David Daniel Cox

8 papers · 2018–2025 · 4 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (4) 🏃 Academic Marathon (7) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 👥 Mega-Team (26) 🚀 Conference Pioneer

Conferences

ICLR (5) CORL (1) EMNLP (1) ICML (1)

Top co-authors

Chuang Gan (3) Rameswar Panda (3) Zhenfang Chen (3) Joel Dapello (2) Leonid Karlinsky (2) Rogerio Feris (2) Hima Karanam (1) Mayank Agarwal (1) Luis A. Lastras (1) Ibrahim Abdelaziz (1)

Keywords

multi-task learning (1) instruction following (1) robot manipulation (1) tool use (1) agent system (1) llm agent (1) function calling (1) external tool (1) semantic mapping (1) large language model (1) api interaction (1) embodied concept learning (1) visual concept grounding (1)

Papers

Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts ICLR 2025

Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search ICML 2025

SALMON: Self-Alignment with Instructable Reward Models ICLR 2024

Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks EMNLP 2024

Learning to Grow Pretrained Models for Efficient Transformer Training ICLR 2023

Aligning Model and Macaque Inferior Temporal Cortex Representations Improves Model-to-Human Behavioral Alignment and Adversarial Robustness ICLR 2023

Embodied Concept Learner: Self-supervised Learning of Concepts and Mapping through Instruction Following CORL 2022

On the Information Bottleneck Theory of Deep Learning ICLR 2018