🌟 Announcing the 1st Workshop on Efficient Reasoning (ER) at @NeurIPSConf 2025 — Dec 6 or 7, San Diego !
📣 We welcome submissions! Submit your work here: https://openreview.net/group?id=NeurIPS.cc/2025/Workshop/ER
🗓️ Deadline: September 1, 2025 (AoE)
🔗 Website: https://efficient-reasoning.github.io
💬 Topics include (but aren’t limited to):
🔹 Curating high‑quality reasoning datasets under resource constraints
🔹 Algorithmic innovations for efficient training & RL fine‑tuning
🔹 Fast inference: pruning, compression, progressive generation, KV‑cache tricks
🔹 Benchmarks & theory on time-/space‑complexity and faithfulness
🔹 Systems to deploy long‑CoT or on‑device reasoning in the wild
🔹 Real‑time applications in health‑care, robotics, autonomy, and more
🤝 We invite perspectives from ML, systems, natural & social sciences, and industry practitioners to rethink reasoning under tight compute, memory, latency, and cost budgets
🔍 Interested in reviewing? Nominate yourself here: https://forms.gle/v1ihHMfbGdBggN5X6
Hope to see you in San Diego or virtually!
