Xiao Yang
- LIMO: Less is More for Reasoning
2025/02/05 by Y. M. Ye, Yixin Ye, Zhen Huang +11 · 28 voices · 134 citations
Computer Science · Decision Sciences · #Modeling and Simulation Systems #Simulation Techniques and Applications
- Common Diffusion Noise Schedules and Sample Steps are Flawed
2023/05/15 by Shanchuan Lin, Bingchen Liu, Lin, Shanchuan +5 · 3 voices · 26 citations
Computer Science · Medicine · #Advanced Neuroimaging Techniques and Applications #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods #cs.CV
- MVDream: Multi-view Diffusion for 3D Generation
2023/08/31 by Yichun Shi, Shi, Yichun, Peng Wang +8 · 114 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Computer Graphics and Visualization Techniques #Image Retrieval and Classification Techniques
- DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR
2022/01/28 by Shilong Liu, Feng Li, Liu, Shilong +13 · 51 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- On Evaluating Adversarial Robustness of Large Vision-Language Models
2023/05/26 by Yunqing Zhao, Zhao, Yunqing, Tianyu Pang +11 · 48 citations
Computer Science · #Adversarial Robustness in Machine Learning
- SDXL-Lightning: Progressive Adversarial Diffusion Distillation
2024/02/21 by Shanchuan Lin, Lin, Shanchuan, Anran Wang +3 · 49 citations
Biochemistry, Genetics and Molecular Biology · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Spectroscopy Techniques in Biomedical and Chemical Research
- Genomic surveillance elucidates Ebola virus origin and transmission during the 2014 outbreak
2014/08/29 by Stephen K. Gire, Stephen Gire, Augustine Goba +69 · 35 citations
Medicine · #Viral Infections and Outbreaks Research #Viral Infections and Vectors #Zoonotic diseases and public health
- Training Foundation Models on a Full-Stack AMD Platform: Compute, Networking, and System Design
2025/11/21 by Quentin Anthony, Anthony, Quentin, Yury Tokpanov +39 · 3 voices · 1 citation
#cs.CL #cs.AI #cs.DC
- Qlib: An AI-oriented Quantitative Investment Platform
2020/09/22 by Xiao Yang, Yang, Xiao, Weiqing Liu +7 · 17 citations
Decision Sciences · Economics, Econometrics and Finance · #Complex Systems and Time Series Analysis #FOS: Computer and information sciences #FOS: Economics and business #General Finance (q-fin.GN) #Machine Learning (cs.LG) #Portfolio Management (q-fin.PM) #Scientific Computing and Data Management #Stock Market Forecasting Methods
- How Robust is Google's Bard to Adversarial Image Attacks?
2023/09/21 by Yinpeng Dong, Dong, Yinpeng, Huanran Chen +15 · 20 citations
Computer Science · #Adversarial Robustness in Machine Learning
- Partial FC: Training 10 Million Identities on a Single Machine
2020/10/11 by Xiang An, An, Xiang, Xuhan Zhu +15 · 11 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis #Parallel #and Cluster Computing (cs.DC)
- SAI3D: Segment Any Instance in 3D Scenes
2023/12/17 by Yingda Yin, Yin, Yingda, Yuzheng Liu +9 · 19 citations
Earth and Planetary Sciences · Computer Science · Engineering · #3D Surveying and Cultural Heritage #Image Processing and 3D Reconstruction #3D Shape Modeling and Analysis
- Quicksilver: Fast Predictive Image Registration - a Deep Learning Approach
2017/03/31 by Xiao Yang, Yang, Xiao, Roland Kwitt +5 · 9 citations
Computer Science · Engineering · #Medical Image Segmentation Techniques #Advanced Neural Network Applications #Robotics and Sensor-Based Localization
- A Comprehensive Study on Robustness of Image Classification Models: Benchmarking and Rethinking
2023/02/28 by Chang Liu, Liu, Chang, Yinpeng Dong +17 · 13 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis
- Benchmarking Robustness of 3D Object Detection to Common Corruptions in Autonomous Driving
2023/03/20 by Yinpeng Dong, Dong, Yinpeng, Caixin Kang +15 · 13 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning
- GuardT2I: Defending Text-to-Image Models from Adversarial Prompts
2024/03/03 by Yang Yi-jun, Ruiyuan Gao, Yang, Yijun +7 · 17 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- A Recipe for Watermarking Diffusion Models
2023/03/17 by Yunqing Zhao, Tianyu Pang, Zhao, Yunqing +9 · 12 citations
Computer Science · #Advanced Steganography and Watermarking Techniques #Chaos-based Image/Signal Encryption #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
- Evil Geniuses: Delving into the Safety of LLM-based Agents
2023/11/20 by Yu Tian, Tian, Yu, Xiao Yang +7 · 13 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Text Readability and Simplification #Topic Modeling
- STAIR: Improving Safety Alignment with Introspective Reasoning
2025/02/04 by Yichi Zhang, Siyuan Zhang, Zhang, Yichi +14 · 28 citations
Computer Science · Decision Sciences · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Risk and Safety Analysis #Safety Systems Engineering in Autonomy #Software Reliability and Analysis Research
