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Renchu Guan

AAAI 2026×2KDD 2026×2ICLR 2026强化学习与后训练检索与知识推理多模态理论与学习动力学

新星分资深

45

一作贡献40

核心/参与9

方向广度16

合作网络12

1 一作 · 5 篇 · AAAI 2026 / KDD 2026 / ICLR 2026

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2026 顶会论文

5

作者位次 #9/11ICLR 2026Poster· Applications / Language, Speech and Dialog

Differential Fine-Tuning Large Language Models Towards Better Diverse Reasoning Abilities

Xiaosong Yuan · Chen Shen · Shaotian Yan · kaiyuan liu · Xiaofeng Zhang · Sinan Fan · Liang Xie · Wenxiao Wang · Renchu Guan · Ying Wang · Jieping Ye

推理多模态强化学习与后训练OpenReview

一作KDD 2026Oral· Knowledge Discovery & Data Mining

Advancing Graph Few-Shot Learning via In-Context Learning

Renchu Guan · Yajun Wang · Chunli Guo · Bowen Cao · Fausto Giunchiglia · Wei Pang · Yonghao Liu · Xiaoyue Feng

检索与知识理论与学习动力学OpenReview

作者位次 #10/10KDD 2026Oral· Knowledge Discovery & Data Mining

TRACE: Discovering Task-Specific Parameter via Adaptation-Aware Probing for Continual Fine-Tuning

Xiaosong Han · Ke Chen · Xindi Dai · Di Liang · Minlong Peng · Wei Pang · Fausto Giunchiglia · Xiaoyue Feng · Yonghao Liu · Renchu Guan

可解释性强化学习与后训练检索与知识OpenReview

作者位次 #7/7AAAI 2026Poster· Artificial Intelligence

SPARD: Single-step Inference with Adaptive Sampling in Residual Diffusion for Human Motion Prediction

Yiming Zhang · Baojia Han · Ximing Li · Wei Pang · Fausto Giunchiglia · Xiaoyue Feng · Renchu Guan

效率与系统社会与人本OpenReview

作者位次 #5/5AAAI 2026Poster· Artificial Intelligence

Semi-Supervised Regression by Preserving Ranking Relationships Between Close Unlabeled Samples

Ximing Li · Jiaxuan Jiang · Changchun Li · You Lu · Renchu Guan

常见合作者

FGFausto Giunchiglia×3 WPWei Pang×3 XFXiaoyue Feng×3 YLYonghao Liu×2 XLXiming Li×2 XYXiaosong Yuan CSChen Shen SYShaotian Yan KLkaiyuan liu XZXiaofeng Zhang SFSinan Fan LXLiang Xie