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2026 顶会论文

作者位次 #4/5PPoPP 2026Oral· Parallel & Distributed Programming

BEEMS: Boosting Machine Vision Efficiency via Computation Graph-Based Memory Smoothing

Hanjing Shen · Fangxin Liu · Jian Liu · Li Jiang · Haibing Guan

多模态效率与系统检索与知识OpenReview

作者位次 #8/9HPCA 2026Oral· High-Performance Computer Architecture

ORANGE: Exploring Ockham's Razor for Neural Rendering by Accelerating 3DGS on NPUs with GEMM-Friendly Blending and Balanced Workloads

Haomin Li · Yun Liang · Fangxin Liu · Bowen Zhu · Zongwu Wang · Yu Feng · Liqiang Lu · Li Jiang · Haibing Guan

长上下文与架构OpenReview

作者位次 #7/7ISCA 2026Oral· Computer Architecture

COSM: A Cooperative Scheduling Framework for Concurrent PIM and CPU Execution on Mobile Devices

Yilong Zhao · Fangxin Liu · Onur Mutlu · Mingyu Gao · Jian Liu · Haibing Guan · Li Jiang

长上下文与架构OpenReview

作者位次 #12/13ISCA 2026Oral· Computer Architecture

STEP: Adaptive Spatio-Temporal Expert Prefetching for Low-Latency and Memory-Efficient MoE Inference

Fangxin Liu · Ning Yang · Zongwu Wang · Chenyang Guan · Haomin Li · Yu Feng · Liqiang Lu · Xiang Li · Siran Yang · Jiamang Wang · Lin Qu · Li Jiang · Haibing Guan

效率与系统检索与知识长上下文与架构OpenReview

作者位次 #10/11ISCA 2026Oral· Computer Architecture

Harmonia: A Unified Hierarchical Scheduling Framework for Sparse Matrix Multiplication

Jingkui Yang · Fangxin Liu · Xin Ju · Ning Yang · Chenyang Guan · Junjie Wang · Zongwu Wang · Mei Wen · Jian Liu · Li Jiang · Haibing Guan

安全长上下文与架构OpenReview

作者位次 #10/11NeurIPS 2026Poster

HiLoc: A Hierarchical Representation Method for Spatial Localization in Multimodal Large Language Models

Evelyn Zhang · Fufu Yu · Hanjun Li · Aoqi Wu · Ke Yan · Shouhong Ding · Tianhe Ren · Xinting Hu · Xiaojuan Qi · Li Jiang · Jiaya Jia

可解释性多模态OpenReview

作者位次 #7/7NeurIPS 2026Poster

GeoMemory: Geometry-Indexed Memory for Long-Horizon Interactive Video Generation

Junchao Huang · Xinting Hu · Boyao Han · Shaoshuai Shi · Zhuotao Tian · Tianyu He · Li Jiang

多模态检索与知识OpenReview

作者位次 #10/11MICRO 2026Oral· PIM & Near-Memory Long-Context LLM Serving

ULTRA: Bridging the VQ Gap in Anisotropic LLM Quantization via a \underline{U}nified \underline{L}UT-Based \underline{TR}ansformer \underline{A}rchitecture

Zongwu Wang · Zhongyi Tang · Fangxin Liu · Shiyuan Huang · Chenyang Guan · Haomin Li · Gang Li · Liqiang Lu · Mingyu Gao · Li Jiang · Haibing Guan

效率与系统检索与知识长上下文与架构OpenReview

作者位次 #7/8MICRO 2026Oral· PIM & Near-Memory Long-Context LLM Serving

MOSAIC: Exploiting Structured Tolerance for Adaptive LLM Inference Mapping in Heterogeneous PIM Accelerators

Fangxin Liu · Jingkui Yang · Yilong Zhao · Haomin Li · Wen Mei · Xinran Liang · Li Jiang · Haibing Guan

效率与系统检索与知识长上下文与架构OpenReview

作者位次 #6/7NeurIPS 2026Poster

Learning Semantic Consistency for Open-Vocabulary Dense Perception

Li Ding · Junjie Wang · Jingjun Yang · Jiaze Wang · Libo Qin · Li Jiang · Zhuotao Tian

OpenReview

作者位次 #5/5NeurIPS 2026Poster

VersaCamVLA: Camera-Configurable VLA Policies for Robotic Manipulation

Boyao Han · Chen Shi · Jingjing Qian · Zhuotao Tian · Li Jiang

OpenReview

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

SymphoMotion: Joint Control of Camera Motion and Object Dynamics for Coherent Video Generation

Guiyu Zhang · Yabo Chen · Xunzhi Xiang · Junchao Huang · Zhongyu Wang · Li Jiang

多模态OpenReview 项目页

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

GeoPredict: Leveraging Predictive Kinematics and 3D Gaussian Geometry for Precise VLA Manipulation

Jingjing Qian · Boyao Han · Chen Shi · Lei Xiao · Long Yang · Shaoshuai Shi · Li Jiang

多模态OpenReview 项目页

作者位次 #7/8ACL 2026Poster· Natural Language Processing

Calibrated Speculative Decoding: Frequency-Guided Candidate Selection for Efficient Inference

Zhouxuwen · Fangxin Liu · Chao Wang · Xiao Zheng · Hao Zheng · Min He · Li Jiang · Haibing Guan

摘要

Speculative decoding accelerates autoregressive generation by letting draft tokens bypass full verification, but conventional frameworks suffer from frequent false rejections, particularly when draft models produce semantically correct but lexically divergent outputs. In this paper, we present Ca...

效率与系统推理评测与基准OpenReview 项目页

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

SpecQuant: Spectral Decomposition and Adaptive Truncation for Ultra-Low-Bit LLMs Quantization

Zhixiong Zhao · Fangxin Liu · Junjie Wang · Chenyang Guan · Zongwu Wang · Li Jiang · Haibing Guan

效率与系统OpenReview

Li Jiang

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2026 顶会论文

BEEMS: Boosting Machine Vision Efficiency via Computation Graph-Based Memory Smoothing

ORANGE: Exploring Ockham's Razor for Neural Rendering by Accelerating 3DGS on NPUs with GEMM-Friendly Blending and Balanced Workloads

COSM: A Cooperative Scheduling Framework for Concurrent PIM and CPU Execution on Mobile Devices

STEP: Adaptive Spatio-Temporal Expert Prefetching for Low-Latency and Memory-Efficient MoE Inference

Harmonia: A Unified Hierarchical Scheduling Framework for Sparse Matrix Multiplication

HiLoc: A Hierarchical Representation Method for Spatial Localization in Multimodal Large Language Models

GeoMemory: Geometry-Indexed Memory for Long-Horizon Interactive Video Generation

ULTRA: Bridging the VQ Gap in Anisotropic LLM Quantization via a \underline{U}nified \underline{L}UT-Based \underline{TR}ansformer \underline{A}rchitecture

MOSAIC: Exploiting Structured Tolerance for Adaptive LLM Inference Mapping in Heterogeneous PIM Accelerators

Learning Semantic Consistency for Open-Vocabulary Dense Perception

VersaCamVLA: Camera-Configurable VLA Policies for Robotic Manipulation

SymphoMotion: Joint Control of Camera Motion and Object Dynamics for Coherent Video Generation

GeoPredict: Leveraging Predictive Kinematics and 3D Gaussian Geometry for Precise VLA Manipulation

Calibrated Speculative Decoding: Frequency-Guided Candidate Selection for Efficient Inference

SpecQuant: Spectral Decomposition and Adaptive Truncation for Ultra-Low-Bit LLMs Quantization

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