- Sensitive and specific multi-cancer detection and localization using methylation signatures in cell-free DNA
2020/03/30 by M.C. Liu, G.R. Oxnard, E.A. Klein +187 · 8 citations
Biochemistry, Genetics and Molecular Biology · Medicine · #Cancer Cells and Metastasis #Cancer Genomics and Diagnostics #Epigenetics and DNA Methylation
- MultiTrust: A Comprehensive Benchmark Towards Trustworthy Multimodal Large Language Models
2024/06/11 by Yichi Zhang, Zhang, Yichi, Yao Huang +23 · 16 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) #Topic Modeling
- Bag of Tricks for Adversarial Training
2020/10/01 by Tianyu Pang, Pang, Tianyu, Xiao Yang +7 · 6 citations
Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cardiac Arrest and Resuscitation #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Robustness and Accuracy Could Be Reconcilable by (Proper) Definition
2022/02/21 by Tianyu Pang, Min Lin, Pang, Tianyu +7 · 7 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Fault Detection and Control Systems
- RGBD1K: A Large-scale Dataset and Benchmark for RGB-D Object Tracking
2022/08/21 by Xuefeng Zhu, Tianyang Xu, Zhu, Xue-Feng +13 · 8 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods #Visual Attention and Saliency Detection
- LIMI: Less is More for Agency
2025/09/22 by Yang Xiao, Xiao Yang, Xiao, Yang +40 · 7 voices · 6 citations
Computer Science · #Library Science and Information Systems #cs.AI
- Diffusion Model with Perceptual Loss
2023/12/30 by Shanchuan Lin, Yang Xiao, Lin, Shanchuan +2 · 1 voice · 3 citations
Physics and Astronomy · Computer Science · #Model Reduction and Neural Networks #Generative Adversarial Networks and Image Synthesis #Neural Networks and Applications
- How to Enable LLM with 3D Capacity? A Survey of Spatial Reasoning in LLM
2025/04/08 by Jirong Zha, Yuxuan Fan, Zha, Jirong +7 · 18 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robotics and Sensor-Based Localization
- Your Diffusion Model is Secretly a Certifiably Robust Classifier
2024/02/04 by Huanran Chen, Chen, Huanran, Yinpeng Dong +11 · 8 citations
Computer Science · #Neural Networks and Applications
- Poly(N-isopropylacrylamide)-based smart hydrogels: Design, properties and applications
2020/06/04 by Lin Tang, Ling Wang, Xiao Yang +4 · 5 citations
Biochemistry, Genetics and Molecular Biology · Engineering · #Advanced Materials and Mechanics #Advanced Sensor and Energy Harvesting Materials #Hydrogels: synthesis, properties, applications
- Scale-MIA: A Scalable Model Inversion Attack against Secure Federated Learning via Latent Space Reconstruction
2023/11/10 by Shanghao Shi, Shi, Shanghao, Ning Wang +11 · 7 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Geophysical Methods and Applications #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Templates for 3D Object Pose Estimation Revisited: Generalization to New Objects and Robustness to Occlusions
2022/03/31 by Van Nguyen Nguyen, Nguyen, Van Nguyen, Yinlin Hu +7 · 4 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Robotics and Sensor-Based Localization
- AiAds: Automated and Intelligent Advertising System for Sponsored Search
2019/07/28 by Xiao Yang, Yang, Xiao, Daren Sun +15 · 3 citations
Business, Management and Accounting · Computer Science · #Computer Science and Game Theory (cs.GT) #Consumer Market Behavior and Pricing #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques #Web Data Mining and Analysis
- MoMA: Multimodal LLM Adapter for Fast Personalized Image Generation
2024/04/08 by Kunpeng Song, Song, Kunpeng, Yizhe Zhu +9 · 6 citations
Computer Science · #Advanced Data Compression Techniques #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
- Exploring Memorization in Adversarial Training
2021/06/03 by Yinpeng Dong, Ke Xu, Dong, Yinpeng +11 · 4 citations
Computer Science · Physics and Astronomy · #Adversarial Robustness in Machine Learning #Model Reduction and Neural Networks #Machine Learning and Data Classification
- SemanticStyleGAN: Learning Compositional Generative Priors for Controllable Image Synthesis and Editing
2021/12/03 by Yichun Shi, Shi, Yichun, Xiao Yang +5 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
- Benchmarking Adversarial Robustness
2019/12/26 by Yinpeng Dong, Dong, Yinpeng, Qian Fu +11 · 4 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Adversarial Robustness in Machine Learning #Bacillus and Francisella bacterial research #Anomaly Detection Techniques and Applications
- National-scale remotely sensed lake trophic state from 1984 through 2020
2024/01/16 by Michael F. Meyer, Simon Topp, Tyler V. King +17 · 1 voice · 3 citations
Earth and Planetary Sciences · Environmental Science · #Marine and coastal ecosystems #Fish Ecology and Management Studies #Aquatic Ecosystems and Phytoplankton Dynamics
