YS
Yanan Sun
cs.CVcs.NEcs.LGcs.AIcs.DCAlgorithmscs.CReess.IVNeural Networks, Computerstat.ML
On Valency
published · living versionsW_fmnygec3·v1 · currentpublished
Incentivizing Self-Learning in Large Language Models via Reinforcement Learning
with Lingkai Kong, Yuzhe Gu, Haiteng Zhao, Zijian Wu +4
1 version
W_9czab84t·v1published
W_ffw4e4ww·v1published
W_8f65yhnm·v1published
Preprints & journals
51 papers in the corpus · 2017–2026Accurate and Robust Neural Architecture Search via a Flexible Supernet.41489947 · Feng, Yuqi, Ou, Yuwei, Sun, Yanan2026 · 0 citationsIEEE transactions on neural networks and learning systems. 2026;37(7):3176-3190
DGADS: A graph-based agentic decision support system for precision dental question answering.42385839 · Xiong, Yu-Tao, Chen, Yu-Xin, Sun, Ya-Nan et al.2026 · 1 citationJournal of dentistry. 2026;175:106875
IstGPT: LLM-based Anomaly Detection for Spatial-Temporal Graph in Industrial Systems2606.01691v1 · Yuchen Zhang, Ning Xi, Pengbin Feng et al.2026 · 0 citationsarXiv
A Multiagent Transformer-Based Algorithm for Multitask Dynamic Scheduling With Constrained Machines.41774658 · Liu, Yun, Modampuri, Sri Srinivasa Raju, Fan, Jiahao et al.2026 · 0 citationsIEEE transactions on cybernetics. 2026;56(5):2583-2596
Correction: Research on order batching optimization based on improved NSGA-II algorithm.40906692 · Xu, Huiyue, Shao, Juping, Sun, Yanan2026 · 1 citationPloS one. 2025;20(9):e0331708
E-3SFC: Communication-Efficient Federated Learning With Double-Way Features Synthesizing.40031647 · Zhou, Yuhao, Tian, Yuxin, Shi, Mingjia et al.2025 · 1 citationIEEE transactions on neural networks and learning systems. 2025;36(8):14922-14936
MotionShot: Adaptive Motion Transfer across Arbitrary Objects for Text-to-Video Generation2507.16310v1 · Yanchen Liu, Yanan Sun, Zhening Xing et al.2025 · 3 citationsarXiv
Surrogate-Assisted Evolution for Efficient Multi-branch Connection Design in Deep Neural Networks2506.20469v1 · Fergal Stapleton, Daniel Garc'ia N'unez, Yanan Sun et al.2025 · 1 citationarXiv
Rethinking the Stability-Plasticity Trade-off in Continual Learning from an Architectural Perspective2506.03951v2 · Aojun Lu, Hangjie Yuan, Tao Feng et al.2025 · 1 citationarXiv
LRNAS: Differentiable Searching for Adversarially Robust Lightweight Neural Architecture.38568761 · Feng, Yuqi, Lv, Zeqiong, Chen, Hongyang et al.2025 · 11 citationsIEEE transactions on neural networks and learning systems. 2025;36(3):5629-5643
Research on order batching optimization based on improved NSGA-II algorithm.39999111 · Xu, Huiyue, Shao, Juping, Sun, Yanan2025 · 3 citationsPloS one. 2025;20(2):e0319182
Object detection in motion management scenarios based on deep learning.39752546 · Pei, Baocheng, Sun, Yanan, Fu, Yebiao et al.2025 · 1 citationPloS one. 2025;20(1):e0315130
Revisiting Long-Tailed Learning: Insights from an Architectural Perspective2411.06098v4 · Yuhan Pan, Yanan Sun, Wei Gong2024 · 1 citationarXiv
Split-Level Evolutionary Neural Architecture Search With Elite Weight Inheritance.37224355 · Huang, Junhao, Xue, Bing, Sun, Yanan et al.2024 · 49 citationsIEEE transactions on neural networks and learning systems. 2024;35(10):13523-13537
