AO GUO / 郭 傲

AO GUO / 郭 傲

Assistant Professor at Nagoya University

研究成果

完整记录另见 Google Scholar 与 researchmap。

期刊论文

  • [J7] Ao Guo, Atsumoto Ohashi, Ryu Hirai, Yuya Chiba, Yuiko Tsunomori, Ryuichiro Higashinaka. “User Personality and its Influence on the Performance of Pipeline and End-to-end Task-oriented Dialogue Systems,” Scientific Reports, 2025. [论文]
  • [J6] Ao Guo, Ryu Hirai, Atsumoto Ohashi, Yuya Chiba, Yuiko Tsunomori, Ryuichiro Higashinaka. “Personality Prediction from Task-oriented and Open-domain Human–machine Dialogues,” Scientific Reports, 2024. [论文]
  • [J5] Jiaoman Du, Jiandong Zhou, Xiang Li, Lei Li, Ao Guo. “Integrated Self-driving Travel Scheme Planning,” International Journal of Production Economics, 2021. [论文]
  • [J4] Ao Guo, Jianhua Ma, Guanqun Sun, Shunxiang Tan. “A Personal Character Model of Affect, Behavior and Cognition for Individual-like Research,” Computers & Electrical Engineering, 2020. [论文]
  • [J3] Ao Guo, Jianhua Ma, Tan Shunxiang, Guanqun Sun. “From Affect, Behavior, and Cognition to Personality: An Integrated Personal Character Model for Individual-like Intelligent Artifacts,” World Wide Web Journal, 2019. [论文]
  • [J2] Ao Guo, Jianhua Ma. “Archetype-based Modeling of Persona for Comprehensive Personality Computing from Personal Big Data,” Sensors, 2018. [论文]
  • [J1] Ao Guo, Jianhua Ma. “Context-aware Scheduling in Personal Data Collection from Multiple Wearable Devices,” IEEE Access, 2017. [论文]

