Linfeng Du

According to our database, Linfeng Du authored at least 38 papers between 2013 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

ESFA: An Efficient Scalable FFT Design Framework on Versal AI Engine.

Hao Yang, Linfeng Du, Shangkun Li, Wei Zhang

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., May, 2026

Preference Heads in Large Language Models: A Mechanistic Framework for Interpretable Personalization.

Weixu Zhang, Ye Yuan, Changjiang Han, Yuxing Tian, Zipeng Sun, Linfeng Du, Jikun Kang, Hong Kang, Xue (Steve) Liu, Haolun Wu

CoRR, April, 2026

AutoINV: Automated Invariant Generation Framework for Formal Verification on High-Level Synthesis Designs.

Xiaofeng Zhou, Linfeng Du, Guangyu Hu, Sharad Sinha, Hongce Zhang, Wei Zhang

CoRR, April, 2026

LLM Safety From Within: Detecting Harmful Content with Internal Representations.

Difan Jiao, Yilun Liu, Ye Yuan, Zhenwei Tang, Linfeng Du, Haolun Wu, Ashton Anderson

CoRR, April, 2026

NEURA: A Unified and Retargetable Compilation Framework for Coarse-Grained Reconfigurable Architectures.

Shangkun Li, Jinming Ge, Diyuan Tao, Zeyu Li, Jiawei Liang, Linfeng Du, Jiang Xu, Wei Zhang, Cheng Tan

CoRR, April, 2026

Beyond Message Passing: A Semantic View of Agent Communication Protocols.

Dun Yuan, Fuyuan Lyu, Ye Yuan, Weixu Zhang, Bowei He, Jiayi Geng, Linfeng Du, Zipeng Sun, Yankai Chen, Changjiang Han, Jikun Kang, Xi Chen, Haolun Wu, Xue Liu

CoRR, April, 2026

FPPS: An FPGA-Based Point Cloud Processing System.

Xiaofeng Zhou, Linfeng Du, Hanwei Fan, Wei Zhang

CoRR, February, 2026

Optimizing User Profiles via Contextual Bandits for Retrieval-Augmented LLM Personalization.

Linfeng Du, Ye Yuan, Zichen Zhao, Fuyuan Lyu, Emiliano Penaloza, Xiuying Chen, Zipeng Sun, Jikun Kang, Laurent Charlin, Xue Liu, Haolun Wu

CoRR, January, 2026

DRACO: A Hardware-Efficient Robot Rigid Body Dynamics Accelerator with Precision-Aware Quantization Framework.

Xingyu Liu, Jiawei Liang, Yipu Zhang, Linfeng Du, Chaofang Ma, Hui Yu, Jiang Xu, Wei Zhang

Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2026

2025

DAPO: Design Structure-Aware Pass Ordering in High-Level Synthesis with Graph Contrastive and Reinforcement Learning.

Jinming Ge, Linfeng Du, Likith Anaparty, Shangkun Li, Tingyuan Liang, Afzal Ahmad, Vivek Chaturvedi, Sharad Sinha, Zhiyao Xie, Jiang Xu, Wei Zhang

CoRR, December, 2025

DRACO: Co-design for DSP-Efficient Rigid Body Dynamics Accelerator.

Xingyu Liu, Jiawei Liang, Yipu Zhang, Linfeng Du, Chaofang Ma, Hui Yu, Jiang Xu, Wei Zhang

CoRR, November, 2025

Malicious encrypted traffic detection method based on multi-granularity representation under data imbalance conditions.

Tao Li, Zhiwei Yang, Wenshan Li, Linfeng Du, Xiaolong Lan, Junjiang He

Knowl. Based Syst., 2025

Timing is Important: Risk-aware Fund Allocation based on Time-Series Forecasting.

Fuyuan Lyu, Linfeng Du, Yunpeng Weng, Qiufang Ying, Zhiyan Xu, Wen Zou, Haolun Wu, Xiuqiang He, Xing Tang

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

Generative AI for Immersive Video: Recent Advances and Future Opportunities.

Kaiyuan Hu, Yili Jin, Hao Zhou, Linfeng Du, Jiangchuan Liu, Xue Liu

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

FLEX: Leveraging FPGA-CPU Synergy for Mixed-Cell-Height Legalization Acceleration.

Xingyu Liu, Jiawei Liang, Linfeng Du, Yipu Zhang, Chaofang Ma, Hanwei Fan, Jiang Xu, Wei Zhang

Proceedings of the 54th International Conference on Parallel Processing, 2025

Automated Design Space Exploration in High-Level Physical Synthesis.

Linfeng Du, Jiawei Liang, Jason Lau, Yuze Chi, Yutong Xie, Chunyou Su, Afzal Ahmad, Zifan He, Jake Ke, Jinming Ge, Jason Cong, Wei Zhang, Licheng Guo

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2025

BiAttnNet: A Bidirectional Attentive Framework for Firmware Semantic Modeling in Industrial Control System Security.

Linfeng Du, Lei Yun, Siqi Zhang, Jiangchuan Chen, Ziyu Liu, Junjiang He

Proceedings of the Fuzzy Systems and Data Mining XI, 2025

AutoClock: Automated Clock Management for Power-Efficient HLS Designs on FPGAs.

Jiawei Liang, Linfeng Du, Xiaofeng Zhou, Zhe Lin, Jiang Xu, Wei Zhang

Proceedings of the 62nd ACM/IEEE Design Automation Conference, 2025

ATS and BEMAF-UNet for Accurate and Robust Renal Histopathology Image Segmentation.

