Lei Liu

1. Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation Model
   2025/02/14 by Guoqing Ma, Ma, Guoqing, Haoyang Huang +235 · 4 voices · 42 citations
   Computer Science · #Video Coding and Compression Technologies #cs.CL #cs.CV
2. Shared Frailty Models for Recurrent Events and a Terminal Event
   2004/08/27 by Lei Liu, Robert A. Wolfe, Xuelin Huang · 31 citations
   Mathematics · Economics, Econometrics and Finance · Social Sciences · #Statistical Methods and Inference #Health Systems, Economic Evaluations, Quality of Life #Insurance, Mortality, Demography, Risk Management
3. Clinical Characteristics of Coronavirus Disease 2019 in China
   2020/02/28 by Wei‐jie Guan, Zhengyi Ni, Yu Hu +34 · 61 citations
   Medicine · #COVID-19 Clinical Research Studies #COVID-19 and healthcare impacts #SARS-CoV-2 and COVID-19 Research
4. One Token to Seg Them All: Language Instructed Reasoning Segmentation in Videos
   2024/09/29 by Zechen Bai, Bai, Zechen, Tong He +15 · 29 citations
   Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Speech and dialogue systems #Subtitles and Audiovisual Media
5. A Catalog of Newly Identified Star Clusters in Gaia DR2
   2019/12/01 by Lei Liu, Xiaoying Pang · 10 citations
   Physics and Astronomy · #Stellar, planetary, and galactic studies #Astronomy and Astrophysical Research #Gamma-ray bursts and supernovae
6. Think-in-Memory: Recalling and Post-thinking Enable LLMs with Long-Term Memory
   2023/11/15 by Lei Liu, Liu, Lei, Xiaoyan Yang +11 · 14 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
7. Vehicular Edge Computing and Networking: A Survey
   2019/07/25 by Lei Liu, Liu, Lei, Chen Chen +7 · 7 citations
   Computer Science · Engineering · #Caching and Content Delivery #FOS: Electrical engineering #IoT and Edge/Fog Computing #Signal Processing (eess.SP) #Vehicular Ad Hoc Networks (VANETs) #electronic engineering #information engineering
8. Single-cell landscape of bronchoalveolar immune cells in patients with COVID-19
   2020/05/12 by Mingfeng Liao, Yang Liu, Jing Yuan +11 · 11 citations
   Biochemistry, Genetics and Molecular Biology · Immunology and Microbiology · Medicine · #Immune Cell Function and Interaction #Respiratory viral infections research #Single-cell and spatial transcriptomics
9. Effects of past and current drought on the composition and diversity of soil microbial communities
   2018/12/22 by Catherine Preece, Erik Verbruggen, Lei Liu +2 · 7 citations
   Agricultural and Biological Sciences · Environmental Science · #Mycorrhizal Fungi and Plant Interactions #Microbial Community Ecology and Physiology #Soil Carbon and Nitrogen Dynamics
10. Challenge-Aware RGBT Tracking
    2020/07/26 by Chenglong Li, Li, Chenglong, Lei Liu +7 · 5 citations
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Infrared Thermography in Medicine #Video Surveillance and Tracking Methods
11. Comorbidity and its impact on 1590 patients with COVID-19 in China: a nationwide analysis
    2020/03/26 by Wei-Jie Guan, Wenhua Liang, Yi Zhao +44 · 6 citations
    Medicine · #COVID-19 Clinical Research Studies #COVID-19 and healthcare impacts #Chronic Disease Management Strategies
12. User Activity Detection and Channel Estimation for Grant-Free Random Access in LEO Satellite-Enabled Internet-of-Things
    2020/05/20 by Zhaoji Zhang, Ying Li, Zhang, Zhaoji +11 · 4 citations
    Engineering · #IoT Networks and Protocols #Satellite Communication Systems #Advanced Wireless Communication Technologies