国际会议

  • [C40] Lifei Wang, Ao Guo, Jianhua Ma. “An Empirical Study for Effective LLM-Based Human-State Prediction from Physiological Data,” in Proc. of ACIIW 2026 (ACII Late-Breaking Results). [论文]
  • [C39] Nozomi Tsunoda, Lifei Wang, Maho Sato, Ao Guo, Jianhua Ma. “Subject-independent Bio-signal Fear Estimation in VR Horror Scenarios: Cross-game Evaluation and Individual Difference Analysis,” ISASE 2026.
  • [C38] Ao Guo, Shota Mochizuki, Sanae Yamashita, Kenya Hoshimure, Jun Baba, Ryuichiro Higashinaka. “A Comparative Study of Human-operated and AI-driven Guidance with a Teleoperated Mobile Robot,” in Proc. of IJCNLP-AACL, 2025. [论文]
  • [C37] Manato Uetake, Tomonori Kubota, Masaya Iwasaki, Shota Mochizuki, Sanae Yamashita, Ao Guo, Kenya Hoshimure, Jun Baba, Ryuichiro Higashinaka, Satoshi Sato, Kohei Ogawa. “Teleoperation System Enabling Operator-Robot Dialogue for Reducing Operator Boredom during Long-Duration Tasks,” in Proc. of HAI 2025. [论文]
  • [C36] Saya Nikaido, Ao Guo, Shota Mochizuki, Sanae Yamashita, Tomoko Isomura, Ryuichiro Higashinaka. “Heart Rate Variability-Based Evaluation of Perceived Hospitality During Interactions with a Mobile Guide Robot,” in Proc. of ICSEC 2025. [论文]
  • [C35] Lifei Wang, Ao Guo, Zhiying Huang, Walid Brahim, Jianhua Ma. “Towards Health-I: Personalized Healthcare Intelligence Based on Generative AI with Cross-modal Learning and Long-term Adaptation,” in Proc. of IEEE CyberSciTech 2025. [论文]
  • [C34] Yuang Meng, Zhiying Huang, Ao Guo, Jianhua Ma. “ECG-based People Identification Across Emotions, Experiments and Days,” in Proc. of IEEE CyberSciTech 2025. [论文]
  • [C33] Maho Sato, Zhiying Huang, Ao Guo, Jianhua Ma. “Emotion Recognition based on Multimodal Physiological Signals using a CNN-Transformer Model,” in Proc. of IEEE CyberSciTech 2025. [论文]
  • [C32] Jingjing Jiang, Ao Guo, Ryuichiro Higashinaka. “Integrating Physiological, Speech, and Textual Information Toward Real-Time Recognition of Emotional Valence in Dialogue,” in Proc. of SIGDIAL 2025. [Best Paper Nominee] [论文]
  • [C31] Ao Guo, Shota Mochizuki, Sanae Yamashita, Saya Nikaido, Tomoko Isomura, Ryuichiro Higashinaka. “Exploring Factors Influencing Hospitality in Mobile Robot Guidance: A Wizard-of-Oz Study with a Teleoperated Humanoid Robot,” in Proc. of SIGDIAL 2025. [论文]
  • [C30] Kentaro Taki, Ao Guo, Jianhua Ma. “Multilevel Drowsiness Detection Using Multimodal Physiological Signals,” in Proc. of IEEE SWC 2024. [论文]
  • [C29] Zhiying Huang, Ao Guo, Jianhua Ma. “Subject-General and Subject-Specific Emotion Recognition Across Video Stimuli Using EEG Signals,” in Proc. of IEEE PICom 2024. [论文]
  • [C28] Jianhua Ma, Qun Jin, Hui-Huang Hsu, John Paul C. Vergara, Antonio Guerrieri, Claudio Miceli, Ao Guo. “Challenges and Emerging Issues for Generative AI and Hyper Intelligence,” in Proc. of IEEE CyberSciTech 2024. （特邀论文） [论文]
  • [C27] Zhiying Huang, Yuang Meng, Ao Guo, Walid Brahim, Jianhua Ma. “Leveraging ECG Signal for People Identification under Different Emotion States,” in Proc. of IEEE CyberSciTech 2024. [杰出论文奖] [论文]
  • [C26] Ao Guo, Zhiying Huang, Yuang Meng, Jianhua Ma. “A Deep Learning Approach to High Accuracy Driver Identification using Physiological Signals with Optimal Driver Pool Size,” in Proc. of IEEE SMC 2024. [论文]
  • [C25] Jingjing Jiang, Ao Guo, Ryuichiro Higashinaka. “Estimating the Emotional Valence of Interlocutors Using Heterogeneous Sensors in Human-Human Dialogue,” in Proc. of SIGDIAL 2024. [论文]
  • [C24] Kentaro Taki, Jianhua Ma, Ao Guo, Muxin Ma, Alex Qi. “Multilevel Classification of Drowsiness States Using ECG With Optimized Convolutional Neural Network,” in Proc. of IEEE CPSCom 2023. [杰出论文奖]
  • [C23] Sanae Yamashita, Koji Inoue, Ao Guo, Shota Mochizuki, Tatsuya Kawahara, Ryuichiro Higashinaka. “RealPersonaChat: A Realistic Persona Chat Corpus with Interlocutors’ Own Personalities,” in Proc. of PACLIC 2023. [论文]
  • [C22] Ao Guo, Walid Brahim, Jianhua Ma. “Influences of Mental Stress Level on Individual Identification using Wearable Biosensors,” in Proc. of IEEE CyberSciTech 2023. [论文]
