Jiyi Li (李 吉屹)

Crowdsourcing Data Resource

Our resources (especially the publications and datasets) on the research of crowdsourcing. These datasets can be utilized for the research topics such as crowdsourced label aggregation (truth discovery) with diverse data formats. [URL] 

Personal Information 

Email: garfieldpigljy (at) gmail (dot) com

       jyli (at) ist (dot) hokudai (dot) ac (dot) jp

Associate Professor (April 2025 -- )

Knowledge-Base Laboratory, Graduate School of Information Science and Technology, Hokkaido University, Japan

Associate Professor (January 2024 -- March 2025)

Department of Computer Science and Engineering, University of Yamanashi, Japan

Assistant Professor (January 2018 -- December 2023)

Department of Computer Science and Engineering, University of Yamanashi, Japan

Visiting Researcher (June 2018 -- March 2020)

RIKEN Center for Advanced Intelligence Project (AIP), Japan

Research Interest

Main Research Interest: Crowdsourcing (Human Computation, Human-in-the-loop Machine Learning), Natural Language Processing, LLM Agents, Multimedia (Language, Image, Speech), Embodied AI, Data Mining
Other Research Interest in Past Research Experience: (Social) Image Retrieval, Web Mining, Recommendation System, Knowledge Discovery, Information Retrieval, Pattern Recognition, eScience

Education

I received B.S. and M.S. degrees from Department of Computer Science, Nankai University, China, in July 2005 and July 2008. I received Ph.D. degree from Graduate School of Informatics, Kyoto University, Japan, in September 2013.

Work Experience

Postdoctoral Researcher (October 2015 -- December 2017)

Machine Learning and Data Mining Research Laboratory (Kashima Laboratory), Department of Intelligence Science and Technology, Graduate School of Informatics, Kyoto University, Japan

On one hand, my research topic is related to quality control in crowdsourcing and crowdsourcing in data engineering. On the other hand, in the project of university of big data, which is a platform for data analysis competition, I take responsibility of data preparation of competitions and will take part in the development of this platform.

Postdoctoral Researcher (October 2013 -- September 2015)

Yoshikawa & Ma Laboratory, Department of Social Informatics, Graduate School of Informatics, Kyoto University, Japan

In the project of earth observation Data Integration and Analysis System program (DIAS), I took responsibility of the systems and affairs related to scientific metadata management, search, exchange and integration

Workshops

• The Special Session of LLM/GenAI-based Multimodal, Multilingual and Multitask Modeling Technologies for Robotic Systems at IEEE RO-MAN 2025, August 25-29th. Submission Deadline: March 31st, 2025 [Web Page]

• The Workshop of Multimodal, Multilingual and Multitask Modeling Technologies for Oriental Languages (M3Oriental), conjunction with ACM Multimedia Asia 2024, Dec. 3rd 2024. Workshop Paper Submission Deadline: Sep. 27th 2024 [Workshop Home Page][ACM Multimedia Asia 2024 Workshops]

• SIGIR Tokyo Japan IR Reading, 2024Fall, Nov. 09th 2024 [Web Page]

• The Workshop of Emerging Results in Data Science and Engineering (ERDSE), conjunction with DASFAA 2024, Jul. 2nd 2024. Workshop Paper Submission Deadline: Apr. 5th 2024 [Workshop Home Page]

• SIGIR Tokyo Japan IR Reading, 2024Spring, Jun. 15th 2024 [Web Page]

• The Workshop of Multimodal, Multilingual and Multitask Modeling Technologies for Oriental Languages (M3Oriental), conjunction with ACM Multimedia Asia 2023, Dec. 8th 2023. Workshop Paper Submission Deadline: Oct. 11st 2023 [Workshop Home Page][ACM Multimedia Asia 2023 Workshops]

Grant (研究費)

• "Learning Reliable Deep Models from Noise Labels by Crowdsourcing", JSPS Grant-in-Aid for Scientific Research (B) 23H03402 (23K28092), 14,400,000 Japanese yen, Apr. 2023 -- Mar. 2027. 

• "Cost Reduction Method in Crowdsourcing by Representation Learning", JKA Foundation Research Grant Program (Young Scholars), No. 2023M-342, Apr. 2023 ~ Mar. 2023, 2,000,000 Japanese yen.

  • 公益財団法人JKA 自転車等機械振興事業（補助事業番号：2023M-342）：2023年度　クラウドソーシングにおける表現学習によるコスト削減方法　補助事業　[事業の実施内容及び成果に関する報告書]　[補助事業概要の広報資料]

• "M3OLR: Towards Effective Multilingual, Multimodal and Multitask Oriental Low-resourced Language Speech Recognition", JSPS Grant-in-Aid for Scientific Research (C) 23K11227, Collaborator (Principle Investigator: Sheng Li) , 1,000,000 Japanese yen, Apr. 2023 -- Mar. 2026. 

• "A Study of Learning Reliable Deep Models from Crowdsourced Labels', Research Grant for Young Scholars funded by Yamanashi Prefecture, 1,000,000 Japanese yen, 2022. 

• "Positive Keyboard: New Intervention to Well-Being for Text Input'', JSPS Grant-in-Aid for Scientific Research (C) 20K11904, Collaborator (Principle Investigator: Kentaro Go) , 450,000 Japanese yen, Apr. 2020 -- Mar. 2023. 

• University of Yamanashi Young Researcher Grant 2019,  457,485 Japanese yen.

• University of Yamanashi Young Researcher Award 2019, 100,000 Japanese yen.

• "Machine Learning Methods for Cost Reduction in Label Collection by Crowdsourcing", JSPS KAKENHI Grant-in-Aid for Young Scientists 19K20277, Apr. 2019 ~ Mar. 2022, 3,000,000 Japanese yen.

• "Academic Paper Review Prediction by Multi-task Learning", KDDI Foundation Research Grant Program, Apr. 2019 ~ Mar. 2022, 3,000,000 Japanese yen.

• JST Sakura Science Plan, Dec. 2018, 2,422,000 Japanese yen.

• University of Yamanashi Young Researcher Grant 2018,  350,000 Japanese yen.

• National University Reform Reinforcement Promotion Grant , Jan. 2018~Mar.2018, 3,000,000 Japanese yen.

