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Shuai Zhang

  1. Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting
    2020/12/14 by Haoyi Zhou, Shanghang Zhang, Zhou, Haoyi +11 · 341 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Music and Audio Processing #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
  2. Quaternion Knowledge Graph Embeddings
    2019/04/23 by Shuai Zhang, Zhang, Shuai, Yi Tay +5 · 2 voices · 14 citations
    Computer Science · #Advanced Graph Neural Networks #Cognitive Computing and Networks #Graph Theory and Algorithms #cs.CL #cs.LG #stat.ML
  3. Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting
    2021/05/18 by Haoyi Zhou, Shanghang Zhang, Jieqi Peng +4 · 241 citations
    Computer Science · Decision Sciences · Engineering · #Energy Load and Power Forecasting #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
  4. Understanding Straight-Through Estimator in Training Activation Quantized Neural Nets
    2019/03/13 by Penghang Yin, Yin, Penghang, Jiancheng Lyu +9 · 38 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Machine Learning and ELM
  5. ADD 2022: the First Audio Deep Synthesis Detection Challenge
    2022/02/17 by Jiangyan Yi, Ruibo Fu, Yi, Jiangyan +36 · 23 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
  6. A Tensorized Transformer for Language Modeling
    2019/06/24 by Xindian Ma, Ma, Xindian, Peng Zhang +11 · 4 citations
    Computer Science · Mathematics · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech Recognition and Synthesis #Tensor decomposition and applications #Topic Modeling
  7. Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary Visual Recognition
    2023/04/10 by Shuhuai Ren, Aston Zhang, Ren, Shuhuai +13 · 6 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  8. Divergence-aware Federated Self-Supervised Learning
    2022/04/09 by Weiming Zhuang, Zhuang, Weiming, Yonggang Wen +3 · 5 citations
    Computer Science · #Advanced Technologies in Various Fields #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
  9. Co-design Hardware and Algorithm for Vector Search
    2023/06/19 by Wenqi Jiang, Jiang, Wenqi, Shigang Li +19 · 6 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Algorithms and Data Compression #Databases (cs.DB) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Web Data Mining and Analysis
  10. Western North Pacific Tropical Cyclone Database Created by the China Meteorological Administration
    2021/01/05 by Xiaoqin Lu, Hui Yu, Ming Ying +5 · 1 voice · 3 citations
    Earth and Planetary Sciences · Environmental Science · #Climate variability and models #Ocean Waves and Remote Sensing #Tropical and Extratropical Cyclones Research
  11. Blended Coarse Gradient Descent for Full Quantization of Deep Neural Networks
    2018/08/15 by Penghang Yin, Yin, Penghang, Shuai Zhang +9 · 4 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 #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  12. Efficient Nitrogen Fixation to Ammonia through Integration of Plasma Oxidation with Electrocatalytic Reduction
    2021/04/15 by Laiquan Li, Cheng Tang, Xiaoyang Cui +7 · 5 citations
    Chemical Engineering · Energy · Materials Science · #Ammonia Synthesis and Nitrogen Reduction #Advanced Photocatalysis Techniques #Hydrogen Storage and Materials
  13. Detection of Cross-Dataset Fake Audio Based on Prosodic and Pronunciation Features
    2023/05/23 by Chenglong Wang, Jiangyan Yi, Wang, Chenglong +9 · 4 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
  14. Latent Jailbreak: A Benchmark for Evaluating Text Safety and Output Robustness of Large Language Models
    2023/07/17 by Huachuan Qiu, Qiu, Huachuan, Shuai Zhang +7 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  15. Trained Rank Pruning for Efficient Deep Neural Networks
    2018/12/06 by Yuhui Xu, Xu, Yuhui, Yuxi Li +15 · 2 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Speech and Audio Processing #Video Analysis and Summarization
  16. TRP: Trained Rank Pruning for Efficient Deep Neural Networks
    2020/04/30 by Yuhui Xu, Xu, Yuhui, Yuxi Li +15 · 2 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics and Sensor-Based Localization #Sparse and Compressive Sensing Techniques
