Dictionary Learning in Optimal Metric Space. - Jiexi Yan; Cheng Deng; Xianglong Liu 001 (AAAI, 2018)

Unsupervised Hyperbolic Metric Learning. - Jiexi Yan; Lei Luo 001; Cheng Deng; Heng Huang (CVPR, 2021)

Domain-Smoothing Network for Zero-Shot Sketch-Based Image Retrieval. - Zhipeng Wang; Hao Wang 062; Jiexi Yan; Aming Wu; Cheng Deng (IJCAI, 2021)

Noise Is Also Useful: Negative Correlation-Steered Latent Contrastive Learning. - Jiexi Yan; Lei Luo 001; Chenghao Xu; Cheng Deng; Heng Huang (CVPR, 2022)

MetricFormer: A Unified Perspective of Correlation Exploring in Similarity Learning. - Jiexi Yan; Erkun Yang; Cheng Deng; Heng Huang (NeurIPS, 2022)

Learning with Diversity: Self-Expanded Equalization for Better Generalized Deep Metric Learning. - Jiexi Yan; Zhihui Yin; Erkun Yang; Yanhua Yang; Heng Huang (ICCV, 2023)

Adaptive Hierarchical Similarity Metric Learning With Noisy Labels. - Jiexi Yan; Lei Luo 001; Cheng Deng; Heng Huang (IEEE Trans. Image Process., 2023)

Asymmetric Mutual Alignment for Unsupervised Zero-Shot Sketch-Based Image Retrieval. - Zhihui Yin; Jiexi Yan; Chenghao Xu; Cheng Deng (AAAI, 2024)

LLM Knows Body Language, Too: Translating Speech Voices into Human Gestures. - Chenghao Xu; Guangtao Lyu; Jiexi Yan; Muli Yang; Cheng Deng (ACL (1), 2024)

Retrieval Across Any Domains via Large-scale Pre-trained Model. - Jiexi Yan; Zhihui Yin; Chenghao Xu; Cheng Deng; Heng Huang (ICML, 2024)

Rethinking Noise Sampling in Class-Imbalanced Diffusion Models. - Chenghao Xu; Jiexi Yan; Muli Yang; Cheng Deng (IEEE Trans. Image Process., 2024)

Implicit Compositional Generative Network for Length-Variable Co-Speech Gesture Synthesis. - Chenghao Xu; Jiexi Yan; Yanhua Yang; Cheng Deng (IEEE Trans. Multim., 2024)

Causality-Invariant Interactive Mining for Cross-Modal Similarity Learning. - Jiexi Yan; Cheng Deng; Heng Huang; Wei Liu 005 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Towards Unified Human Motion-Language Understanding via Sparse Interpretable Characterization. - Guangtao Lyu; Chenghao Xu; Jiexi Yan; Muli Yang; Cheng Deng (ICLR, 2025)

CLIP-based autonomous visual prompting for unsupervised domain incremental learning. - Jiaping Yu; Muli Yang; Jiexi Yan; Cheng Deng (Neurocomputing, 2025)

Keep and Extent: Unified Knowledge Embedding for Few-Shot Image Generation. - Chenghao Xu; Jiexi Yan; Cheng Deng (IEEE Trans. Image Process., 2025)

Dual-Perspective United Transformer for Object Segmentation in Optical Remote Sensing Images. - Yanguang Sun; Jiexi Yan; Jianjun Qian; Chunyan Xu; Jian Yang 003; Lei Luo 001 (CoRR, 2025)

Straighten Viscous Rectified Flow via Noise Optimization. - Jimin Dai; Jiexi Yan; Jian Yang 003; Lei Luo 001 (CoRR, 2025)