LW
Liyuan Wang
cs.LGcs.AIcs.CVmath.NTArtificial IntelligenceLearningNeural Networks, Computerneurosciencestat.MLAquatic plants
On Valency
published · living versionsW_r8zuank2·v1 · currentpublished
Preprints & journals
39 papers in the corpus · 2017–2026Brain-inspired spatial intelligence for embodied agents.42364983 · Ruan, Shouwei, Wang, Liyuan, Kang, Caixin et al.2026 · 1 citationNature communications. 2026;17(1)
Steering topology distributions for unified generative design of architected metamaterials2607.24777v1 · Haolin Li, Yuyang Miao, Menglei Li et al.2026 · 0 citationsarXiv
Spacing effect improves generalization in biological and artificial systems.42328203 · Sun, Guanglong, Huang, Ning, Yan, Hongwei et al.2026 · 0 citationsPatterns (New York, N.Y.). 2026;7(6):101564
Position: Modular Memory is the Key to Continual Learning Agents2603.01761v2 · Vaggelis Dorovatas, Malte Schwerin, Andrew D. Bagdanov et al.2026 · 0 citationsarXiv
Safety Alignment as Continual Learning: Mitigating the Alignment Tax via Orthogonal Gradient Projection2602.07892v2 · Guanglong Sun, Siyuan Zhang, Liyuan Wang et al.2026 · 0 citationsarXiv
MePo: Meta Post-Refinement for Rehearsal-Free General Continual Learning2602.07940v3 · Guanglong Sun, Hongwei Yan, Liyuan Wang et al.2026 · 0 citationsarXiv
Continual learning: A systematic literature review.41183437 · Yang, Qinwen, Wang, Liyuan, Wicker, Joerg et al.2026 · 15 citationsNeural networks : the official journal of the International Neural Network Society. 2026;195:108226
Domain Generalizable Continual Learning2510.16914v1 · Hongwei Yan, Guanglong Sun, Zhiqi Kang et al.2025 · 0 citationsarXiv
Convergent multi-modular architecturefor adaptive learning in Drosophila and artificial intelligence.41244560 · Wang, Liyuan, Li, Qian2025 · 1 citationiScience. 2025;28(11):113799
HiDe-PET: Continual Learning via Hierarchical Decomposition of Parameter-Efficient Tuning.40249678 · Wang, Liyuan, Xie, Jingyi, Zhang, Xingxing et al.2025 · 6 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(8):6687-6702
Do more observations bring more information in rare events?2506.13671v1 · Danyang Huang, Liyuan Wang, Liping Zhu2025 · 0 citationsarXiv
Versatile Cardiovascular Signal Generation with a Unified Diffusion Transformer2505.22306v2 · Zehua Chen, Yuyang Miao, Liyuan Wang et al.2025 · 9 citationsarXiv
Advancing Prompt-Based Methods for Replay-Independent General Continual Learning2503.00677v1 · Zhiqi Kang, Liyuan Wang, Xingxing Zhang et al.2025 · 0 citationsarXiv
Right Time to Learn:Promoting Generalization via Bio-inspired Spacing Effect in Knowledge Distillation2502.06192v2 · Guanglong Sun, Hongwei Yan, Liyuan Wang et al.2025 · 0 citationsarXiv
The Pell sequence and cyclotomic matrices involving squares over finite fields2501.01667v4 · Hai-Liang Wu, Li-Yuan Wang, He-Xia Ni2025 · 0 citationsActa Arithmetica, (224) 2026, 1-25
A Comprehensive Survey of Action Quality Assessment: Method and Benchmark2412.11149v2 · Kanglei Zhou, Ruizhi Cai, Liyuan Wang et al.2024 · 10 citationsPattern Recognition, 2026, Article 113933
SLCA++: Unleash the Power of Sequential Fine-tuning for Continual Learning with Pre-training2408.08295v1 · Gengwei Zhang, Liyuan Wang, Guoliang Kang et al.2024 · 0 citationsarXiv
Inorganic carbon utilization strategies of plateau aquatic plants in response to native habitats.39133367 · Jia, Jiajia, Jiang, Hongsheng, Zhu, Xi et al.2024 · 8 citationsPhotosynthesis research. 2024;162(1):47-62
A Comprehensive Survey of Continual Learning: Theory, Method and Application.38407999 · Wang, Liyuan, Zhang, Xingxing, Su, Hang et al.2024 · 1,107 citationsIEEE transactions on pattern analysis and machine intelligence. 2024;46(8):5362-5383
