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Students

Ph.D.

  • Chen Bo-Han

    Personal Profile: Intern at AI System Lab Research Interests: Multi-view 3D Human Pose Estimation, Model Compression, Computer Vision Hobbies: Still exploring

  • SHIH-FENG WANG

    My areas of expertise are image processing, automated optical inspection, and deep learning. I have a TOEIC score of 900 and hold the GEPT Intermediate-High certificate. I was the first author of a paper submitted to the 2021 OPTIC International Conference, and I have won three awards in competitions organized by the Ministry of Education and others. I have participated in projects with ASE Technology, Hi-P International, and the Ministry of Science and Technology. I am currently focusing on model architectures related to DVS event cameras and multi-modal models.

  • Xiang-Rui,Luo

  • Jun-Hao Zhang

  • CHEN-ZHI-YING

    Hi, I'm Chen-Zhi-Ying. I have six years of experience in digital IC design at a design house, and I’m currently working at ITRI (Industrial Technology Research Institute). My research interests include panel circuit design, feedback control systems, and 3D convolutional neural networks (3D CNNs). In my free time, I enjoy playing badminton ! My main technical skills are RTL design using Verilog and timing analysis.

  • QUAN, JIA

Master

  • Kao-Tzu Tsai

    Research Specialities: Network Pruning

  • Yi-Chia, Hung

    Research Interests: Knowledge Distillation, Human Pose Estimation

  • HUA-HSIANG HUNG

    My research areas are RISC-V processors and AI accelerators.

  • YUNG-HAN TANG

    Research Area: Sparse CNN Accelerator Architecture Interests: Watching YouTube, traveling, and exercising

  • Tsai, Cheng-Da

  • Ke, Bing-Jyun

    My research areas are multi-task learning and neural architecture search (NAS).

  • YU-CHEN LO

    My research focuses on Adversarial Patch Attacks, and I enjoy playing sports and outdoor activities in my free time.

  • YU, CHING-HSIANG

    My current research focuses on SIMD-related topics in the CPU domain. In my free time, I enjoy trying different foods and exploring new places — and I hope to travel around the island someday!

  • CHIN, PING-CHUN

    My research area is keyword spotting, and I watch a lot of YouTube, both in genres and amounts

  • Cheng-Hsiang Hsu

    ASIC, digital IC design

  • LIN,YUNG-SHENG

    Currently a student in electrical engineering, focusing on model compression techniques for deep learning. My current research centers on post-training quantization (PTQ), with a particular emphasis on the design and implementation of constrained scale factors, aiming to reduce model size while maintaining accuracy.

  • HSU, CHUN-YU

    Research direction is AI compiler. Using TVM to support different front-end models to run on hardware accelerators.

  • WU,BING-WEI

    Master's research : Transformer Core SW/HW Co-Design for LLM

  • KUO,CHUN-WEI

    My primary research area is AI compilers, focusing on optimization of model compilation and improving deployment efficiency. Beyond academic research, I am passionate about fitness and badminton, believing that regular exercise not only strengthens the body but also enhances focus and productivity. I strive to maintain a balance between research and life.

  • Ju-Han Chang

    My primary research focuses on speech-related areas, including keyword spotting, where I leverage multi-task learning to incorporate Speaker ID or phoneme information to improve keyword spotting performance. I also work on sound classification, using both raw waveforms and spectrograms to achieve high accuracy with low parameter counts.

  • CHIH-HSUAN LIN

    I'm a second-year master's student currently focusing on 3D human pose estimation and SMPL mesh reconstruction using multi-view cameras. My research explores incorporating self-supervised and weakly supervised learning methods to reduce reliance on annotated data.

  • YANG, ZONG-SYUAN

    Interests: Watching MLB, watching movies, and going out for fun.

  • LIN,FU-PU

    My research focuses on AI model compression, particularly Vision Transformer Token Pruning, which effectively reduces computational costs while maintaining model accuracy. I have participated in industry-academia collaboration projects and have experience optimizing both Transformer and CNN models. My optimization results have been successfully applied to image classification and object detection tasks. I am passionate about food, sleep, and exercise.

  • Yu-Ting Shi

    My expertise lies in AI model quantization and compression, deployment optimization, and GPGPU parallel computing. At AISLab, I am responsible for the development and maintenance of the open-source projects FORCE AI and QuantTools.

  • CHEN, PIN-CHIEH

    I am from New Taipei City, currently a second-year master's student. I like listening to music, watching movies/dramas, and playing computer games. My current research area is estimating the 3D human pose and mesh with uncalibrated camera.

  • Chi-Wei Huang

    Right-handed. Only eats salmon sashimi. Interested in AI computing optimization and computer architecture. Research focuses on model compression, quantization, and efficient LLM inference, with additional interest in GPU computing and ASIC accelerator design. Strives to reduce model compute energy—but never air conditioning.

  • Kuan-Hung Yeh

    Research: 2D/3D Human Pose Estimation, Triangulation, System Development and Integration Interests: Philosophy of Future, Historical Reconstruction, Evolutionary Psychology, Governance of Technology, Video Games (LOL, Hearthstone)

  • YEH, HSUAN-YU

    Software Engineering Intern at Skymizer

    My research area focuses on digital circuit design, integrating embedded systems for comprehensive hardware-software co-design. Specifically, my work centers on optimizing and orchestrating data transfers within multi-core AI accelerators. At Aislab, I founded the FORCE AI open-source project and am currently developing the Aislab Virtual Platform (AISVP), a virtual integration simulation platform.

  • LI-EN WANG

  • Jheng-Jia Chen

    I am a first-year master’s student, and my current research focuses on Automatic Optical Inspection (AOI). My coursework mainly centers on digital hardware-related subjects and computer vision.

  • TZU-CHI LIU

    Research Focus: Hardware Acceleration for Transformers • Model Compression & Quantization Applying low-bit quantization and compression to minimize memory and computation overhead. • Hardware-Aware Optimization Developing hardware-friendly strategies for FPGA, ASIC, and GPU acceleration.

  • Yi-Shuo Hung

  • CHIAO-YA CHEN

    My research focuses on multi-person, multi-view 3D joint prediction, and my coursework is primarily concentrated on digital IC design.

  • SHANG-FU SHIH

    I am currently an intern at Skymizer, conducting research on software–hardware co-design for multi-modal hardware accelerators. My hobbies include playing baseball and badminton.

  • TZU-LING LAI

    Research： YOLO ASIC

    Hobby： Eat and drink

  • Ming-Pao Ho

  • YU, CHIA-TA

    My research areas are self-supervised learning and domain adaptation. My hobbies include watching TV series and playing basketball.

  • LIN,YEN-HSI

    Mainly researching the applications of event cameras in human pose estimation and object detection.

  • Meng-Hung Chen

    Skilled in simulator and compiler technologies, I focus on Dynamic Binary Translation (DBT) and system software development, dedicated to system performance optimization and platform compatibility research.

  • YEH, REN-HAO

    "Live a life you will remember." – Avicii

    Coding is routine. Real life is rocking gigs, riding motorcycles in the mountains, cycling fast, and conquering peaks. I love adventures between city streets and wild nature. Tech drives my passion; travel and food fuel my soul. Every day is a nonstop live show.

  • HAN-YU WU

  • SUNG,CHIN-CHENG

    My current research focuses on pattern-based accelerators, model pruning, and software/hardware co-design. In my free time, I enjoy watching MLB and the CPBL, as well as playing baseball. Beyond academic research, I also have a strong interest in military technology and international relations.

  • SAN-HO WANG

    Research Area: AI models, AI accelerators Interests: Hiking, diving, plants

  • Chih-Chia Chien

    Hobby: motor sport, riding motorbike, photographing

  • YANG,CHENG-RUEI

    Hobby: Watch movies, watch dramas, outdoor activities

  • CHANG,CHE-LU

    I am Che-Lu Chang, a new member of AISLab. I am highly interested in artificial intelligence and computer vision, and I hope to continuously enhance my skills and broaden my perspective through research.

  • CHANG, WEI-CHUN

  • HONG,YI-CHEN

    I am an interdisciplinary explorer with the meticulousness of a barista, the perspective of a photographer, and the tenacity of a track athlete. My diverse interests have cultivated my observational skills and creativity. I am deeply curious about AI accelerator hardware and eager to learn and embrace challenges. I believe my passion and diverse background can contribute to the team.

  • YANG,ZI-YI

  • YI-CHE LIAO