Shaohan Huang

Beihang University — China

Computer Science · Physical Sciences

29h-index3.8kcitations160works2.72yr avg
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Research Topics

Topic Modeling(78), Natural Language Processing Techniques(72), Multimodal Machine Learning Applications(28), Software System Performance and Reliability(17), Anomaly Detection Techniques and Applications(16)

Publications160 total

Evaluating Large‐Scale and Lightweight Large Language Models for Traditional Chinese Medicine Exam Questions: A Comparative Study
Journal of Evidence-Based Medicine·2026
LogMoE: Lightweight Expert Mixture for Cross-System Log Anomaly Detection
2025
Black-Box On-Policy Distillation of Large Language Models
arXiv (Cornell University)·2025Open Access
Learning to Refine: Self-Refinement of Parallel Reasoning in LLMs
arXiv (Cornell University)·2025Open Access
Learning to Follow Domain-specific Instruction with Verifiable Rewards
2025
LogReader: General-Purpose Log Analysis via Open-Source Large Language Models
2025
Reasoning with Exploration: An Entropy Perspective
arXiv (Cornell University)·2025Open Access
On-Policy RL with Optimal Reward Baseline
arXiv (Cornell University)·2025Open Access
Think Only When You Need with Large Hybrid-Reasoning Models
arXiv (Cornell University)·2025Open Access
Efficient RL Training for Reasoning Models via Length-Aware Optimization
arXiv (Cornell University)·2025Open Access
BitNet b1.58 2B4T Technical Report
arXiv (Cornell University)·2025Open Access
Beyond Window-Based Detection: A Graph-Centric Framework for Discrete Log Anomaly Detection
arXiv (Cornell University)·2025Open Access
GeAR: Generation Augmented Retrieval
2025Open Access
GeAR: Generation Augmented Retrieval
arXiv (Cornell University)·2025Open Access
GeAR: Generation Augmented Retrieval
2025Open Access
Textual Aesthetics in Large Language Models
2025Open Access
On Domain-Adaptive Post-Training for Multimodal Large Language Models
2025Open Access
Context-DPO: Aligning Language Models for Context-Faithfulness
2025Open Access
NL2Lean: Translating Natural Language into Lean 4 through Multi-Aspect Reinforcement Learning
2025Open Access
Context-DPO: Aligning Language Models for Context-Faithfulness
arXiv (Cornell University)·2024· 1 citedOpen Access
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Frequent Co-authors

Furu Wei(39), Shuming Ma(15), Li Dong(12), Zhongzhi Luan(10), Song Xia(10), Saksham Singhal(9), Carol Fung(8), Zewen Chi(8), Ming Zhou(7), Hailong Yang(6), Zhoujun Li(5), Wenhui Wang(4), Hangbo Bao(4), Minghao Li(4), Lei Cui(4), Dong Li(4), Bo Zheng(4), Xian-Ling Mao(4), Heyan Huang(4), Depei Qian(4)