13. How Can Large Language Models Understand Spatial-Temporal Data?
    2024/01/25 by Lei Liu, Shuo Yu, Liu, Lei +7 · 6 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Geographic Information Systems Studies #Machine Learning (cs.LG) #Topic Modeling
14. Memory AMP
    2020/12/20 by Lei Liu, Shunqi Huang, Liu, Lei +3 · 4 citations
    Computer Science · Engineering · #Advanced Adaptive Filtering Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Radar Systems and Signal Processing #Signal Processing (eess.SP) #Statistics Theory (math.ST) #Target Tracking and Data Fusion in Sensor Networks #electronic engineering #information engineering
15. The qualitative behavior at the free boundary for approximate harmonic maps from surfaces
    2018/09/19 by Jost, Juergen, Lei Liu, Liu, Lei +2 · 2 citations
    Computer Science · Mathematics · #Advanced Mathematical Modeling in Engineering #Differential Geometry (math.DG) #FOS: Mathematics #Geometric Analysis and Curvature Flows #Nonlinear Partial Differential Equations
16. TreeGAN: Syntax-Aware Sequence Generation with Generative Adversarial Networks
    2018/08/22 by Xinyue Liu, Liu, Xinyue, Xiangnan Kong +5 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Multimodal Machine Learning Applications #Natural Language Processing Techniques
17. Global Tropical Cyclone Intensity Forecasting with Multi-modal Multi-scale Causal Autoregressive Model
    2024/02/16 by Xinyu Wang, Kang Chen, Wang, Xinyu +9 · 3 citations
    Earth and Planetary Sciences · #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Statistics and Probability (physics.data-an) #Tropical and Extratropical Cyclones Research
18. Photogalvanic effect in monolayer black phosphorus
    2015/10/21 by Yiqun Xie, Lei Zhang, Yu Zhu +2 · 1 citation
    Engineering · Materials Science · Physics and Astronomy · #2D Materials and Applications #Advanced Fiber Laser Technologies #Perovskite Materials and Applications
19. Blowup behavior of harmonic maps with finite index
    2015/12/18 by Yuxiang Li, Li, Yuxiang, Lei Liu +3 · 1 citation
    Mathematics · #Analytic and geometric function theory #Differential Geometry (math.DG) #FOS: Mathematics #Geometric Analysis and Curvature Flows #Geometry and complex manifolds
20. Phyllobacterium phragmitis sp. nov., an endophytic bacterium isolated from Phragmites australis rhizome in Kumtag Desert
    2018/11/12 by Lixiong Liang, Li-xiong Liang, Qi-wu Sun +6 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Environmental Science · #Genomics and Phylogenetic Studies #Microbial Community Ecology and Physiology #Protist diversity and phylogeny
21. Auto-tuning Neural Network Quantization Framework for Collaborative Inference Between the Cloud and Edge
    2018/12/16 by Guangli Li, Li, Guangli, Lei Liu +9 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Distributed #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE) #Parallel #Video Surveillance and Tracking Methods #and Cluster Computing (cs.DC)
22. Towards Satellite Image Road Graph Extraction: A Global-Scale Dataset and A Novel Method
    2024/11/23 by Pan Yin, Yin, Pan, Kaiyu Li +13 · 3 citations
    Computer Science · Engineering · Social Sciences · #Automated Road and Building Extraction #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies #Image Processing and 3D Reconstruction
23. Chiron-o1: Igniting Multimodal Large Language Models towards Generalizable Medical Reasoning via Mentor-Intern Collaborative Search
    2025/06/20 by Haoran Sun, Yankai Jiang, Sun, Haoran +15 · 7 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
24. A New Qubits Mapping Mechanism for Multi-programming Quantum Computing
    2020/04/27 by Lei Liu, Liu, Lei, Xinglei Dou +1 · 1 citation
    Computer Science · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum-Dot Cellular Automata
25. Community Transmission of Severe Acute Respiratory Syndrome Coronavirus 2, Shenzhen, China, 2020
    2020/03/03 by Jiaye Liu, Xuejiao Liao, Shen Qian +7 · 1 citation
    Mathematics · Medicine · Psychology · #COVID-19 Clinical Research Studies #COVID-19 and Mental Health #COVID-19 epidemiological studies
26. HiFloat4 Format for Language Model Pre-training on Ascend NPUs
    2026/04/09 by Mehran Taghian, Yunke Peng, Xing Huang +22 · 2 voices
    Computer Science · #cs.LG #cs.AI #cs.CL
27. Extending Isolation Forest for Anomaly Detection in Big Data via K-Means
    2021/04/27 by Tahmid Rahman Laskar, Jimmy Xiangji Huang, Laskar, Md Tahmid Rahman +13 · 1 citation
    Computer Science · #Network Security and Intrusion Detection #Anomaly Detection Techniques and Applications #Data Stream Mining Techniques
28. Phosphorus-containing flame retardant epoxy thermosets: Recent advances and future perspectives
    2021/01/21 by Siqi Huo, Pingan Song, Bin Yu +5 · 1 citation
    Materials Science · Medicine · #Flame retardant materials and properties #Synthesis and properties of polymers #Synthesis of Organic Compounds
29. When Large Multimodal Models Confront Evolving Knowledge: Challenges and Explorations
    2025/05/30 by Kailin Jiang, Yuan Du, Jiang, Kailin +16 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Speech and dialogue systems
30. Simultaneous Cluster Structure Learning and Estimation of Heterogeneous Graphs for Matrix-variate fMRI Data
    2021/10/09 by Dong Liu, Changwei Zhao, Liu, Dong +9 · 1 citation
    Neuroscience · Mathematics · Biochemistry, Genetics and Molecular Biology · #Functional Brain Connectivity Studies #Statistical Methods and Inference #Gene expression and cancer classification
31. Trajectory Design and Resource Allocation for Multi-UAV-Assisted Sensing, Communication, and Edge Computing Integration
    2024/10/05 by Sicong Peng, Bin Li, Peng, Sicong +7 · 2 citations
    Engineering · #Air Traffic Management and Optimization #FOS: Computer and information sciences #Information Theory (cs.IT) #Robotics and Sensor-Based Localization #UAV Applications and Optimization
32. Two cases studies of Model Predictive Control approach for hybrid Renewable Energy Systems
    2021/01/01 by Lei Liu, Takeyoshi Kato, Paras Mandal +4 · 1 voice · 1 citation
    Engineering · #Microgrid Control and Optimization #Frequency Control in Power Systems #Smart Grid Energy Management
33. WRKY transcription factors: Hubs for regulating plant growth and stress responses
    2025/01/15 by Lu Yang, Siyu Fang, Lei Liu +7 · 1 voice · 2 citations
    Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Plant Gene Expression Analysis #Plant Molecular Biology Research #Plant nutrient uptake and metabolism
34. High Speed Rotation Estimation with Dynamic Vision Sensors
    2022/09/06 by Guangrong Zhao, Yiran Shen, Zhao, Guangrong +9 · 1 citation
    Computer Science · Engineering · Physics and Astronomy · #Advanced Optical Sensing Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Non-Invasive Vital Sign Monitoring #Sensor Technology and Measurement Systems #Systems and Control (eess.SY) #electronic engineering #information engineering
35. Polar lights optimizer: Algorithm and applications in image segmentation and feature selection
    2024/11/01 by Chong Yuan, Dong Zhao, Ali Asghar Heidari +3 · 2 citations
36. VQLTI: Long-Term Tropical Cyclone Intensity Forecasting with Physical Constraints
    2025/01/30 by Xinyu Wang, Wang, Xinyu, Lei Liu +9 · 3 citations
    Earth and Planetary Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Tropical and Extratropical Cyclones Research
