CL #cs.CV
7. PlanGenLLMs: A Modern Survey of LLM Planning Capabilities
   2025/02/16 by Wei, Hui, Zihao Zhang, Zhang, Zihao +7 · 25 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
8. BadRAG: Identifying Vulnerabilities in Retrieval Augmented Generation of Large Language Models
   2024/06/03 by Jiaqi Xue, Mengxin Zheng, Xue, Jiaqi +9 · 14 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Topic Modeling
9. Seedream 2.0: A Native Chinese-English Bilingual Image Generation Foundation Model
   2025/03/10 by Lixue Gong, Gong, Lixue, Xiaoxia Hou +51 · 22 citations
   Computer Science · #Image Retrieval and Classification Techniques
10. A Systematic Survey on Large Language Models for Algorithm Design
    2024/10/11 by Fei Liu, Liu, Fei, Yiming Yao +20 · 15 citations
    Computer Science · Health Professions · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text and Document Classification Technologies #Topic Modeling
11. Humans of Simulated New York (HOSNY): an exploratory comprehensive model of city life
    2017/03/15 by Francis Tseng, Fei Liu, Tseng, Francis +3 · 1 voice
    #cs.MA #econ.GN
12. Multi-objective Evolution of Heuristic Using Large Language Model
    2024/09/25 by Shunyu Yao, Yao, Shunyu, Fei Liu +9 · 12 citations
    Computer Science · #Advanced Text Analysis Techniques #Text and Document Classification Technologies #Topic Modeling
13. Smooth Tchebycheff Scalarization for Multi-Objective Optimization
    2024/02/29 by Xi Lin, Lin, Xi, Xiaoyuan Zhang +9 · 9 citations
    Computer Science · Engineering · #Advanced Control Systems Optimization #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Optimization and Control (math.OC)
14. The role of overexpressed DYRK1A protein in the early onset of neurofibrillary degeneration in Down syndrome
    2008/08/11 by Jerzy Wegiel, Jerzy Węgiel, Karol Dowjat +22 · 26 citations
    Medicine · #Down syndrome and intellectual disability research #Alzheimer's disease research and treatments
15. Real-to-Sim Deformable Object Manipulation: Optimizing Physics Models with Residual Mappings for Robotic Surgery
    2023/09/20 by Xiao Liang, Fei Liu, Liang, Xiao +9 · 6 citations
    Engineering · Medicine · #Soft Robotics and Applications #Surgical Simulation and Training #Robotic Mechanisms and Dynamics
16. Tau pathology in Alzheimer disease and other tauopathies
    2005/01/01 by Khalid Iqbal, Alejandra del C. Alonso, She Chen +9 · 2 citations
17. Phylogenomic analysis of the <i>Candida auris- Candida haemuli</i> clade and related taxa in the <i>Metschnikowiaceae,</i> and proposal of thirteen new genera, fifty-five new combinations and nine new species
    2024/04/06 by F. Liu, Fei Liu, Z.-D. Hu +19 · 7 citations
    Biochemistry, Genetics and Molecular Biology · Agricultural and Biological Sciences · #Yeasts and Rust Fungi Studies #Fermentation and Sensory Analysis #Plant Pathogens and Fungal Diseases
18. AdaptiveWeighted Attention Network with Camera Spectral Sensitivity Prior for Spectral Reconstruction from RGB Images
    2020/05/19 by Jiaojiao Li, Chaoxiong Wu, Li, Jiaojiao +7 · 3 citations
    Engineering · #Advanced Image Fusion Techniques #Remote-Sensing Image Classification #Infrared Target Detection Methodologies
19. Understanding the Importance of Evolutionary Search in Automated Heuristic Design with Large Language Models
    2024/07/15 by Rui Zhang, Fei Liu, Zhang, Rui +9 · 6 citations
    Engineering · #Artificial Intelligence (cs.AI) #Design Education and Practice #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
20. LLM4AD: A Platform for Algorithm Design with Large Language Model
    2024/12/23 by Fei Liu, Liu, Fei, Rui Zhang +18 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques
21. Bisabolane-type sesquiterpenoids: Structural diversity and biological activity
    2021/09/04 by Hong-Zhen Shu, Hong‐Zhen Shu, Cheng Peng +4 · 3 citations
    Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Essential Oils and Antimicrobial Activity #Natural product bioactivities and synthesis #Phytochemistry and Biological Activities
22. Toward Unifying Text Segmentation and Long Document Summarization
    2022/10/28 by Sangwoo Cho, Cho, Sangwoo, Kaiqiang Song +7 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
