Yankai Lin

Harbin Engineering University — China

Computer Science · Physical Sciences

42h-index12.5kcitations241works17.42yr avg
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Research Topics

Topic Modeling(174), Natural Language Processing Techniques(139), Advanced Graph Neural Networks(36), Multimodal Machine Learning Applications(35), Advanced Text Analysis Techniques(22)

Publications241 total

Interaction-Enhanced and Explainable Machine Learning for Diabetes Risk Prediction
Applied and Computational Engineering·2026Open Access
Humanoid Robots Gate-Passing Method Based on SAC Algorithm with Generative Adversarial Networks
Communications in computer and information science·2026
Leveraging LLM-based agents for social science research: insights from citation network simulations
arXiv (Cornell University)·2025Open Access
A Deconfounded Model for Fault Diagnosis and Retrieval of Fault Texts
2025Open Access
Beyond the Surface: Measuring Self-Preference in LLM Judgments
arXiv (Cornell University)·2025Open Access
AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning
arXiv (Cornell University)·2025Open Access
LLaDA 1.5: Variance-Reduced Preference Optimization for Large Language Diffusion Models
arXiv (Cornell University)·2025Open Access
ToLeaP: Rethinking Development of Tool Learning with Large Language Models
arXiv (Cornell University)·2025Open Access
Learning to Generate Structured Output with Schema Reinforcement Learning
arXiv (Cornell University)·2025· 1 citedOpen Access
Towards Thinking-Optimal Scaling of Test-Time Compute for LLM Reasoning
arXiv (Cornell University)·2025Open Access
AgentRM: Enhancing Agent Generalization with Reward Modeling
arXiv (Cornell University)·2025Open Access
Revisiting Weak-to-Strong Generalization in Theory and Practice: Reverse KL vs. Forward KL
arXiv (Cornell University)·2025Open Access
Large Language Diffusion Models
ArXiv.org·2025· 4 citedOpen Access
The Capabilities and Limitations of Weak-to-Strong Generalization: Generalization and Calibration
arXiv (Cornell University)·2025Open Access
Learning to Generate Structured Output with Schema Reinforcement Learning
2025Open Access
TrendSim: Simulating Trending Topics in Social Media Under Poisoning Attacks with LLM-based Multi-agent System
2025Open Access
Enhancing Open-Domain Task-Solving Capability of LLMs via Autonomous Tool Integration from GitHub
2025· 1 citedOpen Access
Revisiting Weak-to-Strong Generalization in Theory and Practice: Reverse KL vs. Forward KL
2025· 2 citedOpen Access
AgentRM: Enhancing Agent Generalization with Reward Modeling
2025· 1 citedOpen Access
GenSim: A General Social Simulation Platform with Large Language Model based Agents
2025· 2 citedOpen Access
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Frequent Co-authors

Zhiyuan Liu(37), Maosong Sun(34), Xu Han(11), Jie Zhou(10), Peng Li(10), Juanzi Li(7), Deming Ye(5), Lei Hou(5), Yujia Qin(5), Jie Zhou(5), Xu Sun(4), Hao Peng(4), Tianyu Gao(4), Xiaozhi Wang(4), Jie Zhou(4), Huanbo Luan(3), Deli Chen(3), Qiu Ran(3), Jie Zhou(3), Chaojun Xiao(3)