Xiaoyu Liu

1. Signatures of fractional quantum anomalous Hall states in twisted MoTe2
   2023/06/14 by Jiaqi Cai, Eric Anderson, Chong Wang +14 · 97 citations
   Materials Science · Physics and Astronomy · #Graphene research and applications #Quantum and electron transport phenomena #Topological Materials and Phenomena
2. Observation of fractionally quantized anomalous Hall effect
   2023/08/17 by Heonjoon Park, Jiaqi Cai, Eric Anderson +19 · 86 citations
   Materials Science · Physics and Astronomy · #Graphene research and applications #Quantum and electron transport phenomena #Topological Materials and Phenomena
3. Quantification of biochar effects on soil hydrological properties using meta-analysis of literature data
   2016/04/12 by Morris Oduor Omondi, Xin Xia, Alphonse Nahayo +3 · 35 citations
   Agricultural and Biological Sciences · Environmental Science · #Soil Carbon and Nitrogen Dynamics #Agriculture, Soil, Plant Science #Soil and Water Nutrient Dynamics
4. Occluded Video Instance Segmentation: A Benchmark
   2021/02/02 by Jiyang Qi, Qi, Jiyang, Yan Gao +17 · 24 citations
   Computer Science · #68T07 #68T45 #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
5. VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction
   2025/01/03 by Chaoyou Fu, Fu, Chaoyou, Haojia Lin +27 · 74 citations
   Computer Science · #Advanced Data Compression Techniques #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Retrieval and Classification Techniques #Neural Networks and Applications #Sound (cs.SD) #electronic engineering #information engineering
6. Diffusion-VLA: Generalizable and Interpretable Robot Foundation Model via Self-Generated Reasoning
   2024/12/04 by Junjie Wen, Minjie Zhu, Wen, Junjie +18 · 59 citations
   Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrastructure Maintenance and Monitoring #Robotics (cs.RO) #Robotics and Sensor-Based Localization #Soft Robotics and Applications
7. Large Language Models and Causal Inference in Collaboration: A Survey
   2024/03/14 by Xiaoyu Liu, Paiheng Xu, Liu, Xiaoyu +23 · 20 citations
   Computer Science · #Topic Modeling
8. Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences
   2024/01/19 by Xiyao Wang, Wang, Xiyao, Yuhang Zhou +21 · 17 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
9. MaskSR: Masked Language Model for Full-band Speech Restoration
   2024/06/04 by Xu Li, Qirui Wang, Li, Xu +3 · 19 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
10. Ferromagnetism and Topology of the Higher Flat Band in a Fractional Chern Insulator
    2024/06/13 by Heonjoon Park, Jiaqi Cai, Park, Heonjoon +39 · 24 citations
    Mathematics · Physics and Astronomy · #Cold Atom Physics and Bose-Einstein Condensates #FOS: Physical sciences #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Physics of Superconductivity and Magnetism #Spectral Theory in Mathematical Physics #Strongly Correlated Electrons (cond-mat.str-el)
11. CBQ: Cross-Block Quantization for Large Language Models
    2023/12/13 by Xin Ding, Ding, Xin, Xiaoyu Liu +19 · 10 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
12. CoA-VLA: Improving Vision-Language-Action Models via Visual-Textual Chain-of-Affordance
    2024/12/29 by Jinming Li, Yichen Zhu, Li, Jinming +17 · 18 citations
    Decision Sciences · #Complex Systems and Decision Making #FOS: Computer and information sciences #Robotics (cs.RO)
13. Distilling Semantic Priors from SAM to Efficient Image Restoration Models
    2024/03/25 by Quan Zhang, Zhang, Quan, Xiaoyu Liu +15 · 10 citations
    Computer Science · Earth and Planetary Sciences · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Seismic Imaging and Inversion Techniques
14. Long-Tail Prediction Uncertainty Aware Trajectory Planning for Self-driving Vehicles
    2022/07/02 by Weitao Zhou, Zhou, Weitao, Zhong Cao +10 · 5 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Traffic Prediction and Management Techniques
15. SmartControl: Enhancing ControlNet for Handling Rough Visual Conditions
    2024/04/09 by Xiaoyu Liu, Liu, Xiaoyu, Yuxiang Wei +11 · 8 citations