  • [C21] Shinya Iizuka, Shota Mochizuki, Atsumoto Ohashi, Sanae Yamashita, Ao Guo, Ryuichiro Higashinaka. “Clarifying the Dialogue-Level Performance of GPT-3.5 and GPT-4 in Task-Oriented and Non-Task-Oriented Dialogue Systems,” AAAI Fall Symposium on AI-HRI, 2023. [论文]
  • [C20] Ao Guo, Atsumoto Ohashi, Yuya Chiba, Yuiko Tsunomori, Ryu Hirai, Ryuichiro Higashinaka. “Personality-aware Natural Language Generation for Task-oriented Dialogue using Reinforcement Learning,” in Proc. of IEEE RO-MAN 2023. [论文]
  • [C19] Ryu Hirai, Ao Guo, Ryuichiro Higashinaka. “Applying Item Response Theory to Task-oriented Dialogue Systems for Accurately Determining User’s Task Success Ability,” in Proc. of SIGDIAL 2023. [论文]
  • [C18] Ao Guo, Atsumoto Ohashi, Ryu Hirai, Yuya Chiba, Yuiko Tsunomori, Ryuichiro Higashinaka. “Influence of User Personality on Dialogue Task Performance: A Case Study using a Rule-based Dialogue System,” in Proc. of NLP4ConvAI 2021. [论文]
  • [C17] Hongyu Jiang, Ao Guo, Jianhua Ma. “Genre-based Emoji Usage Analysis and Prediction in Video Comments,” in Proc. of IEEE CyberSciTech 2020. [论文]
  • [C16] Ao Guo, Hongyu Jiang, Jianhua Ma. “Multi-scenario Fusion for More Accurate Classifications of Personal Characteristics,” in Proc. of IEEE CyberSciTech 2020. [论文]
  • [C15] Hongyu Jiang, Ao Guo, Jianhua Ma. “Automatic Prediction and Insertion of Multiple Emojis in Social Media Text,” in Proc. of IEEE CPSCom 2020. [论文]
  • [C14] Ao Guo, Jianhua Ma, Kevin I-Kai Wang. “Towards Integrative Personal Character Modeling using Multi-strategy Fusion across Scenarios and Periods,” in Proc. of IEEE CyberSciTech 2019. [最佳学生论文奖] [论文]
  • [C13] Ao Guo, Jianhua Ma, Kevin I-Kai Wang. “Integrated Modeling of Personal Character using Personal Big Data,” in Proc. of IEEE CPSCom 2019. [论文]
  • [C12] Shunxiang Tan, Ao Guo, Jianhua Ma, Shengbing Ren. “Personal Affective Trait Computing using Multiple Data Sources,” in Proc. of IEEE CPSCom 2019. [论文]
  • [C11] Guanqun Sun, Ao Guo, Jianhua Ma, Jianguo Wei. “Personal Trait Analysis using Word2vec based on User-generated Text,” in Proc. of IEEE Smart World Congress 2019. [论文]
  • [C10] Ao Guo, Jianhua Ma, Kevin I-Kai Wang. “From User Models to the Cyber-I Model: Approaches, Progresses and Issues,” in Proc. of IEEE CyberSciTech 2018. [论文]
  • [C9] Yen Tsan, Ao Guo, Jianhua Ma, Runhe Huang, Zhong Chen. “Incremental User Modeling of Online Activity for Cyber-I Growth with Successive Browsing Logs,” in Proc. of IEEE CyberSciTech 2018. [论文]
  • [C8] Ruiying Cai, Ao Guo, Jianhua Ma, Runhe Huang, Ruiyun Yu, Chen Yang. “Correlation Analyses between Personality Traits and Personal Behaviors under Specific Emotion States using Physiological Data from Wearable Devices,” in Proc. of IEEE CyberSciTech 2018. [论文]
  • [C7] Ao Guo, Jianhua Ma. “An Integrative and Precise Approach in Personality Computing based on Ontic Personae Modeling,” in Proc. of IEEE CyberSciTech 2018. [论文]
  • [C6] Ruiying Cai, Ao Guo, Jianhua Ma, Runhe Huang. “Correlational Analyses among Personality Traits, Emotional Responses and Behavioral States using Physiological Data from Wearable Sensors,” in Proc. of eTELEMED 2018. [论文]
  • [C5] Tongtong Xu, Ao Guo, Jianhua Ma, Kevin I-Kai Wang. “Feature-based Temporal Statistical Modeling of Data Streams from Multiple Wearable Devices,” in Proc. of IEEE CyberSciTech 2017. [论文]
  • [C4] Ao Guo, Jianhua Ma. “Scenario-based Modeling of Ontic Personae for Automatic Personality Perception,” in Proc. of IEEE UIC 2017. [论文]
  • [C3] Tongtong Xu, Ao Guo, Jianhua Ma. “Analysis of Temporal Features in Data Streams from Multiple Wearable Devices,” in Proc. of IEEE CYBCONF 2017. [论文]
  • [C2] Ao Guo, Jianhua Ma. “A Context-aware Scheduling Mechanism for Smartphone-based Personal Data Collection from Multiple Wearable Devices,” in Proc. of IEEE CPSCom 2016. [最佳论文奖] [论文]
  • [C1] Ao Guo, Jianhua Ma. “A Smartphone-based System for Personal Data Management and Personality Analysis,” in Proc. of IEEE Pervasive Intelligence and Computing 2015. [论文]

