YC
YanKai Chen
cs.IRcs.LGcs.AIcs.CLcs.MAImaging, Three-Dimensionallarge language modelsnatural language processingNatural Language ProcessingSDOH
On Valency
published · living versionsW_6hvk7e3j·v1 · currentpublished
Evidence-grounded large language models guide perovskite solar cell design and optimization
with Zhi Wan, ZiHao Li, Tao Jing
1 version
Preprints & journals
39 papers in the corpus · 2013–2026Recent Advances of Multimodal Continual Learning: A Comprehensive Survey.41886319 · Yu, Dianzhi, Zhang, Xinni, Chen, Yankai et al.2026 · 9 citationsIEEE transactions on neural networks and learning systems. 2026;37(9):4014-4034
Generative Archetype-Grounded Item Representations for Sequential Recommendation2606.11023v1 · Yifan Li, Jiahong Liu, Xinni Zhang et al.2026 · 1 citationarXiv
SeesawNet: Towards Non-stationary Time Series Forecasting with Balanced Modeling of Common and Specific Dependencies2605.14551v1 · Hao Li, Lu Zhang, Liu Chong et al.2026 · 0 citationsarXiv
Applications of Natural Language Processing and Large Language Models for Social Determinants of Health: Systematic Review.42048518 · Rajwal, Swati, Pandey, Avinash Kumar, Zhang, Ziyuan et al.2026 · 1 citationJournal of medical Internet research. 2026;28:e83793
FinAuditing: A Financial Taxonomy-Structured Multi-Document Benchmark for Evaluating LLMs2510.08886v3 · Yan Wang, Keyi Wang, Shanshan Yang et al.2025 · 0 citationsarXiv
RECODE-H: A Benchmark for Research Code Development with Interactive Human Feedback2510.06186v2 · Chunyu Miao, Henry Peng Zou, Yangning Li et al.2025 · 0 citationsarXiv
PSG-Agent: Personality-Aware Safety Guardrail for LLM-based Agents2509.23614v1 · Yaozu Wu, Jizhou Guo, Dongyuan Li et al.2025 · 0 citationsarXiv
Teaching According to Talents! Instruction Tuning LLMs with Competence-Aware Curriculum Learning2509.13790v2 · Yangning Li, Tingwei Lu, Yinghui Li et al.2025 · 1 citationarXiv
DP-DGAD: A Generalist Dynamic Graph Anomaly Detector with Dynamic Prototypes2508.00664v1 · Jialun Zheng, Jie Liu, Jiannong Cao et al.2025 · 2 citationsarXiv
From Web Search towards Agentic Deep Research: Incentivizing Search with Reasoning Agents2506.18959v3 · Weizhi Zhang, Yangning Li, Yuanchen Bei et al.2025 · 0 citationsarXiv
A Call for Collaborative Intelligence: Why Human-Agent Systems Should Precede AI Autonomy2506.09420v1 · Henry Peng Zou, Wei-Chieh Huang, Yaozu Wu et al.2025 · 1 citationarXiv
Learning Binarized Representations with Pseudo-positive Sample Enhancement for Efficient Graph Collaborative Filtering2506.02750v1 · Yankai Chen, Yue Que, Xinni Zhang et al.2025 · 1 citationarXiv
UTCS: Effective Unsupervised Temporal Community Search with Pre-training of Temporal Dynamics and Subgraph Knowledge2506.02784v1 · Yue Zhang, Yankai Chen, Yingli Zhou et al.2025 · 2 citationsarXiv
MUSE: Model-Agnostic Tabular Watermarking via Multi-Sample Selection2505.24267v1 · Liancheng Fang, Aiwei Liu, Henry Peng Zou et al.2025 · 0 citationsarXiv
LLM-Based Human-Agent Collaboration and Interaction Systems: A Survey2505.00753v5 · Henry Peng Zou, Wei-Chieh Huang, Yaozu Wu et al.2025 · 11 citationsarXiv
A Survey on Deep Active Learning: Recent Advances and New Frontiers.38781065 · Li, Dongyuan, Wang, Zhen, Chen, Yankai et al.2025 · 132 citationsIEEE transactions on neural networks and learning systems. 2025;36(4):5879-5899
TRACE: Intra-visit Clinical Event Nowcasting via Effective Patient Trajectory Encoding2503.23072v1 · Yuyang Liang, Yankai Chen, Yixiang Fang et al.2025 · 0 citationsarXiv
Semi-supervised Node Importance Estimation with Informative Distribution Modeling for Uncertainty Regularization2503.20697v2 · Yankai Chen, Taotao Wang, Yixiang Fang et al.2025 · 4 citationsarXiv
CSPO: Cross-Market Synergistic Stock Price Movement Forecasting with Pseudo-volatility Optimization2503.22740v1 · Sida Lin, Yankai Chen, Yiyan Qi et al.2025 · 2 citationsarXiv
