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Yawen Zhu

2 papers · 2025–2025 · 1 venue · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11)

Venues

EMNLP (2)

Top co-authors

Xunliang Cai (2) Ke Zeng (2) Xiaoyun Zhang (2) Xing Ma (2) Jingqing Ruan (2) Jiansong Chen (2) Haodong Zhao (1) Hao Li (1)

Research topics

Artificial Intelligence (2) Deep Learning (2) Machine Learning (2) Core AI (2) Learning Types · Machine Learning (2) Learning Types · Deep Learning (2) Reinforcement Learning (1) Core Methods (1) Methods (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1)

Keywords

reinforcement learning (2) policy optimization (1) anomaly detection (1) curriculum learning (1) computational efficiency (1) event detection (1) adaptive computation (1) out-of-domain generalization (1) chain of thought (1) adaptive reasoning (1) large reasoning model (1) large language model (1) reasoning efficiency (1) perplexity-aware sampling (1) computational overhead (1) reward regulation (1) thinking mode (1) self-recovery mechanism (1)

Papers

A Reasoner for Real-World Event Detection: Scaling Reinforcement Learning via Adaptive Perplexity-Aware Sampling Strategy EMNLP 2025 When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning EMNLP 2025