Linfeng Du, Xiang Li, Zhang Yi, Dehan Li

Proceedings of the IEEE International Conference on Big Data, 2025

2024

FADO: Floorplan-Aware Directive Optimization Based on Synthesis and Analytical Models for High-Level Synthesis Designs on Multi-Die FPGAs.

Linfeng Du, Tingyuan Liang, Xiaofeng Zhou, Jinming Ge, Shangkun Li, Sharad Sinha, Jieru Zhao, Zhiyao Xie, Wei Zhang

ACM Trans. Reconfigurable Technol. Syst., September, 2024

Fast and Practical Strassen's Matrix Multiplication using FPGAs.

Afzal Ahmad, Linfeng Du, Wei Zhang

Proceedings of the 34th International Conference on Field-Programmable Logic and Applications, 2024

GraFlex: Flexible Graph Processing on FPGAs through Customized Scalable Interconnection Network.

Chunyou Su, Linfeng Du, Tingyuan Liang, Zhe Lin, Maolin Wang, Sharad Sinha, Wei Zhang

Proceedings of the 2024 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, 2024

Accel-NASBench: Sustainable Benchmarking for Accelerator-Aware NAS.

Afzal Ahmad, Linfeng Du, Zhiyao Xie, Wei Zhang

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

2023

DBWE-Corbat: Background network traffic generation using dynamic word embedding and contrastive learning for cyber range.

Linfeng Du, Junjiang He, Tao Li, Yunpeng Wang, Xiaolong Lan, Yunhua Huang

Comput. Secur., June, 2023

MultiResFormer: Transformer with Adaptive Multi-Resolution Modeling for General Time Series Forecasting.

Linfeng Du, Ji Xin, Alex Labach, Saba Zuberi, Maksims Volkovs, Rahul G. Krishnan

CoRR, 2023

FIONA: Photonic-Electronic CoSimulation Framework and Transferable Prototyping for Photonic Accelerator.

Yinyi Liu, Bohan Hu, Zhenguo Liu, Peiyu Chen, Linfeng Du, Jiaqi Liu, Xianbin Li, Wei Zhang, Jiang Xu

Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023

FADO: Floorplan-Aware Directive Optimization for High-Level Synthesis Designs on Multi-Die FPGAs.

Linfeng Du, Tingyuan Liang, Sharad Sinha, Zhiyao Xie, Wei Zhang

Proceedings of the 2023 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, 2023

Research on Intelligent Algorithms for Estimating Multistep Process Capability in the Industrial Field.

Pengfei Shen, Tinghua Zhang, Jielin Cheng, Linfeng Du, Panpan Li, Lei Yun

Proceedings of the 2023 International Conference on Advances in Artificial Intelligence and Applications, 2023

2022

HiGIL: Hierarchical Graph Inference Learning for Fact Checking.

Qianren Mao, Yiming Wang, Chenghong Yang, Linfeng Du, Hao Peng, Jia Wu, Jianxin Li, Zheng Wang

Proceedings of the IEEE International Conference on Data Mining, 2022

A Literature Review of Resiliency Technologies in Military Software Defined Networks.

Guozhu Yan, Qiongyu Wu, Rongbing Chen, Linfeng Du, Shuangyin Ren

Proceedings of the 5th International Conference on Data Science and Information Technology, 2022

2020

Modeling relation paths for knowledge base completion via joint adversarial training.

Chen Li, Xutan Peng, Shanghang Zhang, Hao Peng, Philip S. Yu, Min He, Linfeng Du, Lihong Wang

Knowl. Based Syst., 2020

Spatial temporal incidence dynamic graph neural networks for traffic flow forecasting.

Hao Peng, Hongfei Wang, Bowen Du, Md. Zakirul Alam Bhuiyan, Hongyuan Ma, Jianwei Liu, Lihong Wang, Zeyu Yang, Linfeng Du, Senzhang Wang, Philip S. Yu

Inf. Sci., 2020

Hybrid Deep Neural Networks for Friend Recommendations in Edge Computing Environment.

Jibing Gong, Yi Zhao, Shuai Chen, Hongfei Wang, Linfeng Du, Shuli Wang, Md. Zakirul Alam Bhuiyan, Hao Peng, Bowen Du

IEEE Access, 2020

Hierarchical Graph Transformer-Based Deep Learning Model for Large-Scale Multi-Label Text Classification.

Jibing Gong, Hongyuan Ma, Zhiyong Teng, Qi Teng, Hekai Zhang, Linfeng Du, Shuai Chen, Md. Zakirul Alam Bhuiyan, Jianhua Li, Mingsheng Liu

IEEE Access, 2020

Differential Evolution-Based Wingsuit Flying Search for Optimization.

Linfeng Du, Yu Zhang, Syuhei Sato, Yuki Todo, Zheng Tang, Shangce Gao

Proceedings of the 13th International Symposium on Computational Intelligence and Design, 2020

Multimodal Image Fusion Based on Random Projection and Joint Sparse Representation.

Yanping Li, Yinmei He, Linfeng Du

Proceedings of the ICBIP 2020: 5th International Conference on Biomedical Signal and Image Processing, 2020

2019

Mobile APP User Attribute Prediction by Heterogeneous Information Network Modeling.

Hekai Zhang, Jibing Gong, Zhiyong Teng, Dan Wang, Hongfei Wang, Linfeng Du, Md. Zakirul Alam Bhuiyan

Proceedings of the Dependability in Sensor, Cloud, and Big Data Systems and Applications, 2019

2013

Infrared and visible images fusion using Compressed Sensing based on average gradient.

Rui Wang, Linfeng Du, Zongxin Yu, Wanggen Wan

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013