STAFF PROFILE
Dr Estrid He
Position:
ECDF (Lecturer)
College / Portfolio:
STEM College
School / Department:
STEM|School of Computing Technologies
Email:
jiayuan.he@rmit.edu.au
Campus:
City Campus
Contact me about:
Research supervision
- Li, Y.,Fang, B.,He, J.,Verspoor, K., et al, . (2022). The ChEMU 2022 Evaluation Campaign: Information Extraction in Chemical Patents In: Advances in Information Retrieval. ECIR 2022, Stavanger, Norway, 10-14 April 2022
- Wang, K.,Song, T.,Wang, Y.,Fang, C.,He, E.,Nirmalathas, A.,Lim, C.,Wong, E.,Sithamparanathan, K. (2022). Evolution of Short-Range Optical Wireless Communications In: Journal of Lightwave Technology, 41, 1019 - 1040
- He, E.,Albahem, A.,Cavedon, L.,Verspoor, K., et al, . (2021). ChEMU 2020: Natural Language Processing Methods Are Effective for Information Extraction From Chemical Patents In: Frontiers in Research Metrics and Analytics, 6, 1 - 28
- Lee, J.,Song, T.,He, J.,Sithamparanathan, K.,Wang, K. (2021). Recurrent neural network FPGA hardware accelerator for delay-tolerant indoor optical wireless communications In: Optics Express, 29, 26165 - 26182
- Fang, B.,Druckenbrodt, C.,Akhondi, S.,He, J.,Baldwin, T.,Verspoor, K. (2021). ChEMU-Ref: a corpus for modeling anaphora resolution in the chemical domain In: Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics, Virtual Event, 19-23 April 2021
- Elangovan, A.,He, E.,Verspoor, C. (2021). Memorization vs. Generalization : Quantifying Data Leakage in NLP Performance Evaluation In: Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume (EACL 2021), Virtual Event, 19/04/2021 - 23/04/2021
- Lee, J.,He, E.,Wang, K. (2020). FPGA-based neural network accelerators for millimeter-wave radio-over-fiber systems In: Optics Express, 28, 13384 - 13400
- He, E.,Nguyen, D.,Akhondi, S.,Albahem, A.,Cavedon, L.,Verspoor, K., et al, . (2020). Overview of ChEMU 2020: Named Entity Recognition and Event Extraction of Chemical Reactions from Patents In: Proceedings of the 11th International Conference of the Cross-Language Evaluation Forum for European Languages (CLEF 2020), Thessaloniki, Greece, 22–25 September 2020
- He, E.,Lee, J.,Song, T.,Li, H.,Sithamparanathan, K.,Wang, K. (2020). Delay-Tolerant indoor optical wireless communication systems based on attention-Augmented recurrent neural network In: Journal of Lightwave Technology, 38, 4632 - 4640
- He, E.,Lee, J.,Sithamparanathan, K.,Wang, K. (2020). Machine learning techniques in radio-over-fiber systems and networks In: Photonics, 7, 1 - 31
3 PhD Current Supervisions
- V2X Using Vehicle Cameras as Receivers. Funded by: Ford Motor Company - Grant 2018 from (2022 to 2023)