Prof. NGO Chong Wah (楊宗樺)

Improving Interpretable Embeddings for Ad-hoc Video Search with Generative Captions and Multi-word Concept Bank

Wu, J., Ngo, C. & Chan, W., May 2024, ICMR 2024 - Proceedings of the 2024 International Conference on Multimedia Retrieval. Association for Computing Machinery, p. 73-82 (ICMR - Proceedings of the International Conference on Multimedia Retrieval).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Leveraging LLMs and Generative Models for Interactive Known-Item Video Search

Ma, Z., Wu, J. & Ngo, C. W., 2024, MultiMedia Modeling: 30th International Conference, MMM 2024, Amsterdam, The Netherlands, January 29 – February 2, 2024, Proceedings, Part IV. Rudinac, S., Hanjalic, A., Liem, C., Worring, M., Jónsson, B. Þ., Liu, B. & Yamakata, Y. (eds.). Cham: Springer, p. 380-386 (Lecture Notes in Computer Science; vol. 14557).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Cone: An Efficient COarse-to-fiNE Alignment Framework for Long Video Temporal Grounding

Hou, Z., Zhong, W., Ji, L., Gao, D., Yan, K., Chan, W., Ngo, C., & 2 othersShou, M. Z. & Duan, N., 9 Jul 2023, Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics : Volume 1: Long Papers. Toronto: Association for Computational Linguistics, Vol. 1. p. 8013–8028 16 p.

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Adaptive Split-Fusion Transformer

Su, Z., Chen, J., Pang, L., Ngo, C. & Jiang, Y., 2023, Proceedings - 2023 IEEE International Conference on Multimedia and Expo, ICME 2023. Institute of Electrical and Electronics Engineers, Inc., p. 1169-1174 (Proceedings - IEEE International Conference on Multimedia and Expo).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Reinforcement Learning Enhanced PicHunter for Interactive Search

Ma, Z., Wu, J., Loo, W. & Ngo, C., 2023, MultiMedia Modeling: 9th International Conference, MMM 2023, Proceedings, Part 1. Dang-Nguyen, D., Gurrin, C., Larson, M., Smeaton, A. F., Rudinac, S., Dao, M., Trattner, C. & Chen, P. (eds.). 1 ed. Springer, Cham, p. 690-696 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13833 LNCS).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 1

Cross-lingual Adaptation for Recipe Retrieval with Mixup

Zhu, B., Ngo, C., Chen, J. & Chan, W., 2022, ICMR '22 - Proceedings of the 2022 International Conference on Multimedia Retrieval. Association for Computing Machinery, Inc, p. 258-267 10 p. (ICMR - Proceedings of the International Conference on Multimedia Retrieval).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 2

Reinforcement Learning-Based Interactive Video Search

Ma, Z., Wu, J., Hou, Z. & Ngo, C., 2022, MultiMedia Modeling: 28th International Conference, MMM 2022, Phu Quoc, Vietnam, June 6–10, 2022, Proceedings, Part II. Jónsson, B. Þ., Gurrin, C., Tran, M., Dang-Nguyen, D., Hu, A. M., Thi Thanh, B. H. & Huet, B. (eds.). Cham: Springer, p. 549-555 (Lecture Notes in Computer Science; vol. 13142).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 4

Token Shift Transformer for Video Classification

Zhang, H., Hao, Y. & Ngo, C., Oct 2021, MM ’21: Proceedings of the 29th ACM International Conference on Multimedia. New York, NY: Association for Computing Machinery, p. 917-925 (MM - Proceedings of the ACM International Conference on Multimedia).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 72

CONQUER: Contextual Query-aware Ranking for Video Corpus Moment Retrieval

Hou, Z., Ngo, C. & Chan, W. K., 2021, MM' 21 : Proceedings of the 29th ACM International Conference on Multimedia. New York: Association for Computing Machinery, p. 3900-3908 9 p. (MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 20

SQL-Like Interpretable Interactive Video Search

Wu, J., Nguyen, P. A., Ma, Z. & Ngo, C., 2021, MultiMedia Modeling: 27th International Conference, MMM 2021, Prague, Czech Republic, June 22–24, 2021, Proceedings. Lokoč, J., Skopal, T., Schoeffmann, K., Mezaris, V., Li, X., Vrochidis, S. & Patras, I. (eds.). Cham: Springer, Vol. Part II. p. 391-397 (Lecture Notes in Computer Science; vol. 12573).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 6

Terrace-based Food Counting and Segmentation

Nguyen, H. & Ngo, C., 2021, The Thirty-Fifth AAAI Conference on Artificial Intelligence. The Thirty-Third Conference on Innovative Applications of Artificial Intelligence. The Eleventh Symposium on Educational Advances in Artificial Intelligence. AAAI Press, p. 2364-2372 (AAAI Conference on Artificial Intelligence; vol. 35, no. 3).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

Scopus citations: 3