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2026 顶会论文

作者位次 #2/16ISCA 2026Oral· Computer Architecture

HyperDrive: Hierarchical Exploitation of Memory Efficiency for GPU-Based FHE Acceleration

Guang Fan · Yi Chen · Lei Chen · Liang Kong · Chao Niu · Dian Jiao · Yilan Zhu · Geng Yang · Shengyu Fan · Xianglong Deng · Fangyu Zheng · Jian Weng · Meng Li · Yisong Chang · Shoumeng Yan · Mingzhe Zhang

效率与系统检索与知识长上下文与架构OpenReview

作者位次 #3/9ISCA 2026Oral· Computer Architecture

MNEMOS: A GPU-Based TFHE Acceleration Framework with Memory Access Optimization

Junyi Zhang · Xianglong Deng · Yi Chen · Guang Fan · Lei Chen · Dian Jiao · Shengyu Fan · Zhiwei Wang · Mingzhe Zhang

检索与知识长上下文与架构OpenReview

作者位次 #7/8ICML 2026Poster· Applications / Robotics

VLA-ATTC: Adaptive Test-Time Compute for VLA Models with Relative Action Critic Model

Wenhao Li · Xiu Su · Yichao Cao · Hongyan Xu · Xiaobo Xia · Shan You · Yi Chen · Chang Xu

推理OpenReview

一作MICRO 2026Oral· Side-Channel Attacks & Confidential Computing

Helios: Melting Kernel Boundaries for GPU-Accelerated HE via Graph Rewriting and Microarchitecture-Aware Mapping

Yi Chen · Ziyu Tang · Chao Yang · Guang Fan · Mingzhe Zhang · Meng Li

安全长上下文与架构OpenReview

作者位次 #4/10CVPR 2026Poster· Computer Vision & Pattern Recognition

Localizing, Structuring, and Rendering: Bridging 3D and 2D Vision-Language-Action Models for Robotic Manipulation

Yunlong Zhao · Xiaoheng Deng · Yichao Cao · Yi Chen · Xiangjian He · Shan You · Shuo Yang · Lei Fan · Fei Wang · Xiu Su

多模态OpenReview 项目页

作者位次 #7/9CVPR 2026Poster· Computer Vision & Pattern Recognition

FedMOP: Achieving Enhanced Privacy and Performance in Federated Learning via Momentum Orthogonal Projection

Yunlong Zhao · Xiaoheng Deng · Hongyan Xu · Zhuohua Qiu · Xiaowen Hu · Shan You · Yi Chen · Chang Xu · Xiu Su

安全多模态OpenReview 项目页

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

CD-DPE: Dual-Prompt Expert Network Based on Convolutional Dictionary Feature Decoupling for Multi-Contrast MRI Super-Resolution

Xianming Gu · Lihui Wang · Ying Cao · Zeyu Deng · Yingfeng Ou · Guodong Hu · Yi Chen

OpenReview

作者位次 #7/8AAAI 2026Poster· Artificial Intelligence

ROVER: Robust Generative Continual Identity Unlearning Against Relearning Attacks

Tairan Huang · Qiang Chen · Beibei Hu · Yunlong Zhao · Hongyan Xu · Zhiyuan Chen · Yi Chen · Xiu Su

安全OpenReview

作者位次 #4/8AAAI 2026Poster· Artificial Intelligence

Not Just What's There: Enabling CLIP to Comprehend Negated Visual Descriptions Without Fine-Tuning

Junhao Xiao · Zhiyu Wu · Hao Lin · Yi Chen · Yahui Liu · Xiaoran Zhao · Zixu Wang · Zejiang He

多模态强化学习与后训练OpenReview

作者位次 #5/8CCS 2026Oral· Computer & Communications Security

ROSETTA: Efficient and Accurate Privacy-Preserving LLM Decoding via Hybrid CKKS/TFHE Evaluation

Jiangrui Yu · Baosheng Zhang · Liang Kong · Lin Ding · Yi Chen · Ye Yu · Mingzhe Zhang · Meng Li

安全效率与系统评测与基准OpenReview

Yi Chen

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