Damien Graux

3 papers · 2024–2025 · 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 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13)

Venues

AAAI (1) ACL (1) ICLR (1)

Top co-authors

Ruofei Lai (2) Yang Ren (2) Pavlos Vougiouklis (2) Jeff Z. Pan (2) Chenxin Diao (2) Shriram Piramanayagam (1) Zeren Jiang (1) Enting Chen (1) Zhongyang Li (1) Wendi Zhou (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Core AI (2) Learning Types (2) Deep Learning (1) Natural Language Processing (1) Applications (1) Architectures (1) Core Methods (1) Generation (1) Optimization & Theory (1)

Keywords

replication study (1) model selection (1) question answering (1) machine learning (1) task planning (1) retrieval-augmented generation (1) knowledge-intensive task (1) multi-hop retrieval (1) graph expansion (1) agent framework (1) experimental methodology (1) graph-based retrieval (1) large language model (1) multi-agent system (1) experimental evaluation (1) graph-enhanced agent (1) machine learning method (1)

Papers

From an LLM Swarm to a PDDL-empowered Hive: Planning Self-executed Instructions in a Multi-modal Jungle ICLR 2025 GeAR: Graph-enhanced Agent for Retrieval-augmented Generation ACL 2025 Reproduce, Replicate, Reevaluate. The Long but Safe Way to Extend Machine Learning Methods AAAI 2024