- BSPA: Exploring Black-box Stealthy Prompt Attacks against Image Generators
2024/02/23 by Yu Tian, Xiao Yang, Tian, Yu +9 · 4 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Adversarial Robustness in Machine Learning #Digital Media Forensic Detection #Cell Image Analysis Techniques
- BPQP: A Differentiable Convex Optimization Framework for Efficient End-to-End Learning
2024/11/28 by Jianming Pan, Zeqi Ye, Pan, Jianming +11 · 5 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification #Portfolio Management (q-fin.PM)
- Black-box Detection of Backdoor Attacks with Limited Information and\n Data
2021/03/24 by Yinpeng Dong, Xiao Yang, Dong, Yinpeng +11 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- LiBRe: A Practical Bayesian Approach to Adversarial Detection
2021/03/27 by Zhijie Deng, Deng, Zhijie, Xiao Yang +7 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Forensic and Genetic Research #Machine Learning (cs.LG)
- The Surface Water and Ocean Topography Mission (SWOT) Prior Lake Database (PLD): Lake Mask and Operational Auxiliaries
2025/03/01 by Jida Wang, Claire Pottier, Cécile Cazals +18 · 1 voice · 4 citations
Environmental Science · #Flood Risk Assessment and Management #Hydrology and Watershed Management Studies #Remote Sensing and LiDAR Applications
- Graph Neural Backdoor: Fundamentals, Methodologies, Applications, and Future Directions
2024/06/15 by Xiao Yang, Yang, Xiao, Gaolei Li +3 · 3 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Neural Networks and Applications
- GUARDIAN: Safeguarding LLM Multi-Agent Collaborations with Temporal Graph Modeling
2025/05/25 by Jialong Zhou, Zhou, Jialong, Lichao Wang +3 · 7 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Mining Algorithms and Applications #Data Quality and Management #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Semantic Web and Ontologies
- Text Extraction and Retrieval from Smartphone Screenshots: Building a Repository for Life in Media
2018/01/04 by Agnese Chiatti, Chiatti, Agnese, Mu-Jung Cho +17 · 1 citation
Computer Science · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #Digital Libraries (cs.DL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimedia (cs.MM) #Multimedia Communication and Technology #Video Analysis and Summarization #Web Data Mining and Analysis
- MLA-Trust: Benchmarking Trustworthiness of Multimodal LLM Agents in GUI Environments
2025/06/02 by Xiao Yang, Yang, Xiao, J.X. Chen +11 · 8 citations
Computer Science · Social Sciences · #Access Control and Trust #Artificial Intelligence (cs.AI) #Cloud Data Security Solutions #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
- Accumulative Poisoning Attacks on Real-time Data
2021/06/18 by Tianyu Pang, Xiao Yang, Pang, Tianyu +7 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- R&D-Agent: An LLM-Agent Framework Towards Autonomous Data Science
2025/05/20 by Yang, Xu, Xiao Yang, Shikai Fang +27 · 3 citations
Business, Management and Accounting · Computer Science · #Big Data and Business Intelligence #Data Mining Algorithms and Applications
- Novel insights into the adsorption of organic contaminants by biochar: A review
2021/09/01 by Zirui Luo, Bin Yao, Xiao Yang +7 · 1 citation
Environmental Science · #Adsorption and biosorption for pollutant removal #Heavy metals in environment #Pharmaceutical and Antibiotic Environmental Impacts
- Dark Experience for Incremental Keyword Spotting
2024/09/12 by Peng, Tianyi, Xiao Yang, Xiao, Yang · 3 citations
Computer Science · #Advanced Text Analysis Techniques #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #electronic engineering #information engineering
- DataLab: A Platform for Data Analysis and Intervention
2022/02/25 by Xiao Yang, Xiao, Yang, Jinlan Fu +13 · 1 citation
Computer Science · #Machine Learning and Data Classification #Data Stream Mining Techniques #Machine Learning in Healthcare
- Built-in electric field and strain tunable valley-related multiple topological phase transitions in VSiXN4 (X= C, Si, Ge, Sn, Pb) monolayers
2023/05/23 by Ping Li, Xiao Yang, Li, Ping +6 · 1 citation
Materials Science · #Electronic and Structural Properties of Oxides #Graphene research and applications #Diamond and Carbon-based Materials Research
- PAniC-3D: Stylized Single-view 3D Reconstruction from Portraits of Anime Characters
2023/03/25 by Shuhong Chen, Chen, Shuhong, Kevin Zhang +17 · 1 citation
Computer Science · Earth and Planetary Sciences · #3D Surveying and Cultural Heritage #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Rainbow Keywords: Efficient Incremental Learning for Online Spoken Keyword Spotting
2022/03/30 by Xiao Yang, Xiao, Yang, Nana Hou +3 · 1 citation
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
- Are Large Language Models a Good Replacement of Taxonomies?
