Jianyu Wang
- MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training
2024/03/14 by Brandon McKinzie, McKinzie, Brandon, Zhe Gan +61 · 9 voices · 13 citations
#cs.CV #cs.CL #cs.LG
- Satellite-to-ground quantum key distribution
2017/07/03 by Sheng-Kai Liao, Sheng‐Kai Liao, Wenqi Cai +46 · 2 voices · 20 citations
Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Mechanics and Applications #physics.optics #physics.space-ph #quant-ph
- Advances and Open Problems in Federated Learning
2020/12/02 by Peter Kairouz, H. Brendan McMahan, Brendan Avent +56 · 191 citations
Computer Science · #Cryptography and Data Security #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data
- Tackling the Objective Inconsistency Problem in Heterogeneous Federated Optimization
2020/07/15 by Jianyu Wang, Wang, Jianyu, Qinghua Liu +7 · 79 citations
Computer Science · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #IoT and Edge/Fog Computing
- Apple Intelligence Foundation Language Models
2024/07/29 by Tom Gunter, Zirui Wang, Gunter, Tom +306 · 2 voices · 1 citation
#cs.AI #cs.CL #cs.LG
- Improving Transferability of Adversarial Examples with Input Diversity
2018/03/19 by Cihang Xie, Xie, Cihang, Zhishuai Zhang +11 · 31 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #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)
- Adversarial Examples for Semantic Segmentation and Object Detection
2017/03/24 by Cihang Xie, Jianyu Wang, Xie, Cihang +9 · 35 citations
Computer Science · #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications
- RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning
2022/05/25 by Mingkai Deng, Jianyu Wang, Deng, Mingkai +15 · 35 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Mitigating Adversarial Effects Through Randomization
2017/11/06 by Cihang Xie, Xie, Cihang, Jianyu Wang +7 · 22 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Client Selection in Federated Learning: Convergence Analysis and Power-of-Choice Selection Strategies
2020/10/02 by Yae Jee Cho, Jianyu Wang, Cho, Yae Jee +3 · 21 citations
Computer Science · #Cryptography and Data Security #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- A Field Guide to Federated Optimization
2021/07/14 by Jianyu Wang, Wang, Jianyu, Zachary Charles +103 · 15 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning
2025/06/08 by LASA Team, Weiwen Xu, Hou Pong Chan +34 · 48 citations
Computer Science · #Multimodal Machine Learning Applications #Machine Learning in Healthcare #Domain Adaptation and Few-Shot Learning
- Instruction-Following Pruning for Large Language Models
2025/01/03 by Bairu Hou, Hou, Bairu, Qibin Chen +15 · 1 voice · 5 citations
#cs.CL
- SlowMo: Improving Communication-Efficient Distributed SGD with Slow Momentum
2019/10/01 by Jianyu Wang, Wang, Jianyu, Vinayak Tantia +5 · 11 citations
Computer Science · #Stochastic Gradient Optimization Techniques #Advanced Neural Network Applications #Privacy-Preserving Technologies in Data
- Where to Begin? On the Impact of Pre-Training and Initialization in Federated Learning
2022/10/14 by John Nguyen, Jianyu Wang, Nguyen, John +7 · 8 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Traffic Prediction and Management Techniques
- PLGSLAM: Progressive Neural Scene Represenation with Local to Global Bundle Adjustment
2023/12/15 by Tianchen Deng, Deng, Tianchen, Guole Shen +13 · 8 citations
Engineering · Computer Science · Earth and Planetary Sciences · #Robotics and Sensor-Based Localization #Advanced Vision and Imaging #3D Surveying and Cultural Heritage
- SeaLLMs 3: Open Foundation and Chat Multilingual Large Language Models for Southeast Asian Languages
2024/07/29 by Wenxuan Zhang, Zhang, Wenxuan, Hou Pong Chan +21 · 8 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems
- Personalized Federated Learning for Heterogeneous Clients with Clustered Knowledge Transfer
