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Recent & Upcoming Talks
2026
[Journal Club] PSDesigner: Automated Graphic Design with a Human-Like Creative Workflow (CVPR 2026)
CVPR 2026 論文読み会で、生成後も要素を編集できるデザイン生成手法を紹介
Jul 18, 2026 1:45 PM — 2:10 PM
DeNA / IRIAM
Shunsuke Kitada, Ph.D.
Slides
Connpass
[Journal Club] Natural Language Autoencoders Produce Unsupervised Explanations of LLM Activations
大規模言語モデルが入力に反応する理由を自然言語で説明する手法を紹介
Jun 5, 2026 12:00 PM — 12:00 PM
Online
Shunsuke Kitada, Ph.D.
Slides
その LLM 制御、本当に信頼できますか? / Can We Reliably Control LLMs?
NLP2026 参加報告会で、大規模言語モデルの応答を調整する技術の信頼性と限界を発表
Apr 21, 2026 7:45 PM — 7:55 PM
Sansan株式会社 本社
Shunsuke Kitada, Ph.D.
Slides
Connpass
[Journal Club] The Landscape of Agentic Reinforcement Learning for LLMs: A Survey
LLM が試行錯誤から行動を学ぶ強化学習手法と課題を紹介
Apr 1, 2026 12:00 PM — 12:00 PM
Online
Shunsuke Kitada, Ph.D.
Slides
[Journal Club] LLM の内部を操るベクトル?
大規模言語モデル内部の情報を調整して、応答の傾向を制御する手法を紹介
Feb 17, 2026 12:00 PM — 12:00 PM
Online
Shunsuke Kitada, Ph.D.
Slides
2025
[Invited Talk] テストを書かない研究者に送る “最初にテストを書く” 実験コード入門 – オレオレ最強 main.py から抜け出すために –
pytest と「最初にテストを書く」という考え方を活用することで、機械学習の実験コードに再現性と設計の明示性を確保する手法を、主にテストを書くのが億劫だなと感じている研究者・機械学習エンジニアに向けて紹介します
Nov 20, 2025 6:30 PM — 8:30 PM
Uzabase, Inc.
Shunsuke Kitada, Ph.D.
Code
Slides
[Journal Club] AIグラフィックデザインの進化:断片から統合(One Piece)へ / From Fragment to One Piece: A Survey on AI-Driven Graphic Design
AI を使ったグラフィックデザイン研究の生成・編集・評価の動向を紹介
Aug 31, 2025 12:00 PM — 12:00 PM
Online
Shunsuke Kitada, Ph.D.
Slides
[Journal Club] Large Language Model Agent: A Survey on Methodology, Applications and Challenges
大規模言語モデルが道具を使って課題を進める仕組みと課題を紹介
May 28, 2025 12:00 PM — 12:00 PM
Online
Shunsuke Kitada, Ph.D.
Slides
2024
ECCV 2024 速報
ECCV 2024 速報に、creative graphic design 関連論文のまとめを寄稿
Oct 7, 2024 11:54 AM — 11:54 AM
北田 俊輔
Slides
[Journal Club] Visual Layout Composer: Image-Vector Dual Diffusion Model for Design Layout Generation (CVPR'24)
In this talk, I presented the paper “Visual Layout Composer: Image-Vector Dual Diffusion Model for Design Layout Generation”
Aug 3, 2024 3:40 PM — 4:05 PM
LYCorp. Kioi-cho Office
Shunsuke Kitada, Ph.D.
Slides
[Invited Presentation] SSII2024 Technical map: Creative Design Generation (SSII'24)
This poster session introduces our technical map that provides an overview of the field of creative graphic design AI, such as layout generation and poster generation.
Jun 12, 2024 9:20 AM — Jun 15, 2024 5:50 PM
Annex Hall, Pacific Convention Plaza Yokohama
Shunsuke Kitada, Ph.D.
,
Atsuki Osanai
,
Kenji Doi
,
Ryota Yoshihashi
,
Nghia Truong
PDF
Techmap (Google Slides)
Bibliographic Information (Google Spreadsheet)
[Journal Club] Scaling Rectified Flow Transformers for High-Resolution Image Synthesis / Stable Diffusion 3
Stable Diffusion 3 が文章から画像を生成する仕組みを紹介
Mar 27, 2024 12:00 PM — 12:00 PM
Online
Shunsuke Kitada, Ph.D.
