081203-计算机应用技术

FPGA加速计算,神经网络芯片,智能传感器

2011-09--2016-07   中国科学院自动化研究所   博士
2007-09--2011-06   北京邮电大学   学士

   

2018-10~现在, 中国科学院自动化研究所, 副研究员
2016-07~2018-10,中国科学院自动化研究所, 助理研究员

（1） CLEARGCD: MITIGATING SHORTCUT LEARNING FOR ROBUST GENERALIZED CATEGORY DISCOVERY, the IEEE International Conference on Acoustics,Speech and Signal Processing, 2026

（2） TouchFormer: A Robust Transformer-based Framework for Multimodal Material Perception, The Fortieth AAAI Conference on Artificial Intelligence (AAAI-26)

（3） TACEXPERT: A PSEUDO-TEMPORAL MIXTURE-OF-EXPERTS FRAMEWORK FOR OPEN-SET TACTILE OBJECT RECOGNITION, the IEEE International Conference on Acoustics,Speech and Signal Processing, 2026

（4） T-NACD: A Tactile-friendly Novel Anomaly Class Discovery Framework for Black Rubber Products, the IEEE International Conference on Robotics & Automation, 2026

（5） MASL-AFU: A High Memory Access Efficiency 2-D Scalable LUT-Based Activation Function Unit for On-Device DNN Training, IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2025

（6） Optimizing Area and Power of MAC Arrays in DNN Accelerators via Overflow-Aware Partial Sum Management, 2025 IEEE International Symposium on Circuits and Systems, 2025

（7） IOFusion: A Sparse Accelerator based on Hybrid Inner-Outer Product Dataflow for DNN Training, 2025 5th International Conference on Electronics, Circuits and Information Engineering (ECIE)

（8） The FRB-searching Pipeline of the Tianlai Cylinder Pathfinder Array, The FRB-searching Pipeline of the Tianlai Cylinder Pathfinder Array, RESEARCH IN ASTRONOMY AND ASTROPHYSICS, 2024

（9） BitHist: A Precision-Scalable Sparse-Awareness DNN Accelerator Based on Bit Slices Products Histogram, EURO-PAR 2023: PARALLEL PROCESSING, 2023

（10） Know Who You Are Learning Target-Aware Transformer for Object Tracking, International Conference on Multimedia and Expo 2023, 2023

（11） A Fractal Astronomical Correlator Based on FPGA Cluster with Scalability, FPGA '23: Proceedings of the 2023 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, 2023

（12） A Flexible Real-Time Stereo Vision Architecture for Multiple Data Streams with Runtime Configurable Parameters, 32nd International Conference on Field Programmable Logic and Applications （FPL 2022）, 2022

（13） A star-nose-like tactile-olfactory bionic sensing array for robust object recognition in non-visual environments, NATURE COMMUNICATIONS, 2022

（14） Online Feature Classification and Clustering for Transformer-Based Visual Tracker, 2022 26th International Conference on Pattern Recognition (ICPR), 2022

（15） A Fast Radio Burst Backend for the Tianlai Dish Pathfinder Array, A Fast Radio Burst Backend for the Tianlai Dish Pathfinder Array, RESEARCH IN ASTRONOMY AND ASTROPHYSICS, 2022

（16） Rethinking Bipartite Graph Matching in Realtime Multi-object Tracking, 3CVIP 2022, 2022

（17） A Change-aware Approach for Relative Motion Segmentation, 2021 IEEE International Conference on Multimedia and Expo (ICME)

（18） The Tianlai Cylinder Pathfinder array: System functions and basic performance analysis, The Tianlai Cylinder Pathfinder array: System functions and basic performance analysis, SCIENCE CHINA-PHYSICS MECHANICS & ASTRONOMY, 2020

（19） Progress in the Construction and Testing of the Tianlai Radio Interferometers, MILLIMETER, SUBMILLIMETER, AND FAR-INFRARED DETECTORS AND INSTRUMENTATION FOR ASTRONOMY IX, 2018

（20） Optimal Many-to-Many Personalized Concurrent Communication in RapidIO-based Fat-trees, 17THIEEEACISINTERNATIONALCONFERENCEONSOFTWAREENGINEERINGARTIFICIALINTELLIGENCENETWORKINGANDPARALLELDISTRIBUTEDCOMPUTING，SNPD2016, 2016

（21） Parallel Implementation of Arbitrary-Sized Discrete Fourier Transform on FPGA, 3rd International Conference on Advanced Computing and Communication Systems (ICACCS), 2016

（22） 面向高实时海量数据交换的高性能计算系统设计与应用, 2016

现指导学生

林畅  硕士研究生  085410-人工智能  

高姝曼  硕士研究生  085400-电子信息  

侯文杰  硕士研究生  085400-电子信息