Xiang Zhang

1. Text Understanding from Scratch
   2015/02/05 by Xiang Zhang, Yann LeCun, Zhang, Xiang +1 · 4 voices · 1 citation
   #cs.LG #cs.CL
2. Character-level Convolutional Networks for Text Classification
   2015/09/04 by Xiang Zhang, Junbo Zhao, Zhang, Xiang +3 · 194 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
3. OverFeat: Integrated Recognition, Localization and Detection using\n Convolutional Networks
   2013/12/21 by Pierre Sermanet, David Eigen, Sermanet, Pierre +9 · 64 citations
   Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
4. GNNGuard: Defending Graph Neural Networks against Adversarial Attacks
   2020/06/15 by Xiang Zhang, Marinka Žitnik, Zhang, Xiang +1 · 16 citations
   Computer Science · Materials Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science
5. Terahertz Magnetic Response from Artificial Materials
   2004/03/04 by Ta‐Jen Yen, T. J. Yen, W. J. Padilla +10 · 32 citations
   Materials Science · Engineering · Physics and Astronomy · #Metamaterials and Metasurfaces Applications #Terahertz technology and applications #Photonic Crystals and Applications
6. Pic2Word: Mapping Pictures to Words for Zero-shot Composed Image Retrieval
   2023/02/06 by Kuniaki Saito, Kihyuk Sohn, Saito, Kuniaki +11 · 17 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
7. Graph-Guided Network for Irregularly Sampled Multivariate Time Series
   2021/10/11 by Xiang Zhang, Zhang, Xiang, Marko Zeman +5 · 11 citations
   Computer Science · Environmental Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Health, Environment, Cognitive Aging #Machine Learning (cs.LG) #Machine Learning in Healthcare #Time Series Analysis and Forecasting
8. Don't Trust ChatGPT when Your Question is not in English: A Study of Multilingual Abilities and Types of LLMs
   2023/05/24 by Xiang Zhang, Senyu Li, Zhang, Xiang +7 · 14 citations
   Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
9. Sparse Diffusion Policy: A Sparse, Reusable, and Flexible Policy for Robot Learning
   2024/07/01 by Yixiao Wang, Yifei Zhang, Wang, Yixiao +19 · 19 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robotics (cs.RO)
10. WiOpen: A Robust Wi-Fi-based Open-set Gesture Recognition Framework
    2024/02/01 by Xiang Zhang, Zhang, Xiang, Huan Yan +10 · 15 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human-Computer Interaction (cs.HC) #Indoor and Outdoor Localization Technologies #Speech and Audio Processing
11. Seal-Tools: Self-Instruct Tool Learning Dataset for Agent Tuning and Detailed Benchmark
    2024/05/14 by Mengsong Wu, Wu, Mengsong, Tong Zhu +9 · 14 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
12. A Survey on Deep Learning-based Non-Invasive Brain Signals:Recent Advances and New Frontiers
    2019/05/10 by Xiang Zhang, Lina Yao, Zhang, Xiang +11 · 1 voice · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #EEG and Brain-Computer Interfaces #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Functional Brain Connectivity Studies #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Neurons and Cognition (q-bio.NC) #Signal Processing (eess.SP) #cs.HC #cs.LG #eess.SP #electronic engineering #information engineering #q-bio.NC
13. Evaluating Prerequisite Qualities for Learning End-to-End Dialog Systems
    2015/11/21 by Jesse Dodge, Andreea Gane, Dodge, Jesse +13 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
14. Efficient Sim-to-real Transfer of Contact-Rich Manipulation Skills with Online Admittance Residual Learning
    2023/10/16 by Xiang Zhang, Changhao Wang, Zhang, Xiang +9 · 8 citations
    Engineering · #FOS: Computer and information sciences #Muscle activation and electromyography studies #Robot Manipulation and Learning #Robotic Locomotion and Control #Robotics (cs.RO)
15. Monolayer Excitonic Laser
    2015/03/18 by Yu Ye, Zi Jing Wong, Ye, Yu +11 · 3 citations
    Engineering · Materials Science · Physics and Astronomy · #2D Materials and Applications #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Perovskite Materials and Applications #Strong Light-Matter Interactions
16. Intent Recognition in Smart Living Through Deep Recurrent Neural Networks
    2017/02/20 by Xiang Zhang, Zhang, Xiang, Lina Yao +7 · 5 citations
    Medicine · Neuroscience · Psychology · #Computers and Society (cs.CY) #ECG Monitoring and Analysis #EEG and Brain-Computer Interfaces #Emotion and Mood Recognition #FOS: Computer and information sciences
