Yiming Chen

1. Performance and Cost Assessment of Machine Learning Interatomic Potentials
   2020/01/09 by Yunxing Zuo, Chi Chen, Xiangguo Li +8 · 34 citations
   Chemistry · Materials Science · #Crystallography and molecular interactions #Machine Learning in Materials Science #X-ray Diffraction in Crystallography
2. Exponential Graph is Provably Efficient for Decentralized Deep Training
   2021/10/26 by Bicheng Ying, Kun Yuan, Ying, Bicheng +9 · 6 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
3. Emo-DPO: Controllable Emotional Speech Synthesis through Direct Preference Optimization
   2024/09/16 by Xiaoxue Gao, Chen Zhang, Gao, Xiaoxue +7 · 12 citations
   Computer Science · Psychology · #Speech and Audio Processing #Speech Recognition and Synthesis #Emotion and Mood Recognition
4. Revisiting Optimal Convergence Rate for Smooth and Non-convex Stochastic Decentralized Optimization
   2022/10/14 by Kun Yuan, Yuan, Kun, Xinmeng Huang +9 · 6 citations
   Computer Science · Engineering · #Advanced Wireless Communication Technologies #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
5. Controllable Text-to-3D Generation via Surface-Aligned Gaussian Splatting
   2024/03/15 by Zhiqi Li, Li, Zhiqi, Yiming Chen +5 · 7 citations
   Computer Science · Engineering · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Interactive and Immersive Displays
6. A Comprehensive Analysis of the Effectiveness of Large Language Models as Automatic Dialogue Evaluators
   2023/12/24 by Chen Zhang, Zhang, Chen, Luis Fernando D’Haro +7 · 6 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
7. Enhancing Zeroth-order Fine-tuning for Language Models with Low-rank Structures
   2024/10/10 by Yiming Chen, Chen, Yiming, Yuan Zhang +7 · 9 citations
   Computer Science · #Topic Modeling
8. Fortuity in SYK Models
   2024/12/09 by Chi-Ming Chang, Yiming Chen, Chang, Chi-Ming +5 · 8 citations
   Economics, Econometrics and Finance · #Complex Systems and Time Series Analysis
9. Visual-based Kinematics and Pose Estimation for Skid-Steering Robots
   2020/06/08 by Xingxing Zuo, Zuo, Xingxing, Mingming Zhang +10 · 2 citations
   Computer Science · Engineering · #Advanced Vision and Imaging #Robotics and Sensor-Based Localization #Robotic Locomotion and Control
10. A Memory Efficient Randomized Subspace Optimization Method for Training Large Language Models
    2025/02/11 by Yiming Chen, Chen, Yiming, Yuan Zhang +7 · 7 citations
    Computer Science · #Text and Document Classification Technologies
11. DecentLaM: Decentralized Momentum SGD for Large-batch Deep Training
    2021/04/24 by Kun Yuan, Yiming Chen, Yuan, Kun +11 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
12. DynaEval: Unifying Turn and Dialogue Level Evaluation
    2021/06/02 by Chen Zhang, Zhang, Chen, Yiming Chen +11 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
13. VicaSplat: A Single Run is All You Need for 3D Gaussian Splatting and Camera Estimation from Unposed Video Frames
    2025/03/13 by Zhiqi Li, Li, Zhiqi, Chengrui Dong +7 · 6 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Robotics and Sensor-Based Localization
14. Visual-Inertial Localization for Skid-Steering Robots with Kinematic Constraints
    2019/11/13 by Xingxing Zuo, Zuo, Xingxing, Mingming Zhang +9 · 1 citation
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO) #Robotics and Sensor-Based Localization
15. Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework
    2022/10/30 by Yiming Chen, Yan Zhang, Chen, Yiming +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
16. Lower Bounds and Accelerated Algorithms in Distributed Stochastic Optimization with Communication Compression
    2023/05/12 by Yutong He, Xinmeng Huang, He, Yutong +7 · 1 citation
    Computer Science · Engineering · #Distributed #Error Correcting Code Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Parallel #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
17. TL-nvSRAM-CIM: Ultra-High-Density Three-Level ReRAM-Assisted Computing-in-nvSRAM with DC-Power Free Restore and Ternary MAC Operations
    2023/07/06 by Dengfeng Wang, Wang, Dengfeng, Liukai Xu +13 · 1 citation
    Engineering · Computer Science · #Ferroelectric and Negative Capacitance Devices #Advanced Memory and Neural Computing #Advanced Data Storage Technologies
18. Sharper Convergence Guarantees for Federated Learning with Partial Model Personalization
    2023/09/29 by Yiming Chen, Chen, Yiming, Liyuan Cao +5 · 1 citation
    Computer Science · Mathematics · #FOS: Mathematics #Optimization and Control (math.OC) #Privacy-Preserving Technologies in Data #Statistical Methods and Inference
19. PuYun: Medium-Range Global Weather Forecasting Using Large Kernel Attention Convolutional Networks
    2024/09/01 by Shengchen Zhu, Yiming Chen, Zhu, Shengchen +17 · 1 citation
    Environmental Science · #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Hydrological Forecasting Using AI #Machine Learning (cs.LG)
20. Beyond Single-Audio: Advancing Multi-Audio Processing in Audio Large Language Models
    2024/09/27 by Yiming Chen, Chen, Yiming, Xianghu Yue +11 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
21. Revealing Local Structures through Machine-Learning- Fused Multimodal Spectroscopy
    2025/01/15 by Haili Jia, Yiming Chen, Jia, Haili +11 · 1 citation
    Chemistry · Engineering · Environmental Science · #Spectroscopy and Chemometric Analyses #Advanced Chemical Sensor Technologies #Water Quality Monitoring and Analysis
22. A Triple-Layered Comparative Approach to Understanding New Privacy Policy Practices of Digital Platforms and Users in China After Implementation of the PIPL
    2024/10/01 by Liming Liu, Yiming Chen · 1 voice · 1 citation
    Social Sciences · Psychology · Computer Science · #Privacy, Security, and Data Protection #Sexuality, Behavior, and Technology #Privacy-Preserving Technologies in Data
23. Human-Like Robot Impedance Regulation Skill Learning from Human-Human Demonstrations
    2025/02/19 by Chenzui Li, Xi Wu, Li, Chenzui +12 · 1 citation
    Engineering · #Robot Manipulation and Learning
24. Moderate Deviations for Gaussian Maxima and an Entropy Proof of Critical SK Free Energy Fluctuations
    2026/07/23 by Yiming Chen
    Mathematics · #math.PR
25. Harnessing X-ray Absorption Spectroscopy Data through Multimodal Mining of Battery Literature
    2026/07/26 by Tanjin He, Aikaterini Vriza, Logan Ward +7
    Computer Science · Physics and Astronomy · #cond-mat.mtrl-sci #cs.AI #cs.CL #cs.DL #cs.IR
26. Equivariant Schubert Calculus for Inverse Grassmannian Permutations
    2026/07/18 by Yiming Chen, Neil J. Y. Fan, Rui Xiong +1
    #math.CO #math.AG #math.RT