Kai Yang
- Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task
2018/09/24 by Changyuan Yu, Yu, Tao, Rui Zhang +22 · 166 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis
- A Unified Model for Multi-class Anomaly Detection
2022/06/08 by Zhiyuan You, You, Zhiyuan, Lei Cui +11 · 38 citations
Computer Science · Medicine · #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Network Security and Intrusion Detection
- Federated Learning via Over-the-Air Computation
2018/12/31 by Kai Yang, Tao Jiang, Yang, Kai +5 · 26 citations
Engineering · #Sparse and Compressive Sensing Techniques #Advanced MIMO Systems Optimization #Advanced Wireless Communication Technologies
- Using Human Feedback to Fine-tune Diffusion Models without Any Reward Model
2023/11/22 by Kai Yang, Yang, Kai, Jian Tao +15 · 42 citations
Computer Science · Neuroscience · #Stochastic Gradient Optimization Techniques #Brain Tumor Detection and Classification #Machine Learning and ELM
- Group-wise Correlation Stereo Network
2019/03/10 by Xiaoyang Guo, Guo, Xiaoyang, Kai Yang +7 · 18 citations
Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Optical measurement and interference techniques
- LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL
2025/03/10 by Yingzhe Peng, Peng, Yingzhe, Gongrui Zhang +16 · 71 citations
Computer Science · #Fuzzy Logic and Control Systems
- Millimeter Wave Communications for Future Mobile Networks
2017/06/27 by Ming Xiao, Shahid Mumtaz, Yongming Huang +10 · 18 citations
Engineering · #Advanced MIMO Systems Optimization #Microwave Engineering and Waveguides #Millimeter-Wave Propagation and Modeling
- Communication-Efficient Edge AI: Algorithms and Systems
2020/02/22 by Yuanming Shi, Shi, Yuanming, Kai Yang +7 · 14 citations
Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT) #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Signal Processing (eess.SP) #Wireless Communication Security Techniques #electronic engineering #information engineering
- SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-DomainText-to-SQL Task
2018/10/11 by Changyuan Yu, Yu, Tao, Michihiro Yasunaga +12 · 9 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Web Data Mining and Analysis
- Millimeter Wave Communications for Future Mobile Networks
2017/05/17 by Ming Xiao, Shahid Mumtaz, Xiao, Ming +19 · 7 citations
Engineering · #Advanced MIMO Systems Optimization #FOS: Computer and information sciences #Information Theory (cs.IT) #Microwave Engineering and Waveguides #Millimeter-Wave Propagation and Modeling
- Gemini: A Family of Highly Capable Multimodal Models
2023/12/19 by Rohan Anil, Gemini Team, Anil, Rohan +2682 · 9 voices
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.AI #cs.CL #cs.CV
- MolFM: A Multimodal Molecular Foundation Model
2023/06/06 by Yizhen Luo, Luo, Yizhen, Kai Yang +7 · 8 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Biomolecules (q-bio.BM) #Chemical Physics (physics.chem-ph) #Computational Drug Discovery Methods #Computational Engineering #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #and Science (cs.CE)
- Few-shot Object Counting with Similarity-Aware Feature Enhancement
2022/01/22 by Zhiyuan You, You, Zhiyuan, Kai Yang +9 · 6 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- Electric-field-driven spin resonance by on-surface exchange coupling to a single-atom magnet
2022/12/27 by Soo‐hyon Phark, Phark, Soo-hyon, Hong T. Bui +17 · 5 citations
Engineering · Physics and Astronomy · #FOS: Physical sciences #Mechanical and Optical Resonators #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Molecular Junctions and Nanostructures #Quantum and electron transport phenomena
- Exploration and Anti-Exploration with Distributional Random Network Distillation
2024/01/18 by Kai Yang, Jian Tao, Yang, Kai +5 · 6 citations
Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Reinforcement Learning in Robotics
- Compressive Sensing Based Channel Estimation for Millimeter-Wave Full-Dimensional MIMO with Lens-Array
2019/12/23 by Ziwei Wan, Zhen Gao, Wan, Ziwei +9 · 3 citations
Engineering · #Millimeter-Wave Propagation and Modeling #Antenna Design and Optimization #Advanced MIMO Systems Optimization
- SIND: A Drone Dataset at Signalized Intersection in China
2022/09/06 by Yanchao Xu, Wenbo Shao, Xu, Yanchao +13 · 3 citations
Computer Science · Engineering · #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #General Literature (cs.GL) #Traffic and Road Safety #Video Surveillance and Tracking Methods