    Computer Science · Engineering · #Visual Attention and Saliency Detection #Industrial Vision Systems and Defect Detection #Image and Video Quality Assessment
16. Deep Neural Network Architectures for Modulation Classification
    2017/12/01 by Xiaoyu Liu, Liu, Xiaoyu, Diyu Yang +3 · 3 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Wireless Signal Modulation Classification
17. Spatially Adaptive Self-Supervised Learning for Real-World Image Denoising
    2023/03/27 by Junyi Li, Zhilu Zhang, Li, Junyi +11 · 5 citations
    Computer Science · Engineering · #Image and Signal Denoising Methods #Image Processing Techniques and Applications #Photoacoustic and Ultrasonic Imaging
18. TokenUnify: Scaling Up Autoregressive Pretraining for Neuron Segmentation
    2024/05/27 by Yinda Chen, Chen, Yinda, Haoyuan Shi +12 · 7 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques #Generative Adversarial Networks and Image Synthesis
19. Dynamically Conservative Self-Driving Planner for Long-Tail Cases
    2023/05/12 by Weitao Zhou, Zhong Cao, Zhou, Weitao +9 · 4 citations
    Engineering · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Robotics (cs.RO) #Traffic and Road Safety #Vehicle Dynamics and Control Systems
20. ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs
    2025/06/11 by Xiyao Wang, Zhengyuan Yang, Wang, Xiyao +22 · 11 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
21. Generalized Concentratable Entanglement via Parallelized Permutation Tests
    2024/06/26 by Xiaoyu Liu, Liu, Xiaoyu, Johannes Knörzer +5 · 5 citations
    Computer Science · Mathematics · #Benford’s Law and Fraud Detection #Computability, Logic, AI Algorithms #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
22. Reversed Image Signal Processing and RAW Reconstruction. AIM 2022 Challenge Report
    2022/10/20 by Marcos V. Conde, Conde, Marcos V., Radu Timofte +83 · 2 citations
    Engineering · #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #Photoacoustic and Ultrasonic Imaging #electronic engineering #information engineering
23. Biochar soil amendment increased bacterial but decreased fungal gene abundance with shifts in community structure in a slightly acid rice paddy from Southwest China
    2013/06/14 by Junhui Chen, Xiaoyu Liu, Jinwei Zheng +9 · 1 citation
    Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · Environmental Science · #Gut microbiota and health #Microbial Community Ecology and Physiology #Soil Carbon and Nitrogen Dynamics
24. Ensuring Safety and Trust: Analyzing the Risks of Large Language Models in Medicine
    2024/11/20 by Yifan Yang, Yang, Yifan, Qiao Jin +32 · 5 citations
    Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences
25. Towards fully automated post-event data collection and analysis:\n pre-event and post-event information fusion
    2019/06/29 by Ali Lenjani, Shirley J. Dyke, Lenjani, Ali +13 · 1 citation
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote-Sensing Image Classification #Seismology and Earthquake Studies #Synthetic Aperture Radar (SAR) Applications and Techniques
26. UniCompress: Enhancing Multi-Data Medical Image Compression with Knowledge Distillation
    2024/05/27 by Runzhao Yang, Yinda Chen, Yang, Runzhao +15 · 2 citations
    Computer Science · #Advanced Data Compression Techniques
27. Photon-number-resolving single-photon detector with a system detection efficiency of 98% and photon-number resolution of 32
    2025/04/03 by Chaomeng Ding, Xingyu Zhang, Ding, Chaomeng +19 · 6 citations
    Engineering · Medicine · Physics and Astronomy · #Advanced Optical Sensing Technologies #CCD and CMOS Imaging Sensors #FOS: Physical sciences #Ocular and Laser Science Research #Optics (physics.optics) #Quantum Physics (quant-ph)
28. Occluded Video Instance Segmentation: Dataset and ICCV 2021 Challenge
    2021/11/15 by Jiyang Qi, Qi, Jiyang, Yan Gao +17 · 1 citation
    Computer Science · #68T07 #68T45 #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
29. Predicting 30-Day Hospital Readmission in Medicare Patients: Insights from an LSTM Deep Learning Model
    2024/10/23 by Xintao Li, Li, Xintao, Sibei Liu +7 · 3 citations
