Fanyu Meng

5 papers · 2020–2026 · 3 venues · 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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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

EMNLP (3) AAAI (1) ACL (1)

Top co-authors

Yuyao Zhang (2) Junlan Feng (2) Min Hu (2) Jing Huo (1) Xin Liu (1) Hong Xu (1) Jiaheng Liu (1) Tianpei Yang (1) Yuanmeng Yan (1) Keqing He (1)

Research topics

Machine Learning (4) Artificial Intelligence (3) Core AI (3) Core Methods (3) Deep Learning (1) Natural Language Processing (1) Application Areas (1) Applications (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1)

Keywords

reinforcement learning (1) adversarial learning (1) dependency parsing (1) model interpretability (1) adversarial defense (1) reward hacking (1) graph convolutional network (1) resource consumption (1) explainable artificial intelligence (1) slot filling (1) aspect-based sentiment analysis (1) large reasoning model (1) large language model (1) neural network (1) cohort explanation (1) denial of service (1) semantic decoupling (1)

Papers

Thinking-Based Non-Thinking: Solving the Reward Hacking Problem in Training Hybrid Reasoning Models via Reinforcement Learning ACL 2026 CohEx: A Generalized Framework for Cohort Explanation AAAI 2025 PD3F: A Pluggable and Dynamic DoS-Defense Framework against resource consumption attacks targeting Large Language Models EMNLP 2025 Adversarial Semantic Decoupling for Recognizing Open-Vocabulary Slots EMNLP 2020 A structure-enhanced graph convolutional network for sentiment analysis EMNLP 2020