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2026 顶会论文

作者位次 #7/9ICLR 2026Poster· Reinforcement Learning / Batch/Offline

Sample Efficient Offline RL via T-Symmetry Enforced Latent State-Stitching

Peng Cheng · Zhihao Wu · Jianxiong Li · Ziteng He · Haoran Xu · Wei Sun · Youfang Lin · Yunxin Liu · Xianyuan Zhan

强化学习与后训练效率与系统OpenReview

作者位次 #8/9ACL 2026Poster· Natural Language Processing

STK -Adapter: Incorporating Evolving Graph and Event Chain for Temporal Knowledge Graph Extrapolation

Shuyuan Zhao · Wei Chen · Weijie Zhang · Xinrui Hou · Junfeng Shen · Boyan Shi · Shengnan Guo · Youfang Lin · Huaiyu Wan

摘要

Temporal Knowledge Graph (TKG) extrapolation aims to predict future events based on historical facts. Recent studies have attempted to enhance TKG extrapolation by integrating TKG’s evolving structural representations and textual event chains into Large Language Models (LLMs). Yet, two main chall...

检索与知识推理对齐与偏好OpenReview 项目页

作者位次 #7/8KDD 2026Oral· Knowledge Discovery & Data Mining

RIPCN: A Road Impedance Principal Component Network for Probabilistic Traffic Flow Forecasting

Haochen Lv · Yan Lin · Shengnan Guo · Xiaowei Mao · Hong Nie · Letian Gong · Youfang Lin · Huaiyu Wan

检索与知识OpenReview

作者位次 #8/9KDD 2026Oral· Knowledge Discovery & Data Mining

Low-Rank Prior-Induced Consistency Flow Matching for Efficient Traffic Imputation

Xiaowei Mao · Tingrui Wu · Yawen Yang · Shengnan Guo · Yan Lin · Shilong Zhao · Haochen Lv · Youfang Lin · Huaiyu Wan

效率与系统检索与知识OpenReview

作者位次 #9/9KDD 2026Oral· Knowledge Discovery & Data Mining

REM-Flow: Robust and Extensible Multi-Center Sleep Staging via Generative Knowledge Replay

Xiaojun Ning · Jing Wang · Chenzhang Li · Shaowen Wan · Ruiming Tian · Xiyuan Jin · Yi Ding · Ziyu Jia · Youfang Lin

检索与知识OpenReview

作者位次 #6/7AAAI 2026Poster· Artificial Intelligence

Think How Your Teammates Think: Active Inference Can Benefit Decentralized Execution

Hao Wu · Shoucheng Song · Chang Yao · Sheng Han · Huaiyu Wan · Youfang Lin · Kai Lv

效率与系统OpenReview

Youfang Lin

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