Neural Network With a Preference Sampling Paradigm for Imbalanced Data Classification.37018700 · Huang, Zhan Ao, Sang, Yongsheng, Sun, Yanan et al.2024 · 9 citationsIEEE transactions on neural networks and learning systems. 2024;35(7):9252-9266
Towards Accurate and Robust Architectures via Neural Architecture Search2405.05502v1 · Yuwei Ou, Yuqi Feng, Yanan Sun2024 · 13 citationsarXiv
Architecture Augmentation for Performance Predictor via Graph Isomorphism.37104105 · Xie, Xiangning, Sun, Yanan, Liu, Yuqiao et al.2024 · 22 citationsIEEE transactions on cybernetics. 2024;54(3):1828-1840
Automatic Design of Convolutional Neural Network Architectures Under Resource Constraints.34752407 · Li, Siyi, Sun, Yanan, Yen, Gary G et al.2023 · 40 citationsIEEE transactions on neural networks and learning systems. 2023;34(8):3832-3846
Neural Architecture Search Using Genetic Algorithm for Facial Expression Recognition2304.12194v1 · Shuchao Deng, Yanan Sun, Edgar Galvan2023 · 13 citationsarXiv
Ar-turmerone suppresses Aspergillus flavus growth and aflatoxin accumulation: Finding a new antifungal agent based on stored maize.37120196 · Li, Zheyu, Sun, Yanan, Gu, Linghui et al.2023 · 15 citationsFood research international (Ottawa, Ont.). 2023;168:112735
Communication-efficient Federated Learning with Single-Step Synthetic Features Compressor for Faster Convergence2302.13562v2 · Yuhao Zhou, Mingjia Shi, Yuanxi Li et al.2023 · 16 citationsarXiv
A Survey on Evolutionary Neural Architecture Search.34357870 · Liu, Yuqiao, Sun, Yanan, Xue, Bing et al.2023 · 660 citationsIEEE transactions on neural networks and learning systems. 2023;34(2):550-570
Efficient Evaluation Methods for Neural Architecture Search: A Survey2301.05919v2 · Xiaotian Song, Xiangning Xie, Zeqiong Lv et al.2023 · 39 citationsarXiv
Analyzing the Expected Hitting Time of Evolutionary Computation-based Neural Architecture Search Algorithms2210.05397v3 · Zeqiong Lv, Chao Qian, Gary G. Yen et al.2022 · 3 citationsarXiv
Electrochemical selenium-π-acid promoted hydration of alkynyl phosphonates.35708585 · Li, Bo, Zhou, Yunhao, Sun, Yanan et al.2022 · 25 citationsChemical communications (Cambridge, England). 2022;58(54):7566-7569
Human Instance Matting via Mutual Guidance and Multi-Instance Refinement2205.10767v1 · Yanan Sun, Chi-Keung Tang, Yu-Wing Tai2022 · 26 citationsarXiv
Evolving Deep Neural Networks for Collaborative Filtering2111.07758v1 · Yuhan Fang, Yuqiao Liu, Yanan Sun2021 · 1 citationarXiv
BenchENAS: A Benchmarking Platform for Evolutionary Neural Architecture Search2108.03856v2 · Xiangning Xie, Yuqiao Liu, Yanan Sun et al.2021 · 28 citationsarXiv
Homogeneous Architecture Augmentation for Neural Predictor2107.13153v1 · Yuqiao Liu, Yehui Tang, Yanan Sun2021 · 39 citationsarXiv
Application and safety evaluation of an anti-aflatoxigenic chitosan pouch containing turmeric essential oil in the storage of traditional Chinese health food.34051256 · Li, Zheyu, Yang, Chen, Li, Zhiyi et al.2021 · 6 citationsInternational journal of biological macromolecules. 2021;183:1948-1958
Heart-Darts: Classification of Heartbeats Using Differentiable Architecture Search2105.00693v1 · Jindi Lv, Qing Ye, Yanan Sun et al.2021 · 16 citationsarXiv