  17. Beyond Examples: High-level Automated Reasoning Paradigm in In-Context Learning via MCTS
    2024/11/27 by Jinyang Wu, Mingkuan Feng, Wu, Jinyang +9 · 6 citations
    Computer Science · #AI-based Problem Solving and Planning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Semantic Web and Ontologies
  18. When is Task Vector Provably Effective for Model Editing? A Generalization Analysis of Nonlinear Transformers
    2025/04/15 by Hongkang Li, Li, Hongkang, Yihua Zhang +9 · 10 citations
    Computer Science · Physics and Astronomy · #Topic Modeling #Domain Adaptation and Few-Shot Learning #Model Reduction and Neural Networks
  19. Gaussian Pancakes: Geometrically-Regularized 3D Gaussian Splatting for Realistic Endoscopic Reconstruction
    2024/04/09 by Sierra Bonilla, Bonilla, Sierra, Shuai Zhang +9 · 4 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
  20. Fast End-to-End Speech Recognition via Non-Autoregressive Models and Cross-Modal Knowledge Transferring from BERT
    2021/02/15 by Ye Bai, Jiangyan Yi, Bai, Ye +9 · 2 citations
    Computer Science · #Speech Recognition and Synthesis #Music and Audio Processing #Natural Language Processing Techniques
  21. FSR: Accelerating the Inference Process of Transducer-Based Models by Applying Fast-Skip Regularization
    2021/04/07 by Zhengkun Tian, Tian, Zhengkun, Jiangyan Yi +9 · 2 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  22. Locate and Label: A Two-stage Identifier for Nested Named Entity Recognition
    2021/05/14 by Yongliang Shen, Shen, Yongliang, Xinyin Ma +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  23. Dynamic 2D Gaussians: Geometrically Accurate Radiance Fields for Dynamic Objects
    2024/09/21 by Shuai Zhang, Zhang, Shuai, Guanjun Wu +8 · 4 citations
    Engineering · Computer Science · #Infrared Target Detection Methodologies #Calibration and Measurement Techniques #Computer Graphics and Visualization Techniques
  24. A Survey of Foundation Model-Powered Recommender Systems: From Feature-Based, Generative to Agentic Paradigms
    2025/04/23 by Chengkai Huang, Huang, Chengkai, Hongtao Huang +15 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
  25. Spike-Triggered Non-Autoregressive Transformer for End-to-End Speech Recognition
    2020/05/16 by Zhengkun Tian, Jiangyan Yi, Tian, Zhengkun +9 · 2 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #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
  26. Simple and Fast Polarization Tracking algorithm for Continuous-Variable Quantum Key Distribution System Using Orthogonal Pilot Tone
    2023/03/21 by Yan Pan, Pan, Yan, Heng Wang +15 · 2 citations
    Engineering · Computer Science · #Optical Network Technologies #Quantum Information and Cryptography #Photonic and Optical Devices
  27. Pandora's Box or Aladdin's Lamp: A Comprehensive Analysis Revealing the Role of RAG Noise in Large Language Models
    2024/08/24 by Jinyang Wu, Shuai Zhang, Wu, Jinyang +9 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  28. Minimization of Transformed L1 Penalty: Closed Form Representation and Iterative Thresholding Algorithms
    2014/12/17 by Shuai Zhang, Zhang, Shuai, Jack Xin +1 · 1 citation
    Engineering · #Sparse and Compressive Sensing Techniques #Electrical and Bioimpedance Tomography #Microwave Imaging and Scattering Analysis
  29. TemplateRL: Structured Template-Guided Reinforcement Learning for LLM Reasoning
    2025/05/21 by Jinyang Wu, Chan-Yu Liao, Wu, Jinyang +13 · 9 citations
    Decision Sciences · #Complex Systems and Decision Making #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  30. Three-Dimensional Anisotropic Magnetoresistance in the Dirac Node-Line Material ZrSiSe
    2017/08/09 by Haiyang Pan, Bingbing Tong, Pan, Haiyang +19 · 1 citation
    Materials Science · Physics and Astronomy · #2D Materials and Applications #FOS: Physical sciences #Graphene research and applications #Materials Science (cond-mat.mtrl-sci) #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Topological Materials and Phenomena
  31. Quaternion Collaborative Filtering for Recommendation
    2019/06/06 by Shuai Zhang, Lina Yao, Zhang, Shuai +7 · 1 citation
