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about

Peng Hu (胡鹏) is currently an associate researcher at the College of Computer Science, Sichuan University. From 2019 to 2020, he was a research scientist at Institute for Infocomm, Research Agency for Science, Technology, and Research (A*STAR) Singapore. He received his Ph.D. degree in computer science and technology from Sichuan University, China, in 2019. His current interests mainly focus on multi-view learning, cross-modal retrieval, and network compression.

publications

Published in , 1900

2024

  • Xinran Ma, Mouxing Yang, Yunfan Li, Peng Hu, Jiancheng Lv, Xi Peng#, Cross-modal Retrieval with Noisy Correspondence via Consistency Refining and Mining, IEEE Trans Image Processing (TIP), 2024. [Code]
  • Yang Qin, Yingke Chen, Dezhong Peng, Xi Peng, Joey Tianyi Zhou, Peng Hu#, Noisy-Correspondence Learning for Text-to-Image Person Re-identification, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024. [Code]
  • Mouxing Yang, Yunfan Li, Changqing Zhang, Peng Hu, Xi Peng#, Test-time Adaption against Multi-modal Reliability Bias, 12th International Conference on Learning Representations (ICLR 2024), May 7-11, Vienna, Austria, 2024.
  • Yiding Lu, Yijie Lin, Mouxing Yang, Dezhong Peng, Peng Hu#, Xi Peng#, Decoupled Contrastive Multi-view Clustering with High-order Random Walks, Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI 2024), Feb. 20-27, Vancouver, Canada, 2024. [Code]
  • Yuan Sun, Jian Dai, Zhenwen Ren, Yingke Chen, Dezhong Peng,Peng Hu#, Dual Self-Paced Cross-Modal Hashing, Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI 2024), Feb. 20-27, Vancouver, Canada, 2024.
  • Siyuan Hu, Zheng Wang, Peng Hu, Xi Peng, Jie Wu, Yew Soon Ong, Hongyuan Zhu, PrefAce: Face-centric Pretraining with Self-structure Aware Distillation, Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI 2024), Feb. 20-27, Vancouver, Canada, 2024.

researches

Research Interests

  • Multi-view Learning
  • Multimedia Analysis
  • Neural Network Compression