CoFInAl: Enhancing Action Quality Assessment with Coarse-to-Fine Instruction Alignment2404.13999v1 · Kanglei Zhou, Junlin Li, Ruizhi Cai et al.2024 · 17 citationsarXiv
DualTeacher: Bridging Coexistence of Unlabelled Classes for Semi-supervised Incremental Object Detection2401.05362v1 · Ziqi Yuan, Liyuan Wang, Wenbo Ding et al.2023 · 0 citationsarXiv
Pearl: A Production-ready Reinforcement Learning Agent2312.03814v2 · Zheqing Zhu, Rodrigo de Salvo Braz, Jalaj Bhandari et al.2023 · 3 citationsJournal of Machine Learning Research, 2024
Towards a General Framework for Continual Learning with Pre-training2310.13888v2 · Liyuan Wang, Jingyi Xie, Xingxing Zhang et al.2023 · 2 citationsarXiv
Incorporating Neuro-Inspired Adaptability for Continual Learning in Artificial Intelligence2308.14991v2 · Liyuan Wang, Xingxing Zhang, Qian Li et al.2023 · 91 citationsarXiv
Genetic dissection of mutual interference between two consecutive learning tasks in Drosophila.36897069 · Zhao, Jianjian, Zhang, Xuchen, Zhao, Bohan et al.2023 · 6 citationseLife. 2023;12
SLCA: Slow Learner with Classifier Alignment for Continual Learning on a Pre-trained Model2303.05118v4 · Gengwei Zhang, Liyuan Wang, Guoliang Kang et al.2023 · 124 citationsarXiv
A note on additive complements of the squares2211.16810v3 · Yuchen Ding, Yu-Chen Sun, Li-Yuan Wang et al.2022 · 0 citationsarXiv
CoSCL: Cooperation of Small Continual Learners is Stronger than a Big One2207.06543v1 · Liyuan Wang, Xingxing Zhang, Qian Li et al.2022 · 36 citationsEuropean Conference on Computer Vision (ECCV) 2022
Triple-Memory Networks: A Brain-Inspired Method for Continual Learning.34529579 · Wang, Liyuan, Lei, Bo, Li, Qian et al.2022 · 53 citationsIEEE transactions on neural networks and learning systems. 2022;33(5):1925-1934
Memory Replay with Data Compression for Continual Learning2202.06592v2 · Liyuan Wang, Xingxing Zhang, Kuo Yang et al.2022 · 63 citationsICLR 2022
AFEC: Active Forgetting of Negative Transfer in Continual Learning2110.12187v2 · Liyuan Wang, Mingtian Zhang, Zhongfan Jia et al.2021 · 54 citations35th Conference on Neural Information Processing Systems (NeurIPS 2021)
Applications of circulant matrices to determinants involving -th power residues2109.12770v1 · Hai-Liang Wu, Li-Yuan Wang2021 · 0 citationsarXiv
Few-shot Continual Learning: a Brain-inspired Approach2104.09034v1 · Liyuan Wang, Qian Li, Yi Zhong et al.2021 · 2 citationsarXiv
Frobenius matrices and a variant of Zolotarev's theorem2101.05558v2 · Hai-Liang Wu, Li-Yuan Wang2021 · 0 citationsarXiv
Relaxed Conditional Image Transfer for Semi-supervised Domain Adaptation2101.01400v1 · Qijun Luo, Zhili Liu, Lanqing Hong et al.2021 · 4 citationsarXiv
ORDisCo: Effective and Efficient Usage of Incremental Unlabeled Data for Semi-supervised Continual Learning2101.00407v2 · Liyuan Wang, Kuo Yang, Chongxuan Li et al.2021 · 77 citationsCVPR 2021
Capillarity-Induced Propagation Reversal of Chemical Waves in a Self-oscillating Gel.32298110 · Wang, Liyuan, Yu, Zhan, Gao, Qingyu et al.2020 · 6 citationsThe journal of physical chemistry. A. 2020;124(18):3530-3534
Some permutations over concerning primitive roots1810.11642v1 · Li-Yuan Wang, Hao Pan2018 · 0 citationsarXiv
Disrupted-in-Schizophrenia-1 (DISC1) protein disturbs neural function in multiple disease-risk pathways.28472294 · Shao, Lisha, Lu, Binyan, Wen, Zhexing et al.2018 · 21 citationsHuman molecular genetics. 2017;26(14):2634-2648
Career total: 123 works. 39 are in this corpus.
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