conftrace_

Dake Bu

4 papers · 2024–2025 · 2 conferences · across top CS/AI conferences

Achievements

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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (12) 🌱 Topic Pioneer

Conferences

ICML (3) NIPS (1)

Top co-authors

Qingfu Zhang (4) Hau-San Wong (3) Taiji Suzuki (3) Wei Huang (3) Andi Han (2) Ji Cheng (2) Atsushi Nitanda (2) Zhiqiang Xu (1) Yuanyu Wan (1) Bo Xue (1)

Keywords

transformer architecture (1) sparse coding (1) attention mechanism (1) in-context learning (1) semantic representation (1) neural network optimization (1) exponential convergence (1) multi-concept semantics (1) large language model (1) transformer model (1)

Papers

Provable In-Context Vector Arithmetic via Retrieving Task Concepts ICML 2025 Multi-objective Linear Reinforcement Learning with Lexicographic Rewards ICML 2025 Provably Transformers Harness Multi-Concept Word Semantics for Efficient In-Context Learning NIPS 2024 Provably Neural Active Learning Succeeds via Prioritizing Perplexing Samples ICML 2024