17. From AI for Science to Agentic Science: A Survey on Autonomous Scientific Discovery
    2025/08/18 by Jiaqi Wei, Yue-Jin Yang, Yuejin Yang +52 · 3 voices · 18 citations
    Computer Science · Decision Sciences · #Scientific Computing and Data Management #cs.LG
18. Liouvillian integrability of polynomial differential systems
    2013/11/28 by Xiang Zhang, Zhang, Xiang · 2 citations
    Mathematics · Physics and Astronomy · #Advanced Differential Equations and Dynamical Systems #Dynamical Systems (math.DS) #FOS: Mathematics #Nonlinear Waves and Solitons
19. Decoding Time Series with LLMs: A Multi-Agent Framework for Cross-Domain Annotation
    2024/10/22 by Minhua Lin, Lin, Minhua, Zhengzhang Chen +15 · 8 citations
    Computer Science · #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Time Series Analysis and Forecasting
20. Converting Your Thoughts to Texts: Enabling Brain Typing via Deep Feature Learning of EEG Signals
    2017/09/26 by Xiang Zhang, Zhang, Xiang, Lina Yao +9 · 2 citations
    Computer Science · Neuroscience · #Computer Vision and Pattern Recognition (cs.CV) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Gaze Tracking and Assistive Technology #Human-Computer Interaction (cs.HC) #Neuroscience and Neural Engineering
21. Hunyuan-TurboS: Advancing Large Language Models through Mamba-Transformer Synergy and Adaptive Chain-of-Thought
    2025/05/21 by Tencent Hunyuan Team, Ao Liu, Liu, Ao +509 · 1 voice · 12 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Big Data and Digital Economy #Topic Modeling #cs.CL
22. HiT-SR: Hierarchical Transformer for Efficient Image Super-Resolution
    2024/07/08 by Xiang Zhang, Zhang, Xiang, Yulun Zhang +3 · 5 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Image and Signal Denoising Methods
23. Why Prompt Design Matters and Works: A Complexity Analysis of Prompt Search Space in LLMs
    2025/03/13 by Xiang Zhang, Zhang, Xiang, Jiaqi Wei +5 · 10 citations
    Business, Management and Accounting · Computer Science · Engineering · #AI-based Problem Solving and Planning #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scheduling and Optimization Algorithms
24. Hollow CuS microflowers anchored porous carbon composites as lightweight and broadband microwave absorber with flame-retardant and thermal stealth functions
    2021/08/16 by Xiang Zhang, Lei Cai, Zhen Xiang +2 · 9 citations
    Materials Science · #Electromagnetic wave absorption materials #Flame retardant materials and properties
25. Bayesian Diffusion Models for 3D Shape Reconstruction
    2024/03/11 by Haiyang Xu, Lei Yu, Xu, Haiyang +11 · 6 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Image Segmentation Techniques
26. Sharp global regularity for the 2+1-dimensional equivariant Faddeev model
    2013/07/17 by Dan-Andrei Geba, Kenji Nakanishi, Geba, Dan-Andrei +3 · 1 citation
    Mathematics · Physics and Astronomy · #35L70 #81T13 #Advanced Mathematical Physics Problems #Analysis of PDEs (math.AP) #Black Holes and Theoretical Physics #FOS: Mathematics #FOS: Physical sciences #High Energy Physics - Theory (hep-th) #Mathematical Physics (math-ph) #Nonlinear Waves and Solitons
27. Excess body weight: Novel insights into its roles in obesity comorbidities
    2023/03/23 by Xiang Zhang, Suki Ha, Harry Cheuk-Hay Lau +1 · 2 citations
    Medicine · #Adipokines, Inflammation, and Metabolic Diseases #Adipose Tissue and Metabolism #Diet and metabolism studies
28. LEAD: An EEG Foundation Model for Alzheimer's Disease Detection
    2025/02/02 by Yihe Wang, Nan Huang, Wang, Yihe +7 · 4 citations
    Neuroscience · #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Computational Engineering #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #FOS: Electrical engineering #Finance #Machine Learning (cs.LG) #Signal Processing (eess.SP) #and Science (cs.CE) #electronic engineering #information engineering
29. Nuclear Structure Effects on Hyperfine Splittings in Ordinary and Muonic Deuterium
    2023/11/22 by Chen Ji, Ji, Chen, Xiang Zhang +3 · 3 citations
    Physics and Astronomy · #Advanced Chemical Physics Studies #Atomic Physics (physics.atom-ph) #Atomic and Molecular Physics #FOS: Physical sciences #Nuclear Theory (nucl-th) #Nuclear physics research studies
30. FacialPulse: An Efficient RNN-based Depression Detection via Temporal Facial Landmarks
    2024/08/07 by Ruiqi Wang, Wang, Ruiqi, Jinyang Huang +14 · 4 citations
    Psychology · Computer Science · #Emotion and Mood Recognition #Face recognition and analysis #Mental Health via Writing
