Xiao Zhang

1. AutoDefense: Multi-Agent LLM Defense against Jailbreak Attacks
   2024/03/02 by Yifan Zeng, Yiran Wu, Zeng, Yifan +7 · 27 citations
   Computer Science · Engineering · #Advanced Malware Detection Techniques #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Smart Grid Security and Resilience
2. Interpretable Deep Learning: Interpretation, Interpretability, Trustworthiness, and Beyond
   2021/03/19 by Xuhong Li, Haoyi Xiong, Li, Xuhong +13 · 10 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Applications
   2018/04/09 by Tien-Ju Yang, Yang, Tien-Ju, Andrew Howard +13 · 8 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
4. GLC_FCS30: global land-cover product with fine classification system at 30 m using time-series Landsat imagery
   2021/06/15 by Xiao Zhang, Liangyun Liu, Xidong Chen +3 · 1 voice · 7 citations
   Engineering · Environmental Science · #Land Use and Ecosystem Services #Remote Sensing in Agriculture #Remote-Sensing Image Classification
5. Beyond the ‘east–west’ dichotomy: Global variation in cultural models of selfhood.
   2016/08/01 by Vivian L. Vignoles, Ellinor Owe, Maja Becker +69 · 4 citations
6. Yak whole-genome resequencing reveals domestication signatures and prehistoric population expansions
   2015/12/22 by Qiang Qiu, Lizhong Wang, Kun Wang +10 · 1 voice · 3 citations
   Biochemistry, Genetics and Molecular Biology · #Genetic diversity and population structure #Genomics and Phylogenetic Studies #Genetic and phenotypic traits in livestock
7. Magnetic anisotropy of the single-crystalline ferromagnetic insulator Cr₂Ge₂Te₆
   2016/02/01 by Xiao Zhang, Yuelei Zhao, Qi Song +3 · 10 citations
   Physics and Astronomy · Materials Science · #Topological Materials and Phenomena #2D Materials and Applications #Graphene research and applications
8. Learn to Segment Retinal Lesions and Beyond
   2019/12/25 by Qijie Wei, Wei, Qijie, Xirong Li +19 · 4 citations
   Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Retinal Diseases and Treatments #Retinal Imaging and Analysis #Retinal and Optic Conditions
9. Refining Pseudo Labels with Clustering Consensus over Generations for Unsupervised Object Re-identification
   2021/06/11 by Xiao Zhang, Zhang, Xiao, Yixiao Ge +5 · 4 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
10. A Unified Computational and Statistical Framework for Nonconvex Low-Rank Matrix Estimation
    2016/10/17 by Lingxiao Wang, Xiao Zhang, Wang, Lingxiao +3 · 5 citations
    Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Advanced Image Processing Techniques #Direction-of-Arrival Estimation Techniques
11. Interpretable deep learning: interpretation, interpretability, trustworthiness, and beyond
    2022/09/14 by Xuhong Li, Haoyi Xiong, Xingjian Li +5 · 1 voice · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #Topic Modeling
12. Length-Induced Embedding Collapse in PLM-based Models
    2024/10/31 by Yuqi Zhou, Zhou, Yuqi, Sunhao Dai +7 · 1 voice · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #cs.AI #cs.CL #cs.IR
13. Self-distillation with Batch Knowledge Ensembling Improves ImageNet Classification
    2021/04/27 by Yixiao Ge, Xiao Zhang, Ge, Yixiao +13 · 4 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI
14. MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents
    2025/07/25 by Xuehui Wang, Zhenyu Wu, Wang, Xuehui +47 · 23 citations
    Computer Science · Psychology · #Advanced Software Engineering Methodologies #Human-Automation Interaction and Safety #Social Robot Interaction and HRI
15. Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications
    2024/08/20 by Jimin Huang, Mengxi Xiao, Huang, Jimin +76 · 7 citations
    Decision Sciences · Business, Management and Accounting · Computer Science · #Stock Market Forecasting Methods #FinTech, Crowdfunding, Digital Finance #Mathematics, Computing, and Information Processing
16. Self-Supervised Visual Representation Learning from Hierarchical Grouping
    2020/12/05 by Xiao Zhang, Zhang, Xiao, Michael Maire +1 · 3 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques #Multimodal Machine Learning Applications
17. Phase invariance of the semiconductor Bloch equations
    2019/10/11 by Jinbin Li, Xiao Zhang, Silin Fu +3 · 1 voice · 2 citations
    Physics and Astronomy · #Laser-Matter Interactions and Applications #Advanced Fiber Laser Technologies #Spectroscopy and Quantum Chemical Studies
18. ReARTeR: Retrieval-Augmented Reasoning with Trustworthy Process Rewarding