Deep Video Matting via Spatio-Temporal Alignment and Aggregation2104.11208v1 · Yanan Sun, Guanzhi Wang, Qiao Gu et al.2021 · 61 citationsarXiv
Semantic Image Matting2104.08201v1 · Yanan Sun, Chi-Keung Tang, Yu-Wing Tai2021 · 96 citationsarXiv
Analyze COVID-19 CT images based on evolutionary algorithm with dynamic searching space.34777977 · Gong, Yunhong, Sun, Yanan, Peng, Dezhong et al.2024 · 6 citationsComplex & intelligent systems. 2021;7(6):3195-3209
PSO-PS: Parameter Synchronization with Particle Swarm Optimization for Distributed Training of Deep Neural Networks2009.03816v1 · Qing Ye, Yuxuan Han, Yanan sun et al.2020 · 5 citationsIJCNN2020
A Novel Training Protocol for Performance Predictors of Evolutionary Neural Architecture Search Algorithms2008.13187v2 · Yanan Sun, Xian Sun, Yuhan Fang et al.2020 · 62 citationsarXiv
Evolving Deep Convolutional Neural Networks for Hyperspectral Image Denoising2008.06634v1 · Yuqiao Liu, Yanan Sun, Bing Xue et al.2020 · 8 citationsarXiv
GSNet: Joint Vehicle Pose and Shape Reconstruction with Geometrical and Scene-aware Supervision2007.13124v1 · Lei Ke, Shichao Li, Yanan Sun et al.2020 · 53 citationsarXiv
DBS: Dynamic Batch Size For Distributed Deep Neural Network Training2007.11831v2 · Qing Ye, Yuhao Zhou, Mingjia Shi et al.2020 · 5 citationsarXiv
Automatically Designing CNN Architectures Using the Genetic Algorithm for Image Classification.32324588 · Sun, Yanan, Xue, Bing, Zhang, Mengjie et al.2021 · 873 citationsIEEE transactions on cybernetics. 2020;50(9):3840-3854
3DSSD: Point-based 3D Single Stage Object Detector2002.10187v1 · Zetong Yang, Yanan Sun, Shu Liu et al.2020 · 1,174 citationsarXiv
ArcText: A Unified Text Approach to Describing Convolutional Neural Network Architectures2002.10233v4 · Yanan Sun, Ziyao Ren, Gary G. Yen et al.2020 · 9 citationsarXiv
STD: Sparse-to-Dense 3D Object Detector for Point Cloud1907.10471v1 · Zetong Yang, Yanan Sun, Shu Liu et al.2019 · 872 citationsarXiv
Completely Automated CNN Architecture Design Based on Blocks.31247572 · Sun, Yanan, Xue, Bing, Zhang, Mengjie et al.2021 · 341 citationsIEEE transactions on neural networks and learning systems. 2020;31(4):1242-1254
Evolving Deep Neural Networks by Multi-objective Particle Swarm Optimization for Image Classification1904.09035v2 · Bin Wang, Yanan Sun, Bing Xue et al.2019 · 73 citationsarXiv
IPOD: Intensive Point-based Object Detector for Point Cloud1812.05276v1 · Zetong Yang, Yanan Sun, Shu Liu et al.2018 · 132 citationsarXiv
A Particle Swarm Optimization-Based Flexible Convolutional Autoencoder for Image Classification.30530340 · Sun, Yanan, Xue, Bing, Zhang, Mengjie et al.2019 · 179 citationsIEEE transactions on neural networks and learning systems. 2019;30(8):2295-2309
Automatically Evolving CNN Architectures Based on Blocks1810.11875v2 · Yanan Sun, Bing Xue, Mengjie Zhang et al.2018 · 23 citationsarXiv
A Hybrid Differential Evolution Approach to Designing Deep Convolutional Neural Networks for Image Classification1808.06661v2 · Bin Wang, Yanan Sun, Bing Xue et al.2018 · 94 citationsarXiv
Evolving Deep Convolutional Neural Networks by Variable-length Particle Swarm Optimization for Image Classification1803.06492v1 · Bin Wang, Yanan Sun, Bing Xue et al.2018 · 232 citationsarXiv
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