Xianxu Hou

Harbin Institute of Technology — China

Computer Science · Physical Sciences

20h-index1.8kcitations90works2.02yr avg
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Research Topics

Face recognition and analysis(28), Generative Adversarial Networks and Image Synthesis(23), Advanced Image Processing Techniques(23), AI in cancer detection(12), Advanced Neural Network Applications(11)

Publications90 total

Prompt Tuning for CLIP on the Pretrained Manifold
arXiv (Cornell University)·2026Open Access
Prompt Tuning for CLIP on the Pretrained Manifold
ArXiv.org·2026Open Access
IdTrPalm: Identity-Traceable Stylized Palmprint Image Generation
Lecture notes in computer science·2026
CellMamba: Adaptive Mamba for Accurate and Efficient Cell Detection
ArXiv.org·2025Open Access
CellMamba: Adaptive Mamba for Accurate and Efficient Cell Detection
arXiv (Cornell University)·2025Open Access
Unknown Pixel Mask Based Fine-tuning of 2D Inpainting Models for Unbounded 3D Scene Generation from a Single Image
2025
DisFaceRep: Representation Disentanglement for Co-occurring Facial Components in Weakly Supervised Face Parsing
2025· 1 citedOpen Access
GPTFace: Generative Pre-training of Facial-Linguistic Transformer by Span Masking and Weakly Correlated Text-image Data
arXiv (Cornell University)·2025Open Access
Frequency Restoration and Modality Enforcement towards Resisting-corruption Multimodal Sentiment Analysis
ACM Transactions on Multimedia Computing Communications and Applications·2025· 1 cited
FaceBench: A Multi-View Multi-Level Facial Attribute VQA Dataset for Benchmarking Face Perception MLLMs
2025· 3 cited
A codebook-driven approach for low-light image enhancement
Engineering Applications of Artificial Intelligence·2025· 14 citedOpen Access
CLIMS++: Cross Language Image Matching with Automatic Context Discovery for Weakly Supervised Semantic Segmentation
International Journal of Computer Vision·2025
FaceBench: A Multi-View Multi-Level Facial Attribute VQA Dataset for Benchmarking Face Perception MLLMs
arXiv (Cornell University)·2025Open Access
High-Fidelity Editable Portrait Synthesis with 3D GAN Inversion
2025
Pseudo Training Data Generation for Unsupervised Cell Membrane Segmentation in Immunohistochemistry Images
2024
FLIP-80M: 80 Million Visual-Linguistic Pairs for Facial Language-Image Pre-Training
2024
Low-Light Enhancement Effect on Classification and Detection: An Empirical Study
arXiv (Cornell University)·2024Open Access
Multi-View Learning with Context-Guided Receptance for Image Denoising
2024· 3 citedOpen Access
Light-Aware Contrastive Learning for Low-Light Image Enhancement
ACM Transactions on Multimedia Computing Communications and Applications·2024· 20 citedOpen Access
Dynamic data sampler for cross-language transfer learning in large language models
arXiv (Cornell University)·2024Open Access
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Frequent Co-authors

Linlin Shen(29), Guoping Qiu(27), Jingxin Liu(14), Bozhi Liu(13), Ke Sun(11), Bolei Xu(10), Jiasong Zhu(6), Jiang Duan(4), Jonathan M. Garibaldi(4), Ian O. Ellis(4), Xiaokang Zhang(4), Hanbang Liang(4), Zhihui Lai(4), Yuanhao Gong(4), Jinheng Xie(3), Junliang Chen(3), Sen Jia(3), Weidong Lin(3), Andrew R. Green(3), Jun Wan(3)