PW
Peisong Wen
cs.CVcs.LGcs.AI
On Valency
published · living versionsW_w226dxqa·v1 · currentpublished
CODI: Improving Self-Supervised Vision Transformers with Cross Distillation
with Siran Dai, Qianqian Xu, Yang Liu, Xiaochun Cao +1
1 version
Preprints & journals
24 papers in the corpus · 2021–2026CODI: Improving Self-Supervised Vision Transformers with Cross Distillation2610.30639v1 · Siran Dai, Qianqian Xu, Peisong Wen et al.2026 · 0 citationsarXivon Valency
Slot-JEPA: Object-Structured Prediction Interfaces for Latent World Models2610.28074v1 · Peisong Wen, Qianqian Xu, Minye Lei et al.2026 · 0 citationsarXiv
When 1+1 Backfires: Rethinking Relevance-Diversity Balancing for Sample-Aware Visual Token Reduction2610.16615v1 · Yihang Huang, Peisong Wen, Chenhao Zhou et al.2026 · 0 citationsarXiv
Training-Free Composed Video Retrieval via Visual Representation-Guided Video-LLM Reasoning2606.02321v1 · Yang Liu, Qianqian Xu, Peisong Wen et al.2026 · 0 citationsarXiv
The Devil is in the Condition Numbers: Why is GLU Better than non-GLU Structure?2605.20749v2 · Xingyu Lyu, Qianqian Xu, Zhiyong Yang et al.2026 · 0 citationsarXiv
From Static to Dynamic: Exploring Self-supervised Image-to-Video Representation Transfer Learning2603.26597v1 · Yang Liu, Qianqian Xu, Peisong Wen et al.2026 · 0 citationsarXiv
Cost-aware AUC Optimization via Adaptive Kernel Density Estimation.41343304 · Wen, Peisong, Xu, Qianqian, Yang, Zhiyong et al.2025 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;PP
Semantic Concentration for Self-Supervised Dense Representations Learning.40986579 · Wen, Peisong, Xu, Qianqian, Dai, Siran et al.2026 · 1 citationIEEE transactions on pattern analysis and machine intelligence. 2026;48(2):1185-1201
HiGFA: Hierarchical Guidance for Fine-grained Data Augmentation with Diffusion Models2511.12547v4 · Zhiguang Lu, Qianqian Xu, Peisong Wen et al.2025 · 0 citationsarXiv
TuckA: Hierarchical Compact Tensor Experts for Efficient Fine-Tuning2511.06859v1 · Qifeng Lei, Zhiyong Yang, Qianqian Xu et al.2025 · 0 citationsarXiv
Exploring Structural Degradation in Dense Representations for Self-supervised Learning2510.17299v1 · Siran Dai, Qianqian Xu, Peisong Wen et al.2025 · 0 citationsarXiv
Learn Faster and Remember More: Balancing Exploration and Exploitation for Continual Test-time Adaptation2508.12643v1 · Pinci Yang, Peisong Wen, Ke Ma et al.2025 · 0 citationsarXiv
Self-supervised Representation Learning with Local Aggregation for Image-based Profiling2506.14265v2 · Siran Dai, Qianqian Xu, Peisong Wen et al.2025 · 1 citationarXiv
When the Future Becomes the Past: Taming Temporal Correspondence for Self-supervised Video Representation Learning2503.15096v1 · Yang Liu, Qianqian Xu, Peisong Wen et al.2025 · 8 citationsarXiv
AUCSeg: AUC-oriented Pixel-level Long-tail Semantic Segmentation2409.20398v2 · Boyu Han, Qianqian Xu, Zhiyong Yang et al.2024 · 6 citationsarXiv
Not All Pairs are Equal: Hierarchical Learning for Average-Precision-Oriented Video Retrieval2407.15566v1 · Yang Liu, Qianqian Xu, Peisong Wen et al.2024 · 9 citationsarXiv
Top-K Pairwise Ranking: Bridging the Gap Among Ranking-Based Measures for Multi-Label Classification2407.06709v1 · Zitai Wang, Qianqian Xu, Zhiyong Yang et al.2024 · 4 citationsarXiv
Algorithm-Dependent Generalization of AUPRC Optimization: Theory and Algorithm.38315603 · Wen, Peisong, Xu, Qianqian, Yang, Zhiyong et al.2024 · 14 citationsIEEE transactions on pattern analysis and machine intelligence. 2024;46(7):5062-5079
AUC-Oriented Domain Adaptation: From Theory to Algorithm.37561615 · Yang, Zhiyong, Xu, Qianqian, Bao, Shilong et al.2023 · 20 citationsIEEE transactions on pattern analysis and machine intelligence. 2023;45(12):14161-14174
Positive-Unlabeled Learning With Label Distribution Alignment.37751347 · Jiang, Yangbangyan, Xu, Qianqian, Zhao, Yunrui et al.2023 · 27 citationsIEEE transactions on pattern analysis and machine intelligence. 2023;45(12):15345-15363
A Study of Neural Collapse Phenomenon: Grassmannian Frame, Symmetry and Generalization2304.08914v2 · Peifeng Gao, Qianqian Xu, Peisong Wen et al.2023 · 2 citationsarXiv
Dist-PU: Positive-Unlabeled Learning from a Label Distribution Perspective2212.02801v1 · Yunrui Zhao, Qianqian Xu, Yangbangyan Jiang et al.2022 · 48 citationsarXiv
Exploring the Algorithm-Dependent Generalization of AUPRC Optimization with List Stability2209.13262v1 · Peisong Wen, Qianqian Xu, Zhiyong Yang et al.2022 · 7 citationsarXiv
Seeking the Shape of Sound: An Adaptive Framework for Learning Voice-Face Association2103.07293v1 · Peisong Wen, Qianqian Xu, Yangbangyan Jiang et al.2021 · 38 citationsarXiv
Career total: 32 works. 24 are in this corpus.
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