31. Optimal Communication and Key Rate Region for Hierarchical Secure Aggregation with User Collusion
    2024/10/17 by Xiang Zhang, Kai Wan, Zhang, Xiang +9 · 5 citations
    Computer Science · Engineering · #Cooperative Communication and Network Coding #FOS: Computer and information sciences #Information Theory (cs.IT) #Security in Wireless Sensor Networks #Wireless Communication Security Techniques
32. Unlocking the Power of Deep PICO Extraction: Step-wise Medical NER Identification
    2020/04/30 by Tengteng Zhang, Zhang, Tengteng, Yiqin Yu +9 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
33. MIM: Multi-modal Content Interest Modeling Paradigm for User Behavior Modeling
    2025/02/01 by Bencheng Yan, Yan, Bencheng, Shiyi Chen +26 · 4 citations
    Computer Science · Social Sciences · #Recommender Systems and Techniques #Digital Marketing and Social Media #Web Data Mining and Analysis
34. Prefix Conditioning Unifies Language and Label Supervision
    2022/06/02 by Kuniaki Saito, Kihyuk Sohn, Saito, Kuniaki +11 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
35. OmniControlNet: Dual-stage Integration for Conditional Image Generation
    2024/06/09 by Yilin Wang, Wang, Yilin, Haiyang Xu +11 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
36. Ionic liquid modified COF nanosheet interlayered polyamide membranes for elevated nanofiltration performance
    2022/12/08 by Shuangqiao Han, Wenhui You, Shihao Lv +5 · 3 citations
    Environmental Science · Engineering · #Membrane Separation Technologies #Membrane Separation and Gas Transport #Membrane-based Ion Separation Techniques
37. A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers
    2025/08/28 by Mingjun Hu, Hu, Ming, Chenglong Ma +214 · 9 citations
    Computer Science · Materials Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Topic Modeling
38. Learning Generalizable Pivoting Skills
    2023/05/04 by Xiang Zhang, Siddarth Jain, Zhang, Xiang +7 · 2 citations
    Engineering · Computer Science · #Robot Manipulation and Learning #Robotic Mechanisms and Dynamics #Reinforcement Learning in Robotics
39. Multimodal Channel-Mixing: Channel and Spatial Masked AutoEncoder on Facial Action Unit Detection
    2022/09/25 by Xiang Zhang, Zhang, Xiang, Huiyuan Yang +7 · 1 citation
    Psychology · Computer Science · #Emotion and Mood Recognition #Speech and Audio Processing #Anomaly Detection Techniques and Applications
40. Are You Using Reliable Graph Prompts? Trojan Prompt Attacks on Graph Neural Networks
    2024/10/17 by Minhua Lin, Lin, Minhua, Zhiwei Zhang +11 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
41. Simultaneous Quantification of Nucleosides and Nucleotides from Biological Samples
    2019/03/07 by Liqing He, Xiaoli Wei, Xipeng Ma +6 · 1 citation
    Biochemistry, Genetics and Molecular Biology · #Advanced biosensing and bioanalysis techniques #RNA and protein synthesis mechanisms #RNA modifications and cancer
42. Recovering Continuous Scene Dynamics from A Single Blurry Image with Events
    2023/04/05 by Zhangyi Cheng, Xiang Zhang, Cheng, Zhangyi +9 · 1 citation
    Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Image Processing Techniques and Applications
43. FormNetV2: Multimodal Graph Contrastive Learning for Form Document Information Extraction
    2023/05/04 by Chen-Yu Lee, Lee, Chen-Yu, Chunliang Li +29 · 1 citation
    Computer Science · #Handwritten Text Recognition Techniques #Multimodal Machine Learning Applications #Topic Modeling
44. On the Opportunities of Green Computing: A Survey
    2023/11/01 by Y. Zhou, Xiujing Lin, Zhou, You +78 · 1 citation
    Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Green IT and Sustainability #Smart Cities and Technologies
45. Multi-modality Sensor Data Classification with Selective Attention
    2018/04/16 by Xiang Zhang, Zhang, Xiang, Lina Yao +11 · 1 citation
    Computer Science · #Context-Aware Activity Recognition Systems #Human Pose and Action Recognition #Recommender Systems and Techniques
46. Distribution pattern of cetaceans in the northern South China Sea based on visual surveys and environmental DNA metabarcoding
    2025/05/31 by Shengming Deng, Xiang Zhang, Min Liu +13 · 1 voice · 1 citation
    Environmental Science · Biochemistry, Genetics and Molecular Biology · #Environmental DNA in Biodiversity Studies #Identification and Quantification in Food #Marine animal studies overview
