| 2026 | ACL | CSMCIR: CoT-Enhanced Symmetric Alignment with Memory Bank for Composed Image Retrieval. | Zhipeng Qian, Zihan Liang, Yufei Ma, Ben Chen, Huangyu Dai, Yiwei Ma, Jiayi Ji, Chenyi Lei, Han Li, Xiaoshuai Sun |
| 2025 | CIKM | UniECS: Unified Multimodal E-Commerce Search Framework with Gated Cross-modal Fusion. | Zihan Liang, Yufei Ma, Zhipeng Qian, Huangyu Dai, Zihan Wang, Ben Chen, Chenyi Lei, Yuqing Ding, Han Li |
| 2025 | CVPR | Accelerating Diffusion Transformer via Increment-Calibrated Caching with Channel-Aware Singular Value Decomposition. | Zhiyuan Chen, Keyi Li, Yifan Jia, Le Ye, Yufei Ma |
| 2025 | CVPR | DLST: Dual-Template Co-Evolution Learning for Robust Long-Term Drone Tracking in Dynamic Environments. | Jiahao Zhang, Yixin Wei, Jinli Zhang, Zongli Jiang, Peiwen Yu, Yufei Ma, Runan Jin |
| 2025 | DAC | 3D-SubG: A 3D Stacked Hybrid Processing Near/In-Memory Accelerator for Subgraph GNNs. | Guoxiang Li, Runnan Xu, Ruohang Xu, Yikan Qiu, Renati Tuerhong, Muhan Zhang, Le Ye, Yufei Ma |
| 2025 | DAC | 3D-TokSIM: Stacking 3D Memory with Token-Stationary Compute-in-Memory for Speculative LLM Inference. | Wentao Zhao, Boya Lv, Meng Wu, Peiyu Chen, Fengyun Yan, Yufei Ma, Tianyu Jia, Ru Huang, Le Ye |
| 2025 | ECAI | A New One-Shot Federated Learning Framework for Medical Imaging Classification with Feature-Guided Rectified Flow and Knowledge Distillation. | Yufei Ma, Hanwen Zhang, Qiya Yang, Guibo Luo, Yuesheng Zhu |
| 2025 | EMNLP | InfoGain-RAG: Boosting Retrieval-Augmented Generation through Document Information Gain-based Reranking and Filtering. | Zihan Wang, Zihan Liang, Zhou Shao, Yufei Ma, Huangyu Dai, Ben Chen, Lingtao Mao, Chenyi Lei, Yuqing Ding, Han Li |
| 2025 | ICCAD | 3D-MoE: Accelerating Multi-Expert Activated LLMs on 3D In/Near-Memory Computing Architecture via Hybrid Parallelism. | Xinyu Qu, Zehua Zhang, Runnan Xu, Yufei Ma |
| 2025 | ICDM | NodeNAR: Non-Autoregressive Graph Generation via Masked Sequence Modeling. | Qiya Yang, Xiuling Wang, Xiaoxi Liang, Yufei Ma, Guibo Luo, Yuesheng Zhu |
| 2024 | DAC | An In-Memory Computing Accelerator with Reconfigurable Dataflow for Multi-Scale Vision Transformer with Hybrid Topology. | Zhiyuan Chen, Yufei Ma, Keyi Li, Yifan Jia, Guoxiang Li, Meng Wu, Tianyu Jia, Le Ye, Ru Huang |
| 2024 | DAC | AIG-CIM: A Scalable Chiplet Module with Tri-Gear Heterogeneous Compute-in-Memory for Diffusion Acceleration. | Yiqi Jing, Meng Wu, Jiaqi Zhou, Yiyang Sun, Yufei Ma, Ru Huang, Tianyu Jia, Le Ye |
| 2024 | EMNLP | MoDULA: Mixture of Domain-Specific and Universal LoRA for Multi-Task Learning. | Yufei Ma, Zihan Liang, Huangyu Dai, Ben Chen, Dehong Gao, Zhuoran Ran, Zihan Wang, Linbo Jin, Wen Jiang, Guannan Zhang, Xiaoyan Cai, Libin Yang |
| 2024 | EMNLP | Self-Renewal Prompt Optimizing with Implicit Reasoning. | Zihan Liang, Ben Chen, Zhuoran Ran, Zihan Wang, Huangyu Dai, Yufei Ma, Dehong Gao, Xiaoyan Cai, Libin Yang |
| 2023 | ASPDAC | RIMAC: An Array-Level ADC/DAC-Free ReRAM-Based in-Memory DNN Processor with Analog Cache and Computation. | Peiyu Chen, Meng Wu, Yufei Ma, Le Ye, Ru Huang |
| 2023 | DAC | A Model-Specific End-to-End Design Methodology for Resource-Constrained TinyML Hardware. | Yanchi Dong, Tianyu Jia, Kaixuan Du, Yiqi Jing, Qijun Wang, Pixian Zhan, Yadong Zhang, Fengyun Yan, Yufei Ma, Yun Liang, Le Ye, Ru Huang |
| 2023 | ISLPED | DCIM-3DRec: A 3D Reconstruction Accelerator with Digital Computing-in-Memory and Octree-Based Scheduler. | Yiqi Jing, Yiyang Sun, Xiao Wang, Wentao Zhao, Meng Wu, Fengyun Yan, Yufei Ma, Le Ye, Tianyu Jia |
