Liu Liu

1. OakInk: A Large-scale Knowledge Repository for Understanding Hand-Object Interaction
   2022/03/29 by Lixin Yang, Kailin Li, Yang, Lixin +11 · 17 citations
   Engineering · Computer Science · #Robot Manipulation and Learning #Multimodal Machine Learning Applications #Human Pose and Action Recognition
2. Optimal Feature Transport for Cross-View Image Geo-Localization
   2019/07/11 by Yujiao Shi, Xin Yu, Shi, Yujiao +7 · 10 citations
   Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Robotics and Sensor-Based Localization #Advanced Neural Network Applications
3. Making Images Real Again: A Comprehensive Survey on Deep Image Composition
   2021/06/28 by Li Niu, Niu, Li, Wenyan Cong +10 · 8 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Video Analysis and Summarization
4. Event Camera Data Pre-training
   2023/01/05 by Yang Yan, Liyuan Pan, Yang, Yan +3 · 9 citations
   Engineering · Medicine · Physics and Astronomy · #Advanced MRI Techniques and Applications #Advanced Memory and Neural Computing #Atomic and Subatomic Physics Research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
5. High Dimensional Robust Sparse Regression
   2018/05/29 by Liu Liu, Yanyao Shen, Liu, Liu +5 · 5 citations
   Engineering · Mathematics · #Advanced Statistical Methods and Models #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference #Statistics Theory (math.ST)
6. Weak-shot Fine-grained Classification via Similarity Transfer
   2020/09/19 by Junjie Chen, Li Niu, Chen, Junjie +5 · 4 citations
   Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI #Multimodal Machine Learning Applications
7. GaussTR: Foundation Model-Aligned Gaussian Transformer for Self-Supervised 3D Spatial Understanding
   2024/12/17 by Haoyi Jiang, Liu Liu, Jiang, Haoyi +13 · 12 citations
   Computer Science · Engineering · Earth and Planetary Sciences · #Image Processing and 3D Reconstruction #Robotics and Sensor-Based Localization #3D Surveying and Cultural Heritage
8. REArtGS: Reconstructing and Generating Articulated Objects via 3D Gaussian Splatting with Geometric and Motion Constraints
   2025/03/09 by Di Wu, Wu, Di, Liu Liu +13 · 11 citations
   Computer Science · Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Multimedia (cs.MM) #Robotics and Sensor-Based Localization
9. Accurate 3-DoF Camera Geo-Localization via Ground-to-Satellite Image Matching
   2022/03/26 by Yujiao Shi, Shi, Yujiao, Xin Yu +9 · 3 citations
   Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
10. Event Camera Data Dense Pre-training
    2023/11/20 by Yan Yang, Liyuan Pan, Yang, Yan +3 · 4 citations
    Engineering · Computer Science · #Advanced Memory and Neural Computing #Age of Information Optimization #Machine Learning and ELM
11. HERB: a high-throughput experiment- and reference-guided database of traditional Chinese medicine
    2020/10/28 by Shuangsang Fang, Lei Dong, Liu Liu +12 · 2 citations
    Pharmacology, Toxicology and Pharmaceutics · Biochemistry, Genetics and Molecular Biology · Medicine · #Pharmacological Effects of Natural Compounds #Metabolomics and Mass Spectrometry Studies #Traditional Chinese Medicine Analysis
12. 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
13. Online Continual Learning with Contrastive Vision Transformer
    2022/07/24 by Zhen Wang, Liu Liu, Wang, Zhen +7 · 2 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
14. Stochastic Zeroth-order Optimization via Variance Reduction method
    2018/05/30 by Liu Liu, Liu, Liu, Minhao Cheng +5 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
15. Toward Trainability of Quantum Neural Networks
    2020/11/12 by Kaining Zhang, Min-Hsiu Hsieh, Zhang, Kaining +5 · 3 citations
    Computer Science · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Stochastic Gradient Optimization Techniques
16. ManiPose: A Comprehensive Benchmark for Pose-aware Object Manipulation in Robotics