- Learning beyond Teacher: Generalized On-Policy Distillation with Reward Extrapolation
2026/02/12 by Wenkai Yang, Weijie Liu, Ruobing Xie +3 · 1 voice · 2 citations
Computer Science · #cs.LG #cs.AI #cs.CL
- Dynamics of threshold solutions for energy critical NLS with inverse square potential
2020/06/08 by Kai Yang, Chongchun Zeng, Yang, Kai +3 · 2 citations
Mathematics · #Advanced Mathematical Physics Problems #Analysis of PDEs (math.AP) #FOS: Mathematics
- Federated Machine Learning for Intelligent IoT via Reconfigurable Intelligent Surface
2020/04/13 by Kai Yang, Yuanming Shi, Yang, Kai +9 · 2 citations
Engineering · Computer Science · #Advanced Wireless Communication Technologies #Privacy-Preserving Technologies in Data #Wireless Communication Security Techniques
- Federated Distributionally Robust Optimization with Non-Convex Objectives: Algorithm and Analysis
2023/07/25 by Yang Jiao, Kai Yang, Jiao, Yang +3 · 3 citations
Decision Sciences · Computer Science · #Risk and Portfolio Optimization #Stochastic Gradient Optimization Techniques #Blockchain Technology Applications and Security
- Uplink Sensing in Perceptive Mobile Networks with Asynchronous Transceivers
2020/11/18 by Zhitong Ni, Ni, Zhitong, J. Andrew Zhang +7 · 2 citations
Computer Science · Engineering · #Direction-of-Arrival Estimation Techniques #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Radar Systems and Signal Processing #Signal Processing (eess.SP) #electronic engineering #information engineering
- Stellar Flares Are Far-Ultraviolet Luminous
2023/12/19 by Vera L. Berger, Jason T. Hinkle, Berger, Vera L. +15 · 3 citations
Physics and Astronomy · #Astronomy and Astrophysical Research #Astrophysics of Galaxies (astro-ph.GA) #Earth and Planetary Astrophysics (astro-ph.EP) #FOS: Physical sciences #Gamma-ray bursts and supernovae #Solar and Stellar Astrophysics (astro-ph.SR) #Stellar, planetary, and galactic studies
- Two Stones Hit One Bird: Bilevel Positional Encoding for Better Length Extrapolation
2024/01/29 by Zhenyu He, He, Zhenyu, Guhao Feng +15 · 3 citations
Computer Science · #Advanced Data Compression Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Image Segmentation Techniques
- Do Efficient Transformers Really Save Computation?
2024/02/21 by Kai Yang, Jan Ackermann, Yang, Kai +15 · 3 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel Computing and Optimization Techniques #Quantum Computing Algorithms and Architecture
- PR-Attack: Coordinated Prompt-RAG Attacks on Retrieval-Augmented Generation in Large Language Models via Bilevel Optimization
2025/04/10 by Yang Jiao, Jiao, Yang, Xiaodong Wang +3 · 6 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
- Trustworthy Federated Learning via Blockchain
2022/08/13 by Zhanpeng Yang, Yuanming Shi, Yang, Zhanpeng +7 · 2 citations
Computer Science · #Blockchain Technology Applications and Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Privacy-Preserving Technologies in Data #Signal Processing (eess.SP) #electronic engineering #information engineering
- Affine Frequency Division Multiplexing: Extending OFDM for Scenario-Flexibility and Resilience
2025/02/07 by Haoran Yin, Yanqun Tang, Yin, Haoran +25 · 6 citations
Engineering · #FOS: Electrical engineering #PAPR reduction in OFDM #Signal Processing (eess.SP) #Telecommunications and Broadcasting Technologies #electronic engineering #graph theory and CDMA systems #information engineering
- Energy-Efficient Processing and Robust Wireless Cooperative Transmission for Edge Inference
2019/07/29 by Kai Yang, Yuanming Shi, Yang, Kai +5 · 2 citations
Engineering · #Advanced MIMO Systems Optimization #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT) #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Incorporating Features Learned by an Enhanced Deep Knowledge Tracing\n Model for STEM/Non-STEM Job Prediction
2018/06/06 by Chun-Kit Yeung, Yeung, Chun-kit, Zizheng Lin +5 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #I.2.6 #Intelligent Tutoring Systems and Adaptive Learning #K.3.m #Machine Learning (cs.LG) #Online Learning and Analytics
- iFinger : Intrusion Detection in Industrial Control Systems via Register-Based Fingerprinting
2020/05/01 by Kai Yang, Qiang Li, Xiaodong Lin +2 · 1 citation
- Dynamics of threshold solutions for the energy-critical inhomogeneous NLS
2024/08/24 by Xuan Liu, Liu, Xuan, Kai Yang +3 · 2 citations
Mathematics · #Advanced Mathematical Physics Problems