    Computer Science · #Advanced Data Compression Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Music and Audio Processing #Recommender Systems and Techniques
  32. Disentangled Counterfactual Learning for Physical Audiovisual Commonsense Reasoning
    2023/10/30 by Changsheng Lv, Shuai Zhang, Lv, Changsheng +7 · 3 citations
    Computer Science · #Music and Audio Processing #Video Analysis and Summarization
  33. Integrating Knowledge into End-to-End Speech Recognition from External Text-Only Data
    2019/12/04 by Ye Bai, Bai, Ye, Jiangyan Yi +9 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
  34. Foundation Models for Recommender Systems: A Survey and New Perspectives
    2024/02/17 by Chengkai Huang, Huang, Chengkai, Tong Yu +9 · 3 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
  35. Listen Attentively, and Spell Once: Whole Sentence Generation via a Non-Autoregressive Architecture for Low-Latency Speech Recognition
    2020/05/11 by Ye Bai, Jiangyan Yi, Bai, Ye +9 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
  36. Absorption dominated high-performance electromagnetic interference shielding epoxy/functionalized reduced graphene oxide/Ni-chains microcellular foam with asymmetric conductive structure
    2022/05/01 by Qiang Gao, Guangcheng Zhang, Yu Zhang +7 · 1 citation
  37. Reducing language context confusion for end-to-end code-switching automatic speech recognition
    2022/01/28 by Shuai Zhang, Jiangyan Yi, Zhang, Shuai +9 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Text Readability and Simplification #electronic engineering #information engineering
  38. Modelling graph dynamics in fraud detection with "Attention"
    2022/04/22 by Susie Xi Rao, Rao, Susie Xi, Clémence Lanfranchi +17 · 1 citation
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Sentiment Analysis and Opinion Mining
  39. TOGS: Gaussian Splatting with Temporal Opacity Offset for Real-Time 4D DSA Rendering
    2024/03/28 by Shuai Zhang, Huangxuan Zhao, Zhang, Shuai +11 · 2 citations
    Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Video Coding and Compression Technologies
  40. Experimental study of underwater explosions below a free surface: bubble dynamics and pressure wave emission
    2023/06/26 by Mingkang Li, Li, Ming-Kang, Shiping Wang +5 · 1 citation
    Materials Science · #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Ultrasound and Cavitation Phenomena
  41. Quality and Quantity: Unveiling a Million High-Quality Images for Text-to-Image Synthesis in Fashion Design
    2023/11/19 by Jia Yu, Yu, Jia, Lichao Zhang +17 · 1 citation
    Arts and Humanities · Computer Science · Physics and Astronomy · #Fashion and Cultural Textiles #Generative Adversarial Networks and Image Synthesis #Color Science and Applications
  42. MAS: Towards Resource-Efficient Federated Multiple-Task Learning
    2023/07/21 by Weiming Zhuang, Yonggang Wen, Zhuang, Weiming +5 · 1 citation
    Computer Science · #Age of Information Optimization #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
  43. Optimizing rgb-d semantic segmentation through multi-modal interaction and pooling attention
    2023/11/19 by Shuai Zhang, Minghong Xie, Zhang, Shuai +1 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Visual Attention and Saliency Detection #Video Surveillance and Tracking Methods
  44. Mixture-of-Experts for Distributed Edge Computing with Channel-Aware Gating Function
    2025/04/01 by Qun Song, Shusen Jing, Song, Qiuchen +7 · 3 citations
    Computer Science · Engineering · #IoT and Edge/Fog Computing #Mobile Crowdsensing and Crowdsourcing #IoT Networks and Protocols
  45. Understanding the Therapeutic Relationship between Counselors and Clients in Online Text-based Counseling using LLMs
    2024/02/19 by Anqi Li, Yu Lu, Li, Anqi +9 · 1 citation
    Business, Management and Accounting · Health Professions · Social Sciences · #Artificial Intelligence in Law #Business Process Modeling and Analysis #Computation and Language (cs.CL) #Electronic Health Records Systems #FOS: Computer and information sciences
  46. DReSS: Data-driven Regularized Structured Streamlining for Large Language Models