37. Occurrence and temporal dynamics of denitrifying protist endosymbionts in the wastewater microbiome
    2025/01/01 by Louison Nicolas-Asselineau, Daan R. Speth, Linus M Zeller +5 · 1 voice · 2 citations
    Biochemistry, Genetics and Molecular Biology · Environmental Science · #Protist diversity and phylogeny #Wastewater Treatment and Nitrogen Removal #Microbial Community Ecology and Physiology
38. Near telomere-to-telomere genome assembly of Mongolian cattle: implications for population genetic variation and beef quality
    2024/01/01 by Rina Su, Hao Zhou, Wenhao Yang +12 · 1 voice · 1 citation
    Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Chromosomal and Genetic Variations #Genetic Mapping and Diversity in Plants and Animals #Genetic and phenotypic traits in livestock
39. A symplectic dynamics approach to the spatial isosceles three-body problem
    2023/08/01 by Xijun Hu, Hu, Xijun, Lei Liu +7 · 2 citations
    Physics and Astronomy · Engineering · #Astro and Planetary Science #Spacecraft Dynamics and Control #Quantum chaos and dynamical systems
40. Prompt Learning to Mitigate Catastrophic Forgetting in Cross-lingual Transfer for Open-domain Dialogue Generation
    2023/05/12 by Lei Liu, Liu, Lei, Jimmy Xiangji Huang +1 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Multimodal Machine Learning Applications #Speech and dialogue systems #Topic Modeling
41. Efficient Logit-based Knowledge Distillation of Deep Spiking Neural Networks for Full-Range Timestep Deployment
    2025/01/27 by Chengting Yu, Xiaochen Zhao, Yu, Chengting +11 · 2 citations
    Engineering · #Advanced Memory and Neural Computing #FOS: Biological sciences #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Neurons and Cognition (q-bio.NC) #Robotics and Automated Systems
42. AnomalyControl: Learning Cross-modal Semantic Features for Controllable Anomaly Synthesis
    2024/12/09 by Xiangjian He, He, Shidan, Lei Liu +5 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences #Software Engineering Research
43. Interleave Frequency Division Multiplexing
    2024/05/04 by Yuhao Chi, Chi, Yuhao, Lei Liu +9 · 2 citations
    Computer Science · Engineering · #Advanced Wireless Communication Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #Wireless Communication Networks Research #electronic engineering #information engineering
44. Efficient ANN-Guided Distillation: Aligning Rate-based Features of Spiking Neural Networks through Hybrid Block-wise Replacement
    2025/03/20 by Shuhua Yang, Yang, Shu, Chengting Yu +9 · 3 citations
    Engineering · Computer Science · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Neural Networks and Reservoir Computing
45. KORE: Enhancing Knowledge Injection for Large Multimodal Models via Knowledge-Oriented Controls
    2025/10/22 by Kailin Jiang, Jiang, Kailin, Hongbo Jiang +17 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
46. CLIP Multi-modal Hashing for Multimedia Retrieval
    2024/10/10 by Jian Zhu, Zhu, Jian, Mingkai Sheng +13 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques #Video Analysis and Summarization
47. Cross-Modal Mutual Learning for Cued Speech Recognition
    2022/12/02 by Lei Liu, Liu, Lei, Li Liu +1 · 1 citation
    Computer Science · Psychology · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Hand Gesture Recognition Systems #Hearing Impairment and Communication #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
48. EGR1-Mediated Transcription of lncRNA-HNF1A-AS1 Promotes Cell-Cycle Progression in Gastric Cancer
    2018/09/05 by Hai-Ting Liu, Haiting Liu, Sen Liu +4 · 25 citations
    Biochemistry, Genetics and Molecular Biology · Medicine · #Cancer-related molecular mechanisms research #RNA modifications and cancer #Cholangiocarcinoma and Gallbladder Cancer Studies