• International Information Science Foundation (IISF, Japan), Visiting Researcher Support Program for International Conference Presenter, July 2015 -- March 2016, 170,000 Japanese yen. (I canceled it because I did not successfully get the visa of Chile in time and failed to attend the expected international conference)

• Kyoto University Young Researcher Start-up Grant, "A Research on Search Refinement with User Interaction for User Intent based Information Retrieval", October 2013 -- March 2014, 350,000 Japanese yen

• NEC C&C Foundation Grants for International Conference Presenter, December 2011 -- April 2012, 220,000 Japanese yen

• 2011 Global COE Young Leader Fostering Program, Informatics Education and Research Center for Knowledge-Circulating Society, "Social Image Re-ranking with Multi-Modal Relevance Feedback", October 2011 -- March 2012, 400,000 Japanese yen

Award (受賞)

• The 19th (Year 2022) DBSJ Kambayashi Young Researcher Award, The Database Society of Japan (DBSJ), 2023.3.9.  第19回（2022年度）上林奨励賞、日本データベース学会。

Publication (International) (論文:国際)

2025

1. Jiyi Li, "Label Aggregation of Composite Crowd Tasks by Worker Ability Constraint Satisfaction", Proceedings of the 39th AAAI Conference on Artificial Intelligence (AAAI 2025), pp. 14283-14291, Feb. 2025. [URL(PDF)][slide][poster]

2024

2. Jiyi Li, "Human-LLM Hybrid Text Answer Aggregation for Crowd Annotations", Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024), pp. 15609-15622, Nov. 2024. [arXiv][URL(PDF)][Data]

3. Jiyi Li, "A Comparative Study on Annotation Quality of Crowdsourcing and LLM via Label Aggregation", Proceedings of the 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2024), pp. 6525-6529, Apr. 2024. [arXiv][URL(PDF)][Data]

4. Xiaotian Lu, Jiyi Li, Koh Takeuchi and Hisashi Kashima, "AHP-Powered LLM Reasoning for Multi-Criteria Evaluation of Open-Ended Responses", Proceeding of findings of the 2024 Conference on Empirical Methods in Natural Language Processing (Findings of EMNLP 2024), pp. 1847-1856, Nov. 2023. [arXiv][URL(PDF)]

5. Jun Cao, Jiyi Li, Ziwei Yang and Renjie Zhou, "Enhanced Multimodal Aspect-Based Sentiment Analysis by LLM-Generated Rationales", Proceedings of the 31st International Conference on Neural Information Processing (ICONIP 2024), to appear, Dec. 2024.

6. Xiaotian Lu, Jiyi Li, Zhen Wan, Xiaofeng Lin, Koh Takeuchi and Hisashi Kashima, "Evaluating Saliency Explanations in NLP by Crowdsourcing", Proceedings of  the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), pp. 6431–6443, May. 2024. [URL(PDF)]

7. Sheng Li, Jiyi Li and Chenhui Chu, "Voices of the Himalayas: Benchmarking Speech Recognition Systems for the Tibetan Language", International Journal of Asian Language Processing, Vol.34, No.1, 2450001, Jul. 2024. [URL(PDF)]

8. Sheng Li, Jiyi Li and Yang Cao, "Automatic Post-Editing of Speech Recognition System Output Using Large Language Models", DASFAA 2024 Workshop on Emerging Results in Data Science and Engineering (DASFAA 2024 ERDSE Workshop 2024), pp.178–186, Jul. 2024. 

9. Sheng Li, Jiyi Li and Yang Cao, "Phantom in the Opera: Adversarial Music Attack for Robot Dialogue System", Frontiers in Computer Science, Vol.6, Feb. 2024. [URL(PDF)]

10. Kun Yi, Ryu Yamagishi, Jiyi Li, Taishan Li, Zhengyang Bai and Qiang Ma, "User-Experience Oriented POI Recommendation with Pseudo Rating", Multimedia Tools and Applications, Jun. 2024. [URL]

11. Jing An, Yanbing Bai, Jiyi Li, Lifei Wang, Yuyi Jiang and Yikui Zhang, "Cantonese Dialect Transcription in Diverse Sophisticated Scenarios via the OpenAI Whisper Speech Recognition Model", Proceedings of the 31st International Conference on Neural Information Processing (ICONIP 2024), to appear, Dec. 2024. 

12. Jing An, Yanbing Bai, Jiyi Li, Rui Li, Yuxi Xiao, Rui Hua and Junjie Hu, "Evaluating Performance of LLaMA2 Large Language Model Enhanced by QLoRA Fine-Tuning for English Grammatical Error Correction", Proceedings of the 35th International Conference on Database and Expert Systems Applications (DEXA 2024), pp. 194-206, Aug. 2024. 

13. Jingzheng Li, Hailong Sun, Lei Chai, Jiyi Li, "Target Structure Learning Framework for Unsupervised Multi-Class Domain Adaptation", ACM Transactions on Multimedia Computing, Communications, and Applications, Aug. 2024. [URL][Code]

14. Fan Yu, Beibei Zhang, Yaqun Fang, Jia Bei, Tongwei Ren, Jiyi Li and Luca Rossetto, "Reproducibility Companion Paper of “MMSF: A Multimodal Sentiment-Fused Method to Recognize Video Speaking Style", Proceedings of the 2024 ACM International Conference on Multimedia Retrieval (ICMR 2024), pp. 1232-1235, Jun. 2024. 

15. Panitan Muangkammuen, Fumiyo Fukumoto, Jiyi Li and Yoshimi Suzuki, "Improving Peer-Review Score Prediction via Pretrained Model with Intermediate-Task Training", Proceedings of the 2024 international conference on ubiquitous information management and communication (IMCOM 2024), pp. 1-5, Jan. 2024. [URL] 

16. Xinfeng Wang, Fumiyo Fukumoto, Jin Cui, Yoshimi Suzuki, Jiyi Li and Dongjin Yu, "CaDRec: Contextualized and Debiased Recommender Model", Proceeding of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024), pp. 405-415, Jul. 2024. 

