Estrid He

According to our database, Estrid He authored at least 37 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Focused Contrastive Loss for Classification With Pre-Trained Language Models.

Jiayuan He, Yuan Li, Zenan Zhai, Biaoyan Fang, Camilo Thorne, Christian Druckenbrodt, Saber A. Akhondi, Karin Verspoor

IEEE Trans. Knowl. Data Eng., July, 2024

Learning on Multimodal Graphs: A Survey.

Ciyuan Peng, Jiayuan He, Feng Xia

CoRR, 2024

Generating Multivariate Synthetic Time Series Data for Absent Sensors from Correlated Sources.

Julián Jerónimo Bañuelos, Stephan Sigg, Jiayuan He, Flora D. Salim, José Costa-Requena

Proceedings of the 2nd International Workshop on Networked AI Systems, 2024

Principles from Clinical Research for NLP Model Generalization.

Aparna Elangovan, Jiayuan He, Yuan Li, Karin Verspoor

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Generating Multimodal Metaphorical Features for Meme Understanding.

Bo Xu, Junzhe Zheng, Jiayuan He, Yuxuan Sun, Hongfei Lin, Liang Zhao, Feng Xia

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

FUGNN: Harmonizing Fairness and Utility in Graph Neural Networks.

Renqiang Luo, Huafei Huang, Shuo Yu, Zhuoyang Han, Estrid He, Xiuzhen Zhang, Feng Xia

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2023

Optical and Terahertz Wireless Technologies: the Race to 6G Communications.

Mohamed Shehata, Yitong Wang, Jiayuan He, Sithamparanathan Kandeepan, Ke Wang

IEEE Wirel. Commun., October, 2023

A Survey on Class Imbalance in Federated Learning.

Jing Zhang, Chuanwen Li, Jianzgong Qi, Jiayuan He

CoRR, 2023

An Application Programming Interface for Android to support dedicated 5G network slicing.

Julián Jerónimo Bañuelos, José Costa-Requena, Jiayuan He, Flora D. Salim, Stephan Sigg

Proceedings of the 13th International Conference on the Internet of Things, 2023

Metamorphic Testing of Machine Translation Models using Back Translation.

Wentao Gao, Jiayuan He, Van-Thuan Pham

Proceedings of the IEEE/ACM International Workshop on Deep Learning for Testing and Testing for Deep Learning, 2023

Fair-Siamese Approach for Accurate Fairness in Image Classification.

Kwanhyong Lee, Van-Thuan Pham, Jiayuan He

Proceedings of the IEEE/ACM International Workshop on Equitable Data & Technology, 2023

Effects of Human Adversarial and Affable Samples on BERT Generalizability.

Aparna Elangovan, Estrid He, Yuan Li, Karin Verspoor

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Improving Signal Quality in Terahertz Communications with Neural Networks.

Mariam Abdullah, Jiayuan He, Ke Wang, Withawat Withayachumnankul

Proceedings of the 28th Asia Pacific Conference on Communications, 2023

2022

Beyond Just Vision: A Review on Self-Supervised Representation Learning on Multimodal and Temporal Data.

Shohreh Deldari, Hao Xue, Aaqib Saeed, Jiayuan He, Daniel V. Smith, Flora D. Salim

CoRR, 2022

Weather-Aware Fiber-Wireless Traffic Prediction Using Graph Convolutional Networks.

Mariam Abdullah, Jiayuan He, Ke Wang

IEEE Access, 2022

The ChEMU 2022 Evaluation Campaign: Information Extraction in Chemical Patents.

Yuan Li, Biaoyan Fang, Jiayuan He, Hiyori Yoshikawa, Saber A. Akhondi, Christian Druckenbrodt, Camilo Thorne, Zenan Zhai, Zubair Afzal, Trevor Cohn, Timothy Baldwin, Karin Verspoor

Proceedings of the Advances in Information Retrieval, 2022

Overview of ChEMU 2022 Evaluation Campaign: Information Extraction in Chemical Patents.

Yuan Li, Biaoyan Fang, Jiayuan He, Hiyori Yoshikawa, Saber A. Akhondi, Christian Druckenbrodt, Camilo Thorne, Zubair Afzal, Zenan Zhai, Timothy Baldwin, Karin Verspoor

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2022

Extended Overview of ChEMU 2022 Evaluation Campaign: Information Extraction in Chemical Patents.

Yuan Li, Biaoyan Fang, Jiayuan He, Hiyori Yoshikawa, Saber A. Akhondi, Christian Druckenbrodt, Camilo Thorne, Zubair Afzal, Zenan Zhai, Kojiro Machi, Masaharu Yoshioka, Youngrok Jang, Hosung Song, Junho Lee, Gyeonghun Kim, Yireun Kim, Stanley Jungkyu Choi, Honglak Lee, Kyunghoon Bae, Darshini Mahendran, Christina Tang, Bridget T. McInnes, Timothy Baldwin, Karin Verspoor

Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

2021

ChEMU 2020: Natural Language Processing Methods Are Effective for Information Extraction From Chemical Patents.

Jiayuan He, Dat Quoc Nguyen, Saber A. Akhondi, Christian Druckenbrodt, Camilo Thorne, Ralph Hoessel, Zubair Afzal, Zenan Zhai, Biaoyan Fang, Hiyori Yoshikawa, Ameer Albahem, Lawrence Cavedon, Trevor Cohn, Timothy Baldwin, Karin Verspoor

Frontiers Res. Metrics Anal., 2021

ChEMU 2021: Reaction Reference Resolution and Anaphora Resolution in Chemical Patents.

