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Publication date Communities Collections Article title Author(s) Journal/Conference
8 Dec 2025 SERC Institute of High Performance Computing  Physics-Constrained Diffusion for Lightweight Composite Material Design Hangwei Qian, Yang He, BingJin Chen, Mohit Sharma, Ivor Tsang NeurIPS 2025
10 Dec 2024 SERC Institute of High Performance Computing  Are Large-scale Soft Labels Necessary for Large-scale Dataset Distillation? Lingao Xiao, Yang He 2024 Conference on Neural Information Processing Systems
21 Jun 2024 BMRC Bioinformatics Institute Deciphering spatial domains from spatial multi-omics with SpatialGlue Yahui Long, Kok Siong Ang, Raman Sethi, Sha Liao, Yang Heng, Lynn van Olst, Shuchen Ye, Chengwei Zhong, Hang Xu, Di Zhang, Immanuel Kwok, Nazihah Husna, Min Jian, Lai Guan Ng, Ao Chen, Nicholas R. J. Gascoigne, David Gate, Rong Fan, Xun Xu, Jinmiao Chen Nature Methods
16 Jan 2024 SERC Institute of High Performance Computing  Multisize Dataset Condensation Yang He, Lingao Xiao, Joey Tianyi Zhou, Ivor Tsang Twelfth International Conference on Learning Representations
16 Jan 2024 SERC Institute of High Performance Computing  Data-independent Module-aware Pruning for Hierarchical Vision Transformers Yang He, Joey Tianyi Zhou The Twelfth International Conference on Learning Representations (ICLR)
28 Nov 2023 SERC Institute of High Performance Computing  Structured Pruning for Deep Convolutional Neural Networks: A Survey Yang He, Lingao Xiao IEEE Transactions on Pattern Analysis and Machine Intelligence
3 Nov 2023 SERC Institute of High Performance Computing  You Only Condense Once: Two Rules for Pruning Condensed Datasets Yang He, Lingao Xiao, Joey Tianyi Zhou Thirty-seventh Annual Conference on Neural Information Processing Systems
4 Apr 2023 SERC Institute of High Performance Computing  Progressive Local Filter Pruning for Image Retrieval Acceleration Xiaodong Wang, Zhedong Zheng, Yang He, Fei Yan, Zhiqiang Zeng, Yi Yang IEEE Transactions on Multimedia
18 Feb 2022 SERC Institute of High Performance Computing  Filter Pruning by Switching to Neighboring CNNs With Good Attributes Yang He, Ping Liu, Linchao Zhu, Yi Yang IEEE Transactions on Neural Networks and Learning Systems
15 Dec 2021 SERC Institute of High Performance Computing  Soft Person Reidentification Network Pruning via Blockwise Adjacent Filter Decaying Xiaodong Wang, Zhedong Zheng, Yang He, Fei Yan, Zhiqiang Zeng, Yi Yang IEEE Transactions on Cybernetics