| 2026 | ICPR | Neuro-Symbolic Instruction Tuning for Explainable Mahjong Agents via Two-Stage Dual-LoRA. | Zhaohao Fang, Junhuai Xu, Jiawei Yu, Hanjie Li, Shuotian Chen, Jiyi Li, Masaharu Yoshioka |
| 2025 | AAAI | Label Aggregation for Composite Crowd Tasks by Worker Ability Constraint Satisfaction. | Jiyi Li |
| 2025 | IJCNLP | Counterfactual Evaluation for Blind Attack Detection in LLM-based Evaluation Systems. | Lijia Liu, Takumi Kondo, Kyohei Atarashi, Koh Takeuchi, Jiyi Li, Shigeru Saito, Hisashi Kashima |
| 2025 | PG | Latent Interpretation for Diffusion Autoencoders via Integrated Semantic Reconstruction. | Yixuan Ju, Xuan Tan, Zhenyang Zhu, Jiyi Li, Xiaoyang Mao |
| 2024 | COLING | Enhanced Coherence-Aware Network with Hierarchical Disentanglement for Aspect-Category Sentiment Analysis. | Jin Cui, Fumiyo Fukumoto, Xinfeng Wang, Yoshimi Suzuki, Jiyi Li, Noriko Tomuro, Wanzeng Kong |
| 2024 | COLING | Evaluating Saliency Explanations in NLP by Crowdsourcing. | Xiaotian Lu, Jiyi Li, Zhen Wan, Xiaofeng Lin, Koh Takeuchi, Hisashi Kashima |
| 2024 | DASFAA | Automatic Post-editing of Speech Recognition System Output Using Large Language Models. | Sheng Li, Jiyi Li, Yang Cao |
| 2024 | DEXA | Evaluating Performance of LLaMA2 Large Language Model Enhanced by QLoRA Fine-Tuning for English Grammatical Error Correction. | Jing An, Yanbing Bai, Jiyi Li, Junjie Hu, Rui Li, Yuxi Xiao, Rui Hua |
| 2024 | EMNLP | Human-LLM Hybrid Text Answer Aggregation for Crowd Annotations. | Jiyi Li |
| 2024 | EMNLP | AHP-Powered LLM Reasoning for Multi-Criteria Evaluation of Open-Ended Responses. | Xiaotian Lu, Jiyi Li, Koh Takeuchi, Hisashi Kashima |
| 2024 | ICASSP | A Comparative Study on Annotation Quality of Crowdsourcing and LLm Via Label Aggregation. | Jiyi Li |
| 2024 | ICONIP | Enhanced Multimodal Aspect-Based Sentiment Analysis by LLM-Generated Rationales. | Jun Cao, Jiyi Li, Ziwei Yang, Renjie Zhou |
| 2024 | SIGIR | CaDRec: Contextualized and Debiased Recommender Model. | Xinfeng Wang, Fumiyo Fukumoto, Jin Cui, Yoshimi Suzuki, Jiyi Li, Dongjin Yu |
| 2023 | ACL | Multi-Domain Dialogue State Tracking with Disentangled Domain-Slot Attention. | Longfei Yang, Jiyi Li, Sheng Li, Takahiro Shinozaki |
| 2023 | ASRU | FedCPC: An Effective Federated Contrastive Learning Method for Privacy Preserving Early-Stage Alzheimers Speech Detection. | Wenqing Wei, Zhengdong Yang, Yuan Gao, Jiyi Li, Chenhui Chu, Shogo Okada, Sheng Li |
| 2023 | DEXA | Hierarchy-Aware Bilateral-Branch Network for Imbalanced Hierarchical Text Classification. | Jiangjiang Zhao, Jiyi Li, Fumiyo Fukumoto |
| 2023 | EMNLP | Aspect-Category Enhanced Learning with a Neural Coherence Model for Implicit Sentiment Analysis. | Jin Cui, Fumiyo Fukumoto, Xinfeng Wang, Yoshimi Suzuki, Jiyi Li, Wanzeng Kong |
| 2023 | HCI | Creating a Positive Reframing Dictionary Using Machine Learning. | Hiroyuki Fukasawa, Kentaro Go, Fumiyo Fukumoto, Jiyi Li, Yuichiro Kinoshita |
