Chen, Quan
- Federated Learning on Non-IID Data Silos: An Experimental Study
2021/02/03 by Qinbin Li, Li, Qinbin, Yiqun Diao +5 · 53 citations
Computer Science · #Advanced Graph Neural Networks #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)
- Magnetically-dressed CrSBr exciton-polaritons in ultrastrong coupling regime
2023/02/15 by Wang, Tingting, Zhang, Dingyang, Yang, Shiqi +7 · 8 citations
#FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Optics (physics.optics)
- Orthus: Autoregressive Interleaved Image-Text Generation with Modality-Specific Heads
2024/11/28 by Siqi Kou, Kou, Siqi, Jiachun Jin +14 · 15 citations
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling
- MSR-net:Low-light Image Enhancement Using Deep Convolutional Network
2017/11/07 by Shen, Liang, Yue, Zihan, Feng, Fan +3 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- LEARN: Knowledge Adaptation from Large Language Model to Recommendation for Practical Industrial Application
2024/05/07 by Jian Jia, Yipei Wang, Jia, Jian +19 · 7 citations
Computer Science · #Educational Technology and Assessment #Text and Document Classification Technologies #Online Learning and Analytics
- Comet: Fine-grained Computation-communication Overlapping for Mixture-of-Experts
2025/02/27 by S. J. Zhang, Ningxin Zheng, Zhang, Shulai +20 · 11 citations
Computer Science · #Advanced Neural Network Applications #Mobile Crowdsensing and Crowdsourcing #Big Data and Digital Economy
- Q-system completion for C* 2-categories
2021/05/25 by Chen, Quan, Palomares, Roberto Hernández, Jones, Corey +1 · 4 citations
#18M20 #18M30 #18N10 (secondary) #46L37 #46M15 (primary) #Category Theory (math.CT) #FOS: Mathematics #Operator Algebras (math.OA) #Quantum Algebra (math.QA)
- Towards Efficient and Effective Text-to-Video Retrieval with Coarse-to-Fine Visual Representation Learning
2024/01/01 by Kaibin Tian, Yanhua Cheng, Tian, Kaibin +9 · 5 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization
- DCCF: Deep Comprehensible Color Filter Learning Framework for High-Resolution Image Harmonization
2022/07/11 by Xue Ben, Xue, Ben, Shenghui Ran +9 · 3 citations
Computer Science · #Image Enhancement Techniques #Image and Signal Denoising Methods #Advanced Vision and Imaging
- SALO: An Efficient Spatial Accelerator Enabling Hybrid Sparse Attention Mechanisms for Long Sequences
2022/06/29 by Shen, Guan, Zhao, Jieru, Chen, Quan +3 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG)
- From Principles to Applications: A Comprehensive Survey of Discrete Tokenizers in Generation, Comprehension, Recommendation, and Information Retrieval
2025/02/18 by Jian Jia, Jia, Jian, Jingtong Gao +15 · 5 citations
Computer Science · #Semantic Web and Ontologies #Topic Modeling #Recommender Systems and Techniques
- JUNO: Optimizing High-Dimensional Approximate Nearest Neighbour Search with Sparsity-Aware Algorithm and Ray-Tracing Core Mapping
2023/12/04 by Zihan Liu, Liu, Zihan, Wentao Ni +15 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Distributed #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications #Parallel #and Cluster Computing (cs.DC)
- K-theoretic classification of inductive limit actions of fusion categories on AF-algebras
2022/07/25 by Quan Chen, Roberto Hernández Palomares, Chen, Quan +3 · 2 citations
Mathematics · Medicine · #18M20 #46L80 #46M15 #Advanced Operator Algebra Research #Advanced Topics in Algebra #FOS: Mathematics #Myasthenia Gravis and Thymoma #Operator Algebras (math.OA) #Quantum Algebra (math.QA)
- Semantic Human Matting
2018/09/05 by Quan Chen, Chen, Quan, Tiezheng Ge +9 · 1 citation
Computer Science · Engineering · Materials Science · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Hand Gesture Recognition Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Textile materials and evaluations
- Progressive Feature Polishing Network for Salient Object Detection
2019/11/14 by Wang, Bo, Chen, Quan, Zhou, Min +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- SweetTok: Semantic-Aware Spatial-Temporal Tokenizer for Compact Video Discretization
2024/12/11 by Tan, Zhentao, Xue, Ben, Jia, Jian +7 · 3 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Accelerating Sparse DNNs Based on Tiled GEMM
2024/02/16 by Cong Guo, Guo, Cong, Fengchen Xue +13 · 2 citations
Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Handwritten Text Recognition Techniques
- Edge Computing Assisted Autonomous Flight for UAV: Synergies between Vision and Communications
2020/12/10 by Chen, Quan, Zhu, Hai, Yang, Lei +3 · 1 citation
#FOS: Computer and information sciences #FOS: Electrical engineering #Networking and Internet Architecture (cs.NI) #Robotics (cs.RO) #Systems and Control (eess.SY) #electronic engineering #information engineering
- FAT: Learning Low-Bitwidth Parametric Representation via Frequency-Aware Transformation