47. Fundamental Limits of Hierarchical Secure Aggregation with Cyclic User Association
    2025/03/06 by Xiang Zhang, Zhang, Xiang, Li Zhou +9 · 5 citations
    Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Wireless Communication Security Techniques #Stochastic Gradient Optimization Techniques
48. Super-Resolving Blurry Images with Events
    2024/05/11 by Chi Zhang, Zhang, Chi, Mingyuan Lin +7 · 1 citation
    Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Image and Signal Denoising Methods
49. Internet of Things Meets Brain-Computer Interface: A Unified Deep Learning Framework for Enabling Human-Thing Cognitive Interactivity
    2018/05/01 by Xiang Zhang, Lina Yao, Zhang, Xiang +9 · 1 citation
    Engineering · Neuroscience · #Advanced Memory and Neural Computing #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Neural dynamics and brain function
50. Observation of vortex-string chiral modes in metamaterials
    2023/05/24 by Jingwen Ma, Ding Jia, Ma, Jingwen +17 · 1 citation
    Materials Science · Physics and Astronomy · #Applied Physics (physics.app-ph) #FOS: Physical sciences #Metamaterials and Metasurfaces Applications #No #Physics of Superconductivity and Magnetism #Topological Materials and Phenomena
51. Transtreaming: Adaptive Delay-aware Transformer for Real-time Streaming Perception
    2024/09/10 by Xiang Zhang, Zhang, Xiang, Yufei Cui +11 · 1 citation
    Computer Science · Engineering · #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #Network Time Synchronization Technologies
52. Temporal-Enhanced Multimodal Transformer for Referring Multi-Object Tracking and Segmentation
    2024/10/17 by Changcheng Xiao, Qiong Cao, Xiao, Changcheng +11 · 1 citation
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Automated Systems #Speech and dialogue systems #Target Tracking and Data Fusion in Sensor Networks
53. Planet as a Brain: Towards Internet of AgentSites based on AIOS Server
    2025/04/19 by Xiang Zhang, Zhang, Xiang, Yongfeng Zhang +1 · 2 citations
    Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Modular Robots and Swarm Intelligence #Networking and Internet Architecture (cs.NI) #Robotics and Automated Systems
54. Repurposing haemoproteins for asymmetric metal-catalysed H atom transfer
    2025/07/30 by Xiang Zhang, Dongping Chen, María Álvarez +1 · 1 voice · 4 citations
    Chemistry · Biochemistry, Genetics and Molecular Biology · #Synthesis and Catalytic Reactions #Adenosine and Purinergic Signaling #Metal-Catalyzed Oxygenation Mechanisms
55. ANCoEF: Asynchronous Neuromorphic Algorithm/Hardware Co-Exploration Framework with a Fully Asynchronous Simulator
    2024/11/09 by Jian Zhang, Zhang, Jian, Xiang Zhang +6 · 1 citation
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Neural Networks and Applications
56. Pharmacological treatment for metabolic dysfunction–associated steatotic liver disease and related disorders: Current and emerging therapeutic options
    2025/01/07 by Xiang Zhang, Harry Cheuk-Hay Lau, Jun Yu · 1 citation
    Medicine · #Liver Disease Diagnosis and Treatment #Diet, Metabolism, and Disease #Diet and metabolism studies
57. Supervised Chain of Thought
    2024/10/18 by Xiang Zhang, Zhang, Xiang, Dujian Ding +1 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
58. Stealing Training Graphs from Graph Neural Networks
    2024/11/17 by Minhua Lin, Enyan Dai, Lin, Minhua +9 · 1 citation
    Computer Science · #Advanced Graph Neural Networks
59. Takin-VC: Expressive Zero-Shot Voice Conversion via Adaptive Hybrid Content Encoding and Enhanced Timbre Modeling
    2024/10/02 by Yuguang Yang, Yu Pan, Yang, Yuguang +15 · 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 #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
60. What Causes Performance Degradation in Cross-Subject EEG Classification?
    2024/10/04 by Yihe Wang, Wang, Yihe, Taida Li +9 · 1 citation
    Computer Science · #Time Series Analysis and Forecasting
61. Fate of dynamical quantum phase transitions from sudden quench to slow quench limit
    2026/07/17 by Xiang Zhang, Fuxiang Li · 1 citation
    #quant-ph #cond-mat.stat-mech
62. Boundary-Phase Control of Sequentially Addressed Trapped-Ion ZZ Interactions
    2026/07/17 by Chun-Yang Luan, Haiyu Ding, Cheng-Kang Pan +8
    #quant-ph
63. Geometry-Resolved Projection of RF Imbalance to Ion Micromotion in a Same-Phase Dual-RF Blade Trap
    2026/07/20 by Chun-Yang Luan, Haiyu Ding, Cheng-Kang Pan +8
    #quant-ph