    2024/03/20 by Qiaojun Yu, Yu, Qiaojun, Ce Hao +15 · 3 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robot Manipulation and Learning #Robotic Path Planning Algorithms #Robotics (cs.RO) #Robotics and Automated Systems
17. DynFocus: Dynamic Cooperative Network Empowers LLMs with Video Understanding
    2024/11/19 by Yudong Han, Han, Yudong, Qingpei Guo +9 · 4 citations
    Computer Science · Decision Sciences · #Computer Vision and Pattern Recognition (cs.CV) #Data Stream Mining Techniques #FOS: Computer and information sciences #I.2.10 #Scientific Computing and Data Management
18. Downlink Achievable Rate Analysis in Massive MIMO Systems with One-Bit DACs
    2016/10/30 by Yongzhi Li, Li, Yongzhi, Cheng Tao +7 · 1 citation
    Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Communication Techniques #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #Information Theory (cs.IT)
19. Statistical inference using SGD
    2017/05/21 by Tianyang Li, Li, Tianyang, Liu Liu +5 · 1 citation
    Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Optimization and Control (math.OC) #Statistical Methods and Inference #Statistics Theory (math.ST)
20. Hypocoercivity for a BGK model for gas mixtures
    2018/10/19 by Liu Liu, Liu, Liu, Marlies Pirner +1 · 1 citation
    Engineering · Mathematics · Physics and Astronomy · #35Q20 #Advanced Thermodynamics and Statistical Mechanics #Analysis of PDEs (math.AP) #FOS: Mathematics #Fluid Dynamics and Turbulent Flows #Gas Dynamics and Kinetic Theory
21. On the Guaranteed Almost Equivalence between Imitation Learning from Observation and Demonstration
    2020/10/16 by Zhihao Cheng, Cheng, Zhihao, Liu Liu +9 · 1 citation
    Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Robotics (cs.RO) #Robotics and Sensor-Based Localization
22. Solving the linear transport equation by a deep neural network approach
    2021/02/18 by Zheng Chen, Chen, Zheng, Liu Liu +3 · 1 citation
    Engineering · Physics and Astronomy · #65Mxx #FOS: Mathematics #Model Reduction and Neural Networks #Nuclear Engineering Thermal-Hydraulics #Nuclear reactor physics and engineering #Numerical Analysis (math.NA)
23. PZT Optical Memristors
    2024/11/07 by Chenlei Li, Li, Chenlei, Hongyan Yu +26 · 2 citations
    Engineering · Materials Science · #Advanced Memory and Neural Computing #Applied Physics (physics.app-ph) #FOS: Physical sciences #Ferroelectric and Negative Capacitance Devices #Optics (physics.optics) #Phase-change materials and chalcogenides
24. Radiation-Induced Bystander Effect can be Transmitted Through Exosomes Using miRNAs as Effector Molecules
    2020/04/28 by Yu Du, Shufang Du, Liu Liu +6 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Engineering · Medicine · #Extracellular vesicles in disease #Ultrasound and Hyperthermia Applications #Effects of Radiation Exposure
25. Dynamic N:M Fine-grained Structured Sparse Attention Mechanism
    2022/02/28 by Zhaodong Chen, Yuying Quan, Chen, Zhaodong +9 · 1 citation
    Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Advanced Image and Video Retrieval Techniques
26. ALCOP: Automatic Load-Compute Pipelining in Deep Learning Compiler for AI-GPUs
    2022/10/29 by Guyue Huang, Yang Bai, Huang, Guyue +11 · 1 citation
    Computer Science · #Advanced Data Storage Technologies #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
27. UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup
    2022/09/19 by Zongbo Han, Zhipeng Liang, Han, Zongbo +17 · 1 citation
    Computer Science · #Machine Learning and Data Classification #Machine Learning in Healthcare #Anomaly Detection Techniques and Applications
28. On the multi-species Boltzmann equation with uncertainty and its stochastic Galerkin approximation
    2019/09/03 by Esther S. Daus, Daus, Esther S., Shi Jin +3 · 1 citation
