Personal profile
Author IDs
ORCID iD: 0000-0001-8925-3861
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Dive into the research topics where Jianfei HE is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations from the last five years
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Research output
- 10 RGC 32 - Refereed conference paper (with host publication)
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CAT: Contrastive Adversarial Training for Evaluating the Robustness of Protective Perturbations in Latent Diffusion Models
Peng, S., Wang, M., He, J., Yang, J. & Jia, X., Jul 2025, Proceedings of the 42nd International Conference on Machine Learning. Singh, A., Fazel, M., Hsu, D., Lacoste-Julien, S., Berkenkamp, F., Maharaj, T., Wagstaff, K. & Zhu, J. (eds.). ML Research Press, p. 48872-48885 14 p. (Proceedings of Machine Learning Research; vol. 267).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open Access -
Improve Fluency Of Neural Machine Translation Using Large Language Models
He, J., Pan, W., Yang, J., Peng, S. & Jia, X., Jun 2025, Proceedings of Machine Translation Summit XX: Volume 1. Bouillon, P., Gerlach, J., Girletti, S., Volkart, L., Rubino, R., Sennrich, R., Farinha, A. C., Gaido, M., Daems, J., Kenny, D., Moniz, H. & Szoc, S. (eds.). Switzerland: European Association for Machine Translation, p. 54-64 (MT Summit - Proceedings of Machine Translation Summit).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open AccessFile16 Downloads (CityUHK Scholars) -
Contrastive Preference Learning for Neural Machine Translation
He, J., Sun, S., Peng, S., Xu, J., Jia, X. & Li, W., Jun 2024, Findings of the Association for Computational Linguistics: NAACL 2024 - Findings: NAACL 2024. Duh, K., Gomez, H. & Bethard, S. (eds.). Association for Computational Linguistics, p. 2724-2735 (Findings of the Association for Computational Linguistics: NAACL - Findings).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open AccessFile1 Link opens in a new tab Citation (Scopus)62 Downloads (CityUHK Scholars) -
Protective Perturbations Against Unauthorized Data Usage in Diffusion-Based Image Generation
Peng, S., Yang, J., Wang, M., He, J. & Jia, X., Nov 2024, Proceedings - 2024 Twelfth International Conference on Advanced Cloud and Big Data, CBD 2024. IEEE, p. 118-123 (Proceedings - International Conference on Advanced Cloud and Big Data, CBD).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
1 Link opens in a new tab Citation (Scopus) -
Recovery Should Never Deviate from Ground Truth: Mitigating Exposure Bias in Neural Machine Translation
He, J., Sun, S., Jia, X. & Li, W., Jun 2024, Proceedings of the 25th Annual Conference of the European Association for Machine Translation. Scarton, C., Prescott, C., Bayliss, C., Oakley, C., Wright, J., Wrigley, S., Song, X., Gow-Smith, E., Bawden, R., Sánchez-Cartagena, V. M., Cadwell, P., Lapshinova-Koltunski, E., Cabarrão, V., Chatzitheodorou, K., Nurminen, M., Kanojia, D. & Moniz, H. (eds.). European Association for Machine Translation, Vol. 1: Research And Implementations & Case Studies. p. 68-79 (Proceedings of the Annual Conference of the European Association for Machine Translation, EAMT).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open AccessFile2 Link opens in a new tab Citations (Scopus)16 Downloads (CityUHK Scholars)
Thesis
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On Calibration of Neural Machine Translation with Contrastive Learning
HE, J. (Author), JIA, X. (Supervisor), 9 May 2025Student thesis: Doctoral Thesis