BW
Beilun Wang
cs.LGcs.AIstat.MLcs.CLbioinformaticscs.CRcs.CVcs.NEDeep Learningq-bio.NC
On Valency
published · living versionsW_kjexj72q·v1 · currentpublished
Memory-Centric Continual Learning for AI Agents
with Dongfang Li, Zhuoen Chen, Bonian Jia, Zixuan Liu +23
1 version
Preprints & journals
25 papers in the corpus · 2016–2026Memory-Centric Continual Learning for AI Agents2610.29357v1 · Dongfang Li, Zhuoen Chen, Bonian Jia et al.2026 · 0 citationsarXivon Valency
ABOPD: Antibody CDR Design via On-Policy Distillation2607.18835v1 · Zhuo Yang, Jiaying He, Jiaqing Xie et al.2026 · 0 citationsarXiv
Structured Episodic Event Memory2601.06411v2 · Zhengxuan Lu, Dongfang Li, Yukun Shi et al.2026 · 0 citationsarXiv
MolAct: An Agentic RL Framework for Molecular Editing and Property Optimization2512.20135v2 · Zhuo Yang, Yeyun Chen, Jiaqing Xie et al.2025 · 0 citationsarXiv
Structured reflective reasoning for precise medical knowledge graph retrieval augmented generation.41250680 · Wang, Beilun, Wu, Jiayi, Shi, Yutian et al.2025 · 3 citationsHealth information science and systems. 2025;13(1):76
Reasoning BO: Enhancing Bayesian Optimization with Long-Context Reasoning Power of LLMs2505.12833v2 · Zhuo Yang, Daolang Wang, Lingli Ge et al.2025 · 1 citationarXiv
ILIF: Temporal Inhibitory Leaky Integrate-and-Fire Neuron for Overactivation in Spiking Neural Networks2505.10371v1 · Kai Sun, Peibo Duan, Levin Kuhlmann et al.2025 · 2 citationsarXiv
A two-stage metabolome refining pipeline for natural products discovery.40103709 · Zhang, Ran, Wang, Beilun, Wang, Chang et al.2025 · 6 citationsSynthetic and systems biotechnology. 2025;10(2):600-609
Explainable deep learning and virtual evolution identifies antimicrobial peptides with activity against multidrug-resistant human pathogens.39825096 · Wang, Beilun, Lin, Peijun, Zhong, Yuwei et al.2025 · 76 citationsNature microbiology. 2025;10(2):332-347
A two-stage MS feature dereplication strategy for natural products discovery10.26434/chemrxiv-2024-f5nkm · Ran Zhang, Beilun Wang, Chang Wang et al.2024 · 1 citationChemRxiv
Exploiting biochemical data to improve osteosarcoma diagnosis with deep learning.38645838 · Wang, Shidong, Shen, Yangyang, Zeng, Fanwei et al.2025 · 7 citationsHealth information science and systems. 2024;12(1):31
Label Information Enhanced Fraud Detection against Low Homophily in Graphs2302.10407v1 · Yuchen Wang, Jinghui Zhang, Zhengjie Huang et al.2023 · 51 citationsarXiv
Cascade and Fusion: A Deep Learning Approach for Camouflaged Object Sensing.34450897 · Huang, Kaihong, Li, Chunshu, Zhang, Jiaqi et al.2021 · 16 citationsSensors (Basel, Switzerland). 2021;21(16)
Drug-Drug Interaction Predictions via Knowledge Graph and Text Embedding: Instrument Validation Study.34185011 · Wang, Meng, Wang, Haofen, Liu, Xing et al.2021 · 26 citationsJMIR medical informatics. 2021;9(6):e28277
Fast and Scalable Estimator for Sparse and Unit-Rank Higher-Order Regression Models1912.01450v1 · Jiaqi Zhang, Beilun Wang2019 · 0 citationsarXiv
Adding Extra Knowledge in Scalable Learning of Sparse Differential Gaussian Graphical Models10.1101/716852v1 · Sekhon, A., Wang, B., Qi, Y.2019 · 1 citationbioRxiv
A Fast and Scalable Joint Estimator for Integrating Additional Knowledge in Learning Multiple Related Sparse Gaussian Graphical Models1806.00548v4 · Beilun Wang, Arshdeep Sekhon, Yanjun Qi2018 · 5 citationsInternational Conference on Machine Learning. 2018
Fast and Scalable Learning of Sparse Changes in High-Dimensional Gaussian Graphical Model Structure1710.11223v3 · Beilun Wang, Arshdeep Sekhon, Yanjun Qi2017 · 5 citationsarXiv
A Constrained, Weighted-L1 Minimization Approach for Joint Discovery of Heterogeneous Neural Connectivity Graphs1709.04090v2 · Chandan Singh, Beilun Wang, Yanjun Qi2017 · 6 citationsarXiv
GaKCo: a Fast GApped k-mer string Kernel using COunting1704.07468v3 · Ritambhara Singh, Arshdeep Sekhon, Kamran Kowsari et al.2017 · 26 citationsarXiv
DeepCloak: Masking Deep Neural Network Models for Robustness Against Adversarial Samples1702.06763v8 · Ji Gao, Beilun Wang, Zeming Lin et al.2017 · 71 citationsarXiv
A Fast and Scalable Joint Estimator for Learning Multiple Related Sparse Gaussian Graphical Models1702.02715v3 · Beilun Wang, Ji Gao, Yanjun Qi2017 · 6 citationsarXiv
DEEP MOTIF DASHBOARD: VISUALIZING AND UNDERSTANDING GENOMIC SEQUENCES USING DEEP NEURAL NETWORKS.27896980 · Lanchantin, Jack, Singh, Ritambhara, Wang, Beilun et al.2017 · 126 citationsPacific Symposium on Biocomputing. Pacific Symposium on Biocomputing. 2017;22:254-265
A Theoretical Framework for Robustness of (Deep) Classifiers against Adversarial Examples1612.00334v12 · Beilun Wang, Ji Gao, Yanjun Qi2016 · 25 citationsarXiv
A constrained L1 minimization approach for estimating multiple Sparse Gaussian or Nonparanormal Graphical Models1605.03468v6 · Beilun Wang, Ritambhara Singh, Yanjun Qi2016 · 1 citationarXiv
Career total: 79 works. 25 are in this corpus.
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