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- 2026
[j7]Jiongzhi Qiu, Yixuan Ye
, Liang Peng, Dan Yang, Jiajun Xian, Man-Fai Leung, Hangjun Che, Cheng Liu:
Self-supervised semantic graph propagation for multi-view clustering. Neural Networks 202: 108973 (2026)- [j6]Yixuan Ye, Jiawen Sun, Liang Peng, Dan Yang, Jiajun Xian, Wenjun Shen, Cheng Liu:
SEAL: Semantic-Aware Contrastive Learning for scRNA-Seq Clustering. IEEE Trans. Comput. Biol. Bioinform. 23(3): 1136-1147 (2026) - [j5]Liang Peng, Yixuan Ye, Cheng Liu, Hangjun Che, Fei Wang, Zhiwen Yu, Si Wu, Hau-San Wong:
SMART: Semantic Matching Contrastive Learning for Partially View-Aligned Clustering. IEEE Trans. Circuits Syst. Video Technol. 36(4): 4357-4370 (2026) - [j4]Liang Peng, Yixuan Ye, Cheng Liu, Hangjun Che, Man-Fai Leung, Si Wu, Hau-San Wong:
Trustworthy Neighborhoods Mining: Homophily-Aware Neutral Contrastive Learning for Graph Clustering. IEEE Trans. Knowl. Data Eng. 38(1): 679-693 (2026) - [c2]Liang Peng, Haopeng Liu, Yixuan Ye, Cheng Liu, Wenjun Shen, Si Wu, Hau-San Wong:
Refinement Contrastive Learning of Cell-Gene Associations for Unsupervised Cell Type Identification. AAAI 2026: 908-916 - [i9]Yixuan Ye, Xuanyu Lu, Yuxin Jiang, Yuchao Gu, Rui Zhao, Qiwei Liang, Jiachun Pan, Fengda Zhang, Weijia Wu, Alex Jinpeng Wang:
MIND: Benchmarking Memory Consistency and Action Control in World Models. CoRR abs/2602.08025 (2026) - [i8]Junyuan Xiao, Dingkang Liang, Xin Zhou, Yixuan Ye, Tongtong Su, Guangmo Yi, Bin Xia, Qiang Lyu, Shurui Shi, Jun Huang, Jianlou Si, Wenming Yang:
Divide and Conquer: Decoupled Representation Alignment for Multimodal World Models. CoRR abs/2605.01896 (2026) - [i7]Yihao Wang, Haoran Xu, Renjie Gu, Yixuan Ye, Xinyi Chen, Xinyu Mu, Yuan Gao, Chunxiao Guo, Peng Wei, Jinjie Gu, Huan Li, Ke Chen, Lidan Shou:
MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare. CoRR abs/2605.11814 (2026) - [i6]Jashin Ye, Dongxiao Wang, Yixuan Ye, Sashuai Zhou, Weihuang Lin, Mingyang Han, Kunpeng Wang, Zeyu Yuan, Boyu Li, Haoxiang Shi, Jingchen Shu, Jun Song, Bo Zheng:
VoiceGiraffe: A Benchmark for Extreme Long-Context Audio-Language Understanding. CoRR abs/2605.27976 (2026) - 2025
- [j3]Jiaqi Hu, Yixuan Ye, Chi Zhang, Yunfeng Ruan, Pradeep Natarajan, Hongyu Zhao:
Robust pleiotropy-decomposed polygenic scores identify distinct contributions to elevated coronary artery disease polygenic risk. PLoS Comput. Biol. 21(6): 1013191 (2025) - [c1]Yixuan Ye, Yang Zhang, Liang Peng, Rui Li, Cheng Liu, Si Wu, Hau-San Wong:
Cross-View Neighborhood Contrastive Multi-View Clustering with View Mixup Feature Learning. ICME 2025: 1-6 - [i5]Qiwei Liang, Boyang Cai, Minghao Lai, Sitong Zhuang, Tao Lin, Yan Qin, Yixuan Ye, Jiaming Liang, Renjing Xu:
Bootstrap Dynamic-Aware 3D Visual Representation for Scalable Robot Learning. CoRR abs/2512.00074 (2025) - [i4]Liang Peng, Haopeng Liu, Yixuan Ye, Cheng Liu, Wenjun Shen, Si Wu, Hau-San Wong:
Refinement Contrastive Learning of Cell-Gene Associations for Unsupervised Cell Type Identification. CoRR abs/2512.10640 (2025) - [i3]Liang Peng, Yixuan Ye, Cheng Liu, Hangjun Che, Man-Fai Leung, Si Wu, Hau-San Wong:
Trustworthy Neighborhoods Mining: Homophily-Aware Neutral Contrastive Learning for Graph Clustering. CoRR abs/2512.15027 (2025) - [i2]Liang Peng, Yixuan Ye, Cheng Liu, Hangjun Che, Fei Wang, Zhiwen Yu, Si Wu, Hau-San Wong:
SMART: Semantic Matching Contrastive Learning for Partially View-Aligned Clustering. CoRR abs/2512.15396 (2025) - 2024
- [i1]Yixuan Ye, Ce Wang, Wanjie Sun, Zhenzhong Chen:
Map-Assisted Remote-Sensing Image Compression at Extremely Low Bitrates. CoRR abs/2409.01935 (2024) - 2023
- [j2]Yixuan Ye, Jiaqi Hu, Fuyuan Pang, Can Cui, Hongyu Zhao:
Genomic risk prediction of cardiovascular diseases among type 2 diabetes patients in the UK Biobank. Frontiers Bioinform. 3 (2023) - 2021
- [j1]Yiliang Zhang, Youshu Cheng, Wei Jiang, Yixuan Ye, Qiongshi Lu, Hongyu Zhao:
Comparison of methods for estimating genetic correlation between complex traits using GWAS summary statistics. Briefings Bioinform. 22(5) (2021)
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