Xiang Cheng

1. Underdamped Langevin MCMC: A non-asymptotic analysis
   2017/07/12 by Xiang Cheng, Niladri S. Chatterji, Cheng, Xiang +5 · 17 citations
   Mathematics · Medicine · Physics and Astronomy · #Markov Chains and Monte Carlo Methods #Advanced Neuroimaging Techniques and Applications #Theoretical and Computational Physics
2. LLM4CP: Adapting Large Language Models for Channel Prediction
   2024/06/20 by Boxun Liu, Liu, Boxun, Xuanyu Liu +7 · 28 citations
   Computer Science · #FOS: Electrical engineering #Signal Processing (eess.SP) #Speech Recognition and Synthesis #electronic engineering #information engineering
3. Linear attention is (maybe) all you need (to understand transformer optimization)
   2023/10/02 by Kwangjun Ahn, Xiang Cheng, Ahn, Kwangjun +9 · 18 citations
   Engineering · #Artificial Intelligence (cs.AI) #Energy Load and Power Forecasting #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
4. Transformers Implement Functional Gradient Descent to Learn Non-Linear Functions In Context
   2023/12/11 by Xiang Cheng, Yuxin Chen, Cheng, Xiang +3 · 12 citations
   Computer Science · #Neural Networks and Applications #Stochastic Gradient Optimization Techniques #Machine Learning and ELM
5. Restart Sampling for Improving Generative Processes
   2023/06/26 by Yilun Xu, Xu, Yilun, Mingyang Deng +9 · 10 citations
   Computer Science · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning #Model Reduction and Neural Networks
6. Convergence of Langevin MCMC in KL-divergence
   2017/05/25 by Xiang Cheng, Cheng, Xiang, Peter L. Bartlett +1 · 6 citations
   Mathematics · #Markov Chains and Monte Carlo Methods #Statistical Methods and Inference #Stochastic processes and statistical mechanics
7. M³SC: A Generic Dataset for Mixed Multi-Modal (MMM) Sensing and Communication Integration
   2023/06/25 by Xiang Cheng, Ziwei Huang, Cheng, Xiang +15 · 9 citations
   Engineering · Environmental Science · #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Radio Wave Propagation Studies #Remote Sensing and LiDAR Applications #Signal Processing (eess.SP) #electronic engineering #information engineering
8. Optimal dimension dependence of the Metropolis-Adjusted Langevin\n Algorithm
   2020/12/23 by Sinho Chewi, Chewi, Sinho, Chen Lü +10 · 5 citations
   Mathematics · Medicine · #Advanced Neuroimaging Techniques and Applications #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Markov Chains and Monte Carlo Methods #Statistical Methods and Inference #Statistics Theory (math.ST)
9. Integrated Sensing and Communications Towards Proactive Beamforming in mmWave V2I via Multi-Modal Feature Fusion (MMFF)
   2023/10/04 by Haotian Zhang, Shijian Gao, Zhang, Haotian +5 · 9 citations
   Engineering · #Antenna Design and Analysis #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Millimeter-Wave Propagation and Modeling #Signal Processing (eess.SP) #electronic engineering #information engineering
10. LLM4WM: Adapting LLM for Wireless Multi-Tasking
    2025/01/22 by Xuanyu Liu, Shijian Gao, Liu, Xuanyu +7 · 14 citations
    Computer Science · Engineering · #Service-Oriented Architecture and Web Services #IPv6, Mobility, Handover, Networks, Security #Mobile Agent-Based Network Management
11. WiFo: Wireless Foundation Model for Channel Prediction
    2024/12/12 by Boxun Liu, Liu, Boxun, Shijian Gao +7 · 13 citations
    Computer Science · #Speech and Audio Processing #Wireless Communication Networks Research #Advanced Data Compression Techniques
12. High-dimensional time-frequency entanglement in a singly-filtered biphoton frequency comb
    2023/09/11 by Xiang Cheng, Cheng, Xiang, Kai-Chi Chang +19 · 5 citations
    Physics and Astronomy · Engineering · #Advanced Fiber Laser Technologies #Mechanical and Optical Resonators #Photonic and Optical Devices
13. Experimental high-dimensional entanglement certification and quantum steering with time-energy measurements
    2023/10/31 by Kai-Chi Chang, Murat Can Sarihan, Chang, Kai-Chi +18 · 4 citations
    Computer Science · Engineering · #FOS: Physical sciences #Optical Network Technologies #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
14. Synesthesia of Machines (SoM)-Enhanced ISAC Precoding for Vehicular Networks with Double Dynamics
    2024/08/24 by Zonghui Yang, Yang, Zonghui, Shijian Gao +5 · 3 citations