2021/09/16 by Yae Jee Cho, Jianyu Wang, Cho, Yae Jee +5 · 3 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- CoGenesis: A Framework Collaborating Large and Small Language Models for Secure Context-Aware Instruction Following
2024/03/05 by Kaiyan Zhang, Jianyu Wang, Zhang, Kaiyan +9 · 5 citations
Computer Science · #Advanced Malware Detection Techniques #Digital and Cyber Forensics #Context-Aware Activity Recognition Systems
- Unsupervised learning of object semantic parts from internal states of CNNs by population encoding
2015/11/21 by Jianyu Wang, Zhishuai Zhang, Wang, Jianyu +7 · 4 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 #Machine Learning (cs.LG)
- Cooperative SGD: A unified Framework for the Design and Analysis of\n Communication-Efficient SGD Algorithms
2018/08/22 by Jianyu Wang, Gauri Joshi, Wang, Jianyu +1 · 2 citations
Computer Science · Engineering · #Advanced Data Compression Techniques #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Image Segmentation Techniques #Parallel #Privacy-Preserving Technologies in Data #Simulation and Modeling Applications #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- Towards Adversarially Robust Object Detection
2019/07/24 by Haichao Zhang, Zhang, Haichao, Jianyu Wang +1 · 2 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- VL-Cogito: Progressive Curriculum Reinforcement Learning for Advanced Multimodal Reasoning
2025/07/30 by Ruifeng Yuan, Yuan, Ruifeng, Chenghao Xiao +21 · 12 citations
Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Innovative Teaching and Learning Methods #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques
- Fast and Slow Generating: An Empirical Study on Large and Small Language Models Collaborative Decoding
2024/06/18 by Kaiyan Zhang, Jianyu Wang, Zhang, Kaiyan +11 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Speech and dialogue systems
- EdgeChain: An Edge-IoT Framework and Prototype Based on Blockchain and Smart Contracts
2018/06/16 by Jianli Pan, Pan, Jianli, Jianyu Wang +9 · 1 citation
Computer Science · #Blockchain Technology Applications and Security #Caching and Content Delivery #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Networking and Internet Architecture (cs.NI) #Parallel #and Cluster Computing (cs.DC)
- Deep NMF Topic Modeling
2021/02/24 by Jianyu Wang, Xiao-Lei Zhang, Wang, JianYu +1 · 2 citations
Computer Science · Social Sciences · #Topic Modeling #Computational and Text Analysis Methods #Advanced Text Analysis Techniques
- FedLite: A Scalable Approach for Federated Learning on Resource-constrained Clients
2022/01/28 by Jianyu Wang, Hang Qi, Wang, Jianyu +11 · 1 citation
Computer Science · #Privacy-Preserving Technologies in Data #Cryptography and Data Security
- Federated Learning under Distributed Concept Drift
2022/06/01 by Ellango Jothimurugesan, Jothimurugesan, Ellango, Kevin Hsieh +7 · 1 citation
Computer Science · #Data Stream Mining Techniques #Privacy-Preserving Technologies in Data #Caching and Content Delivery
- FedHyper: A Universal and Robust Learning Rate Scheduler for Federated Learning with Hypergradient Descent
2023/10/04 by Ziyao Wang, Jianyu Wang, Wang, Ziyao +3 · 1 citation
Computer Science · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- RecoWorld: Building Simulated Environments for Agentic Recommender Systems
2025/09/12 by Fei Liu, Liu, Fei, Xinyu Lin +27 · 4 citations
#cs.IR
- Singularity and universality from von Neumann to Rényi entanglement entropy and disorder operator in Motzkin chains
2025/01/29 by Jianyu Wang, Zenan Liu, Wang, Jianyu +5 · 2 citations
Physics and Astronomy · #FOS: Physical sciences #Quantum Physics (quant-ph) #Quantum many-body systems #Statistical Mechanics (cond-mat.stat-mech) #Strongly Correlated Electrons (cond-mat.str-el)
- IR275K: A Benchmark for Infrared Multi-Frame Super-Resolution Toward Efficient Remote Sensing
2026/07/24 by Jie Deng, Heyang Wang, Changxin Wang +6
#cs.CV