23. PaniniQA: Enhancing Patient Education Through Interactive Question Answering
    2023/08/07 by Pengshan Cai, Cai, Pengshan, Zonghai Yao +21 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Text Readability and Simplification #Topic Modeling
24. Wnt/β-catenin signaling directs multiple stages of tooth morphogenesis
    2007/10/24 by Fei Liu, Emily Y. Chu, Brenda Watt +16 · 26 citations
    Biochemistry, Genetics and Molecular Biology · Dentistry · #dental development and anomalies #Cancer-related gene regulation #Oral and Maxillofacial Pathology
25. CaDA: Cross-Problem Routing Solver with Constraint-Aware Dual-Attention
    2024/11/30 by Li Han, Li, Han, Fei Liu +7 · 4 citations
    Computer Science · #Constraint Satisfaction and Optimization #Service-Oriented Architecture and Web Services #Formal Methods in Verification
26. Autonomous Image-to-Grasp Robotic Suturing Using Reliability-Driven Suture Thread Reconstruction
    2024/08/29 by Neelay Joglekar, Joglekar, Neelay, Fei Liu +5 · 3 citations
    Engineering · Medicine · #Engineering Technology and Methodologies #FOS: Computer and information sciences #Robotics (cs.RO) #Soft Robotics and Applications #Surgical Sutures and Adhesives
27. DeFine: Decision-Making with Analogical Reasoning over Factor Profiles
    2024/10/02 by Yebowen Hu, Hu, Yebowen, Xiaoyang Wang +13 · 4 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences
28. OmniStyle: Filtering High Quality Style Transfer Data at Scale
    2025/05/20 by Wang, Ye, Ruiqi Liu, Lin Jiang +10 · 7 citations
    Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
29. Image-based Pose Estimation and Shape Reconstruction for Robot Manipulators and Soft, Continuum Robots via Differentiable Rendering
    2023/02/27 by Jingpei Lu, Fei Liu, Lu, Jingpei +5 · 2 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Robotics (cs.RO) #Soft Robotics and Applications
30. Scoring Sentence Singletons and Pairs for Abstractive Summarization
    2019/05/31 by Logan Lebanoff, Lebanoff, Logan, Kaiqiang Song +11 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
31. A 2D Surgical Simulation Framework for Tool-Tissue Interaction
    2020/10/26 by Yunhai Han, Han, Yunhai, Fei Liu +3 · 1 citation
    Engineering · Medicine · #FOS: Computer and information sciences #Robotics (cs.RO) #Soft Robotics and Applications #Surgical Simulation and Training #Teleoperation and Haptic Systems
32. LASP: Surveying the State-of-the-Art in Large Language Model-Assisted AI Planning
    2024/09/03 by Haoming Li, Zhaoliang Chen, Li, Haoming +5 · 2 citations
    Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
33. Robust Surgical Tool Tracking with Pixel-based Probabilities for Projected Geometric Primitives
    2024/03/08 by Christopher D’Ambrosia, D'Ambrosia, Christopher, Florian Richter +11 · 2 citations
    Engineering · Medicine · #Anatomy and Medical Technology #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging in Medicine #FOS: Computer and information sciences #Robotics (cs.RO) #Surgical Simulation and Training
34. Multimodal LLM-assisted Evolutionary Search for Programmatic Control Policies
    2025/08/07 by Qinglong Hu, Xialiang Tong, Hu, Qinglong +9 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Neural and Evolutionary Computing (cs.NE) #Reinforcement Learning in Robotics #Topic Modeling
35. Few for Many: Tchebycheff Set Scalarization for Many-Objective Optimization
    2024/05/30 by Xi Lin, Lin, Xi, Yilu Liu +9 · 2 citations
    Computer Science · #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Optimization and Control (math.OC)
36. RecoWorld: Building Simulated Environments for Agentic Recommender Systems
    2025/09/12 by Fei Liu, Liu, Fei, Xinyu Lin +27 · 4 citations
    #cs.IR
37. Semi-Markov Processes in Open Quantum Systems. III. Large Deviations of First Passage Time Statistics
    2024/07/02 by Fei Liu, Liu, Fei, Shihao Xia +3 · 2 citations
    Physics and Astronomy · #Cold Atom Physics and Bose-Einstein Condensates #FOS: Physical sciences #Quantum Physics (quant-ph) #Statistical Mechanics (cond-mat.stat-mech)
38. JIGGLE: An Active Sensing Framework for Boundary Parameters Estimation in Deformable Surgical Environments
    2024/05/16 by Nikhil Shinde, Xiao Liang, Shinde, Nikhil Uday +11 · 2 citations
