Jiaming Xu
- A Survey on Efficient Inference for Large Language Models
2024/04/22 by Zixuan Zhou, Zhou, Zixuan, Xuefei Ning +27 · 36 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
- Statistical-Computational Tradeoffs in Planted Problems and Submatrix Localization with a Growing Number of Clusters and Submatrices
2014/02/06 by Yudong Chen, Jiaming Xu, Chen, Yudong +1 · 15 citations
Business, Management and Accounting · Engineering · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Facility Location and Emergency Management #Machine Learning (stat.ML) #Random Matrices and Applications #Sparse and Compressive Sensing Techniques #Statistics Theory (math.ST)
- Distributed Statistical Machine Learning in Adversarial Settings: Byzantine Gradient Descent
2017/05/16 by Yudong Chen, Chen, Yudong, Lili Su +3 · 10 citations
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- FlashDecoding++: Faster Large Language Model Inference on GPUs
2023/11/02 by Ke Hong, Guohao Dai, Hong, Ke +15 · 9 citations
Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Large Language Model Inference Acceleration: A Comprehensive Hardware Perspective
2024/10/06 by Jinhao Li, Jiaming Xu, Li, Jinhao +19 · 13 citations
Computer Science · Engineering · #Advanced Data Processing Techniques #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Rates of Convergence of Spectral Methods for Graphon Estimation
2017/09/10 by Jiaming Xu, Xu, Jiaming · 3 citations
Computer Science · Neuroscience · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #FOS: Mathematics #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social and Information Networks (cs.SI) #Statistics Theory (math.ST)
- MiMo-VL Technical Report
2025/06/04 by Core Team, Zihao Yue, Zhenru Lin +135 · 18 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Reinforcement Learning in Robotics
- POG: Personalized Outfit Generation for Fashion Recommendation at Alibaba iFashion
2019/05/06 by Wen Chen, Pipei Huang, Chen, Wen +17 · 3 citations
Computer Science · Arts and Humanities · Neuroscience · #Generative Adversarial Networks and Image Synthesis #Fashion and Cultural Textiles #Aesthetic Perception and Analysis
- Information Limits for Recovering a Hidden Community
2015/09/25 by Bruce Hajek, Yihong Wu, Hajek, Bruce +3 · 4 citations
Mathematics · Physics and Astronomy · Neuroscience · #Random Matrices and Applications #Complex Network Analysis Techniques #Functional Brain Connectivity Studies
- Spectral Graph Matching and Regularized Quadratic Relaxations I: The Gaussian Model
2019/07/20 by Zhou Fan, Fan, Zhou, Cheng Mao +5 · 4 citations
Computer Science · #Graph Theory and Algorithms #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference
- Text Classification Improved by Integrating Bidirectional LSTM with Two-dimensional Max Pooling
2016/11/21 by Peng Zhou, Zhenyu Qi, Zhou, Peng +9 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Text and Document Classification Technologies #Topic Modeling
- Statistical Problems with Planted Structures: Information-Theoretical and Computational Limits
2018/05/31 by Yihong Wu, Wu, Yihong, Jiaming Xu +1 · 2 citations
Computer Science · Decision Sciences · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning and Algorithms #Probabilistic and Robust Engineering Design #Statistical Methods and Inference #Statistics Theory (math.ST)
- Testing correlation of unlabeled random graphs
2020/08/23 by Yihong Wu, Jiaming Xu, Wu, Yihong +3 · 3 citations
Computer Science · Mathematics · #Graph Theory and Algorithms #Stochastic processes and statistical mechanics #Algorithms and Data Compression
- Spectral Graph Matching and Regularized Quadratic Relaxations II: Erdős-Rényi Graphs and Universality
2019/07/20 by Zhou Fan, Cheng Mao, Fan, Zhou +5 · 2 citations
Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Graph theory and applications #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Probability (math.PR) #Random Matrices and Applications #Spectral Theory (math.SP) #Statistics Theory (math.ST)
- MARCA: Mamba Accelerator with ReConfigurable Architecture
2024/09/16 by Jinhao Li, Li, Jinhao, Shan Huang +11 · 5 citations
Computer Science · Engineering · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Embedded Systems Design Techniques #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Particle Detector Development and Performance #Particle accelerators and beam dynamics