    Engineering · Neuroscience · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #FOS: Electrical engineering #Molecular Communication and Nanonetworks #Signal Processing (eess.SP) #electronic engineering #information engineering
15. Firebird: Predicting Fire Risk and Prioritizing Fire Inspections in Atlanta
    2016/02/29 by Michael Madaio, Madaio, Michael, Shang-Tse Chen +13 · 1 citation
    Engineering · Environmental Science · #Computers and Society (cs.CY) #Evacuation and Crowd Dynamics #FOS: Computer and information sciences #Fire Detection and Safety Systems #Fire effects on ecosystems
16. Answering Multi-Dimensional Range Queries under Local Differential Privacy
    2020/09/14 by Jianyu Yang, Yang, Jianyu, Tianhao Wang +7 · 1 citation
    Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #Data Structures and Algorithms (cs.DS) #Databases (cs.DB) #FOS: Computer and information sciences #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data
17. Surgery-mediated tumor-promoting effects on the immune microenvironment
    2022/01/20 by Xiang Cheng, Hongji Zhang, Ahmad Hamad +2 · 1 citation
    Immunology and Microbiology · Medicine · #Immune cells in cancer #Inflammatory Biomarkers in Disease Prognosis #Cancer Cells and Metastasis
18. Multi-Modal Intelligent Channel Modeling: A New Modeling Paradigm via Synesthesia of Machines
    2024/11/06 by Lu Bai, Ziwei Huang, Bai, Lu +7 · 5 citations
    Computer Science · #FOS: Electrical engineering #Neural Networks and Applications #Signal Processing (eess.SP) #electronic engineering #information engineering
19. Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration
    2025/06/09 by Xiang Cheng, Boxun Liu, Cheng, Xiang +7 · 7 citations
    Computer Science · Engineering · #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Signal Processing (eess.SP) #Speech and Audio Processing #Wireless Signal Modulation Classification #electronic engineering #information engineering
20. Beyond Itinerary Planning-A Real-World Benchmark for Multi-Turn and Tool-Using Travel Tasks
    2025/12/27 by Xiang Cheng, Yulan Hu, Cheng, Xiang +10 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
21. Neuromorphic Incremental on-chip Learning with Hebbian Weight Consolidation
    2023/11/30 by Zifan Ning, Ning, Zifan, Chaojin Chen +9 · 1 citation
    Engineering · Neuroscience · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Neural dynamics and brain function
22. Revisiting Chain-of-Thought Prompting: Zero-shot Can Be Stronger than Few-shot
    2025/06/17 by Xiang Cheng, Chengfeng Pan, Cheng, Xiang +13 · 3 citations
    Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mental Health Research Topics
23. Beam Pattern Modulation Embedded Hybrid Transceiver Optimization for Integrated Sensing and Communication
    2024/05/16 by Boxun Liu, Shijian Gao, Liu, Boxun +7 · 2 citations
    Engineering · #Antenna Design and Optimization #FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
24. Block-Wise Index Modulation and Receiver Design for High-Mobility OTFS Communications
    2023/06/21 by Mi Qian, Qian, Mi, Fei Ji +9 · 1 citation
    Engineering · #PAPR reduction in OFDM #Optical Wireless Communication Technologies #Advanced Wireless Communication Techniques
25. Synesthesia of Machines (SoM)-Enhanced Wideband Multi-User CSI Learning With LiDAR Sensing
    2024/08/22 by Haotian Zhang, Zhang, Haotian, Shijian Gao +5 · 1 citation
    Engineering · #Indoor and Outdoor Localization Technologies
26. Novel 3D Geometry-Based Stochastic Models for Non-Isotropic MIMO Vehicle-to-Vehicle Channels
    2023/12/01 by Yi Yuan, Cheng‐Xiang Wang, Yuan, Yi +7 · 1 citation
    Engineering · #Advanced MIMO Systems Optimization #FOS: Electrical engineering #Millimeter-Wave Propagation and Modeling #Signal Processing (eess.SP) #Vehicular Ad Hoc Networks (VANETs) #electronic engineering #information engineering
27. Dependency-Aware CAV Task Scheduling via Diffusion-Based Reinforcement Learning
    2024/11/27 by Xiang Cheng, Zhi Mao, Cheng, Xiang +5 · 1 citation
    Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Robotics (cs.RO) #Scheduling and Optimization Algorithms
28. Embodied Intelligent Wireless (EIW): Synesthesia of Machines Empowered Wireless Communications
    2025/11/28 by Xiang Cheng, Cheng, Xiang, Weibo Wen +11 · 2 citations
    Computer Science · Engineering · #Opportunistic and Delay-Tolerant Networks #Indoor and Outdoor Localization Technologies #Mobile Ad Hoc Networks