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Jiaxin Wu 0001

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affiliation: City University of Hong Kong, Shenzhen, China
affiliation: Shenzhen University, China

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2020 – today

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2024
[j8]
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Jiaxin Wu, Chong-Wah Ngo, Wing-Kwong Chan, Zhijian Hou:
(Un)likelihood Training for Interpretable Embedding. ACM Trans. Inf. Syst. 42(3): 75:1-75:26 (2024)
[c16]
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Jiaxin Wu, Chong-Wah Ngo, Wing-Kwong Chan:
Improving Interpretable Embeddings for Ad-hoc Video Search with Generative Captions and Multi-word Concept Bank. ICMR 2024: 73-82
[c15]
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Zhixin Ma, Jiaxin Wu, Chong Wah Ngo:
Leveraging LLMs and Generative Models for Interactive Known-Item Video Search. MMM (4) 2024: 380-386
[i4]
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Jiaxin Wu, Chong-Wah Ngo:
Interpretable Embedding for Ad-hoc Video Search. CoRR abs/2402.11812 (2024)
[i3]
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Jiaxin Wu, Chong-Wah Ngo, Wing-Kwong Chan:
Improving Interpretable Embeddings for Ad-hoc Video Search with Generative Captions and Multi-word Concept Bank. CoRR abs/2404.06173 (2024)
[i2]
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Jiaxin Wu, Chong-Wah Ngo, Wing-Kwong Chan, Sheng-Hua Zhong:
LLM-based query paraphrasing for video search. CoRR abs/2407.12341 (2024)
2023
[c14]
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Werner Bailer, Rahel Arnold, Vera Benz, Davide Coccomini, Anastasios Gkagkas, Gylfi Þór Guðmundsson, Silvan Heller, Björn Þór Jónsson, Jakub Lokoc, Nicola Messina, Nick Pantelidis, Jiaxin Wu:
Improving Query and Assessment Quality in Text-Based Interactive Video Retrieval Evaluation. ICMR 2023: 597-601
[c13]
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Zhixin Ma, Jiaxin Wu, Weixiong Loo, Chong-Wah Ngo:
Reinforcement Learning Enhanced PicHunter for Interactive Search. MMM (1) 2023: 690-696
2022
[j7]
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Silvan Heller, Viktor Gsteiger, Werner Bailer, Cathal Gurrin, Björn Þór Jónsson, Jakub Lokoc, Andreas Leibetseder, Frantisek Mejzlík, Ladislav Peska, Luca Rossetto, Konstantin Schall, Klaus Schoeffmann, Heiko Schuldt, Florian Spiess, Ly-Duyen Tran, Lucia Vadicamo, Patrik Veselý, Stefanos Vrochidis, Jiaxin Wu:
Interactive video retrieval evaluation at a distance: comparing sixteen interactive video search systems in a remote setting at the 10th Video Browser Showdown. Int. J. Multim. Inf. Retr. 11(1): 1-18 (2022)
[c12]
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Jakub Lokoc, Werner Bailer, Kai Uwe Barthel, Cathal Gurrin, Silvan Heller, Björn Þór Jónsson, Ladislav Peska, Luca Rossetto, Klaus Schoeffmann, Lucia Vadicamo, Stefanos Vrochidis, Jiaxin Wu:
A Task Category Space for User-Centric Comparative Multimedia Search Evaluations. MMM (1) 2022: 193-204
[c11]
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Zhixin Ma, Jiaxin Wu, Zhijian Hou, Chong-Wah Ngo:
Reinforcement Learning-Based Interactive Video Search. MMM (2) 2022: 549-555
[i1]
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Jiaxin Wu, Chong-Wah Ngo, Wing Kwong Chan, Zhijian Hou:
(Un)likelihood Training for Interpretable Embedding. CoRR abs/2207.00282 (2022)
2021
[j6]
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Jakub Lokoc, Patrik Veselý, Frantisek Mejzlík, Gregor Kovalcík, Tomás Soucek, Luca Rossetto, Klaus Schoeffmann, Werner Bailer, Cathal Gurrin, Loris Sauter, Jaeyub Song, Stefanos Vrochidis, Jiaxin Wu, Björn Þór Jónsson:
Is the Reign of Interactive Search Eternal? Findings from the Video Browser Showdown 2020. ACM Trans. Multim. Comput. Commun. Appl. 17(3): 91:1-91:26 (2021)
[c10]
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Jiaxin Wu, Phuong Anh Nguyen, Zhixin Ma, Chong-Wah Ngo:
SQL-Like Interpretable Interactive Video Search. MMM (2) 2021: 391-397
[d1]
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Silvan Heller, Viktor Gsteiger, Werner Bailer, Cathal Gurrin, Björn Þór Jónsson, Jakub Lokoc, Andreas Leibetseder, Frantisek Mejzlík, Ladislav Peska, Luca Rossetto, Konstantin Schall, Klaus Schoeffmann, Heiko Schuldt, Florian Spiess, Ly-Duyen Tran, Lucia Vadicamo, Patrik Veselý, Stefanos Vrochidis, Jiaxin Wu:
Log of the 10th Video Browser Showdown 2021. Zenodo, 2021
2020
[j5]
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Jiaxin Wu, Sheng-hua Zhong, Yan Liu:
Dynamic graph convolutional network for multi-video summarization. Pattern Recognit. 107: 107382 (2020)
[c9]
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Jiaxin Wu, Chong-Wah Ngo:
Interpretable Embedding for Ad-Hoc Video Search. ACM Multimedia 2020: 3357-3366
[c8]
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Phuong Anh Nguyen, Jiaxin Wu, Chong-Wah Ngo, Danny Francis, Benoit Huet:
VIREO @ Video Browser Showdown 2020. MMM (2) 2020: 772-777
[c7]
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Jiaxin Wu, Phuong Anh Nguyen, Chong-Wah Ngo:
VIREO @ TRECVid 2020: Ad-hoc Video Search. TRECVID 2020