- Learning from Comparisons and Choices
2017/04/24 by Sahand Negahban, Negahban, Sahand, Sewoong Oh +5 · 3 citations
Computer Science · Physics and Astronomy · Social Sciences · #Recommender Systems and Techniques #Complex Network Analysis Techniques #Human Mobility and Location-Based Analysis
- Fast and Efficient 2-bit LLM Inference on GPU: 2/4/16-bit in a Weight Matrix with Asynchronous Dequantization
2023/11/28 by Jinhao Li, Li, Jinhao, Jiaming Xu +11 · 3 citations
Computer Science · Engineering · #Distributed #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Natural Language Processing Techniques #Parallel #Topic Modeling #and Cluster Computing (cs.DC)
- Clustering and Inference From Pairwise Comparisons
2015/02/16 by Rui Wu, Wu, Rui, Jiaming Xu +9 · 1 citation
Business, Management and Accounting · Computer Science · Economics, Econometrics and Finance · #Consumer Market Behavior and Pricing #Data Management and Algorithms #FOS: Computer and information sciences #Game Theory and Voting Systems #Machine Learning (stat.ML)
- Seeded Graph Matching via Large Neighborhood Statistics
2018/07/26 by Elchanan Mossel, Jiaming Xu, Mossel, Elchanan +1 · 1 citation
Computer Science · Mathematics · #Complexity and Algorithms in Graphs #Markov Chains and Monte Carlo Methods #Optimization and Search Problems
- Cascaded Mutual Modulation for Visual Reasoning
2018/09/06 by Yiqun Yao, Yao, Yiqun, Jiaming Xu +5 · 1 citation
Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
- SpecPrune-VLA: Accelerating Vision-Language-Action Models via Action-Aware Self-Speculative Pruning
2025/09/06 by H. Wang, Jiaming Xu, Wang, Hanzhen +9 · 9 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Robotics (cs.RO) #Topic Modeling
- MIMO Self-attentive RNN Beamformer for Multi-speaker Speech Separation
2021/04/17 by Xiyun Li, Li, Xiyun, Yong Xu +11 · 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 #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- A Non-parametric View of FedAvg and FedProx: Beyond Stationary Points
2021/06/29 by Lili Su, Su, Lili, Jiaming Xu +3 · 1 citation
Computer Science · Mathematics · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Statistical Methods and Inference
- Random Graph Matching in Geometric Models: the Case of Complete Graphs
2022/02/22 by Haoyu Wang, Yihong Wu, Wang, Haoyu +5 · 1 citation
Computer Science · Mathematics · #Advanced Graph Neural Networks #FOS: Computer and information sciences #FOS: Mathematics #Graph Theory and Algorithms #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Probability (math.PR) #Statistics Theory (math.ST)
- Learning Coordinated Bimanual Manipulation Policies using State Diffusion and Inverse Dynamics Models
2025/03/30 by Haonan Chen, Chen, Haonan, Jiaming Xu +10 · 4 citations
Engineering · Computer Science · Psychology · #Robot Manipulation and Learning #Reinforcement Learning in Robotics #Social Robot Interaction and HRI
- Global Convergence of Federated Learning for Mixed Regression
2022/06/15 by Lili Su, Jiaming Xu, Su, Lili +3 · 1 citation
Mathematics · Computer Science · #Statistical Methods and Inference #Privacy-Preserving Technologies in Data #Statistical Methods and Bayesian Inference
- Semidefinite Programs for Exact Recovery of a Hidden Community
2016/02/20 by Bruce Hajek, Hajek, Bruce, Yihong Wu +3 · 1 citation
Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Face and Expression Recognition #Information Theory (cs.IT) #Machine Learning (stat.ML) #Remote-Sensing Image Classification #Social and Information Networks (cs.SI) #Sparse and Compressive Sensing Techniques #Statistics Theory (math.ST)
- Learning to activate logic rules for textual reasoning
2018/07/03 by Yiqun Yao, Jiaming Xu, Jing Shi +1 · 1 citation
Computer Science · #Explainable Artificial Intelligence (XAI) #Multimodal Machine Learning Applications #Topic Modeling
- The planted matching problem: Sharp threshold and infinite-order phase transition
2021/03/17 by Jian Ding, Yihong Wu, Ding, Jian +5 · 1 citation
Mathematics · #Combinatorics (math.CO) #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Probability (math.PR) #Random Matrices and Applications #Statistical Methods and Inference #Statistics Theory (math.ST)
- Perturbed Beta Corners Process
2026/07/30 by Leonid Petrov, Jiaming Xu
Mathematics · Physics and Astronomy · #math.PR #math-ph #math.MP #msc:60B20 #msc:60F05 #msc:33C67