Slides
[Journal Club] BERT4CTR: An Efficient Framework to Combine Pre-trained Language Model with Non-textual Features for CTR Prediction (KDD'23)
In this talk, I presented the paper “BERT4CTR: An Efficient Framework to Combine Pre-trained Language Model with Non-textual Features for CTR Prediction”
Jan 17, 2024 7:25 PM — 7:45 PM
Online
Shunsuke Kitada, Ph.D.
Slides
2023
[Invited Presentation] Improving Prediction Performance and Model Interpretability through Attention Mechanisms from Basic and Applied Research Perspectives
博士論文発表で、モデルがどこを重視するかを使った予測と解釈の研究を発表
Mar 24, 2023 12:00 PM — 12:00 PM
Hosei University
Shunsuke Kitada, Ph.D.
Slides
2022
[Journal Club] Expressions Causing Differences in Emotion Recognition in Social Networking Service Documents (CIKM'22)
In this talk, I presented the paper “Expressions Causing Differences in Emotion Recognition in Social Networking Service Documents” we presented at CIKM2022.
Nov 12, 2022 2:45 PM — 3:00 PM
Online
Shunsuke Kitada, Ph.D.
Slides
[Invited Talk] Introduction to AllenNLP to accelerate NLP research
In this talk, I presented to introduce AllenNLP for accelerating NLP research in Japanese.
Jul 22, 2022 7:30 PM — 8:30 PM
Online
Shunsuke Kitada, Ph.D.
Slides
Video
[Invited Talk] My experience about JSPS Research Fellowship
In this seminar, I presented my experience as the only person who currently be adopted a JSPS DC2 in the campus.
Apr 1, 2022 3:55 PM — 4:10 PM
Online
Shunsuke Kitada, Ph.D.
Slides
2021
[Invited Talk] Recent Issues in Intelligent Robotics, Machine Learning, and Distributed System
This webinar introduces advanced research projects on intelligent robotics, Machine Learning and Distributed System under the joint auspices of the engineering faculties of University of Carthage and Hosei University, IIST: Institute of Integrated Science and Technology, to promote international research and educational collaboration among their affiliated schools.
Mar 17, 2021 6:45 PM — 7:55 PM
Online
Shunsuke Kitada, Ph.D.
Slides
2020
[Journal Club] Learning to Faithfully Rationalize by Construction
ACL2020 オンライン読み会で、モデルが予測根拠を忠実に示す手法を紹介
Sep 6, 2020 2:30 PM — 2:50 PM
Online
Shunsuke Kitada, Ph.D.
Slides
Connpass
[Journal Club] Human Attention Maps for Text Classification: Do Humans and Neural Networks Focus on the Same Words?
ACL 2020 オンラインLT会で、人間とモデルの注目箇所を比較する研究を紹介
Aug 17, 2020 8:10 PM — 8:30 PM
Online
Shunsuke Kitada, Ph.D.
Slides
Connpass
[Invited Talk] The Present and Future of Machine Learning for Ad Creatives
In this talk, I will introduce my research topic: the framework of ad creative evaluation based on CVR prediction to support the creation of effective ad creative. Also, I will introduce several research topics related to the latest ad technology and discuss the current status and prospects achieved by the research on ad creative and machine learning techniques.
Jun 9, 2020 2:40 PM — 3:00 PM
Kumamoto-Jo Hall
Shunsuke Kitada, Ph.D.
Slides
Organized session page
Presentation information
2019
[Invited Talk] ウェブサービス事業者における研究開発インターン ~Gunosy株式会社~
This talk introduces a case study of research and development internship at Gunosy Inc.
Sep 27, 2019 3:40 PM — 4:00 PM
Future Corporation
Shunsuke Kitada, Ph.D.
,
Yoshifumi Seki
PDF
Slides
IEICE
[Invited Poster] Hosei Scitech Forum 2019
理工学部 応用情報工学科 知的情報処理研究室 の研究室紹介です
Sep 15, 2019 12:00 PM — 4:00 PM
Hosei University, Fujimi gate (G201, Student hall, Tsudoi)
Shunsuke Kitada, Ph.D.
,
Kaito Odagiri
PDF
Poster
[Invited Talk] CCSE 2019
On Predicting Ad Creative Evaluation using Deep Learning
Jul 13, 2019 4:05 PM — 4:20 PM
Ito Hall, The University of Tokyo
Shunsuke Kitada, Ph.D.
,
Mitsumasa Kubo
[Invited Talk] ICML/KDD 2019 Pre-conference session
Jun 3, 2019 7:00 PM — 9:30 PM
LAPRAS Inc.
Shunsuke Kitada, Ph.D.
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