2010 – 2019

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2019
[j4]
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Zheng Ma, Jiaxin Wu, Sheng-hua Zhong, Jianmin Jiang, Stephen J. Heinen:
Human Eye Movements Reveal Video Frame Importance. Computer 52(5): 48-57 (2019)
[j3]
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Sheng-hua Zhong, Jiaxin Wu, Jianmin Jiang:
Video summarization via spatio-temporal deep architecture. Neurocomputing 332: 224-235 (2019)
[c6]
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Zheng Ma, Jiaxin Wu, Sheng-hua Zhong, Stephen J. Heinen:
Object-based and multi-frame motion information predict human eye movement patterns during video viewing. HVEI 2019
[c5]
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Jiaxin Wu, Sheng-Hua Zhong, Yan Liu:
MvsGCN: A Novel Graph Convolutional Network for Multi-video Summarization. ACM Multimedia 2019: 827-835
[c4]
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Phuong Anh Nguyen, Jiaxin Wu, Chong-Wah Ngo, Danny Francis, Benoit Huet:
VIREO-EURECOM @ TRECVID 2019: Ad-hoc Video Search (AVS). TRECVID 2019
2018
[j2]
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Jiaxin Wu, Sheng-hua Zhong, Zheng Ma, Stephen J. Heinen, Jianmin Jiang:
Foveated convolutional neural networks for video summarization. Multim. Tools Appl. 77(22): 29245-29267 (2018)
[c3]
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Jiaxin Wu, Sheng-hua Zhong, Zheng Ma, Stephen J. Heinen, Jianmin Jiang:
Gaze Aware Deep Learning Model for Video Summarization. PCM (2) 2018: 285-295
2017
[j1]
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Jiaxin Wu, Sheng-hua Zhong, Jianmin Jiang, Yunyun Yang:
A novel clustering method for static video summarization. Multim. Tools Appl. 76(7): 9625-9641 (2017)
[c2]
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Rong-Qin Xu, Sheng-hua Zhong, Gaoyang Tang, Jiaxin Wu, Yingying Zhu:
Adaptive Dehaze Method for Aerial Image Processing. PSIVT 2017: 290-301
2016
[c1]
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Sheng-hua Zhong, Jiaxin Wu, Yingying Zhu, Peiqi Liu, Jianmin Jiang, Yan Liu:
Visual Orientation Inhomogeneity Based Convolutional Neural Networks. ICTAI 2016: 477-484

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