| 2023 | ICANN | Correction while Recognition: Combining Pretrained Language Model for Taiwan-Accented Speech Recognition. | Sheng Li, Jiyi Li |
| 2023 | ICANN | An Efficient Approach for Improving the Recall of Rough Abstract Retrieval in Scientific Claim Verification. | Zhiwei Zhang, Jiyi Li, Fumiyo Fukumoto |
| 2023 | ICONIP | Identifying Self-admitted Technical Debt with Context-Based Ladder Network. | Aiyue Gong, Fumiyo Fukumoto, Panitan Muangkammuen, Jiyi Li, Dongjin Yu |
| 2023 | ICONIP | Learning Representations for Sparse Crowd Answers. | Jiyi Li |
| 2023 | ICONIP | Decoupling Style from Contents for Positive Text Reframing. | Sheng Xu, Yoshimi Suzuki, Jiyi Li, Fumiyo Fukumoto |
| 2023 | INLG | Learning Disentangled Meaning and Style Representations for Positive Text Reframing. | Sheng Xu, Fumiyo Fukumoto, Jiyi Li, Kentaro Go, Yoshimi Suzuki |
| 2023 | WWW | Multiview Representation Learning from Crowdsourced Triplet Comparisons. | Xiaotian Lu, Jiyi Li, Koh Takeuchi, Hisashi Kashima |
| 2023 | SIGIR | EEDN: Enhanced Encoder-Decoder Network with Local and Global Context Learning for POI Recommendation. | Xinfeng Wang, Fumiyo Fukumoto, Jin Cui, Yoshimi Suzuki, Jiyi Li, Dongjin Yu |
| 2022 | DEXA | Word Alignment Based Transformer Model for XML Structured Documentation Translation. | Jing An, Yecheng Tang, Yanbing Bai, Jiyi Li |
| 2022 | DSAA | Improving Pairwise Rank Aggregation via Querying for Rank Difference. | Guoxi Zhang, Jiyi Li, Hisashi Kashima |
| 2022 | EMNLP | Exploiting Labeled and Unlabeled Data via Transformer Fine-tuning for Peer-Review Score Prediction. | Panitan Muangkammuen, Fumiyo Fukumoto, Jiyi Li, Yoshimi Suzuki |
| 2022 | ICONIP | An End-to-End Chinese and Japanese Bilingual Speech Recognition Systems with Shared Character Decomposition. | Sheng Li, Jiyi Li, Qianying Liu, Zhuo Gong |
| 2022 | ICONIP | BBSN: Bilateral-Branch Siamese Network for Imbalanced Multi-label Text Classification. | Jiangjiang Zhao, Jiyi Li, Fumiyo Fukumoto |
| 2022 | Interspeech | Augmented Adversarial Self-Supervised Learning for Early-Stage Alzheimer's Speech Detection. | Longfei Yang, Wenqing Wei, Sheng Li, Jiyi Li, Takahiro Shinozaki |
| 2022 | LREC | Adversarial Speech Generation and Natural Speech Recovery for Speech Content Protection. | Sheng Li, Jiyi Li, Qianying Liu, Zhuo Gong |
| 2022 | WWW | Context-based Collective Preference Aggregation for Prioritizing Crowd Opinions in Social Decision-making. | Jiyi Li |
| 2022 | SIGdial | Multi-Domain Dialogue State Tracking with Top-K Slot Self Attention. | Longfei Yang, Jiyi Li, Sheng Li, Takahiro Shinozaki |
| 2021 | DASFAA | Multi-task Neural Shared Structure Search: A Study Based on Text Mining. | Jiyi Li, Fumiyo Fukumoto |
| 2021 | EMNLP | Abstract, Rationale, Stance: A Joint Model for Scientific Claim Verification. | Zhiwei Zhang, Jiyi Li, Fumiyo Fukumoto, Yanming Ye |
| 2021 | ICONIP | Neural Local and Global Contexts Learning for Word Sense Disambiguation. | Fumiyo Fukumoto, Taishin Mishima, Jiyi Li, Yoshimi Suzuki |
| 2021 | ICONIP | Label Aggregation for Crowdsourced Triplet Similarity Comparisons. | Jiyi Li, Lucas Ryo Endo, Hisashi Kashima |