2021/02/15 by Tao, Chaofan, Lin, Rui, Chen, Quan +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Characterizing and Demystifying the Implicit Convolution Algorithm on Commercial Matrix-Multiplication Accelerators
2021/10/08 by Zhou, Yangjie, Yang, Mengtian, Guo, Cong +5 · 1 citation
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Scale-adaptive UAV Geo-localization via Height-aware Partition Learning
2024/12/16 by Quan Chen, Chen, Quan, Tingyu Wang +8 · 3 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization #Video Surveillance and Tracking Methods
- DataFlower: Exploiting the Data-flow Paradigm for Serverless Workflow Orchestration
2023/04/28 by Zijun Li, Li, Zijun, Chuhao Xu +9 · 1 citation
Computer Science · Decision Sciences · #Cloud Computing and Resource Management #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Parallel #Scientific Computing and Data Management #and Cluster Computing (cs.DC)
- Efficient Function-as-a-Service for Large Language Models with TIDAL
2025/03/09 by Cui, Weihao, Xu, Ziyi, Zhao, Han +4 · 2 citations
#FOS: Computer and information sciences #Operating Systems (cs.OS)
- AdaptGear: Accelerating GNN Training via Adaptive Subgraph-Level Kernels on GPUs
2023/05/27 by Yangjie Zhou, Zhou, Yangjie, Yaoxu Song +17 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Distributed #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning and ELM #Parallel #and Cluster Computing (cs.DC)
- Cross-Domain Product Representation Learning for Rich-Content E-Commerce
2023/08/10 by Bai, Xuehan, Li, Yan, Cheng, Yanhua +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- MARS: Exploiting Multi-Level Parallelism for DNN Workloads on Adaptive Multi-Accelerator Systems
2023/07/23 by Guan Shen, Jieru Zhao, Shen, Guan +13 · 1 citation
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Distributed #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel #and Cluster Computing (cs.DC)
- An Optimizing Framework on MLIR for Efficient FPGA-based Accelerator Generation
2024/01/10 by Weichuang Zhang, Zhang, Weichuang, Jieru Zhao +9 · 1 citation
Computer Science · Engineering · #Embedded Systems Design Techniques #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Programming Languages (cs.PL) #VLSI and Analog Circuit Testing #VLSI and FPGA Design Techniques
- Towards Fast Setup and High Throughput of GPU Serverless Computing
2024/04/23 by Zhao, Han, Cui, Weihao, Chen, Quan +6 · 1 citation
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- AMSbench: A Comprehensive Benchmark for Evaluating MLLM Capabilities in AMS Circuits
2025/05/30 by Ze Zhang, Shi, Yichen, Hongyang Wang +16 · 4 citations
Engineering · Medicine · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Imaging and Pathology Studies #Superconducting Materials and Applications
- VELTAIR: Towards High-Performance Multi-tenant Deep Learning Services via Adaptive Compilation and Scheduling
2022/01/17 by Liu, Zihan, Leng, Jingwen, Zhang, Zhihui +3 · 1 citation
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Optimizing SLO-oriented LLM Serving with PD-Multiplexing
2025/04/20 by Cui, Weihao, Chen, Yukang, Zhao, Han +6 · 2 citations
#FOS: Computer and information sciences #Operating Systems (cs.OS)
- Whole Heart Perfusion with High-Multiband Simultaneous Multislice Imaging via Linear Phase Modulated Extended Field of View (SMILE)
2024/09/06 by Zhao, Shen, Wang, Junyu, Wang, Xitong +5 · 1 citation
#FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
- Manifestly unitary higher Hilbert spaces
2024/10/07 by Chen, Quan, Ferrer, Giovanni, Hungar, Brett +2 · 1 citation
#18M30 #18N10 #18N20 #18N25 #Category Theory (math.CT) #FOS: Mathematics #Operator Algebras (math.OA) #Primary: 18M40 #Quantum Algebra (math.QA) #Secondary: 18M20
- Text-Video Multi-Grained Integration for Video Moment Montage
2024/12/12 by Ye Ma, Yin, Zhihui, Xipeng Cao +8 · 1 citation
Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Video Analysis and Summarization
- Enhancing Instruction-Following Capability of Visual-Language Models by Reducing Image Redundancy
2024/11/23 by Yang, Te, Jia, Jian, Zhu, Xiangyu +9 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Kairos: Low-latency Multi-Agent Serving with Shared LLMs and Excessive Loads in the Public Cloud
2025/08/09 by Chen, Jinyuan, Shi, Jiuchen, Chen, Quan +1 · 2 citations
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Neural Network Surrogate Model for Junction Temperature and Hotspot Position in 3D Multi-Layer High Bandwidth Memory (HBM) Chiplets under Varying Thermal Conditions
2025/03/06 by Chengxin Zhang, Zhang, Chengxin, Yujie Liu +3 · 1 citation
Computer Science · Engineering · #3D IC and TSV technologies #Advancements in Semiconductor Devices and Circuit Design #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques