Youyang Ng

Youyang Ng

he/him

Experienced Industrial Researcher in Computer Vision, Natural Language Processing and Machine Learning

Publications

Patents    Research Articles    Domestic Conferences

Patents

  1. Information Processing Apparatus
    Youyang Ng, Bo Wang, Takuji Ohashi, Osamu Yamane, Takeshi Fujiwara
    JP7527902B2, 2024 (patent)

  2. Information Processing Apparatus and Information Processing Method
    Youyang Ng, Bo Wang, Takuji Ohashi, Osamu Yamane, Takeshi Fujiwara
    US11715194B2, 2023 (patent)

  3. Semiconductor Image Processing Apparatus
    Atsushi Nakajima, Youyang Ng, Yuko Kono, Takuji Ohashi, Chihiro Ida
    US11715189B2, 2023 (patent)

  4. Semiconductor Image Processing Apparatus
    Atsushi Nakajima, Youyang Ng, Yuko Kono, Takuji Ohashi, Chihiro Ida
    JP7316867B2, 2023 (patent)

  5. Memory System
    Ryo Yamaki, Youyang Ng, Koji Horisaki, Kazuhisa Horiuchi, Gibeom Park
    US11342040B2, 2022 (patent)

  6. Memory System
    Ryo Yamaki, Gibeom Park, Youyang Ng, Koji Horisaki, Kazuhisa Horiuchi
    US11093173B2, 2021 (patent)

  7. Memory System and Method
    Youyang Ng, Gibeom Park, Kazuhisa Horiuchi, Ryo Yamaki, Koji Horisaki
    US11086569B2, 2021 (patent)

  8. Memory System
    Koji Horisaki, Kazuhisa Horiuchi, Ryo Yamaki, Gibeom Park, Youyang Ng
    US10957400B1, 2021 (patent)

  9. Communication Apparatus and Communication Method
    Yosuke Bando, Yujen Lai, Youyang Ng, Kenichi Maeda, Takeshi Sakoda, Takaomi Murakami, Yusuke Doi, Masahiro Ishiyama
    CN106603615B, 2019 (patent)

  10. Communication Apparatus and Communication Method
    Yosuke Bando, Yujen Lai, Youyang Ng, Kenichi Maeda, Takeshi Sakoda, Takaomi Murakami, Yusuke Doi, Masahiro Ishiyama
    US10187818B2, 2019 (patent)

  11. Sheet Processing Apparatus
    Youyang Ng
    EP2919203B1, 2018 (patent)

  12. Sheet Processing Apparatus
    Youyang Ng
    JP6296843B2, 2018 (patent)

  13. Sheet Processing Apparatus and Sheet Processing Method
    Youyang Ng, Kazuhisa Yoshida
    JP6139324B2, 2017 (patent)

  14. Sheet Processing Apparatus and Sheet Processing Method
    Youyang Ng, Kazuhisa Yoshida
    JP6113471B2, 2017 (patent)

  15. Sheet Processing Apparatus
    Youyang Ng, Kazuhisa Yoshida
    JP6087774B2, 2017 (patent)

  16. Sheet Processing Apparatus
    Youyang Ng
    US9359165B2, 2016 (patent)

  17. Information Processing Apparatus and Information Processing Method
    Yuchieh Lin, Yuji Nozawa, Youyang Ng, Takeshi Fujiwara, Osamu Torii
    US18/820977, 2024, patent pending

  18. Semiconductor Image Processing Apparatus and Semiconductor Image Processing Method
    Shuhei Iijima, Osamu Yamane, Youyang Ng, Yuchieh Lin, Takuji Ohashi, Takeshi Fujiwara
    US18/589658, 2024, patent pending (patent)

  19. Image Processing Apparatus and Image Processing Method
    Bo Wang, Youyang Ng, Yuchieh Lin, Kengo Nakata, Takeshi Fujiwara
    US17/942815, 2022, patent pending (patent)

Research Articles

  1. Improving Image Clustering with Artifacts Attenuation via Inference-Time Attention Engineering
    Kazumoto Nakamura, Yuji Nozawa, Yu-Chieh Lin, Kengo Nakata, Youyang Ng
    Asian Conference on Computer Vision (ACCV), 2024 (paper)

  2. Optimal Design of Wet Etching Bath for 3D Flash Memories Using Multi-Objective Bayesian Optimization
    Miyuki Kouda, Yumi Mori, Tomohiko Sugita, Youyang Ng
    International Symposium on Semiconductor Manufacturing (ISSM), 2024, Best Paper Award (paper, news)

  3. Revisiting Relevance Feedback for CLIP-based Interactive Image Retrieval
    Ryoya Nara, Yu-Chieh Lin, Yuji Nozawa, Youyang Ng, Goh Itoh, Osamu Torii, Yusuke Matsui
    European Conference on Computer Vision (ECCV) Workshops, 2024 (paper)

  4. Rethinking Sparse Lexical Representations for Image Retrieval in the Age of Rising Multi-Modal Large Language Models
    Kengo Nakata, Daisuke Miyashita, Youyang Ng, Yasuto Hoshi, Jun Deguchi
    European Conference on Computer Vision (ECCV) Workshops, 2024 (paper, blog)

  5. Open Set Domain Adaptation for Image Classification With Multiple Unknown Labels Using Unsupervised Clustering in a Target Domain
    Daichi Nishihara, Yoshihiro Midoh, Youyang Ng, Osamu Yamane, Maasa Takahashi, Shuhei Iijima, Jun Shiomi, Goh Itoh, Noriyuki Miura
    International Symposium on Electronic Imaging, 2024 (paper, blog)

  6. RaLLe: A Framework for Developing and Evaluating Retrieval-Augmented Large Language Models
    Yasuto Hoshi, Daisuke Miyashita, Youyang Ng, Kento Tatsuno, Yasuhiro Morioka, Osamu Torii, Jun Deguchi
    Conference on Empirical Methods in Natural Language Processing (EMNLP) System Demonstrations, 2023 (paper, code, blog)

  7. SimplyRetrieve: A Private and Lightweight Retrieval-Centric Generative AI Tool
    Youyang Ng, Daisuke Miyashita, Yasuto Hoshi, Yasuhiro Morioka, Osamu Torii, Tomoya Kodama, Jun Deguchi
    arXiv, 2023 (paper, code, blog)

  8. Can a Frozen Pretrained Language Model be used for Zero-shot Neural Retrieval on Entity-centric Questions?
    Yasuto Hoshi, Daisuke Miyashita, Yasuhiro Morioka, Youyang Ng, Osamu Torii, Jun Deguchi
    AAAI Conference on Artificial Intelligence (AAAI-23) Workshops, 2023 (paper, blog)

  9. Revisiting a kNN-based Image Classification System with High-capacity Storage
    Kengo Nakata, Youyang Ng, Daisuke Miyashita, Asuka Maki, Yu-Chieh Lin, Jun Deguchi
    European Conference on Computer Vision (ECCV), 2022, Oral (paper, press, blog)

  10. Real and Simulator Testbeds for Content Dissemination in High-Density Large-Scale WANET
    Yu-Jen Lai, Youyang Ng, Takeshi Sakoda, Yosuke Bando, Arata Miyamoto, Masahiro Ishiyama, Ken-ichi Maeda, Yusuke Doi
    IEEE Annual Consumer Communications & Networking Conference (CCNC), 2017 (paper)

Domestic Conferences

  1. 対話的マルチモーダル画像検索
    Tomohisa Takeda, Yu-Chieh Lin, Yuji Nozawa, Youyang Ng, Goh Itoh, Osamu Torii, Yusuke Matsui
    電子情報通信学会総合大会, 2025

  2. CLIPと適合性フィードバックによる対話的検索システム
    Ryoya Nara, Yu-Chieh Lin, Yuji Nozawa, Youyang Ng, Goh Itoh, Osamu Torii, Yusuke Matsui
    27th Meeting on Image Recognition and Understanding (MIRU), 2024 (blog)

  3. Accurate Image Classification Method for Computational Fluid Dynamics Image
    Yumi Mori, Miyuki Kouda, Tomohiko Sugita, Youyang Ng
    第38回人工知能学会全国大会 (JSAI), 2024 (paper)

  4. Visual Question Answering via Cross-Modal Retrieval-Augmented Generation of Large Language Model
    Liyang Zhang, Youyang Ng
    The 38th Annual Conference of the Japanese Society for Artificial Intelligence (JSAI), 2024 (paper)

  5. RaLLe: A Framework for Developing and Evaluating Retrieval-Augmented Large Language Models
    Yasuto Hoshi, Daisuke Miyashita, Youyang Ng, Kento Tatsuno, Yasuhiro Morioka, Osamu Torii, Jun Deguchi
    言語処理学会第30回年次大会 (NLP), 2024 (paper)

  6. A Study on the Effect of Unknown Classes in Domain Adaptation for Image Classification
    Daichi Nishihara, Yoshihiro Midoh, Youyang Ng, Osamu Yamane, Maasa Takahashi, Goh Ito, Jun Shiomi, Noriyuki Miura
    The 43rd Annual NANO Testing Symposium (NANOTS), 2023 (blog)

  7. 周期表タスクにおける言語モデルの創発的能力と言語モデルが持つ記憶について
    Yasuto Hoshi, Daisuke Miyashita, Yasuhiro Morioka, Youyang Ng, Osamu Torii, Jun Deguchi
    言語処理学会第29回年次大会 (NLP), 2023 (paper)

  8. Domain Adaptation for Image Classification with Different Physical Noise Characteristics
    Daichi Nishihara, Yoshihiro Midoh, Youyang Ng, Osamu Yamane, Goh Ito, Takeshi Fujiwara, Jun Shiomi, Noriyuki Miura
    The 42nd Annual NANO Testing Symposium (NANOTS), 2022 (blog)

Thesis

  1. Audio Visual Recognition System for Intelligent Machine
    Youyang Ng
    Department of Electrical Engineering, Faculty of Engineering, Universiti Malaya (UM), 2010 (bibliography)

You can also find my articles on my Google Scholar profile