| 2021 | ICONIP | Paraphrase Identification with Neural Elaboration Relation Learning. | Sheng Xu, Fumiyo Fukumoto, Jiyi Li, Yoshimi Suzuki |
| 2021 | OZCHI | Happy Text Entering: Promoting Subjective Well-Being Using an Input Method for Presenting Positive Words and Phrases. | Kentaro Go, Yuki Moriya, Yuichiro Kinoshita, Jiyi Li, Fumiyo Fukumoto |
| 2020 | COLING | A Neural Local Coherence Analysis Model for Clarity Text Scoring. | Panitan Muangkammuen, Sheng Xu, Fumiyo Fukumoto, Kanda Runapongsa Saikaew, Jiyi Li |
| 2020 | EMNLP | Multi-task Peer-Review Score Prediction. | Jiyi Li, Ayaka Sato, Kazuya Shimura, Fumiyo Fukumoto |
| 2020 | EMNLP | HSCNN: A Hybrid-Siamese Convolutional Neural Network for Extremely Imbalanced Multi-label Text Classification. | Wenshuo Yang, Jiyi Li, Fumiyo Fukumoto, Yanming Ye |
| 2020 | HCOMP | CrowDEA: Multi-View Idea Prioritization with Crowds. | Yukino Baba, Jiyi Li, Hisashi Kashima |
| 2020 | IJCAI | Performance as a Constraint: An Improved Wisdom of Crowds Using Performance Regularization. | Jiyi Li, Yasushi Kawase, Yukino Baba, Hisashi Kashima |
| 2020 | SIGIR | Crowdsourced Text Sequence Aggregation based on Hybrid Reliability and Representation. | Jiyi Li |
| 2019 | ACL | Text Categorization by Learning Predominant Sense of Words as Auxiliary Task. | Kazuya Shimura, Jiyi Li, Fumiyo Fukumoto |
| 2019 | ICONIP | Budget Cost Reduction for Label Collection with Confusability Based Exploration. | Jiyi Li |
| 2018 | EMNLP | HFT-CNN: Learning Hierarchical Category Structure for Multi-label Short Text Categorization. | Kazuya Shimura, Jiyi Li, Fumiyo Fukumoto |
| 2018 | ICANN | Incorporating Worker Similarity for Label Aggregation in Crowdsourcing. | Jiyi Li, Yukino Baba, Hisashi Kashima |
| 2018 | IJCAI | Simultaneous Clustering and Ranking from Pairwise Comparisons. | Jiyi Li, Yukino Baba, Hisashi Kashima |
| 2017 | CIKM | Hyper Questions: Unsupervised Targeting of a Few Experts in Crowdsourcing. | Jiyi Li, Yukino Baba, Hisashi Kashima |
| 2017 | PAKDD | A Generalized Model for Multidimensional Intransitivity. | Jiuding Duan, Jiyi Li, Yukino Baba, Hisashi Kashima |
| 2017 | WISE | Iterative Reduction Worker Filtering for Crowdsourced Label Aggregation. | Jiyi Li, Hisashi Kashima |
| 2015 | SIGIR | Reachability based Ranking in Interactive Image Retrieval. | Jiyi Li |
| 2015 | SNPD | Document similarity computation by combining multiple representation models. | Jiyi Li, Toshiyuki Shimizu, Masatoshi Yoshikawa |
| 2015 | WISE | A Dynamic-Static Approach of Model Fusion for Document Similarity Computation. | Jiyi Li, Yasuhito Asano, Toshiyuki Shimizu, Masatoshi Yoshikawa |
| 2013 | COMPSAC | Potential Semantics in Multi-modal Relevance Feedback Information for Image Retrieval. | Jiyi Li, Qiang Ma, Yasuhito Asano, Masatoshi Yoshikawa |
| 2012 | APWEB | Re-ranking by Multi-modal Relevance Feedback for Content-Based Social Image Retrieval. | Jiyi Li, Qiang Ma, Yasuhito Asano, Masatoshi Yoshikawa |