Mengna Wang

3 papers · 2024–2026 · 2 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 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11)

Venues

ACL (2) EMNLP (1)

Top co-authors

Yueting Zhuang (3) Weiming Lu (3) Wenqi Zhang (3) Guiyang Hou (3) Yongliang Shen (3) Zeqi Tan (2) Peng Li (2) Hai Wu (1) Yuanyu He (1) Gangao Liu (1)

Research topics

Artificial Intelligence (3) Core AI (3) Machine Learning (2) Computer Vision (1) Deep Learning (1) Application Areas (1) Domain-Specific (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1)

Keywords

imitation learning (1) policy optimization (1) game artificial intelligence (1) multimodal learning (1) visual reasoning (1) visual search (1) synthetic data generation (1) large multimodal model (1) language model agent (1) game ai (1) spatial reasoning (1) agent system (1) policy-level reflection (1) behavioral policy (1) embodied reasoning (1) reflection tuning (1) large language model (1) multimodal instruction tuning (1) abstract image (1) policy reflection (1)

Papers

Embodied-Reasoner: Synergizing Visual Search, Reasoning, and Action for Embodied Interactive Tasks ACL 2026 Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization ACL 2024 Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model EMNLP 2024