2024/06/17 by Yushi Sun, Xin Hao, Sun, Yushi +13 · 2 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- CrossGLG: LLM Guides One-shot Skeleton-based 3D Action Recognition in a Cross-level Manner
2024/03/15 by Tingbing Yan, Wenzheng Zeng, Yan, Tingbing +13 · 1 citation
Computer Science · Engineering · #Human Pose and Action Recognition #Anomaly Detection Techniques and Applications #Gait Recognition and Analysis
- Macrophage-Derived Cathepsin S Remodels the Extracellular Matrix to Promote Liver Fibrogenesis
2023/05/31 by Tao Zuo, Qi Xie, Jinfang Liu +32 · 25 citations
Medicine · Biochemistry, Genetics and Molecular Biology · #Liver physiology and pathology #Connective Tissue Growth Factor Research #Proteoglycans and glycosaminoglycans research
- RawTFNet: A Lightweight CNN Architecture for Speech Anti-spoofing
2025/07/11 by Xiao Yang, Ting Dang, Xiao, Yang +3 · 2 citations
Computer Science · Medicine · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #Voice and Speech Disorders #electronic engineering #information engineering
- Efficient Black-box Adversarial Attacks via Bayesian Optimization Guided by a Function Prior
2024/05/29 by Shuyu Cheng, Yibo Miao, Cheng, Shuyu +9 · 1 citation
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Fault Detection and Control Systems #Anomaly Detection Techniques and Applications
- Tissue-like Neural Probes for Understanding and Modulating the Brain
2018/03/12 by Guosong Hong, Robert D. Viveros, Theodore J. Zwang +2 · 17 citations
Neuroscience · Materials Science · #Neuroscience and Neural Engineering #Photoreceptor and optogenetics research #Conducting polymers and applications
- KERAG: Knowledge-Enhanced Retrieval-Augmented Generation for Advanced Question Answering
2025/09/05 by Yushi Sun, Sun, Yushi, Kai Sun +11 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
- A Generalizable Anomaly Detection Method in Dynamic Graphs
2024/12/21 by Xiao Yang, Xuejiao Zhao, Yang, Xiao +3 · 1 citation
Computer Science · Engineering · Physics and Astronomy · #Artificial Immune Systems Applications #Artificial Intelligence (cs.AI) #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
- What can we learn from 100,000 freshwater forecasts? A synthesis from the <scp>NEON</scp> Ecological Forecasting Challenge
2025/01/01 by Freya Olsson, Cayelan C. Carey, Carl Boettiger +10 · 1 voice · 1 citation
Environmental Science · Engineering · #Hydrological Forecasting Using AI #Hydrology and Watershed Management Studies #Water resources management and optimization
- Integrated Metabolomics and Selection Signal Analysis Provide Insights Into the Selection for Flavonol Biosynthesis Associated With Lettuce Quality Improvement
2026/07/13 by Xiao Yang, Shiwei Wei, Ge Jin +15 · 1 voice
Biochemistry, Genetics and Molecular Biology · Agricultural and Biological Sciences · #Plant Gene Expression Analysis #Postharvest Quality and Shelf Life Management #Plant Molecular Biology Research
- DecoEvo: Score-Decoupled Co-Evolution of Solver and Rubric-Generator Skills in Text Space
2026/07/28 by Jiangwang Chen, Zixin Song, Junlin Liu +10
#cs.AI