    Engineering · Mathematics · #35Q20 #37L65 #Analysis of PDEs (math.AP) #FOS: Mathematics #Gas Dynamics and Kinetic Theory #Numerical methods in inverse problems #Particle Dynamics in Fluid Flows
29. Towards Alleviating Text-to-Image Retrieval Hallucination for CLIP in Zero-shot Learning
    2024/02/28 by Hanyao Wang, Wang, Hanyao, Yibing Zhan +7 · 1 citation
    Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI #Multimodal Machine Learning Applications
30. Stochastic Optimization for Non-convex Problem with Inexact Hessian Matrix, Gradient, and Function
    2023/10/18 by Liu Liu, Xuanqing Liu, Liu, Liu +5 · 1 citation
    Computer Science · Engineering · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Machine Learning and ELM
31. ELSA: Evaluating Localization of Social Activities in Urban Streets using Open-Vocabulary Detection
    2024/06/03 by Maryam Hosseini, Hosseini, Maryam, Marco Cipriano +11 · 2 citations
    Energy · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #Environmental and Ecological Studies #FOS: Computer and information sciences #Latin American Urban Studies
32. SmartQuant: CXL-based AI Model Store in Support of Runtime Configurable Weight Quantization
    2024/07/17 by Rui Xie, Asad Ul Haq, Xie, Rui +13 · 3 citations
    Decision Sciences · Computer Science · #Scientific Computing and Data Management #Model-Driven Software Engineering Techniques
33. PhysicsSolver: Transformer-Enhanced Physics-Informed Neural Networks for Forward and Forecasting Problems in Partial Differential Equations
    2025/02/26 by Zhenyi Zhu, Zhu, Zhenyi, Yuchen Huang +3 · 3 citations
    Materials Science · Mathematics · Physics and Astronomy · #FOS: Mathematics #Machine Learning in Materials Science #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Numerical methods for differential equations
34. Step-On-Feet Tuning: Scaling Self-Alignment of LLMs via Bootstrapping
    2024/02/12 by Haoyu Wang, Guozheng Ma, Wang, Haoyu +21 · 1 citation
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques #Modular Robots and Swarm Intelligence
35. Convergence of the Fourier-Galerkin spectral method for the Boltzmann equation with uncertainties
    2022/12/08 by Liu Liu, Kunlun Qi, Liu, Liu +1 · 1 citation
    Mathematics · Engineering · #Gas Dynamics and Kinetic Theory #Numerical methods in inverse problems #Radiative Heat Transfer Studies
36. Research advances and public health strategies in China on WHO priority fungal pathogens
    2025/09/29 by Yue Wang, Li Han, Jie Gong +3 · 1 voice · 1 citation
    Agricultural and Biological Sciences · Medicine · #Antifungal resistance and susceptibility #Fungal Infections and Studies #Mycotoxins in Agriculture and Food
37. Uni3R: Unified 3D Reconstruction and Semantic Understanding via Generalizable Gaussian Splatting from Unposed Multi-View Images
    2025/08/05 by Xiangyu Sun, Sun, Xiangyu, Haoyi Jiang +19 · 3 citations
    Engineering · Computer Science · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Robotics and Sensor-Based Localization
38. Rethinking Pan-sharpening: A New Training Process for Full-Resolution Generalization
    2025/07/20 by Ran Zhang, Xuanhua He, Zhang, Ran +14 · 1 citation
    Computer Science · Engineering · #Advanced Image Fusion Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote-Sensing Image Classification
39. IGGT4D: Streaming 4D Instance-Grounded Geometry Transformer
    2026/07/21 by Zhengyu Zou, Hao Li, Kuixuan Jiao +7
    #cs.CV
40. Global robust stabilisation of a general ANCBC systems with heterogeneous and asymmetric actuator saturation
    2026/07/22 by Xiaoling Wang, Xin Li, Liu Liu
41. Sidewalk Moments: Are Richer Representations Always More Human-Aligned? Evidence from City-Walk Videos
    2026/07/23 by Liu Liu, Freya Huying Tan, Fábio Duarte
    #cs.CV #cs.HC
42. Tabular Foundation Models for Discrete Choice Estimation
    2026/07/14 by Liu Liu, Dan Zhang
    #cs.LG #cs.AI #econ.EM