17. Jin Cui, Fumiyo Fukumoto, Xinfeng Wang, Yoshimi Suzuki, Jiyi Li, Noriko Tomuro and Wanzeng Kong, "Enhanced Coherence-Aware Network with Hierarchical Disentanglement for Aspect-Category Sentiment Analysis", Proceeding of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), pp. 5843–5855, May. 2024. [URL(PDF)]

2023

18. Jiyi Li, "Learning Representations for Sparse Crowd Answers", Proceedings of the 30th International Conference on Neural Information Processing (ICONIP 2023), Part 6, LNCS, pp. 468-480, Nov. 2023. [URL][PDF]

19. Xiaotian Lu, Jiyi Li, Koh Takeuchi, Hisashi Kashima, "Multiview Representation Learning from Crowdsourced Triplet Comparisons", Proceedings of the ACM Web Conference 2023 (WWW 2023), pp. 3827-3836, Apr. 2023. [URL(PDF)][arXiv][Code]

20. Longfei Yang, Jiyi Li, Sheng Li and Takahiro Shinozaki, "Multi-Domain Dialogue State Tracking with Disentangled Domain-Slot Attention", Proceeding of findings of the 61st Annual Meeting of the Association for Computational Linguistics (Findings of ACL 2023), pp. 4928-4938, Jul. 2023. [URL(PDF)][Code]

21. Longfei Yang, Jiyi Li, Sheng Li and Takahiro Shinozaki, "Dialogue State Tracking with Sparse Local Slot Attention", Proceeding of the 5th Workshop on NLP for ConvAI (NLP4ConvAI, conjunction with ACL 2023), pp. 39-46, Jul. 2023. [URL(PDF)]

22. Zhe Chen, Jiyi Li, Fumiyo Fukumoto, Peng Liu, Yoshimi Suzuki, "Vision-Language Navigation for Quadcopters with Conditional Transformer and Prompt-based Text Rephraser", Proceedings of the 2023 International Conference on ACM Multimedia Asia (MM Asia 2023), pp. 76:1-76:7, Dec. 2023. [URL][PDF][Code]

23. Zhiwei Zhang, Jiyi Li, Fumiyo Fukumoto, "An Efficient Approach for Improving the Recall of Rough Abstract Retrieval in Scientific Claim Verification", Proceeding of the 32th International Conference on Artificial Neural Networks (ICANN 2023), pp. 63-74, Sep. 2023. [URL]

24. Sheng Li, Jiyi Li, "Correction while Recognition: Combining Pretrained Language Model for Taiwan-accented Speech Recognition", Proceeding of the 32th International Conference on Artificial Neural Networks (ICANN 2023), pp. 389-400, Sep. 2023. [URL]

25. Jiangjiang Zhao, Jiyi Li, Fumiyo Fukumoto, "Hierarchy-aware Bilateral-Branch Network for Imbalanced Hierarchical Text Classification", Proceedings of the 34th International Conference on Database and Expert Systems Applications (DEXA 2023), pp. 143-157, Aug. 2023. [URL][PDF][Code]

26. Zhenyang Zhu, Jiyi Li, Ying Tang, Kentaro Go, Masahiro Toyoura, Kenji Kashiwagi, Issei Fujishiro and Xiaoyang Mao, "CC-Glasses: Color Communication Support for People with Color Vision Deficiency Using Augmented Reality and Deep Learning", Proceedings of the 13th International Conference on Augmented Humans (Ahs 2023), pp. 190-199, Mar. 2023. [URL][PDF]

27. Xiaojiao Chen, Sheng Li, Jiyi Li, Hao Huang, Yang Cao, Liang He, "Reprogramming Self-supervised Learning-based Speech Representations for Speaker Anonymization", Proceedings of the 2023 International Conference on ACM Multimedia Asia (MM Asia 2023), pp. 93:1-93:5, Dec. 2023. [URL(PDF)]

28. Xiaojiao Chen, Sheng Li, Jiyi Li, Yang Cao, Hao Huang, Liang He, "GhostVec: A New Threat to Speaker Privacy of End-to-End Speech Recognition System", Proceedings of the 2023 International Conference on ACM Multimedia Asia (MM Asia 2023), pp. 94:1-94:5, Dec. 2023. [URL(PDF)]

29. Sheng Xu, Suzuki Yoshimi, Jiyi Li, Fumiyo Fukumoto, "Decoupling Style from Contents for Positive Text Reframing", Proceedings of the 30th International Conference on Neural Information Processing (ICONIP 2023), Part 13, CCIS, pp. 73-84, Nov. 2023. [URL][Code]

30. Sheng Xu, Fumiyo Fukumoto, Jiyi Li, Go Kentaro and Yoshimi Suzuki, "Learning Disentangled Meaning and Style Representations for Positive Text Reframing", Proceedings of the 16th International Natural Language Generation Conference (INLG 2023), pp. 424–430, Sep. 2023. [URL(PDF)]

31. Wenqing Wei, Zhengdong Yang, Gao Yuan, Jiyi Li, Chenhui Chu, Shogo Okada, Sheng Li, "FedCPC: an Effective Federated Contrastive Learning Method for Privacy Preserving Early-Stage Alzheimer’s Speech Detection", Proceedings of the 2023 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU 2023), pp. 1-6, Dec. 2023. 

32. Rizky Adi, Bassamtiano Renaufalgi Irnawan, Jiyi Li, "Tackling an Unbalanced Dataset for Classifying Indonesian E-Commerce Reviews Using Multi Word Embedding Model", Proceedings of the Eighth International Conference on Informatics and Computing (ICIC 2023), pp. 1-7, Dec. 2023. [URL]

33. Wenhui Zhou, Jinyu Liu, Jiefeng Li, Jiyi Li, Lili Lin, Fumiyo Fukumoto, Guojun Dai, "Style-independent Radical Sequence learning for Zero-shot Recognition of Small Seal Script", Journal of the Franklin Institute, Vol. 360, Iss. 16, pp. 11295-11313, Nov. 2023. [URL(PDF)][Code]

34. Aiyue Gong, Fumiyo Fukumoto, Panitan Muangkammuen, Jiyi Li, Dongjin Yu, "Identifying Self-Admitted Technical Debt with Context-based Ladder Network", Proceedings of the 30th International Conference on Neural Information Processing (ICONIP 2023), Part 15, CCIS, pp. 84-97, Nov. 2023. [URL]

35. Panitan Muangkammuen, Fumiyo Fukumoto, Jiyi Li and Yoshimi Suzuki, "Intermediate-Task Transfer Learning for Peer Review Score Prediction", Proceedings of Student Research Workshop of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (IJCNLP-AACL 2023 SRW), Nov. 2023. [URL(PDF)][Code]

36. Hiroyuki Fukasawa, Kentaro Go, Fumiyo Fukumoto, Jiyi Li, Yuichiro Kinoshita, "Creating a Positive Reframing Dictionary using Machine Learning", Proceedings of the 25th International Conference on Human-Computer Interaction (HCI INTERNATIONAL 2023), pp. 411-417, Jul. 2023. [URL]

37. Jin Cui, Fumiyo Fukumoto, Xinfeng Wang, Yoshimi Suzuki, Jiyi Li and Wanzeng Kong, "Aspect-Category Enhanced Learning with a Neural Coherence Model for Implicit Sentiment Analysis", Proceeding of findings of the 2023 Conference on Empirical Methods in Natural Language Processing (Findings of EMNLP 2023), pp. 11345–11358, Dec. 2023. [URL(PDF)][Code]

38. Xinfeng Wang, Fumiyo Fukumoto, Jin Cui, Yoshimi Suzuki, Jiyi Li, Dongjin Yu, "EEDN: Enhanced Encoder-Decoder Network with Local and Global Context Learning for POI Recommendation", Proceeding of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2023), pp. 383-392, Jul. 2023. [URL(PDF)][PDF][Code]

2022

39. Jiyi Li, "Context-based Collective Preference Aggregation for Prioritizing Crowd Opinions in Social Decision-making", Proceedings of the ACM Web Conference 2022 (WWW 2022), pp. 2657-2667, Apr. 2022. [URL][PDF]

40. Jingzheng Li, Hailong Sun and Jiyi Li, "Beyond confusion matrix: learning from multiple annotators with awareness of instance features", Machine Learning, 112, pp. 1053-1075, 2022. (2021 JCR Impact Factor: 5.414). [URL(PDF)]

41. Sheng Li, Jiyi Li, Qianying Liu and Zhuo Gong, "An End-to-End Chinese and Japanese Bilingual Speech Recognition Systems with Shared Character Decomposition", Proceedings of the 29th International Conference on Neural Information Processing (ICONIP 2022), pp. 493–503, Nov. 2022. [URL][PDF]

42. Jiangjiang Zhao, Jiyi Li and Fumiyo Fukumoto, "BBSN: Bilateral-Branch Siamese Network for Imbalanced Multi-label Text Classification", Proceedings of the 29th International Conference on Neural Information Processing (ICONIP 2022), pp. 384–396, Nov. 2022. [URL][PDF][Code]

43. Guoxi Zhang, Jiyi Li and Hisashi Kashima, "Improving Pairwise Rank Aggregation via Querying for Rank Difference", Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics (DSAA 2022), pp. 1-9, Oct. 2022. [URL][PDF][Video]

44. Longfei Yang, Jiyi Li, Sheng Li, Takahiro Shinozaki, "Multi-Domain Dialogue State Tracking with Top-K Slot Self Attention", Proceedings of the 23rd Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL 2022), pp. 231-236, Sep. 2022. [URL(PDF)]

45. Sheng Li, Jiyi Li, Qianying Liu, Zhuo Gong, "Adversarial Speech Generation and Natural Speech Recovery for Speech Content Protection", Proceedings of the 13th Language Resources and Evaluation Conference (LREC 2022), pp. 7291-7297, Jun. 2022. [URL(PDF)]

46. Tianxiang Hu, Jiyi Li, Fumiyo Fukumoto and Renjie Zhou, "A Multi-task based Bilateral-Branch Network for Imbalanced Citation Intent Classification", Proceedings of the 2022 international conference on ubiquitous information management and communication (IMCOM 2022), pp. 1-8, Jan. 2022. [URL][PDF]

47. Panitan Muangkammuen, Fumiyo Fukumoto, Jiyi Li and Yoshimi Suzuki, "Exploiting Labeled and Unlabeled Data via Transformer Fine-tuning for Peer-Review Score Prediction", Proceeding of findings of the 2022 Conference on Empirical Methods in Natural Language Processing (Findings of EMNLP 2022), pp. 2233-2240, Dec. 2022. [URL(PDF)][Code]

48. Xinfeng Wang, Fumiyo Fukumoto, Jiyi Li, Dongjin Yu, Xiaoxiao Sun, "STaTRL: Spatial-temporal and text representation learning for POI recommendation", Applied Intelligence, 53, pp. 8286–8301,  2022. (2021 JCR Impact Factor: 5.019) [URL(PDF)]

49. Longfei Yang, Wenqing Wei, Sheng Li, Jiyi Li and Takahiro Shinozaki, "Augmented Adversarial Self-Supervised Learning for Early-Stage Alzheimer's Speech Detection", Proceedings of the 23rd Annual Conference of the International Speech Communication Association (INTERSPEECH 2022), pp. 541--545, Sep. 2022. [URL(PDF)]

50. Jing An, Yecheng Tang, Yanbing Bai, Jiyi Li, "Word Alignment based Transformer Model for XML Structured Documentation Translation", Proceedings of the 33rd International Conference on Database and Expert Systems Applications (DEXA 2022), pp. 316-322, Aug. 2022. [URL][PDF]

2021

51. Jiyi Li and Fumiyo Fukumoto,  "Multi-task Neural Shared Structure Search: A Study based on Text Mining", the 26th International Conference on Database Systems for Advanced Applications (DASFAA 2021), pp. 202-218, virtual event, Apr. 2021. [URL][PDF]

52. Jiyi Li, Lucas Ryo Endo and Hisashi Kashima, "Label Aggregation for Crowdsourced Triplet Similarity Comparisons", Proceedings of the 28th International Conference on Neural Information Processing (ICONIP 2021), pp. 176-185, Dec. 2021. [URL][PDF]

53. Jingzheng Li, Hailong Sun, Jiyi Li, Zhijun Chen, Renshuai Tao, Yufei Ge, "Learning from Multiple Annotators by Incorporating Instance Features", IJCAI 2021 Workshop on Weakly Supervised Representation Learning (IJCAI 2021 WSRL Workshop 2021), Aug. 2021. [arXiv]

54. Zhiwei Zhang, Jiyi Li, Fumiyo Fukumoto, Yanming Ye, "Abstract, Rationale, Stance: A Joint Model for Scientific Claim Verification", Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021), pp. 3580–3586, Nov. 2021. [URL(PDF, Video)]

55. Sheng Xu, Fumiyo Fukumoto, Jiyi Li and Yoshimi Suzuki, "Paraphrase Identification with Neural Elaboration Relation Learning", Proceedings of the 28th International Conference on Neural Information Processing (ICONIP 2021), pp. 562-573, Dec. 2021. [URL]

56. Fumiyo Fukumoto, Taishin Mishima, Jiyi Li and Yoshimi Suzuki, "Neural Local and Global Contexts Learning for Word Sense Disambiguation", Proceedings of the 28th International Conference on Neural Information Processing (ICONIP 2021), pp. 537-549, Dec. 2021. [URL]

57. Kentaro Go, Yuki Moriya, Yuichiro Kinoshita, Jiyi Li and Fumiyo Fukumoto, "Happy Text Entering: Promoting Subjective Well-being using an Input Method for Presenting Positive Words and Phrases", Proceedings of the 33rd Australian Conference on Human-Computer Interaction (OzCHI 2021) Late-Breaking Works, to appear, Nov. 2021. [URL(HTML)]

2020

58. Jiyi Li, Yasushi Kawase, Yukino Baba, Hisashi Kashima, "Performance as a Constraint: An Improved Wisdom of Crowds Using Performance Regularization", the 29th International Joint Conference on Artificial Intelligence (IJCAI 2020), pp. 1534-1541, Jul. 2020. [URL(PDF, Video)] 

59. Jiyi Li, "Crowdsourced Text Sequence Aggregation based on Hybrid Reliability and Representation", the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020), Virtual event, pp. 1761-1764, Jul. 2020. [URL] [PDF] [Data]

60. Jiyi Li, Ayaka Sato, Kazuya Shimura and Fumiyo Fukumoto, "Multi-task Peer-Review Score Prediction", The First Workshop on Scholarly Document Processing (SDP 2020, conjunction with EMNLP2020), Virtual event,  pp. 121-126, Nov. 2020. [URL(PDF)] 

61. Yukino Baba, Jiyi Li, Hisashi Kashima, "CrowDEA: Multi-view Idea Prioritization with Crowds", the eighth AAAI Conference on Human Computation and Crowdsourcing (HCOMP 2020), Virtual event, 8(1), pp. 23-32. [URL(PDF)]

62. Xingkun Zuo, Jiyi Li, Qili Zhou, Jianjun Li, Xiaoyang Mao, "AffectI: A Game for Diverse, Reliable, and Efficient Affective Image Annotation", the 28th ACM International Conference on Multimedia (MM 2020), Virtual event, pp. 529-537, Oct. 2020. [URL][PDF] (oral presentation;  oral rate: 144/1698≈8.5%; acceptance rate: 27.9%) 

63. Wenshuo Yang, Jiyi Li, Fumiyo Fukumoto and Yanming Ye, "HSCNN: A Hybrid-Siamese Convolutional Neural Network for Extremely Imbalanced Multi-label Text Classification", the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020), Virtual event, pp. 6716–6722, Nov. 2020. [URL(PDF)] 

64. Chuandong Su, Fumiyo Fukumoto, Xiaoxi Huang, Jiyi Li, Rongbo Wang and Zhiqun Chen, "DeepMet: A Reading Comprehension Paradigm for Token-level Metaphor Detection", The Second Workshop on Figurative Language Processing (FigLang 2020, conjunction with ACL 2020), first place of the Metaphor detection shared task, pp. 30-39, Jul. 2020. [URL][Code]

65. Chuandong Su, Xiaoxi Huang, Fumiyo Fukumoto, Jiyi Li, Rongbo Wang, Zhiqun Chen, "English and Chinese Neural Metonymy Recognition Based on Semantic Priority Interruption Theory", IEEE Access 8, pp. 30060-30068, 2020. [URL] (2018 JCR Impact Factor: 4.098)

66. Sheng Xu, Xingfa Shen, Fumiyo Fukumoto, Jiyi Li, Yoshimi Suzuki and Hiromitsu Nishizaki, "Paraphrase Identification with Lexical, Syntactic and Sentential Encodings", Applied Sciences, 10(12): 4144, Jun. 2020.  [URL] (Impact Factor 2019: 2.474)

67. Panitan Muangkammuen, Sheng Xu, Fumiyo Fukumoto, Kanda Runapongsa Saikaew and Jiyi Li, "A Neural Local Coherence Analysis Model for Text Clarity Scoring",  The 28th International Conference on Computational Linguistics (COLING 2020), pp. 2138-2143, Virtual event, Dec. 2020. 

2019

68. Jiyi Li, "Budget Cost Reduction for Label Collection with Confusability Based Exploration", the 26th International Conference on Neural Information Processing of the Asia-Pacific Neural Network (ICONIP 2019), Sydney, pp.231-241, Dec.2019. [PDF]

69. Jiyi Li, Fumiyo Fukumoto, "A Dataset of Crowdsourced Word Sequences:  Collections and Answer Aggregation for Ground Truth Creation", the 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP 2019) Workshop on Aggregating and analysing crowdsourced annotations for NLP (AnnoNLP 2019), Hong Kong, pp. 24–28, Nov. 2019. [URL][Data and Code]

70. Kazuya Shimura, Jiyi Li, Fumiyo Fukumoto, "Text Categorization by Learning Predominant Sense of Words as Auxiliary Task", the 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019), Florence, pp.1109-1119, Jul. 2019.  [URL][Code]

71. 李吉屹, 馬場雪乃, 鹿島久嗣, “超問題：専門知識を要するクラウドソーシングタスクの回答統合法”, 日本データベース学会和文論文誌 Vol.17-J (DBSJ Journal), Article No.8, 2019 年 3 月. (In Japanese) [URL]

2018

72. Jiyi Li, Yukino Baba, Hisashi Kashima, "Simultaneous Clustering and Ranking from Pairwise Comparisons",  the 27th International Joint Conference on Artificial Intelligence (IJCAI'18), Stockholm, pp.1554-1560, Jul.2018. [URL]

73. Jiyi Li, Yukino Baba, Hisashi Kashima,  "Incorporating Worker Similarity for Label Aggregation in Crowdsourcing", The 27th International Conference on Artificial Neural Networks (ICANN'18), Rhodes, pp.596-606, Oct.2018. [PDF]

74. Kazuya Shimura, Jiyi Li, Fumiyo Fukumoto, "HFT-CNN: Learning Hierarchical Category Structure for Multi-label Short Text Categorization", the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP 2018), Brussels, pp.811-816, Nov.2018. [URL][Code]

2017

75. Jiyi Li, Yukino Baba, Hisashi Kashima, "Hyper Questions: Unsupervised Targeting of a Few Experts in Crowdsourcing", the 26th ACM International Conference on Information and Knowledge Management (CIKM '17), Singapore, pp.1069-1078, Nov. 2017. [PDF][Data][Data2withTextContent] 

76. Jiyi Li, Tomohiro Arai, Yukino Baba, Hisashi Kashima, Shotaro Miwa, "Distributed Multi-task Learning for Sensor Network", the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD '17), Skopje, pp. 657-672, Sep. 2017. [PDF]

77. Jiyi Li, Hisashi Kashima, "Iterative Reduction Worker Filtering for Crowdsourced Label Aggregation", The 18th International Conference on Web Information Systems Engineering (WISE '17), pp. 46-54, Moscow, Oct. 2017. [PDF][Slide] [Presentation]

78. Jiuding Duan, Jiyi Li, Yukino Baba and Hisashi Kashima, "A Generalized Model for Multidimensional Intransitivity", The 21st Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD '17), pp. 840-852, Jeju, South Korea, May. 2017. [Link][PDF]

----Before 2016----

79. Jiyi Li, Masatoshi Yoshikawa, "Evaluation with Confusable Ground Truth", The Twelfth Asia Information Retrieval Societies Conference (AIRS '16), pp. 363-369, Beijing, China, Dec. 2016. [Link] 

80. Jiyi Li, Yasuhito Asano, Toshiyuki Shimizu, Masatoshi Yoshikawa, "A Dynamic-Static Approach of Model Fusion for Document Similarity Computation", 16th International Conference on Web Information System Engineering (WISE '15), pp. 353-368, Miami, USA, Nov. 2015. [Link]

81. Jiyi Li, "Reachability based Ranking in Interactive Image Retrieval", The 38th International ACM SIGIR conference on research and development in Information Retrieval (SIGIR '15), pp. 867-870, Santiago, Chile, Aug. 2015. [URL][Link][Poster]

82. Jiyi Li, "A Multi-Round Global Performance Evaluation Method for Interactive Image Retrieval", The 16th International Conference on Web-Age Information Management (WAIM '15), Qingdao, LNCS 9098, pp.161-168, Jun. 2015. [Link]

83. Jiyi Li, Toshiyuki Shimizu, Masatoshi Yoshikawa, "Document Similarity Computation by Combining Multiple Representation Models", 16th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD '15), Takamatsu, pp.521-526, Jun. 2015. [Link]

84. Jiyi Li, "Domain specific commonsense relation extraction from bag of concepts metadata", Proceedings of the 9th International Conference on Ubiquitous Information Management and Communication (IMCOM '15), No. 96, Jan. 2015. [Link]

85. Toshiyuki Shimizu, Masafumi Ono, Asanobu Kitamoto, Hiroko Kinutani, Kaori Kuroiwa, Nakahara Yoko, Satoko Miura, Masatoshi Yoshikawa, Jiyi Li, "The effort in DIAS toward sharing earth science data by metadata management", Japan Geoscience Union (JpGU), Session M-GI36, May. 2015. (No Peer Review)

86. Jiyi Li, "Map Route Ranking with Weighted Distance using Environmental Factors", arXiv:1404.0934, Apr. 2014. (No Peer Review) [Link]

87. Hiroko Kinutani, Toshiyuki Shimizu, Jiyi Li and Masatoshi Yoshikawa, "DIAS Data Release and the Cooperation Among Data Centers by Metadata", Asia Oceania Geosciences Society (AOGS), IG32-ST31-AS53-A011, Aug. 2014. (No Peer Review)

88. Hiroko Kinutani, Toshiyuki Shimizu, Jiyi Li, Yoko Nakahara, Masatoshi Yoshikawa, Masaru Kitsuregawa, and Toshio Koike, "The Data Release of Earth Observation Project Data Products Considering Data Provider’s Policies by DIAS", Japan Geoscience Union (JpGU), Session A-CG38, May. 2014. (No Peer Review)

89. Masatoshi Yoshikawa, Toshiyuki Shimizu, Jiyi Li, Yoko Nakahara, Hiroko Kinutani, "Development of DIAS Metadata System", Japan Geoscience Union (JpGU), Session U-01, May. 2014. (No Peer Review)

90. Jiyi Li, "A Study on Image Retrieval in Social Image Hosting Websites", Doctoral Dissertation, Sep. 2013.

91. Jiyi Li, Qiang Ma, Yasuhito Asano and Masatoshi Yoshikawa, "Tag Quality Improvement for Social Image Hosting Website", IPSJ Transactions on Databases (TOD), Vol.6, No.3, pp.177-186, Jun. 2013. [Link]

92. Jiyi Li, Qiang Ma, Yasuhito Asano, Masatoshi Yoshikawa, "Potential Semantics in Multi-modal Relevance Feedback Information for Image Retrieval", Proceedings of the 37th Annual IEEE Computer Software and Applications Conference (COMPSAC 2013) Special Sessions on Fast Abstracts, pp.830-831, Jul. 2013. [Link]

93. Jiyi Li, Qiang Ma, Yasuhito Asano and Masatoshi Yoshikawa, "Improving Content-based Social Image Retrieval based on an Image-Tag Relationship Model", IPSJ Transactions on Databases (TOD), Vol.5, No.3, pp.117-125, Sep. 2012. [Link]

94. Jiyi Li, Qiang Ma, Yasuhito Asano and Masatoshi Yoshikawa, "Re-ranking Content-Based Social Image Retrieval by Multi-modal Relevance Feedback", DBSJ Journal, Vol.11, No.1, pp.67-72, Jun. 2012. [Link]

95. Jiyi Li, Qiang Ma, Yasuhito Asano and Masatoshi Yoshikawa, "Improving Folksonomy Tag Quality of Social Image Hosting Website", Proceedings of the 13th International Conference on Web-Age Information Management (WAIM2012) workshops on Unstructured Data Management (USDM2012), Harbin, LNCS 7419, pp.264-275, Aug. 2012. [Link]

96. Jiyi Li, Qiang Ma, Yasuhito Asano and Masatoshi Yoshikawa, "Re-ranking by Multi-modal Relevance Feedback for Content-Based Social Image Retrieval", Proceedings of the 14th Asia-Pacific Web Conference (APWeb2012), Kunming, LNCS 7235, pp.399-410, Apr. 2012. [Link]

97. Jiyi Li, Qiang Ma, Yasuhito Asano and Masatoshi Yoshikawa, "Ranking Content-Based Social Images Search Results with Social Tags", Proceedings of the Seventh Asia Information Retrieval Societies Conference (AIRS2011), Dubai, LNCS 7097, pp.147-156, Dec. 2011. [Link]

98. Jiyi Li, "Context-based image re-ranking for content-based image retrieval", Proceedings of the 2011 IEEE Symposium on Computational Intelligence for Multimedia, Signal and Vision Processing (CIMSIVP2011), Paris, pp.39-46, Apr. 2011. [Link]

----Before 2010----

99. Jiyi Li, "A Research on Palmprint Feature Processing", (In Chinese), Master Dissertation, May. 2008.

100. Jiyi Li, Guangshun Shi, Yan Zheng and Yuanfang Liu, "The Research on Offline Palmprint Identification", Proceedings of the 2009 WRI World Congress on Computer Science and Information Engineering (CSIE'09), Los Angeles, pp.587-590, Apr. 2009. [pdf]

101. Jiyi Li and Guangshun Shi, "A Novel Palmprint Feature Processing Method based on Skeleton Image", Proceedings of the 2008 IEEE International Conference on Signal Image Technology and Internet Based Systems - Volume 00 (SITIS'08), Bali, pp.221-228, Dec. 2008. [pdf]

102. Jiyi Li, Guangshun Shi, Qiu Feng and Hongwu Wan, "A New Point Pattern Matching Method for Palmprint", Proceedings of the 2007 International Conference on Artificial Intelligence and Pattern Recognition (AIPR-07), Orlando, pp. 302-306, Jul. 2007. [pdf]

103. Yan Zheng, Yuanfang Liu, Guangshun Shi, Jiyi Li and Qingren Wang, "Segmentation of Offline Palmprint", Proceedings of the 2007 Third international IEEE Conference on Signal-Image Technologies and internet-Based System - Volume 00 (SITIS'07), Shanghai, pp.804-811, Dec. 2007. [pdf]

104. Zhenyu Qi, Jing Xu, Jiyi Li and Guangshun Shi, "Automatic performance evaluation of palmprint recognition", Computer Engineering and Applications, 43(28): 214-216, 2007. (In Chinese) [Link] 

Publication and Presentations (Domestic) (論文や発表:国内)

105. 郷間 豊人, 李 吉屹, 郷 健太郎, “大規模言語モデルに基づく絵文字理解”, 第17回データ工学と情報マネジメントに関するフォーラム (DEIM2025), 2025年2月. (査読なし, No Peer-Review). 

106. Jun Cao, Jiyi Li, Ziwei Yang,“Multi-modal aspect based sentiment analysis:Generating Explanation from Large Language Model”, 第23回情報科学技術フォーラム (FIT2024), F-046, 2024年9月. (査読なし, No Peer-Review). 

107. 近藤 拓未, 竹内 孝, 李 吉屹, 齊藤 秀, 鹿島 久嗣, “大規模言語モデルを用いた質問応答文の自動評価とプロンプトインジェクションへの対処”, 第38回人工知能学会全国大会 (JSAI2024), 2G4-GS-6-01, 2024年5月. (査読なし, No Peer-Review)

108. Zhe Chen, Jiyi Li, Fumiyo Fukumoto, Peng Liu, Yoshimi Suzuki, “条件付きトランスフォーマーとテキストリフレーサーに基づくクワッドローター用視覚言語ナビゲーション”, 第16回データ工学と情報マネジメントに関するフォーラム (DEIM2024), 2024年2月. (査読なし, No Peer-Review)

109. 郷間豊人, 李吉屹, 福本文代, 郷健太郎, “Twitterを用いた絵文字の感性と感情ラベル付与”, 第15回データ工学と情報マネジメントに関するフォーラム (DEIM2023), 2023年3月. (査読なし, No Peer-Review) 

110. 平野秀典, 福本文代, 李吉屹, 郷健太郎, “距離学習に基づくリフレーミング辞書の構築”, 第15回データ工学と情報マネジメントに関するフォーラム (DEIM2023), 2023年3月. (査読なし, No Peer-Review) 

111. Yingxuan Yuan, Sheng Xu, Jiyi Li, Fumiyo Fukumoto and Kentaro Go, “ノンパラレルデータを用いたパラレルデータの作成に基づくテキストセ ンチメント変換”, 第15回データ工学と情報マネジメントに関するフォーラム (DEIM2023), 2023年3月. (査読なし, No Peer-Review) 

112. Panitan Muangkammuen, 福本文代, 李吉屹, 鈴木良弥, “Improving Peer-Review Score Prediction with Semi-Supervised Learning and Denoising Networks”, 言語処理学会第29回年次大会 (NLP2023), 2023年3月. (査読なし, No Peer-Review)

113. 徐勝, 鈴木良弥, 李吉屹, 郷健太郎, 福本文代, “Disentangling Meaning and Style for Positive Text Reframing”, 言語処理学会第29回年次大会 (NLP2023), 2023年3月. (査読なし, No Peer-Review)

114. Jifei Li, Kentaro Go, Yuichiro Kinoshita, Jiyi Li, and Fumiyo Fukumoto, "Improving Users’ Subjective Well-Being with a Japanese Reframing Keyboard", 日本バーチャルリアリティ学会研究報告, VR 学研報 Vol.27, No.CS-2, CSVC 2022-9, pp. 13-18, 2022.6.29. 

115. 浅川翔, 鈴木良弥, 李吉屹, 福本文代, “局所および大域的特徴量に基づく語義の曖昧性解消”, 言語処理学会第28回年次大会 (NLP2022), 2022年3月. (査読なし, No Peer-Review) 

116. 小杉宥斗, 李吉屹, 福本文代, “低リソースの意見要約のための教師なしドメイン適応”, 言語処理学会第28回年次大会 (NLP2022), 2022年3月. (査読なし, No Peer-Review)

117. 李紀飛，郷健太郎，木下雄一朗，李吉屹，福本文代，“リフレーミングキーボードによるユーザの主観的幸福度の向上”, 第23回日本感性工学会大会, 2021年9月. 

118. 左幸坤, 李吉屹, 茅暁陽，“画像におけるゲームによる多様・信頼的・効率的な感情アノテーション”, 第13回データ工学と情報マネジメントに関するフォーラム (DEIM2021), D14-4, 2021年3月.