- Arbitrarily high-order conservative schemes for the generalized Korteweg-de Vries equation
2021/03/25 by Kai Yang, Yang, Kai · 1 citation
Mathematics · Physics and Astronomy · #Numerical methods for differential equations #Nonlinear Waves and Solitons #Advanced Mathematical Physics Problems
- Composition-RL: Compose Your Verifiable Prompts for Reinforcement Learning of Large Language Models
2026/02/12 by Xin Xu, Clive Bai, Kai Yang +7 · 1 voice
Computer Science · #cs.CL
- Distributed Distributionally Robust Optimization with Non-Convex Objectives
2022/10/14 by Yang Jiao, Jiao, Yang, Kai Yang +3 · 1 citation
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Risk and Portfolio Optimization #Stochastic Gradient Optimization Techniques
- Superionic Ionic Conductor Discovery via Multiscale Topological Learning
2024/12/16 by Dong Chen, Chen, Dong, Bingxu Wang +13 · 2 citations
Engineering · Computer Science · Materials Science · #Surface Chemistry and Catalysis #Topological and Geometric Data Analysis #Machine Learning in Materials Science
- Asynchronous Distributed Bilevel Optimization
2022/12/20 by Yang Jiao, Kai Yang, Jiao, Yang +7 · 1 citation
Computer Science · Medicine · Decision Sciences · #Stochastic Gradient Optimization Techniques #Pancreatic and Hepatic Oncology Research #Advanced Bandit Algorithms Research
- Genetic variation for adaptive evolution in response to changed environments in plants
2025/07/03 by Jing Hou, Meng Liu, Kai Yang +2 · 1 voice · 1 citation
Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Plant Molecular Biology Research #Genetic diversity and population structure #Genetic Mapping and Diversity in Plants and Animals
- SOTIF Entropy: Online SOTIF Risk Quantification and Mitigation for Autonomous Driving
2022/11/08 by Boqi Li, Peng, Liang, Li, Boqi +8 · 1 citation
Engineering · Computer Science · #Autonomous Vehicle Technology and Safety #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications
- Protozoa-enhanced conjugation frequency alters the dissemination of soil antibiotic resistance
2025/01/01 by Chenshuo Lin, Lijuan Li, Kai Yang +4 · 1 voice · 1 citation
Environmental Science · Biochemistry, Genetics and Molecular Biology · #Pharmaceutical and Antibiotic Environmental Impacts #Antibiotic Resistance in Bacteria #Environmental DNA in Biodiversity Studies
- Insights into male androgenetic alopecia using comparative transcriptome profiling: hypoxia-inducible factor-1 and Wnt/β-catenin signalling pathways
2022/07/21 by Qingmei Liu, Yulong Tang, Yan Huang +15 · 19 citations
Medicine · Biochemistry, Genetics and Molecular Biology · #Hair Growth and Disorders #Facial Rejuvenation and Surgery Techniques #Skin and Cellular Biology Research
- Revealing Nanostructures in High-Entropy Alloys via Machine-Learning Accelerated Scalable Monte Carlo Simulation
2025/03/16 by Xianglin Liu, Kai Yang, Liu, Xianglin +12 · 2 citations
Engineering · Materials Science · #Advanced Materials Characterization Techniques #Computational Physics (physics.comp-ph) #Disordered Systems and Neural Networks (cond-mat.dis-nn) #Electron and X-Ray Spectroscopy Techniques #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)
- Matrix-variate integer-valued autoregressive processes
2025/09/09 by Nuo Xu, Xu, Nuo, Kai Yang +3 · 1 citation
Mathematics · #Advanced Statistical Methods and Models #Fuzzy Systems and Optimization #Statistical Methods and Inference
- Electrically tunable quantum interference of atomic spins on surfaces
2025/06/01 by Hao Wang, Jing Chen, Wang, Hao +21 · 2 citations
Computer Science · Physics and Astronomy · #Cold Atom Physics and Bose-Einstein Condensates #FOS: Physical sciences #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Quantum optics and atomic interactions
- SearchOS-V1: Towards Robust Open-Domain Information-Seeking Agent Collaboration
2026/07/16 by Yuyao Zhang, Junjie Gao, Zhengxian Wu +11
#cs.AI #cs.IR
- Silent Failures in Multimodal Agentic Search:A Diagnostic Taxonomy and Cross-Judge Evaluation
2026/07/22 by Zhengxian Wu, Junjie Gao, Kai Yang
#cs.AI #cs.CV
- First-order Constrained Trilevel Optimization Over Distributed Networks for Robust Coreset Selection
2026/07/30 by Yang Jiao, Kaixuan Jiao, Kai Yang +4
Computer Science · #cs.LG
- Ascend to Science: Exploration of AI Chips for Scientific Computing
2026/07/22 by Weicheng Xue, Kai Yang, Yongxiang Liu +5
#cs.DC
- Joint Chirp Parameter Selection and Low-Complexity MMSE Receiver Design for AFDM Systems
2026/07/22 by Ruiyuan Mao, Qu Luo, Jianguo Li +5
#eess.SP