    2025/01/14 by Zhongxiang Sun, Qipeng Wang, Sun, Zhongxiang +15 · 9 citations
    Business, Management and Accounting · Computer Science · Decision Sciences · #Business Process Modeling and Analysis #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Semantic Web and Ontologies
19. UniSAR: Modeling User Transition Behaviors between Search and Recommendation
    2024/04/15 by Teng Shi, Shi, Teng, Zihua Si +15 · 6 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
20. GASP: Efficient Black-Box Generation of Adversarial Suffixes for Jailbreaking LLMs
    2024/11/21 by Advik Raj Basani, Xiao Zhang, Basani, Advik Raj +1 · 6 citations
    Computer Science · Engineering · #Handwritten Text Recognition Techniques #Vehicle License Plate Recognition #Digital Media Forensic Detection
21. Empirical Studies on the Properties of Linear Regions in Deep Neural Networks
    2020/01/04 by Xiao Zhang, Dongrui Wu, Zhang, Xiao +1 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Neural Networks and Applications
22. Microneedle patch for the ultrasensitive quantification of protein biomarkers in interstitial fluid
    2021/01/22 by Zheyu Wang, Jingyi Luan, Anushree Seth +14 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Immunology and Microbiology · Pharmacology, Toxicology and Pharmaceutics · #Advancements in Transdermal Drug Delivery #Lipid Membrane Structure and Behavior #Toxin Mechanisms and Immunotoxins
23. Generative Retrieval with Semantic Tree-Structured Item Identifiers via Contrastive Learning
    2023/09/23 by Zihua Si, Zhongxiang Sun, Si, Zihua +16 · 3 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
24. RadCloud: Real-Time High-Resolution Point Cloud Generation Using Low-Cost Radars for Aerial and Ground Vehicles
    2024/03/09 by David A. Hunt, Hunt, David, Shaocheng Luo +11 · 4 citations
    Engineering · Environmental Science · Physics and Astronomy · #Advanced Optical Sensing Technologies #Aerospace and Aviation Technology #FOS: Computer and information sciences #FOS: Electrical engineering #Remote Sensing and LiDAR Applications #Robotics (cs.RO) #Signal Processing (eess.SP) #electronic engineering #information engineering
25. Do carbon emission trading schemes stimulate green innovation in enterprises? Evidence from China
    2021/03/21 by Zhongfei Chen, Xiao Zhang, Fanglin Chen · 2 citations
    Business, Management and Accounting · Economics, Econometrics and Finance · #Energy, Environment, Economic Growth #Environmental Sustainability in Business #Sustainable Supply Chain Management
26. Dirac Operator on Embedded Hypersurfaces
    2000/12/29 by Oussama Hijazi, Sebastian Montiel, Hijazi, Oussama +4 · 1 citation
    Mathematics · Physics and Astronomy · #53C27 #53C40 #53C80 #58G25 #Algebraic and Geometric Analysis #Differential Geometry (math.DG) #FOS: Mathematics #FOS: Physical sciences #Geometric Analysis and Curvature Flows #Holomorphic and Operator Theory #Mathematical Physics (math-ph) #math-ph #math.DG #math.MP #msc:53C27 #msc:53C40 #msc:53C80 #msc:58G25
27. Retrieval Augmented Generation with Collaborative Filtering for Personalized Text Generation
    2025/04/08 by Teng Shi, Jun Xu, Shi, Teng +11 · 9 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
28. Medical Exam Question Answering with Large-scale Reading Comprehension
    2018/02/28 by Xiao Zhang, Zhang, Xiao, Ji Wu +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
29. Co-occurrence is not Factual Association in Language Models
    2024/09/21 by Xiao Zhang, Miao Li, Zhang, Xiao +3 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
30. Mapping the world's inland surface waters: an upgrade to the Global Lakes and Wetlands Database (GLWD v2)
    2025/06/04 by Bernhard Lehner, Mira Anand, Etienne Fluet‐Chouinard +26 · 1 voice · 4 citations
    Environmental Science · #Hydrology and Watershed Management Studies #Coastal wetland ecosystem dynamics #Flood Risk Assessment and Management
31. Connectivity and Minimal Distance Spectral Radius of Graphs
    2010/11/09 by Xiao Zhang, Chris Godsil, Zhang, Xiaoling +1 · 1 citation
    Computer Science · Mathematics · #Advanced Graph Theory Research #FOS: Mathematics #Graph Labeling and Dimension Problems #Graph theory and applications #Spectral Theory (math.SP)
32. InVi: Object Insertion In Videos Using Off-the-Shelf Diffusion Models
    2024/07/15 by Nirat Saini, Saini, Nirat, Navaneeth Bodla +11 · 3 citations
    Computer Science · #Stochastic Gradient Optimization Techniques #Advanced Image and Video Retrieval Techniques