    Computer Science · Medicine · #Machine Learning in Healthcare #Chronic Disease Management Strategies
30. Learning Multiscale Consistency for Self-supervised Electron Microscopy Instance Segmentation
    2023/08/19 by Yinda Chen, Wei Huang, Chen, Yinda +8 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Materials Science · #Advanced Electron Microscopy Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Electron and X-Ray Spectroscopy Techniques #FOS: Computer and information sciences #Machine Learning in Materials Science
31. Calibrated Dataset Condensation for Faster Hyperparameter Search
    2024/05/27 by Mucong Ding, Yuancheng Xu, Ding, Mucong +13 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Time Series Analysis and Forecasting
32. Single photon detection performance of highly disordered NbTiN thin films
    2022/10/27 by Ruoyan Ma, Rui Shu, Ma, Ruoyan +21 · 1 citation
    Engineering · Physics and Astronomy · #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Mechanical and Optical Resonators #Nanowire Synthesis and Applications #Photonic and Optical Devices #Superconductivity (cond-mat.supr-con)
33. Beyond Image Borders: Learning Feature Extrapolation for Unbounded Image Composition
    2023/09/21 by Xiaoyu Liu, Ming Liu, Liu, Xiaoyu +11 · 1 citation
    Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Quality Assessment #Visual Attention and Saliency Detection
34. PLReMix: Combating Noisy Labels with Pseudo-Label Relaxed Contrastive Representation Learning
    2024/02/27 by Xiaoyu Liu, Liu, Xiaoyu, Beitong Zhou +3 · 1 citation
    Computer Science · Engineering · #Music and Audio Processing #Water Systems and Optimization #Text and Document Classification Technologies
35. A Framework for Effective Invocation Methods of Various LLM Services
    2024/02/05 by Can Wang, Dianbo Sui, Wang, Can +9 · 1 citation
    Business, Management and Accounting · Computer Science · Economics, Econometrics and Finance · #Digital Transformation in Law #Dispute Resolution and Class Actions #Distributed #FOS: Computer and information sciences #Parallel #Software Engineering (cs.SE) #Technology and Data Analysis #and Cluster Computing (cs.DC)
36. Conceptual Design Report of Super Tau-Charm Facility: The Accelerator
    2025/09/15 by Jie Bao, Bao, Jiancong, A. Bogomyagkov +182 · 4 citations
    Engineering · #Particle accelerators and beam dynamics #Particle Accelerators and Free-Electron Lasers #Muon and positron interactions and applications
37. M3T: A New Benchmark Dataset for Multi-Modal Document-Level Machine Translation
    2024/06/12 by Benjamin Hsu, Hsu, Benjamin, Xiaoyu Liu +15 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
38. Single-stage TTS with Masked Audio Token Modeling and Semantic Knowledge Distillation
    2024/09/17 by Gerard I. Gállego, Roy Fejgin, Gállego, Gerard I. +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Signal Processing (eess.SP) #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and dialogue systems #electronic engineering #information engineering
39. AnimateAnywhere: Rouse the Background in Human Image Animation
    2025/04/28 by Xiaoyu Liu, Mingshuai Yao, Liu, Xiaoyu +13 · 3 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation #Human Pose and Action Recognition
40. ReCon1M:A Large-scale Benchmark Dataset for Relation Comprehension in Remote Sensing Imagery
    2024/06/10 by Xian Sun, Sun, Xian, Qiwei Yan +19 · 1 citation
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Remote-Sensing Image Classification
41. Joint Semantic Knowledge Distillation and Masked Acoustic Modeling for Full-band Speech Restoration with Improved Intelligibility
    2024/09/14 by Xiaoyu Liu, Xu Li, Liu, Xiaoyu +5 · 1 citation
    Computer Science · Medicine · #Speech Recognition and Synthesis #Speech and Audio Processing #Voice and Speech Disorders
42. VITA-VLA: Efficiently Teaching Vision-Language Models to Act via Action Expert Distillation
    2025/10/10 by Dong, Shaoqi, Chaoyou Fu, Haihan Gao +26 · 3 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Robot Manipulation and Learning