Jiayuan He, Biaoyan Fang, Hiyori Yoshikawa, Yuan Li, Saber A. Akhondi, Christian Druckenbrodt, Camilo Thorne, Zubair Afzal, Zenan Zhai, Lawrence Cavedon, Trevor Cohn, Timothy Baldwin, Karin Verspoor

Proceedings of the Advances in Information Retrieval, 2021

ChEMU-Ref: A Corpus for Modeling Anaphora Resolution in the Chemical Domain.

Biaoyan Fang, Christian Druckenbrodt, Saber A. Akhondi, Jiayuan He, Timothy Baldwin, Karin Verspoor

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Memorization vs. Generalization : Quantifying Data Leakage in NLP Performance Evaluation.

Aparna Elangovan, Jiayuan He, Karin Verspoor

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Overview of ChEMU 2021: Reaction Reference Resolution and Anaphora Resolution in Chemical Patents.

Yuan Li, Biaoyan Fang, Jiayuan He, Hiyori Yoshikawa, Saber A. Akhondi, Christian Druckenbrodt, Camilo Thorne, Zubair Afzal, Zenan Zhai, Timothy Baldwin, Karin Verspoor

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2021

Extended Overview of ChEMU 2021: Reaction Reference Resolution and Anaphora Resolution in Chemical Patents.

Yuan Li, Biaoyan Fang, Jiayuan He, Hiyori Yoshikawa, Saber A. Akhondi, Christian Druckenbrodt, Camilo Thorne, Zubair Afzal, Zenan Zhai, Timothy Baldwin, Karin Verspoor

Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

2020

TimeSAN: A Time-Modulated Self-Attentive Network for Next Point-of-Interest Recommendation.

Jiayuan He, Jianzhong Qi, Kotagiri Ramamohanarao

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Neural Networks and FPGA Hardware Accelerators for Millimeter-Wave Radio-over-Fiber Systems.

Jeonghun Lee, Jiayuan He, Ke Wang

Proceedings of the 22nd International Conference on Transparent Optical Networks, 2020

An Extended Overview of the CLEF 2020 ChEMU Lab: Information Extraction of Chemical Reactions from Patents.

Jiayuan He, Dat Quoc Nguyen, Saber A. Akhondi, Christian Druckenbrodt, Camilo Thorne, Ralph Hoessel, Zubair Afzal, Zenan Zhai, Biaoyan Fang, Hiyori Yoshikawa, Ameer Albahem, Jingqi Wang, Yuankai Ren, Zhi Zhang, Yaoyun Zhang, Mai Hoang Dao, Pedro Ruas, Andre Lamurias, Francisco M. Couto, Jenny Copara, Nona Naderi, Julien Knafou, Patrick Ruch, Douglas Teodoro, Daniel M. Lowe, John Mayfield, Abdullatif Köksal, Hilal Dönmez, Elif Özkirimli, Arzucan Özgür, Darshini Mahendran, Gabrielle Gurdin, Nastassja Lewinski, Christina Tang, Bridget T. McInnes, C. S. Malarkodi, Pattabhi Rk Rao, Sobha Lalitha Devi, Lawrence Cavedon, Trevor Cohn, Timothy Baldwin, Karin Verspoor

Proceedings of the Working Notes of CLEF 2020, 2020

Overview of ChEMU 2020: Named Entity Recognition and Event Extraction of Chemical Reactions from Patents.

Jiayuan He, Dat Quoc Nguyen, Saber A. Akhondi, Christian Druckenbrodt, Camilo Thorne, Ralph Hoessel, Zubair Afzal, Zenan Zhai, Biaoyan Fang, Hiyori Yoshikawa, Ameer Albahem, Lawrence Cavedon, Trevor Cohn, Timothy Baldwin, Karin Verspoor

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2020

2019

Diversifying Top-k Routes with Spatial Constraints.

Hongfei Xu, Yu Gu, Jianzhong Qi, Jiayuan He, Ge Yu

J. Comput. Sci. Technol., 2019

Query-Aware Bayesian Committee Machine for Scalable Gaussian Process Regression.

Jiayuan He, Jianzhong Qi, Kotagiri Ramamohanarao

Proceedings of the 2019 SIAM International Conference on Data Mining, 2019

A Joint Context-Aware Embedding for Trip Recommendations.

Jiayuan He, Jianzhong Qi, Kotagiri Ramamohanarao

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

2018

Continuous Spatial Query Processing: A Survey of Safe Region Based Techniques.

Jianzhong Qi, Rui Zhang, Christian S. Jensen, Kotagiri Ramamohanarao, Jiayuan He

ACM Comput. Surv., 2018

A Jointly Learned Context-Aware Place of Interest Embedding for Trip Recommendations.

Jiayuan He, Jianzhong Qi, Kotagiri Ramamohanarao

CoRR, 2018

A GPU Accelerated Update Efficient Index for kNN Queries in Road Networks.

Chuanwen Li, Yu Gu, Jianzhong Qi, Jiayuan He, Qingxu Deng, Ge Yu

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

2014

Demonstration of software-defined multiband OFDM with low-complexity phase noise compensation.

Xi Chen, Jiayuan He, Di Che, William Shieh

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2014

102.4-Gb/s single-polarization direct-detection reception using signal carrier interleaved optical OFDM.

Di Che, Xi Chen, Jiayuan He, An Li, William Shieh

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2014

2013

Characterization of dynamic evolution of channel matrix in two-mode fibers.

Xi Chen, Jiayuan He, An Li, Jia Ye, William Shieh

Proceedings of the 2013 Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC), 2013