Highlight Publications

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  1. Min Wang, Wengang Zhou, and Houqiang Li, “Revisit Weakly Supervised Hashing with Deep Multi-modal Foundation Models,” Accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), May 2025.

  2. Xiaohan Lei, Min Wang, Wengang Zhou, and Houqiang Li, “GaussNav: Gaussian Splatting for Visual Navigation,” Accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), January 2025.

  3. Weilun Wang, Jianmin Bao, Wengang Zhou, Dongdong Chen, Dong Chen, Lu Yuan, and Houqiang Li, “SinDiffusion: Learning a Diffusion Model from a Single Natural Image,” Accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), January 2025.

  4. Min Wang, Wengang Zhou, Xin Yao, Qi Tian, and Houqiang Li, “Towards Codebook-free Deep Probabilistic Quantization for Image Retrieval,” IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 46(2): 626-640, 2024.

  5. Yiheng Liu, Wengang Zhou, Qiaokang Xie, and Houqiang Li, “Unsupervised Person Re-Identification with Wireless Positioning under Weak Scene Labeling,” IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 45(4): 5282-5295, 2023.

  6. Hezhen Hu, Weichao Zhao, Wengang Zhou, and Houqiang Li, “SignBERT+: Hand-model-aware Self-supervised Pre-training for Sign Language Understanding,” IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 45(9):11221-11239, 2023.

  7. Jiajun Deng, Zhengyuan Yang, Daqing Liu, Tianlang Chen, Wengang Zhou, Yanyong Zhang, Houqiang Li, and Wanli Ouyang, “TransVG++: End-to-End Visual Grounding with Language Conditioned Vision Transformer,” IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 45(11): 13636-13652, 2023.

  8. Jinhua Zhu, Yingce Xia, Lijun Wu, Jiajun Deng, Wengang Zhou, Tao Qin, Tie-Yan Liu, and Houqiang Li, “Masked Contrastive Representation Learning for Reinforcement Learning,” IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 45(3): 3421-3433, 2023.

  9. Wengang Zhou, Houqiang Li, Jian Sun, and Qi Tian, “Collaborative Index Embedding for Image Retrieval,” IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 40, no. 5, pp. 1154-1166, 2018.

  10. Wengang Zhou, Ming Yang, Xiaoyu Wang, Houqiang Li, Yuanqing Lin, and Qi Tian, “Scalable Feature Matching by Dual Cascaded Scalar Quantization for Image Retrieval,” IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 38, no. 1, pp. 159-171, 2016.