    2025/01/29 by Mingkuan Feng, Jinyang Wu, Feng, Mingkuan +13 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  47. Unveiling the Impact of Multi-Modal Interactions on User Engagement: A Comprehensive Evaluation in AI-driven Conversations
    2024/06/21 by Lichao Zhang, Jia Yu, Zhang, Lichao +23 · 1 citation
    Computer Science · #AI in Service Interactions #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  48. PipeRAG: Fast Retrieval-Augmented Generation via Algorithm-System Co-design
    2024/03/08 by Wenqi Jiang, Shuai Zhang, Jiang, Wenqi +9 · 1 citation
    Earth and Planetary Sciences · Engineering · #Underwater Acoustics Research #Underwater Vehicles and Communication Systems #Plasma Diagnostics and Applications
  49. ASRRL-TTS: Agile Speaker Representation Reinforcement Learning for Text-to-Speech Speaker Adaptation
    2024/07/07 by Ruibo Fu, Fu, Ruibo, Xin Qi +23 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  50. Toward Holistic Evaluation of Recommender Systems Powered by Generative Models
    2025/04/09 by Yashar Deldjoo, Nikhil Mehta, Deldjoo, Yashar +9 · 3 citations
    Computer Science · #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #Explainable Artificial Intelligence (XAI)
  51. YbNi4Mg: Superheavy fermion with enhanced Wilson ratio and magnetocaloric effect
    2024/12/11 by Xiaoci Zhang, Zhang, Xiaoci, Te Zhang +14 · 1 citation
    Physics and Astronomy · Chemistry · Materials Science · #Rare-earth and actinide compounds #Inorganic Chemistry and Materials #Magnetic and transport properties of perovskites and related materials
  52. Field-free current-induced magnetization switching of a room temperature van der Waals magnet for neuromorphic computing
    2024/12/24 by Chenxi Zhou, Zhe Guo, Zhou, Chenxi +21 · 1 citation
    Physics and Astronomy · Engineering · Computer Science · #Magnetic properties of thin films #Advanced Memory and Neural Computing #Parallel Computing and Optimization Techniques
  53. The sharp diameter bound of stable minimal surfaces
    2024/11/28 by Qixuan Hu, Guoyi Xu, Hu, Qixuan +3 · 1 citation
    Mathematics · #Mathematical Dynamics and Fractals #Geometric Analysis and Curvature Flows #Nonlinear Partial Differential Equations
  54. IterQR: An Iterative Framework for LLM-based Query Rewrite in e-Commercial Search System
    2025/02/16 by Shangyu Chen, Chen, Shangyu, Xinyu Jia +7 · 1 citation
    Computer Science · #Web Data Mining and Analysis #Text and Document Classification Technologies #Topic Modeling
  55. RadialRouter: Structured Representation for Efficient and Robust Large Language Models Routing
    2025/06/04 by Ruihan Jin, Pengpeng Shao, Jin, Ruihan +11 · 3 citations
    Computer Science · Physics and Astronomy · #Natural Language Processing Techniques #Complex Network Analysis Techniques #Advanced Graph Neural Networks
  56. Learning and generalization of one-hidden-layer neural networks, going beyond standard Gaussian data
    2022/07/07 by Hongkang Li, Shuai Zhang, Li, Hongkang +3 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning and ELM #Neural Networks and Applications
  57. SEED: Self-Evolving On-Policy Distillation for Agentic Reinforcement Learning
    2026/07/16 by Jinyang Wu, Shuo Yang, Zhengxi Lu +8 · 1 voice
    #cs.CL
  58. VideoSEMA: a scalable and efficient Mamba-like attention for video understanding
    2026/07/16 by Nhat Thanh Tran, Fanghui Xue, Shuai Zhang +4
    #cs.CV #cs.AI
  59. Identifying and Determining Atmospheric Parameters of BHB Stars Based on LAMOST DR11
    2026/07/21 by Xiao-Long Wang, Wen-Yuan Cui, Jie Ju +4
    #astro-ph.SR
  60. Topological-Charge-Enabled Photonic Doping in ENZ Media
    2026/07/18 by Zhicheng Xiong, Fei Sun, Weiqi Yuan +4
    #physics.optics
  61. Post-Newtonian Roche-Lobe-Overflow Prescription for Compact Binary Mass Transfer and the Corresponding Gravitational Waveforms
    2026/07/30 by Shuai Zhang, Jie Yang, Zi-Han Zhang +1
    Physics and Astronomy · #gr-qc
  62. Exogenous sodium nitroprusside alleviates cadmium toxicity in Solanum nigrum via antioxidant activation, metal redistribution, and gene expression modulation
    2026/07/28 by Fang Yang, Jie Zou, Jinqun Feng +5