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2026 顶会论文

作者位次 #10/10ICLR 2026Poster· Computer Vision / Everything Else

Grounding-IQA: Grounding Multimodal Language Model for Image Quality Assessment

Zheng Chen · Xun Zhang · Wenbo Li · Renjing Pei · Fenglong Song · Xiongkuo Min · Xiaohong Liu · Xin Yuan · Yong Guo · Yulun Zhang

多模态OpenReview

作者位次 #6/6ICLR 2026Poster· Computer Vision / Everything Else

FideDiff: Efficient Diffusion Model for High-Fidelity Image Motion Deblurring

Xiaoyang Liu · Zhengyan Zhou · Zihang Xu · Jiezhang Cao · Zheng Chen · Yulun Zhang

多模态效率与系统OpenReview

作者位次 #9/9ICLR 2026Poster· Applications / Language, Speech and Dialog

PT$^2$-LLM: Post-Training Ternarization for Large Language Models

Xianglong Yan · ChengZhu Bao · Zhiteng Li · Tianao Zhang · Kaicheng Yang · Haotong Qin · Ruobing Xie · Samm Sun · Yulun Zhang

多模态强化学习与后训练OpenReview

作者位次 #6/6ICLR 2026Poster· Deep Learning / Algorithms

Quant-dLLM: Post-Training Extreme Low-Bit Quantization for Diffusion Large Language Models

Tianao Zhang · Zhiteng Li · Xianglong Yan · Haotong Qin · Yong Guo · Yulun Zhang

强化学习与后训练效率与系统OpenReview

作者位次 #8/9ICLR 2026Poster· Computer Vision / Image and Video Generation

DVD-Quant: Data-free Video Diffusion Transformers Quantization

Zhiteng Li · Hanxuan Li · Junyi Wu · Kai Liu · Haotong Qin · Linghe Kong · Guihai Chen · Yulun Zhang · Xiaokang Yang

多模态效率与系统OpenReview

作者位次 #9/11ICLR 2026Poster· Computer Vision / 3D Rendering & Reconstruction

Quantized Visual Geometry Grounded Transformer

Weilun Feng · Haotong Qin · Mingqiang Wu · Chuanguang Yang · Yuqi Li · Xiangqi Li · Zhulin An · Libo Huang · Yulun Zhang · Michele Magno · Yongjun Xu

多模态效率与系统OpenReview

作者位次 #9/11ICLR 2026Poster· Computer Vision / Image and Video Generation

QuantSparse: Comprehensively Compressing Video Diffusion Transformer with Model Quantization and Attention Sparsification

Weilun Feng · Chuanguang Yang · Haotong Qin · Mingqiang Wu · Yuqi Li · Xiangqi Li · Zhulin An · Libo Huang · Yulun Zhang · Michele Magno · Yongjun Xu

多模态效率与系统OpenReview

作者位次 #7/8CVPR 2026Poster· Computer Vision & Pattern Recognition

AdaSVD: Singular Value Decomposition with Adaptive Mechanisms for Large Multimodal Models

Zhiteng Li · Mingyuan Xia · Jingyuan Zhang · Zheng Hui · Haotong Qin · Linghe Kong · Yulun Zhang · Xiaokang Yang

多模态可解释性OpenReview 项目页

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

Audio-Assisted Face Video Restoration with Temporal and Identity Complementary Learning

Yuqin Cao · Yixuan Gao · Wei Sun · Xiaohong Liu · Yulun Zhang · Xiongkuo Min

多模态OpenReview

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

QuantVSR: Low-Bit Post-Training Quantization for Real-World Video Super-Resolution

Bowen Chai · Zheng Chen · Libo Zhu · Wenbo Li · Yong Guo · Yulun Zhang

多模态强化学习与后训练效率与系统OpenReview

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

Steering One-Step Diffusion Model with Fidelity-Rich Decoder for Fast Image Compression

Zheng Chen · Mingde Zhou · Jinpei Guo · Jiale Yuan · Yifei Ji · Yulun Zhang

可解释性多模态效率与系统OpenReview

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

SODiff：Semantic-Oriented Diffusion Model for JPEG Compression Artifacts Removal

Tingyu Yang · Jue Gong · Jinpei Guo · Wenbo Li · Yong Guo · Yulun Zhang

效率与系统检索与知识OpenReview

Yulun Zhang

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2026 顶会论文

Grounding-IQA: Grounding Multimodal Language Model for Image Quality Assessment

FideDiff: Efficient Diffusion Model for High-Fidelity Image Motion Deblurring

PT$^2$-LLM: Post-Training Ternarization for Large Language Models

Quant-dLLM: Post-Training Extreme Low-Bit Quantization for Diffusion Large Language Models

DVD-Quant: Data-free Video Diffusion Transformers Quantization

Quantized Visual Geometry Grounded Transformer

QuantSparse: Comprehensively Compressing Video Diffusion Transformer with Model Quantization and Attention Sparsification

AdaSVD: Singular Value Decomposition with Adaptive Mechanisms for Large Multimodal Models

Audio-Assisted Face Video Restoration with Temporal and Identity Complementary Learning

QuantVSR: Low-Bit Post-Training Quantization for Real-World Video Super-Resolution

Steering One-Step Diffusion Model with Fidelity-Rich Decoder for Fast Image Compression

SODiff：Semantic-Oriented Diffusion Model for JPEG Compression Artifacts Removal

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