@inproceedings{wang2025multilingual, title = "Multilingual Language Model Pretraining Using Machine-translated Data", author = "Wang, Jiayi and Lu, Yao and Weber, Maurice and Ryabinin, Max and Adelani, David and Chen, Yihong and Tang, Raphael and Stenetorp, Pontus", year = "2025", booktitle = "EMNLP 2025, The 2025 Conference on Empirical Methods in Natural Language Processing", } @phdthesis{chen2025structure, title = "Structure and Destructure: Dual Forces in the Making of Knowledge Engines", author = "Chen, Yihong", year = "2025", school = "University College London", url = "https://discovery.ucl.ac.uk/id/eprint/10211291/", } @inproceedings{shen2025lunar, title = "Lunar: Llm unlearning via neural activation redirection", author = "Shen, William F and Qiu, Xinchi and Kurmanji, Meghdad and Iacob, Alex and Sani, Lorenzo and Chen, Yihong and Cancedda, Nicola and Lane, Nicholas D", year = "2025", booktitle = "NeurIPS 2025, Thirty-ninth Conference on Neural Information Processing Systems", } @article{chen2024jet, title = "Jet Expansions of Residual Computation", author = "Chen, Yihong and Xu, Xiangxiang and Lu, Yao and Stenetorp, Pontus and Franceschi, Luca", year = "2024", journal = "arXiv preprint arXiv:2410.06024", } @inproceedings{liu2024asep, title = "AsEP: Benchmarking Deep Learning Methods for Antibody-specific Epitope Prediction", author = "Liu, Chunan and Denzler, Lilian and Chen, Yihong and Martin, Andrew and Paige, Brooks", year = "2024", booktitle = "NeurIPS 2024, Thirty-eighth Conference on Neural Information Processing Systems, Datasets and Benchmarks", } @article{qiu2024pistol, title = "Pistol: Dataset Compilation Pipeline for Benchmarking Structural Unlearning of Large Language Models", author = "Qiu, Xinchi and Shen, William F and Chen, Yihong and Cancedda, Nicola and Stenetorp, Pontus and Lane, Nicholas D", year = "2024", journal = "arXiv preprint arXiv:2406.16810", } @inproceedings{zhao2023breaking, title = "Breaking Physical and Linguistic Borders: Multilingual Federated Prompt Tuning for Low-Resource Languages", author = "Zhao, Wanru and Lee, Royson and Chen, Yihong and Qiu, Xinchi and Gao, Yan and Fan, Hongxiang and Lane, Nicholas Donald", year = "2023", booktitle = "ICLR 2024, International Conference on Learning Representations.", } @inproceedings{chen2023improving, title = "Improving Language Plasticity via Pretraining with Active Forgetting", author = "Chen, Yihong and Marchisio, Kelly and Raileanu, Roberta and Adelani, David Ifeoluwa and Stenetorp, Pontus and Riedel, Sebastian and Artetxe, Mikel", year = "2023", booktitle = "NeurIPS 2023, Thirty-seventh Conference on Neural Information Processing Systems", } @inproceedings{marchisio2022mini, title = "Mini-Model Adaptation: Efficiently Extending Pretrained Models to New Languages via Aligned Shallow Training", author = "Marchisio, Kelly and Lewis, Patrick and Chen, Yihong and Artetxe, Mikel", year = "2022", booktitle = "ACL 2023, Findings of the Association for Computational Linguistics", } @inproceedings{chen2022refactor, title = "ReFactor GNNs: Revisiting Factorisation-based Models from a Message-Passing Perspective", author = "Chen, Yihong and Mishra, Pushkar and Franceschi, Luca and Minervini, Pasquale and Stenetorp, Pontus and Riedel, Sebastian", year = "2022", booktitle = "NeurIPS 2022, Thirty-sixth Conference on Neural Information Processing Systems", } @inproceedings{chen2021relation, title = "Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations", author = "Chen, Yihong and Minervini, Pasquale and Riedel, Sebastian and Stenetorp, Pontus", year = "2021", booktitle = "AKBC 2021, Third Conference on Automated Knowledge Base Construction", } @inproceedings{liu2021learnable, title = "Learnable Embedding Sizes for Recommender Systems", author = "Liu, Siyi and Gao, Chen and Chen, Yihong and Jin, Depeng and Li, Yong", year = "2021", booktitle = "ICLR 2021, International Conference on Learning Representations.", } @inproceedings{liu2020you, title = "You Impress Me: Dialogue Generation Via Mutual Persona Perception", author = "Liu, Qian and Chen, Yihong and Chen, Bei and Lou, Jian-Guang and Chen, Zixuan and Zhou, Bin and Zhang, Dongmei", year = "2020", booktitle = "ACL 2020, Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics", } @inproceedings{chen2019lambdaopt, title = "$\lambda$opt: Learn to Regularize Recommender Models in Finer Levels", author = "Chen, Yihong and Chen, Bei and He, Xiangnan and Gao, Chen and Li, Yong and Lou, Jian-Guang and Wang, Yue", year = "2019", booktitle = "KDD 2019 ( ), Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery \& Data Mining", pages = "978--986", } @inproceedings{chen2018learning, title = "Learning-to-ask: Knowledge Acquisition via 20 Questions", author = "Chen, Yihong and Chen, Bei and Duan, Xuguang and Lou, Jian-Guang and Wang, Yue and Zhu, Wenwu and Cao, Yong", year = "2018", booktitle = "KDD 2018, Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery \& Data Mining", pages = "1216--1225", }