| 2022 | ICCAD | DCIM-GCN: Digital Computing-in-Memory to Efficiently Accelerate Graph Convolutional Networks. | Yikan Qiu, Yufei Ma, Wentao Zhao, Meng Wu, Le Ye, Ru Huang |
| 2021 | FPGA | SWIFT: Small-World-based Structural Pruning to Accelerate DNN Inference on FPGA. | Yufei Ma, Gokul Krishnan, Yu Cao, Le Ye, Ru Huang |
| 2020 | ICCAD | Optimizing Stochastic Computing for Low Latency Inference of Convolutional Neural Networks. | Zhiyuan Chen, Yufei Ma, Zhongfeng Wang |
| 2019 | FPL | Automatic Compiler Based FPGA Accelerator for CNN Training. | Shreyas Kolala Venkataramanaiah, Yufei Ma, Shihui Yin, Eriko Nurvitadhi, Aravind Dasu, Yu Cao, Jae-sun Seo |
| 2018 | ICCAD | Algorithm-hardware co-design of single shot detector for fast object detection on FPGAs. | Yufei Ma, Tu Zheng, Yu Cao, Sarma B. K. Vrudhula, Jae-sun Seo |
| 2017 | FPGA | Optimizing Loop Operation and Dataflow in FPGA Acceleration of Deep Convolutional Neural Networks. | Yufei Ma, Yu Cao, Sarma B. K. Vrudhula, Jae-sun Seo |
| 2017 | FPL | An automatic RTL compiler for high-throughput FPGA implementation of diverse deep convolutional neural networks. | Yufei Ma, Yu Cao, Sarma B. K. Vrudhula, Jae-sun Seo |
| 2017 | ISCAS | End-to-end scalable FPGA accelerator for deep residual networks. | Yufei Ma, Minkyu Kim, Yu Cao, Sarma B. K. Vrudhula, Jae-sun Seo |
| 2016 | FPGA | Throughput-Optimized OpenCL-based FPGA Accelerator for Large-Scale Convolutional Neural Networks. | Naveen Suda, Vikas Chandra, Ganesh Dasika, Abinash Mohanty, Yufei Ma, Sarma B. K. Vrudhula, Jae-sun Seo, Yu Cao |
| 2016 | FPL | Scalable and modularized RTL compilation of Convolutional Neural Networks onto FPGA. | Yufei Ma, Naveen Suda, Yu Cao, Jae-sun Seo, Sarma B. K. Vrudhula |
| 2015 | ICCD | Energy-efficient reconstruction of compressively sensed bioelectrical signals with stochastic computing circuits. | Yufei Ma, Minkyu Kim, Yu Cao, Jae-sun Seo, Sarma B. K. Vrudhula |
| 2005 | MMM | Video Snapshot: A Bird View of Video Sequence. | Yufei Ma, HongJiang Zhang |
| 2005 | MMM | Sports Video Mining with Mosaic. | Tao Mei, Yufei Ma, He-Qin Zhou, Wei-Ying Ma, HongJiang Zhang |
| 2005 | MMM | Gradual Transition Detection Using EM Curve Fitting. | Jiawei Rong, Yufei Ma, Lide Wu |
| 2005 | MMM | A Generic Framework for Semantic Sports Video Analysis Using Dynamic Bayesian Networks. | Fei Wang, Yufei Ma, HongJiang Zhang, Jin-Tao Li |
| 2004 | ICIP | Dynamic bayesian network based event detection for soccer highlight extraction. | Fei Wang, Yufei Ma, HongJiang Zhang, Jin-Tao Li |
| 2004 | ICPR | Multi-level Anchorperson Detection Using Multimodal Association. | Dong-Jun Lan, Yufei Ma, HongJiang Zhang |
| 2003 | ICASSP | A people similarity based approach to video indexing. | Peng Wang, Yufei Ma, Hong-Jiang Zhang, Shiqiang Yang |
| 2003 | ICCV | Automatic Video Summarization by Graph Modeling. | Chong-Wah Ngo, Yufei Ma, HongJiang Zhang |
| 2003 | ICIP | A systemic framework of camera motion analysis for home video. | Dong-Jun Lan, Yufei Ma, HongJiang Zhang |
| 2003 | ICIP | A HMM based semantic analysis framework for sports game event detection. | Gu Xu, Yufei Ma, HongJiang Zhang, Shiqiang Yang |
| 2002 | ICIP | A model of motion attention for video skimming. | Yufei Ma, HongJiang Zhang |
| 2002 | ICPR | Motion Texture: A New Motion Based Video Representation. | Yufei Ma, HongJiang Zhang |
| 2002 | ICPR | Motion Based Event Recognition Using HMM. | Gu Xu, Yufei Ma, HongJiang Zhang, Shiqiang Yang |
| 2001 | ICIP | A new perceived motion based shot content representation. | Yufei Ma, HongJiang Zhang |