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2026 顶会论文

作者位次 #8/11ICLR 2026Poster

HiCache: A Plug-in Scaled-Hermite Upgrade for Taylor-Style Cache-then-Forecast Diffusion Acceleration

Liang Feng · Shikang Zheng · Jiacheng Liu · Yuqi Lin · Qinming Zhou · Peiliang Cai · Xinyu Wang · Junjie Chen · Chang Zou · Yue Ma · Linfeng Zhang

OpenReview

一作CVPR 2026Poster· Computer Vision & Pattern Recognition

Variation-aware Vision Token Dropping for Faster Large Vision-Language Models

Junjie Chen · Xuyang Liu · Zichen Wen · Yiyu Wang · Siteng Huang · Honggang Chen

多模态OpenReview 项目页

一作SIGGRAPH 2026Journal· Computer Graphics (TOG Journal Track)

Bounding Stratified Bernoulli Impulses for Ray Marching Gaussian Process Implicit Surfaces

Junjie Chen · Zhimin Fan · Lingqi Yan · Junqiu Zhu · Yanwen Guo · Kun Zhou · Jie Guo

OpenReview

作者位次 #2/5ICRA 2026Oral· Robotics & Automation

Human2Nav: Learning Crowd Navigation from Human Videos across Robots via Feasibility-Guided Flow Matching

Shenghong Zhang · Junjie Chen · Sichi Yan · Yutong Ban · Xiao Li

多模态社会与人本OpenReview

作者位次 #5/9AAAI 2026Poster· Artificial Intelligence

Filter, Correlate, Compress: Training-Free Token Reduction for MLLM Acceleration

yuhang han · Xuyang Liu · Zihan Zhang · Pengxiang Ding · Junjie Chen · Honggang Chen · Donglin Wang · Qingsen Yan · Siteng Huang

效率与系统OpenReview

作者位次 #3/9AAAI 2026Poster· Artificial Intelligence

Global Compression Commander: Plug-and-Play Inference Acceleration for High-Resolution Large Vision-Language Models

Xuyang Liu · Ziming Wang · Junjie Chen · yuhang han · Yingyao Wang · Jiale Yuan · Jun Song · Siteng Huang · Honggang Chen

效率与系统多模态OpenReview

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

Infrared-Privileged UAV Detection via Cross-Modal Vector-Quantization

Zhibo Lou · Ruijie Zhang · Zeyu Luo · Qianxi Cao · Feng Qian · Junjie Chen · Yuming Fang

效率与系统OpenReview

作者位次 #2/9AAAI 2026Poster· Artificial Intelligence

RefSTAR: Blind Face Image Restoration with Reference Selection, Transfer, and Reconstruction

Zhicun Yin · Junjie Chen · Ming Liu · Zhixin Wang · Fan Li · Renjing Pei · Xiaoming Li · Rynson W. H. Lau · Wangmeng Zuo

多模态OpenReview

作者位次 #9/11AAAI 2026Poster· Artificial Intelligence

Forecast Then Calibrate: Feature Caching as ODE for Efficient Diffusion Transformers

Shikang Zheng · Liang Feng · Xinyu Wang · Qinming Zhou · Peiliang Cai · Chang Zou · Jiacheng Liu · Yuqi Lin · Junjie Chen · Yue Ma · Linfeng Zhang

效率与系统OpenReview

一作AAAI 2026Poster· Artificial Intelligence

Simulating Dispute Mediation with LLM-Based Agents for Legal Research

Junjie Chen · Haitao Li · Minghao Qin · Yujia Zhou · Yanxue Ren · Wuyue Wang · Yiqun LIU · Yueyue Wu · Qingyao Ai

社会与人本智能体与工具检索与知识OpenReview

一作AAAI 2026Poster· Artificial Intelligence

Auto-PRE: An Automatic and Cost-Efficient Peer-Review Framework for Language Generation Evaluation

Junjie Chen · Weihang Su · Zhumin Chu · Haitao Li · Yujia Zhou · Dingbo Yuan · XUDONG WANG · Jun Zhou · Yiqun LIU · Min Zhang · Shaoping Ma · Qingyao Ai

效率与系统评测与基准OpenReview

Junjie Chen

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2026 顶会论文

HiCache: A Plug-in Scaled-Hermite Upgrade for Taylor-Style Cache-then-Forecast Diffusion Acceleration

Variation-aware Vision Token Dropping for Faster Large Vision-Language Models

Bounding Stratified Bernoulli Impulses for Ray Marching Gaussian Process Implicit Surfaces

Human2Nav: Learning Crowd Navigation from Human Videos across Robots via Feasibility-Guided Flow Matching

Filter, Correlate, Compress: Training-Free Token Reduction for MLLM Acceleration

Global Compression Commander: Plug-and-Play Inference Acceleration for High-Resolution Large Vision-Language Models

Infrared-Privileged UAV Detection via Cross-Modal Vector-Quantization

RefSTAR: Blind Face Image Restoration with Reference Selection, Transfer, and Reconstruction

Forecast Then Calibrate: Feature Caching as ODE for Efficient Diffusion Transformers

Simulating Dispute Mediation with LLM-Based Agents for Legal Research

Auto-PRE: An Automatic and Cost-Efficient Peer-Review Framework for Language Generation Evaluation

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