Zijun Long
Research title: Researching an Enhanced Multimodal Learning Framework
Publications
2024
Long, Z. , Zhuang, L., Killick, G., Aragon-Camarasa, G. , Meng, Z. and Mccreadie, R. (2024) CLCE: An Approach to Refining Cross-Entropy and Contrastive Learning for Optimized Learning Fusion. In: 27th European Conference on Artificial Intelligence (ECAI-2024), Santiago de Compostela, Spain, 19-24 Oct 2024, (Accepted for Publication)
Long, Z. , Ge, X. , Mccreadie, R. and Jose, J. M. (2024) CFIR: Fast and Effective Long-Text To Image Retrieval for Large Corpora. In: 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024), Washington D.C., USA, 14-18 July 2024, (Accepted for Publication)
Long, Z. , Killick, G., McCreadie, R. and Aragon Camarasa, G. (2024) Multiway-adapter: Adapting Multimodal Large Language Models for Scalable Image-Text Retrieval. In: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2024), Seoul, Korea, 14-19 Apr 2024, pp. 6580-6584. ISBN 9798350344851 (doi: 10.1109/ICASSP48485.2024.10446792)
Long, Z. , McCreadie, R. , Aragon Camarasa, G. and Meng, Z. (2024) LACVIT: A Label-aware Contrastive Fine-tuning Framework for Vision Transformers. In: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2024), Seoul, Korea, 14-19 Apr 2024, pp. 5275-5279. ISBN 9798350344851 (doi: 10.1109/ICASSP48485.2024.10447982)
Long, Z. , Killick, G., Mccreadie, R. and Aragon-Camarasa, G. (2024) RoboLLM: Robotic Vision Tasks Grounded on Multimodal Large Language Models. In: 2024 IEEE International Conference on Robotics and Automation (ICRA2024), 13-17 May 2024, Yokohama, Japan, (Accepted for Publication)
2023
Long, Z. , Mccreadie, R. and Imran, M. (2023) CrisisViT: A Robust Vision Transformer for Crisis Image Classification. In: 20th International Conference on Information Systems for Crisis Response and Management (ISCRAM 2023), Omaha, NE, USA, 28-31 May 2023, pp. 309-319. ISBN 9798218217495 (doi: 10.59297/SDSM9194)
2022
Long, Z. and McCreadie, R. (2022) Is Multi-Modal Data Key for Crisis Content Categorization on Social Media? In: 19th International Conference on Information Systems for Crisis Response and Management (ISCRAM 2022), Tarbes, France, 22-25 May 2022, (In Press)
2021
Long, Z. and McCreadie, R. (2021) Automated Crisis Content Categorization for COVID-19 Tweet Streams. In: 18th International Conference on Information Systems for Crisis Response and Management, Blacksburg, VA, USA, 23-26 May 2021, pp. 667-678.
Conference Proceedings
Long, Z. , Zhuang, L., Killick, G., Aragon-Camarasa, G. , Meng, Z. and Mccreadie, R. (2024) CLCE: An Approach to Refining Cross-Entropy and Contrastive Learning for Optimized Learning Fusion. In: 27th European Conference on Artificial Intelligence (ECAI-2024), Santiago de Compostela, Spain, 19-24 Oct 2024, (Accepted for Publication)
Long, Z. , Ge, X. , Mccreadie, R. and Jose, J. M. (2024) CFIR: Fast and Effective Long-Text To Image Retrieval for Large Corpora. In: 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024), Washington D.C., USA, 14-18 July 2024, (Accepted for Publication)
Long, Z. , Killick, G., McCreadie, R. and Aragon Camarasa, G. (2024) Multiway-adapter: Adapting Multimodal Large Language Models for Scalable Image-Text Retrieval. In: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2024), Seoul, Korea, 14-19 Apr 2024, pp. 6580-6584. ISBN 9798350344851 (doi: 10.1109/ICASSP48485.2024.10446792)
Long, Z. , McCreadie, R. , Aragon Camarasa, G. and Meng, Z. (2024) LACVIT: A Label-aware Contrastive Fine-tuning Framework for Vision Transformers. In: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2024), Seoul, Korea, 14-19 Apr 2024, pp. 5275-5279. ISBN 9798350344851 (doi: 10.1109/ICASSP48485.2024.10447982)
Long, Z. , Killick, G., Mccreadie, R. and Aragon-Camarasa, G. (2024) RoboLLM: Robotic Vision Tasks Grounded on Multimodal Large Language Models. In: 2024 IEEE International Conference on Robotics and Automation (ICRA2024), 13-17 May 2024, Yokohama, Japan, (Accepted for Publication)
Long, Z. , Mccreadie, R. and Imran, M. (2023) CrisisViT: A Robust Vision Transformer for Crisis Image Classification. In: 20th International Conference on Information Systems for Crisis Response and Management (ISCRAM 2023), Omaha, NE, USA, 28-31 May 2023, pp. 309-319. ISBN 9798218217495 (doi: 10.59297/SDSM9194)
Long, Z. and McCreadie, R. (2022) Is Multi-Modal Data Key for Crisis Content Categorization on Social Media? In: 19th International Conference on Information Systems for Crisis Response and Management (ISCRAM 2022), Tarbes, France, 22-25 May 2022, (In Press)
Long, Z. and McCreadie, R. (2021) Automated Crisis Content Categorization for COVID-19 Tweet Streams. In: 18th International Conference on Information Systems for Crisis Response and Management, Blacksburg, VA, USA, 23-26 May 2021, pp. 667-678.