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Yongheng Deng

KDD 2026×3ICLR 2026×2ACL 2026CVPR 2026INFOCOM 2026检索与知识效率与系统强化学习与后训练多模态推理
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一作贡献40
核心/参与77
方向广度19
合作网络12
1 一作 · 8 篇 · KDD 2026 / ICLR 2026 / ACL 2026 / CVPR 2026 / INFOCOM 2026

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2026 顶会论文

8
作者位次 #4/5ICLR 2026Poster· Reinforcement Learning / Batch/Offline

Less Is More: Clustered Cross-Covariance Control for Offline RL

Nan Qiao · Sheng Yue · Shuning Wang · Yongheng Deng · Ju Ren

强化学习与后训练OpenReview
作者位次 #3/8ACL 2026Findings· Findings of ACL

C o T rust: Privacy-Preserving Collaboration Between Large and Small Language Models in Trusted Execution Environments

Zhenya Ma · Tingyi Wang · Yongheng Deng · Ziqing Qiao · Yinggui Wang · Tao Wei · Lei Wang · Ju Ren

摘要

Services powered by large language models (LLMs) provide powerful text generation capabilities, but accessing sensitive user inputs raises serious privacy concerns. Trusted Execution Environments (TEEs) provide a secure computation environment, enabling sensitive inputs to be safely processed. Ho...

效率与系统检索与知识推理OpenReview 项目页
作者位次 #2/4KDD 2026Oral· Knowledge Discovery & Data Mining

Revisiting Redundancy in Diffusion Transformers: A Temporal-Spatial Joint Caching Strategy for Efficient Sampling

Chenxi Du · Yongheng Deng · Ju Ren · Yaoxue Zhang

效率与系统检索与知识OpenReview
作者位次 #2/4KDD 2026Oral· Knowledge Discovery & Data Mining

Personalizing Large Language Models with User Profile Memory

Yangxu Liao · Yongheng Deng · Tianyuan Jiang · Ju Ren

检索与知识对齐与偏好OpenReview

常见合作者

JRJu Ren×7SYSheng Yue×3YFYongjian Fu×3CDChenxi Du×2ZMZhenya Ma×2YZYaoxue Zhang×2TJTianyuan Jiang×2HPHao Pan×2NHNingxin HeZZhangzehuiTGTiegang GaoNQNan Qiao