33. Do Parameters Reveal More than Loss for Membership Inference?
    2024/06/17 by Anshuman Suri, Suri, Anshuman, Xiao Zhang +3 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
34. HyperBandit: Contextual Bandit with Hypernewtork for Time-Varying User Preferences in Streaming Recommendation
    2023/08/14 by Chenglei Shen, Xiao Zhang, Shen, Chenglei +5 · 2 citations
    Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Smart Grid Energy Management
35. The iMaterialist Fashion Attribute Dataset
    2019/06/13 by Sheng Guo, Weilin Huang, Guo, Sheng +15 · 1 citation
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Face recognition and analysis #Advanced Neural Network Applications
36. P2SGrad: Refined Gradients for Optimizing Deep Face Models
    2019/05/07 by Xiao Zhang, Zhang, Xiao, Rui Zhao +11 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis #Speech and Audio Processing
37. An Item is Worth a Prompt: Versatile Image Editing with Disentangled Control
    2024/03/07 by Aosong Feng, Feng, Aosong, Weikang Qiu +13 · 2 citations
    Computer Science · #Computer Graphics and Visualization Techniques #Advanced Vision and Imaging
38. Tilus: A Tile-Level GPGPU Programming Language for Low-Precision Computation
    2025/04/17 by Yaoyao Ding, Bohan Hou, Ding, Yaoyao +13 · 4 citations
    Computer Science · #Parallel Computing and Optimization Techniques #Advanced Neural Network Applications #Natural Language Processing Techniques
39. Optimization Variance: Exploring Generalization Properties of DNNs
    2021/06/03 by Xiao Zhang, Zhang, Xiao, Dongrui Wu +5 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural Networks and Applications
40. A Technical Survey and Evaluation of Traditional Point Cloud Clustering Methods for LiDAR Panoptic Segmentation
    2021/08/21 by Yiming Zhao, Zhao, Yiming, Xiao Zhang +3 · 1 citation
    Environmental Science · Engineering · Computer Science · #Remote Sensing and LiDAR Applications #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques
41. Stealthy Targeted Backdoor Attacks against Image Captioning
    2024/06/09 by Wenshu Fan, Hongwei Li, Fan, Wenshu +9 · 2 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
42. CoopEval: Benchmarking Cooperation-Sustaining Mechanisms and LLM Agents in Social Dilemmas
    2026/04/16 by Emanuel Tewolde, Xiao Zhang, David Guzman Piedrahita +2 · 3 voices · 4 citations
    #cs.GT #cs.AI #cs.CL #cs.CY #cs.MA
43. Black hole images under spherical-shell and circular-annulus accretion models in Schwarzschild spacetime: a semianalytical approach
    2024/12/31 by Bofeng Wu, En‐Wei Liang, Wu, Bofeng +3 · 3 citations
    Computer Science · #Advanced Computational Techniques in Science and Engineering
44. Robust Image Ordinal Regression with Controllable Image Generation
    2023/05/07 by Yi Cheng, Cheng, Yi, Haochao Ying +13 · 1 citation
    Computer Science · #Imbalanced Data Classification Techniques #Face and Expression Recognition #Digital Imaging for Blood Diseases
45. TAMO: Fine-Grained Root Cause Analysis via Tool-Assisted LLM Agent with Multi-Modality Observation Data in Cloud-Native Systems
    2025/04/29 by Xiao Zhang, Zhang, Xiao, Qi Wang +10 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering Research #Software System Performance and Reliability #Software Testing and Debugging Techniques
46. QAGCF: Graph Collaborative Filtering for Q&A Recommendation
    2024/06/07 by Changshuo Zhang, Zhang, Changshuo, Teng Shi +13 · 2 citations
    Computer Science · Social Sciences · #Advanced Text Analysis Techniques #Digital Marketing and Social Media #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval (cs.IR)
47. Safe Reinforcement Learning with Dead-Ends Avoidance and Recovery
    2023/06/24 by Xiao Zhang, Hai Zhang, Zhang, Xiao +11 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
48. Nonexistence of Majorana fermions in Kerr-Newman type spacetimes with nontrivial charge
    2024/04/30 by Hequn Zhang, Xiao Zhang, Zhang, Hequn +1 · 2 citations
    Earth and Planetary Sciences · Physics and Astronomy · #Crystallography and Radiation Phenomena #Differential Geometry (math.DG) #FOS: Mathematics #FOS: Physical sciences #General Relativity and Quantum Cosmology (gr-qc) #High Energy Physics - Theory (hep-th) #High-pressure geophysics and materials #Topological Materials and Phenomena