Multi-Agent Autonomous Driving Systems with Large Language Models: A Survey of Recent Advances2502.16804v2 · Yaozu Wu, Dongyuan Li, Yankai Chen et al.2025 · 0 citationsarXiv
Applications of Natural Language Processing and Large Language Models for Social Determinants of Health: Protocol for a Systematic Review.39836952 · Rajwal, Swati, Zhang, Ziyuan, Chen, Yankai et al.2025 · 5 citationsJMIR research protocols. 2025;14:e66094
AutoFOX: An automated cross-modal 3D fusion framework of coronary X-ray angiography and OCT.39700845 · Li, Chunming, Qiao, Yuchuan, Yu, Wei et al.2025 · 8 citationsMedical image analysis. 2025;101:103432
Multitask learning for automatic detection of meniscal injury on 3D knee MRI.39620311 · Wang, Yufan, Ying, Mengjie, Yang, Yangyang et al.2025 · 6 citationsJournal of orthopaedic research : official publication of the Orthopaedic Research Society. 2025;43(3):703-713
Weighted Envy-Freeness in House Allocation2408.12523v1 · Sijia Dai, Yankai Chen, Xiaowei Wu et al.2024 · 0 citationsarXiv
Towards Effective Top-N Hamming Search via Bipartite Graph Contrastive Hashing2408.09239v1 · Yankai Chen, Yixiang Fang, Yifei Zhang et al.2024 · 9 citationsarXiv
Deep Structural Knowledge Exploitation and Synergy for Estimating Node Importance Value on Heterogeneous Information Networks2402.12411v1 · Yankai Chen, Yixiang Fang, Qiongyan Wang et al.2024 · 15 citationsarXiv
HiHPQ: Hierarchical Hyperbolic Product Quantization for Unsupervised Image Retrieval2401.07212v1 · Zexuan Qiu, Jiahong Liu, Yankai Chen et al.2024 · 17 citationsarXiv
An Augmented Index-based Efficient Community Search for Large Directed Graphs2311.06487v2 · Yankai Chen, Jie Zhang, Yixiang Fang et al.2023 · 0 citationsarXiv
Hyperbolic Representation Learning: Revisiting and Advancing2306.09118v1 · Menglin Yang, Min Zhou, Rex Ying et al.2023 · 13 citationsarXiv
WSFE: Wasserstein Sub-graph Feature Encoder for Effective User Segmentation in Collaborative Filtering2305.04410v1 · Yankai Chen, Yifei Zhang, Menglin Yang et al.2023 · 12 citationsarXiv
Bipartite Graph Convolutional Hashing for Effective and Efficient Top-N Search in Hamming Space2304.00241v1 · Yankai Chen, Yixiang Fang, Yifei Zhang et al.2023 · 23 citationsarXiv
Knowledge-aware Neural Networks with Personalized Feature Referencing for Cold-start Recommendation2209.13973v1 · Xinni Zhang, Yankai Chen, Cuiyun Gao et al.2022 · 5 citationsarXiv
Learning Binarized Graph Representations with Multi-faceted Quantization Reinforcement for Top-K Recommendation2206.02115v1 · Yankai Chen, Huifeng Guo, Yingxue Zhang et al.2022 · 28 citationsarXiv
Towards Low-loss 1-bit Quantization of User-item Representations for Top-K Recommendation2112.01944v1 · Yankai Chen, Yifei Zhang, Yingxue Zhang et al.2021 · 1 citationarXiv
Attentive Knowledge-aware Graph Convolutional Networks with Collaborative Guidance for Personalized Recommendation2109.02046v2 · Yankai Chen, Yaming Yang, Yujing Wang et al.2021 · 91 citationsarXiv
Modeling Scale-free Graphs with Hyperbolic Geometry for Knowledge-aware Recommendation2108.06468v3 · Yankai Chen, Menglin Yang, Yingxue Zhang et al.2021 · 86 citationsarXiv
A Literature Review of Recent Graph Embedding Techniques for Biomedical Data2101.06569v2 · Yankai Chen, Yaozu Wu, Shicheng Ma et al.2021 · 9 citationsarXiv
Viscosity and Structure of Water and Ethanol within GO Nanochannels: A Molecular Simulation Study.33200933 · Chen, Yankai, Xu, Zhijun, Zhan, Min et al.2021 · 17 citationsThe journal of physical chemistry. B. 2020;124(48):10961-10970
Pressurized CEC with amperometric detection using mixed-mode monolithic column for rapid analysis of chlorophenols and phenol.23670637 · Lu, Lanxiang, Chen, Yankai, Yu, Xiaowei et al.2014 · 7 citationsElectrophoresis. 2013;34(14):2049-57
Career total: 81 works. 39 are in this corpus.
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