HS
Heejune Sheen
cs.LGstat.MLcs.AImath.OCcs.CLmath.STstat.THcs.GTcs.ITmath.IT
On Valency
published · living versionsW_97p7bykr·v1 · currentpublished
Statistical Analysis of Synthetic Data with Verification: A Linear Regression Framework
with Harrison H. Zhou
1 version
Preprints & journals
8 papers in the corpus · 2019–2026INFUSER: Influence-Guided Self-Evolution Improves Reasoning2606.09052v5 · Siyu Chen, Miao Lu, Beining Wu et al.2026 · 0 citationsarXiv
Taming Polysemanticity in LLMs: Provable Feature Recovery via Sparse Autoencoders2506.14002v1 · Siyu Chen, Heejune Sheen, Xuyuan Xiong et al.2025 · 0 citationsarXiv
Unveiling Induction Heads: Provable Training Dynamics and Feature Learning in Transformers2409.10559v1 · Siyu Chen, Heejune Sheen, Tianhao Wang et al.2024 · 0 citationsarXiv
Implicit Regularization of Gradient Flow on One-Layer Softmax Attention2403.08699v1 · Heejune Sheen, Siyu Chen, Tianhao Wang et al.2024 · 0 citationsarXiv
Training Dynamics of Multi-Head Softmax Attention for In-Context Learning: Emergence, Convergence, and Optimality2402.19442v2 · Siyu Chen, Heejune Sheen, Tianhao Wang et al.2024 · 3 citationsarXiv
Tensor Kernel Recovery for Spatio-Temporal Hawkes Processes2011.12151v3 · Heejune Sheen, Xiaonan Zhu, Yao Xie2020 · 0 citationsarXiv
An elementary approach for minimax estimation of Bernoulli proportion in the restricted parameter space2009.11413v2 · Heejune Sheen, Yajun Mei2020 · 1 citationarXiv
Exploiting Aggregate Sparsity in Second Order Cone Relaxations for Quadratic Constrained Quadratic Programming Problems1911.02188v1 · Heejune Sheen, Makoto Yamashita2019 · 6 citationsarXiv
Career total: 8 works. 8 are in this corpus.
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