119. 志村和也,  李吉屹,  福本文代 , "Fine-tuningに基づくショートテキストの自動分類", 信学技報第13回テキストアナリティクス・シンポジウム, 118(210): 73-78, 2018年9月.(査読なし, No Peer-Review) 

120. 李吉屹, 馬場 雪乃, 鹿島 久嗣, "超問題: 専門知識を要するクラウドソーシングタスクの回答統合法", 第10回データ工学と情報マネジメントに関するフォーラム (DEIM2018), G6-4, 2018年3月. (査読なし, No Peer-Review) 

121. Jiuding Duan, Jiyi Li, Yukino Baba, Hisashi Kashima, "A Generalized Model for Multi-dimensional Intransitivity", The 19th Information-Based Indection Sciences Workshop (IBIS2016), Nov. 2016. (IEICE technical report, 116(300), pp. 375-380, Nov. 2016, IBISML2016-98)

122. Jiyi Li, Toshiyuki Shimizu, Yasuhito Asano, Masatoshi Yoshikawa, "Improving Document Similarity Computation by Model Performance Prediction", The 7th Forum on Data Engineering and Information Management (DEIM2015), D5-4, Mar. 2015. (No Peer Review) [Link]

123. Jiyi Li, Toshiyuki Shimizu, Masatoshi Yoshikawa, "Semantic Knowledge Base Construction from Domain-Specified Metadata", The 6th Forum on Data Engineering and Information Management (DEIM2014), C1-1, Mar. 2014. (No Peer Review) [Link]

124. Jiyi Li, Qiang Ma, Yasuhito Asano, Masatoshi Yoshikawa, "User Intention in Image Retrieval and Small-Granularity Query Topic Intention Detection", The 5th Forum on Data Engineering and Information Management (DEIM2013), A10-5, Mar. 2013. (No Peer Review) [Link]

125. Jiyi Li, Qiang Ma, Yasuhito Asano, Masatoshi Yoshikawa, "Multi Modal Relevance Feedback for Content Based Social Image Retrieval", The 5th International Workshop with Mentors on Databases, Web and Information Management for Young Researchers (iDB Workshop 2013), Jul. 2013. (No Peer Review)

Academic Experience 

Program Committee 

• SoICT2017, IJCAI2018, IJCAI2019, ICANN2019, AAAI2020, ICME2020, ACL2020, IJCAI2020, EMNLP2020, NIPS2020, AAAI2021, ACL2021, EMNLP2021, NeurIPS2021, AAAI2022, IJCAI2022, ICML2022, EMNLP2022, EACL2023, IJCAI2023, ICME2023, ACL2023, EMNLP2023, AAAI2024, MMM2024, ICME2024, ICMR2024, JSAI2024,　GCCE2024, EMNLP2024 (Area Chair), SIGIRAP2024, CW2024, MMAsia2024, ACL2025 (Area Chair). 

Reviewer 

• AIRS2010, WAIM2011, Frontiers of Computer Science in China, IMMM2012, DEXA2014, DEXA2015, KDD2016, DBKDA2016, IEICE Transactions, IPSJ TOD, AAAI2017, IJCAI2017, KDD2017, DSAA2017, ISM2017, AAAI2018, ICML2018, Applied Science, Natural Language Engineering, Journal of Computational and Graphical Statistics, IEICE Transactions on Information and Systems, SIGIR2024, Transactions on Knowledge Discovery from Data, Transactions on Knowledge and Data Engineering, SIGIR2025. 

Activity

• SIGIR Tokyo Chapter Steering Committee Member, Oct. 2023 - .

• The 4th JST-ERCIM Workshop, Oct. 3rd -- Oct. 5th, 2023, Panelist. 

• ICT Innovation 2015, Kyoto University, March 17th 2015, "Development, Extension and Improvement of Metadata System for Earth Observation Data Integration and Analysis System Program",  poster presentation (in Japanese)

• Internship at Rakuten Institute of Technology, November 1st -- November 30th, 2012

• 21st Machine Learning Summer School, Kyoto, August 2012, poster presentation

• ICT Innovation 2012, Kyoto University, February 17th 2012, "Social Image Retrieval with Multi-Modal Relevance Feedback",  oral and poster presentation

• Tutor, December 2005 -- May 2006: for freshmen in the department of computer science

Membership

• ACM, IEEE, ACL, The Database Society of Japan, The Association for NLP of Japan

Research Assistant

• October 2009 -- September 2013: Kyoto University, Japan

• September 2005 -- July 2008: Nankai University, China

Teaching Experience

Lectures for Undergraduate Students :

• 2018 -- : Fundamentals of Programming (Practice) , 1st year student, 1st semester

• 2018 -- : Intelligent System (Practice), 2nd year student, 2nd semester

• 2019 -- : Operating System (Practice), 3nd year student, 2nd semester

• 2019 --: Introduction to Computer Science and Engineering, 1st year student, 2nd semester

• 2024 -- : Advanced Intelligent Media Processing, Ph.D. student, 1st semester

• 2024 -- : Natural Language and Image Media Processing, Master student, 1set semester

• 2024 -- :  Humans and Computers, 1st year student, 2nd semester

• 2024 -- : Human-in-the-loop Machine Learning, high school student

University Affairs and  Department Affairs:

• Entrance Examination Senior Committee, Entrance Examination Committee, College Counselor, Department Future Plan Committee, Department Budget Committee, etc. 

Teaching Assistant

• First Semester of Year 2006 -- 2007: Operating System, Department of Computer Science, Nankai University, China

• Data Analysis Competition for Education: universityofbigdata.net

Others

Award (Scholarship)

• Japanese Government (Monbukagakusho) Scholarship, October 2009 -- September 2012

• Nankai University Graduate General Scholarship, September 2005 -- June 2008

• Nankai University Undergraduate Second-Class Scholarship, 2001-2002, 2002-2003, 2003-2004

• China National Scholarship, 2002-2003

• The 8th Tianjin Challenge Cup for University Students' Extracurricular Academic and Scientific Works Competition, third prize (Science, Technology and Manufacturing category), Finger palmprint online investigation system (3B0206B)

Education (Detailed)

• October 2009 -- September 2013

Ph.D. of Informatics, Kyoto University, Japan

Department of Social Informatics, Graduate School of Informatics

Supervisor: Professor Masatoshi Yoshikawa

Advisors: Associate Professor Qiang Ma and Associate Professor Yasuhito Asano

• September 2005  --  July 2008 

Master of Science, Nankai University, China

Specialty of Computer Software and Theory, Institute of Machine Intelligence

GPA: 87.88/100

• September 2001 -- July 2005

Bachelor of Science, Nankai University, China

Specialty of Computer Science and Technology, Department of Computer Science and Technology

GPA: 87.91/100, Receive the recommendation of Nankai University graduate program admission

• September 1996 -- July 2001

Yaohua High School, China 

Experimental Class for Early Development of Intelligence

Junior and Senior High School with five years totally