49. Bone Soups: A Seek-and-Soup Model Merging Approach for Controllable Multi-Objective Generation
    2025/02/15 by Guofu Xie, Xie, Guofu, Xiao Zhang +5 · 2 citations
    Computer Science · #Model-Driven Software Engineering Techniques #AI-based Problem Solving and Planning #Advanced Software Engineering Methodologies
50. DREAM: Disentangling Risks to Enhance Safety Alignment in Multimodal Large Language Models
    2025/04/25 by Jianyu Liu, Liu, Jianyu, Ranjie Duan +30 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
51. MAPS: Motivation-Aware Personalized Search via LLM-Driven Consultation Alignment
    2025/03/03 by Weicong Qin, Yi Xu, Qin, Weicong +13 · 2 citations
    Computer Science · #Information Retrieval and Search Behavior #Expert finding and Q&A systems #Recommender Systems and Techniques
52. Residual Connections Harm Generative Representation Learning
    2024/04/16 by Xiao Zhang, Ruoxi Jiang, Zhang, Xiao +7 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning and Data Classification #Text and Document Classification Technologies
53. Impact of crystal symmetries and Weyl nodes on high-harmonic generation in Weyl semimetal TaAs
    2024/05/25 by Xiao Zhang, Jeroen van den Brink, Zhang, Xiao +3 · 1 citation
    Engineering · Physics and Astronomy · #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Optics (physics.optics) #Photorefractive and Nonlinear Optics #Terahertz technology and applications #Topological Materials and Phenomena
54. The Discovery of Cryptic Pockets Increases the Druggability of “Undruggable” Proteins
    2025/07/16 by Mingyue Mou, Weicheng Yang, Guangyi Huang +6 · 2 citations
55. Reconstructing evolutionary history of Chinese walnuts (<i>Juglans</i>)
    2025/02/11 by Meng Dang, Huijuan Zhou, Hang Ye +7 · 1 voice · 1 citation
    Biochemistry, Genetics and Molecular Biology · Nursing · #Plant and Fungal Interactions Research #Nuts composition and effects #Genetic Mapping and Diversity in Plants and Animals
56. Deciphering 'What' and 'Where' Visual Pathways from Spectral Clustering of Layer-Distributed Neural Representations
    2023/12/11 by Xiao Zhang, Zhang, Xiao, David Yunis +3 · 1 citation
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Neural Networks and Applications #Remote-Sensing Image Classification
57. CSCE: Boosting LLM Reasoning by Simultaneous Enhancing of Causal Significance and Consistency
    2024/09/20 by Kangsheng Wang, Xiao Zhang, Wang, Kangsheng +6 · 1 citation
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques
58. The Dirac–Witten operator on pseudo-Riemannian manifolds
    2011/04/01 by Daguang Chen, Oussama Hijazi, Xiao Zhang · 1 voice
    Mathematics · #Advanced Operator Algebra Research #Geometric Analysis and Curvature Flows #Geometry and complex manifolds
59. Predicting OCT-defined vulnerable plaques and MACE using quantitative imaging features of pericoronary adipose tissue from coronary CTA
    2026/07/24 by Bin Zhang, Yuhao Dong, Xiao Zhang +10
    Medicine · #Adipokines, Inflammation, and Metabolic Diseases #Cardiovascular Disease and Adiposity #Cerebrovascular and Carotid Artery Diseases
60. RL-MACRO: A Cybernetic Closed-Loop Intelligence Framework for Multimodal Adaptive Robotic Craniotomy
    2026/07/23 by Xiao Zhang, Jiaxuan Li, Renzhen Le +9
    #cs.RO
61. Human-Inspired Framework for Robotic Craniotomy: Integrating Multimodal Fusion and Adaptive Trajectory Adjustment
    2026/07/23 by Renzhen Le, Xiao Zhang, Di Wu +5 · 1 citation
    #cs.RO
62. Brain-Wide Connectivity of GLP1R Neurons in the Thalamic Reticular Nucleus
    2026/07/23 by Xiao Zhang, Shanghui Zhu, Jiangzhong Lan +3
63. Heralded high-dimensional module-based quantum computation
    2026/07/23 by Xiao Zhang, Wen-Qiang Liu, Hai-Rui Wei
    #quant-ph
64. From Spatial Semantics to Temporal Context: Leveraging Gaze Trajectory for Weakly Supervised Medical Image Segmentation
    2026/07/29 by Shaoxuan Wu, Xiao Zhang, Xiaodi Zhao +3
    Computer Science · #cs.CV
65. KuaiLive-M3: A Multi-Modal, Multi-Domain, and Multi-Feedback Dataset for Live Streaming Recommendation
    2026/07/26 by Ke Guo, Changle Qu, Jiayaqi Cheng +7
    #cs.IR