49. Late-onset unexplained seizures are associated with cognitive impairment and lower amygdala volumes
    2024/12/24 by Rani A. Sarkis, Janet Orozco, Hernan Nicolás Lemus +13 · 1 voice · 1 citation
    Medicine · Neuroscience · #Epilepsy research and treatment #Functional Brain Connectivity Studies #Neuroscience and Neuropharmacology Research
50. Computation and Parameter Efficient Multi-Modal Fusion Transformer for Cued Speech Recognition
    2024/01/31 by Lei Liu, Li Liu, Liu, Lei +3 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
51. Large Language Models are Good Attackers: Efficient and Stealthy Textual Backdoor Attacks
    2024/08/21 by Ziqiang Li, Li, Ziqiang, Yueqi Zeng +9 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Topic Modeling
52. Self-Assembly Control of Y-Series Non-fullerene Acceptors for Sustainable and Scalable Organic Photovoltaics
    2026/01/05 by Dingqin Hu, Hua Tang, Jiehao Fu +17 · 1 voice · 1 citation
    Chemistry · Engineering · Materials Science · #Chemical and Physical Properties of Materials #Fullerene Chemistry and Applications #Organic Electronics and Photovoltaics
53. StyleAR: Customizing Multimodal Autoregressive Model for Style-Aligned Text-to-Image Generation
    2025/05/26 by Yi Shuan Shirley Wu, Wu, Yi, Lingting Zhu +10 · 2 citations
    Engineering · #Human Motion and Animation
54. Water governs the mechanical properties of poly(vinyl alcohol)
    2020/12/16 by Lujuan Li, Xiaodong Xu, Lei Liu +5 · 1 citation
    Engineering · Materials Science · #Advanced Sensor and Energy Harvesting Materials #Polymer crystallization and properties #Polymer Nanocomposites and Properties
55. The MiDAS global genome catalog: 53,501 long-read MAGs representing all core prokaryotic genera in the global activated sludge microbiome
    2026/07/13 by Lei Liu, Caitlin M. Singleton, Rasmus Hansen Kirkegaard +11 · 1 voice
    Environmental Science · Biochemistry, Genetics and Molecular Biology · #Wastewater Treatment and Nitrogen Removal #Genomics and Phylogenetic Studies #Microbial Community Ecology and Physiology
56. Beyond Relevance-Centric Retrieval: Rubric-Oriented Document Set Selection and Ranking
    2026/07/22 by Kailin Jiang, Lei Liu, Jian Xi +7 · 1 citation
    #cs.CL
57. Testing Microbiome Community Differences in High Dimensions: A Bootstrap Approach for Compositional Data
    2026/07/28 by Monika Bhattacharjee, Nilanjan Chakraborty, Sayan Das +6
    #stat.ME #stat.AP
58. Evidence-Grounded AI for Musculoskeletal Care
    2026/07/14 by Wenjie Li, Yujie Zhang, Fanrui Zhang +34
    #cs.AI
59. Joint Model for Mediation Analysis with Causally Related Longitudinal and Recurrent Event Mediators for Survival Outcome
    2026/07/26 by Fang Niu, Cheng Zheng, Lei Liu
    #stat.ME
60. Areca catechu L. procyanidins alleviate pulmonary fibrosis by suppressing the TGF-β/Smad/ERK cascade: Validation of a traditional herbal medicine
    2026/07/23 by Bin Liu, Yueru Zhao, Mengxia Zhu +1
61. Manipulating the Gibberellin Pathway Alters Harvest Index and Cannabinoid Content in <i>Cannabis sativa</i> L.
    2026/07/26 by Lennard Garcia-de Heer, Matthew Nolan, Jos C. Mieog +6
    Medicine · Biochemistry, Genetics and Molecular Biology · Agricultural and Biological Sciences · #Cannabis and Cannabinoid Research #Plant Gene Expression Analysis #Plant Molecular Biology Research
62. Blow‐up analysis and energy identities for super‐sinh‐Gordon‐type equation
    2026/07/27 by Lei Liu, Miaomiao Zhu
63. On Lie derivations of generalized matrix algebras
    2026/07/25 by Lei Liu, Suqian Hou
64. ConMem: Contribution-Aware Memory for Long-Horizon Manufacturing Inspection Logs
    2026/07/30 by Bingchen Liu, Yuanyuan Fang, Lei Liu +6
    Computer Science · #cs.AI