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2026 顶会论文

作者位次 #8/18ISCA 2026Oral· Computer Architecture

Combating the Memory Walls: Optimization Pathways for Long-Context Agentic Llm Inference

Haoran Wu · Can Xiao · Jiayi Nie · Xuan Guo · Binglei Lou · Jeffrey T. H. Wong · Zhiwen Mo · Cheng Zhang · Przemyslaw Forys · Chengyang Ai · Timi Adeniran · Wayne Luk · Hongxiang Fan · Jianyi Cheng · Timothy M. Jones · Rika Antonova · Robert Mullins · Aaron Zhao

长上下文与架构智能体与工具效率与系统OpenReview

作者位次 #5/12ICML 2026Poster· General Machine Learning / Evaluation

KernelCraft: Benchmarking for Agentic Close-to-Metal Kernel Generation on Emerging Hardware

Jiayi Nie · Haoran Wu · Yao Lai · Zeyu Cao · Cheng Zhang · Binglei Lou · Erwei Wang · Jianyi Cheng · Timothy Jones · Robert Mullins · Rika Antonova · Aaron Zhao

评测与基准智能体与工具OpenReview

作者位次 #2/8ICML 2026Poster· Deep Learning / Large Language Models

A3: an Analytical Low-Rank Approximation Framework for Attention

Jeffrey T. H. Wong · Cheng Zhang · Xinye Cao · Pedro Gimenes · Christos-Savvas Bouganis · George Constantinides · Wayne Luk · Aaron Zhao

效率与系统OpenReview

一作CVPR 2026Poster· Computer Vision & Pattern Recognition

Unified Camera Positional Encoding for Controlled Video Generation

Cheng Zhang · Boying Li · Meng Wei · Yan-Pei Cao · Camilo Gambardella · Dinh Q. Phung · Jianfei Cai

多模态代码长上下文与架构OpenReview 项目页

作者位次 #6/8KDD 2026Oral· Knowledge Discovery & Data Mining

HDMoE: A Hierarchical Decoupling-Fusion Mixture-of-Experts Framework for Multimodal Cancer Survival Prediction

Huayi Wang · Haochao Ying · Yuyang Xu · Qiyao Zheng · Jun Wang · Cheng Zhang · Ying Sun · JIAN Wu

多模态效率与系统检索与知识OpenReview

作者位次 #9/11ICRA 2026Oral· Robotics & Automation

MiniBEE: A New Form Factor for Compact Bimanual Dexterity

Sharfin Islam · Zewen Chen · Zhanpeng He · Swapneel Bhatt · Andres Permuy · Brock Taylor · James Vickery · Zhengbin Lu · Cheng Zhang · Pedro Piacenza · Matei Ciocarlie

检索与知识OpenReview

作者位次 #4/5AAAI 2026Poster· Artificial Intelligence

SEMC: Structure-Enhanced Mixture-of-Experts Contrastive Learning for Ultrasound Standard Plane Recognition

Qing Cai · Guihao Yan · Fan Zhang · Cheng Zhang · Zhi Liu

效率与系统OpenReview

一作AAAI 2026Poster· Artificial Intelligence

PanFlow: Decoupled Motion Control for Panoramic Video Generation

Cheng Zhang · Hanwen Liang · Donny Y. Chen · Qianyi Wu · Konstantinos N. Plataniotis · Camilo Cruz Gambardella · Jianfei Cai

多模态OpenReview

作者位次 #6/8AAAI 2026Poster· Artificial Intelligence

Stratos: An End-to-End Distillation Pipeline for Customized LLMs Under Distributed Cloud Environments

Ziming Dai · Tuo Zhang · Fei Gao · Xingyi Cai · Xiaofei Wang · Cheng Zhang · Wenyu Wang · Chengjie Zang

强化学习与后训练OpenReview

Cheng Zhang

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