Fengyuan Hu

6 papers · 2023–2026 · 4 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 · Silver 🗺️ Taxonomy Completionist (13) 👥 Mega-Team · Squad ❓ The Questioner

Venues

CoRL (2) EMNLP (2) CVPR (1) ICLR (1)

Top co-authors

Loïc Magne (3) Joyce Chai (3) Jan Kautz (3) Guanzhi Wang (3) Linxi Fan (3) Zheyuan Zhang (3) Yuke Zhu (3) Yinzhen Xu (3) Qi Wang (2) Yu Fang (2)

Research topics

Artificial Intelligence (3) Deep Learning (3) Core AI (3) Natural Language Processing (2) Reinforcement Learning (2) Robotics (2) Capabilities (2) Models (2) Resources & Methods (2) Applications (1) Learning Types (1) Methods (1)

Keywords

generalization (2) procedural generation (1) behavior cloning (1) vision-language model (1) inverse dynamics model (1) pre-trained language model (1) spatial reasoning (1) diffusion transformer (1) latent embedding (1) dual-process theory (1) cross-lingual evaluation (1) future observation (1) spatial language (1) frame of reference (1) latent action model (1) physical commonsense reasoning (1) heuristic reasoning (1) video world model (1) gaming agent (1) vision-action model (1)

Papers

NitroGen: An Open Foundation Model for Generalist Gaming Agents CVPR 2026 Do Vision-Language Models Represent Space and How? Evaluating Spatial Frame of Reference under Ambiguities ICLR 2025 DreamGen: Unlocking Generalization in Robot Learning through Video World Models CoRL 2025 FLARE: Robot Learning with Implicit World Modeling CoRL 2025 Eliciting In-Context Learning in Vision-Language Models for Videos Through Curated Data Distributional Properties EMNLP 2024 From Heuristic to Analytic: Cognitively Motivated Strategies for Coherent Physical Commonsense Reasoning EMNLP 2023