conftrace_

Huaqing Zhang

3 papers · 2024–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (7) ❓ The Questioner

Conferences

ICLR (1) ICML (1) NIPS (1)

Top co-authors

Jingzhao Zhang (3) Hongzhou Lin (2) Kaiyue Wen (2) Jing Xu (1) Lesi Chen (1) Mikhail Belkin (1) Amirhesam Abedsoltan (1)

Keywords

meta-learning (1) convex optimization (1) task generalization (1) compositional learning (1) algorithm design (1) bilevel optimization (1) first-order method (1) near-optimal rate (1) first-order algorithm (1) approximate optimal value (1) functionally constrained (1)

Papers

From Sparse Dependence to Sparse Attention: Unveiling How Chain-of-Thought Enhances Transformer Sample Efficiency ICLR 2025 Task Generalization with Autoregressive Compositional Structure: Can Learning from $D$ Tasks Generalize to $D^T$ Tasks? ICML 2025 Functionally Constrained Algorithm Solves Convex Simple Bilevel Problem NIPS 2024