Researcher — paper.dinq.me

2026 顶会论文

作者位次 #8/8EuroSys 2026Oral· Computer Systems

Scaling LLM Test-Time Compute with Mobile NPU on Smartphones

Zixu Hao · Jianyu Wei · Tuowei Wang · Minxing Huang · Huiqiang Jiang · Shiqi Jiang · Ting Cao · Ju Ren

推理OpenReview

作者位次 #5/5ICLR 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 #6/6ICLR 2026Poster· Deep Learning / Everything Else

Context Learning for Multi-Agent Discussion

Xingyuan Hua · Sheng Yue · Xinyi Li · Yizhe Zhao · Jinrui Zhang · Ju Ren

智能体与工具OpenReview

作者位次 #6/6CVPR 2026Spotlight· Computer Vision & Pattern Recognition

CoIn: Coverage and Informativeness-Guided Token Reduction for Efficient Large Multimodal Models

Chenxi Du · Yongheng Deng · Jiani Liu · Yujia Zhang · Xi Chen · Ju Ren

多模态效率与系统OpenReview 项目页

作者位次 #8/8ACL 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 #3/4KDD 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 #8/8KDD 2026Oral· Knowledge Discovery & Data Mining

Accelerating Graph-Based RAG Retrieval via Locality-Aware Device-Cloud Collaboration

Yongheng Deng · Tianyuan Jiang · Zhenya Ma · Hao Wu · Yongjian Fu · Hao Pan · Sheng Yue · Ju Ren

检索与知识OpenReview

作者位次 #4/4KDD 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

作者位次 #11/11INFOCOM 2026Oral· Computer Communications & Networking

EarAuth: Towards Practical Cardiac Vibration Authentication on COTS Wireless Earbuds

Yongjian Fu · Wenpeng Zhu · Yingjun Wu · Hao Pan · Yizhe Zhao · Guanbo Wang · Jinrui Zhang · Li Li · Yongheng Deng · Yaoxue Zhang · Ju Ren

OpenReview

作者位次 #5/6AAAI 2026Poster· Artificial Intelligence

MSCFL: Model Structure-Aware Clustered Federated Learning for System Heterogeneity and Data Drift

Yang Xu · Xiaowei Wu · Zifeng Xu · Cheng Zhang · Ju Ren · Yaoxue Zhang