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Yulan He

ICML 2026×7代码对齐与偏好可解释性强化学习与后训练评测与基准

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0 一作 · 7 篇 · ICML 2026

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2026 顶会论文

7

作者位次 #4/4ICML 2026Poster· Deep Learning / Large Language Models

Position: Self-Play Only Evolves When Self-Synthetic Pipeline Ensures Learnable Information Gain

Wei Liu · Siya Qi · Yali Du · Yulan He

作者位次 #5/7ICML 2026Poster· Deep Learning / Attention Mechanisms

SSA: Sparse Sparse Attention by Aligning Full and Sparse Attention Outputs in Feature Space

Zhenyi Shen · Junru Lu · Lin Gui · Jiazheng Li · Yulan He · di yin · Xing Sun

对齐与偏好可解释性OpenReview

作者位次 #8/11ICML 2026Poster

Pull Requests as a Training Signal for Repo-Level Code Editing

Qinglin Zhu · Tianyu Chen · Shuai Lu · Lei Ji · Runcong Zhao · Murong Ma · Xiangxiang Dai · Yulan He · Lin Gui · Peng CHENG · Yeyun Gong

代码OpenReview

作者位次 #6/9ICML 2026Poster· Deep Learning / Foundation Models

Causal Fine-Tuning under Latent Confounded Shift

Jialin Yu · Yuxiang Zhou · Haoxuan Li · Junchi Yu · Mengyue Yang · Yulan He · Nevin Zhang · Phil Torr · Ricardo Silva

强化学习与后训练OpenReview

作者位次 #11/11ICML 2026Poster· Deep Learning / Large Language Models

Stop the Flip-Flop: Context-Preserving Verification for Fast Revocable Diffusion Decoding

Yanzheng Xiang · Lan Wei · Yizhen Yao · Qinglin Zhu · Hanqi Yan · Chen Jin · Philip Teare · Dandan Zhang · Lin Gui · Amrutha Saseendran · Yulan He

代码OpenReview

作者位次 #5/5ICML 2026Poster· Deep Learning / Large Language Models

Hunt Instead of Wait: Evaluating Deep Data Research on Large Language Models

Wei Liu · Peijie Yu · Michele Orini · Yali Du · Yulan He

评测与基准检索与知识OpenReview

作者位次 #7/9ICML 2026Poster· Deep Learning / Large Language Models

Detecting Contextual Hallucinations in Large Language Models with Frequency-Aware Attention

Siya Qi · Yudong Chen · Runcong Zhao · Qinglin Zhu · Zhanghao Hu · Wei Liu · Yulan He · Zheng Yuan · Lin Gui

安全OpenReview

常见合作者

LGLin Gui×4 WLWei Liu×3 QZQinglin Zhu×3 SQSiya Qi×2 RZRuncong Zhao×2 YDYali Du ZSZhenyi Shen JLJunru Lu JLJiazheng Li DYdi yin XSXing Sun TCTianyu Chen