国内会议

  • [D10] 阪井瞭介, Jiang Shuting, 郭傲, 高道慎之介, 小川哲司, 東中竜一郎. 「一人称・三人称視点対話収録システムとエゴセントリック津軽弁音声対話コーパスの構築」言語処理学会 第32回年次大会 (NLP2026), 2026.
  • [D9] 江舒婷, 郭傲, 青木剛, 中西美和, 東中竜一郎. 「フォーカシング対話の収集とLLMを用いたEXPスケールの自動評定」言語処理学会 第32回年次大会 (NLP2026), 2026.
  • [D8] 植竹眞斗, 窪田智徳, 岩﨑雅矢, 望月翔太, 山下紗苗, 郭傲, 星牟禮健也, 馬場惇, 東中竜一郎, 佐藤理史. 「操作者と操作対象ロボットとの対話により長時間操作の退屈感を低減する遠隔操作システムの開発」人工知能学会全国大会 (JSAI2025), 2025. [论文]
  • [D7] 姜菁菁, 郭傲, 東中竜一郎. 「対話中の生体信号を用いた時系列モデルによる感情分類」人工知能学会全国大会 (JSAI2025), 2025. [论文]
  • [D6] 平井龍, 郭傲, 東中竜一郎. 「タスク指向型対話システムへの項目反応理論の適用によるユーザのタスク達成能力の推定」言語処理学会 第30回年次大会 (NLP2024), 2024.
  • [D5] 山下紗苗, 井上昂治, 郭傲, 望月翔太, 河原達也, 東中竜一郎. 「RealPersonaChat: 話者本人のペルソナと性格特性を含んだ雑談対話コーパス」言語処理学会 第30回年次大会 (NLP2024), 2024.
  • [D4] Zhiying Huang, Ao Guo, Jianhua Ma. “A Comparative Study of Content Dependent and Independent Emotion Recognition using Convolutional Neural Network Based on DEAP Dataset,” 人工知能学会全国大会 (JSAI2024), 2024. [论文]
  • [D3] 姜菁菁, 郭傲, 東中竜一郎. 「異種センサを用いたマルチモーダル対話データの収集とセンサ情報と主観評価の関係分析」人工知能学会全国大会 (JSAI2024), 2024. [论文]
  • [D2] 滝健太郎, 郭傲, 馬建華. 「マルチモーダル生理信号データを用いた眠気状態の多レベル分類」人工知能学会全国大会 (JSAI2024), 2024. [论文]
  • [D1] 平井龍, 大橋厚元, 郭傲, 東中竜一郎. 「タスク指向型対話システムにおけるチュートリアルを用いた発話理解の改善」人工知能学会全国大会 (JSAI2022), 2022. [论文]

非审稿论文

  • [N3] Ao Guo, Shota Mochizuki, Sanae Yamashita, Saya Nikaido, Tomoko Isomura, Ryuichiro Higashinaka. “Wizard-of-Oz Dialogue Data Collection for a Mobile Guide Robot,” 海报展示，4th Workshop on Spoken Dialogue Systems for Cybernetic Avatars (SDS4CA 2024), 2024.
  • [N2] Ryu Hirai, Shinya Iizuka, Haruhisa Iseno, Ao Guo, Jingjing Jiang, Atsumoto Ohashi, Ryuichiro Higashinaka. “Team Flow at DRC2023,” Dialogue Robot Competition, 2023. [论文]
  • [N1] Ryu Hirai, Atsumoto Ohashi, Ao Guo, Hideki Shiroma, Xulin Zhou, Yukihiko Tone, Shinya Iizuka, Ryuichiro Higashinaka. “Team Flow at DRC2022,” Dialogue Robot Competition, 2022. [论文]