    Medicine · #FOS: Computer and information sciences #Robotics (cs.RO) #Surgical Simulation and Training
39. A New Method for Constructing High‐Resolution Phylogenomic Topologies Using Core Gene‐Associated <scp>MNP</scp> Markers: A Case Study From <i>Agaricus bisporus</i>
    2025/02/01 by Fei Liu, Zhi‐Xin Cai, Wenyi Kang +4 · 1 voice · 1 citation
    Medicine · Agricultural and Biological Sciences · #Fungal Biology and Applications #Fermentation and Sensory Analysis #Mycorrhizal Fungi and Plant Interactions
40. Destroy and Repair Using Hyper Graphs for Routing
    2025/02/22 by Lian Li, Fei Liu, Li, Ke +5 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Graph Theory Research #Artificial Intelligence (cs.AI) #DNA and Biological Computing #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
41. When Reasoning Meets Information Aggregation: A Case Study with Sports Narratives
    2024/06/17 by Yebowen Hu, Hu, Yebowen, Kaiqiang Song +13 · 1 citation
    Economics, Econometrics and Finance · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Games and Media #FOS: Computer and information sciences #Sports Analytics and Performance #Sports, Gender, and Society
42. Fitness Landscape of Large Language Model-Assisted Automated Algorithm Search
    2025/04/28 by Fei Liu, Liu, Fei, Qingfu Zhang +9 · 2 citations
    Computer Science · #Machine Learning and Data Classification #Big Data and Digital Economy #Natural Language Processing Techniques
43. Photometric and Spectroscopic Investigations of Three Large Amplitude Contact Binaries
    2024/11/30 by Xin Xu, Kai Li, Xu, Xin +18 · 1 citation
    Physics and Astronomy · #Astronomy and Astrophysical Research #Astrophysics and Star Formation Studies #FOS: Physical sciences #Solar and Stellar Astrophysics (astro-ph.SR) #Stellar, planetary, and galactic studies
44. MEDiC: Autonomous Surgical Robotic Assistance to Maximizing Exposure for Dissection and Cautery
    2024/09/22 by Xiao Liang, Chung-Pang Wang, Liang, Xiao +9 · 2 citations
    Engineering · #Anatomy and Medical Technology
45. The Bass--Quillen conjecture for torsors over valuation rings
    2025/03/13 by Ning Guo, Guo, Ning, Fei Liu +1 · 1 citation
    Mathematics · #Algebraic Geometry (math.AG) #Algebraic Geometry and Number Theory #Algebraic structures and combinatorial models #Commutative Algebra (math.AC) #FOS: Mathematics #Homotopy and Cohomology in Algebraic Topology
46. Self-powered, light-controlled, bioresorbable platforms for programmed drug delivery
    2023/03/08 by Yamin Zhang, Fei Liu, Yuhe Zhang +25 · 10 citations
    Neuroscience · Engineering · #Neuroscience and Neural Engineering #3D Printing in Biomedical Research #Advanced Sensor and Energy Harvesting Materials
47. Systematic Analysis of LLM Contributions to Planning: Solver, Verifier,\n Heuristic
    2024/12/12 by Haoming Li, Li, Haoming, Zhaoliang Chen +7 · 1 citation
    Engineering · #Artificial Intelligence (cs.AI) #BIM and Construction Integration #Computation and Language (cs.CL) #FOS: Computer and information sciences
48. Extremely Low Mass Ratio Contact Binaries. II. The First Photometric and Spectroscopic Investigations of Six Systems with Orbital Periods Longer than 0.5 days
    2025/05/07 by Fei Liu, Liu, Fei, Kai Li +17 · 1 citation
    Physics and Astronomy · #Astronomy and Astrophysical Research #Astrophysical Phenomena and Observations #FOS: Physical sciences #Solar and Stellar Astrophysics (astro-ph.SR) #Stellar, planetary, and galactic studies
49. Genome-scale core gene polymorphisms reveal population structure and trait differentiation in the edible mushroom <i>Grifola albicans</i> f. <i>huishuhua</i>
    2026/07/13 by Shou-Mian Li, Fei Liu, Guojie Li +5 · 1 voice
    Medicine · Agricultural and Biological Sciences · #Fungal Biology and Applications #Silymarin and Mushroom Poisoning #Mycorrhizal Fungi and Plant Interactions
50. Symmetry-Selective Strain Control of Anisotropic Magnetic Response in a Silicon FinFET Double Quantum Dot
    2026/07/29 by Yuze Lu, Xiaoyan Liu, Fei Liu
    Physics and Astronomy · #cond-mat.mes-hall
51. ABot-N1: Toward a General Visual Language Navigation Foundation Model
    2026/07/11 by Ruiyan Gong, Yingnan Guo, Junjun Hu +43
    #cs.CV #cs.AI #cs.RO