Publications | Guo Lu (鲁国)

2026

Journal Articles

Image Quality Assessment for Machine-oriented Communication

Chunyi Li, Xiaoyue Ling, Farong Wen, Haoyang Li, Guo Lu, Weisi Lin, Xiao-Ping Zhang, Guangtao Zhai, Wenjun Zhang · IEEE TPAMI, 2026

Dual-Representation Image Compression at Ultra-Low Bitrates via Explicit Semantics and Implicit Textures

Chuqin Zhou, Xiaoyue Ling, Yunuo Chen, Jincheng Dai, Guo Lu, Wenjun Zhang · IEEE T-CSVT, 2026

Compressing 3D Gaussian Splatting via Cross-Representation Priors

Yezheng Zhang, Huanxiong Liang, Chuqin Zhou, Guo Lu, Wenjun Zhang · IEEE TIP, 2026

Free-GVC: Towards Training-Free Extreme Generative Video Compression with Temporal Coherence

Xiaoyue Ling, Chuqin Zhou, Chunyi Li, Yunuo Chen, Yuan Tian, Guo Lu, Wenjun Zhang · IEEE TBC, 2026

Loss-Resilient Semantic Communication over Packet-Loss Networks at Extreme-Low Bandwidth

Shengshi Yao, Jincheng Dai, Sixian Wang, Guo Lu, Kai Niu, Wenjun Xu, Wenjun Zhang, Ping Zhang · IEEE TMC, 2026

Diff-VF: Training-free High-quality Long Video Generation via Diffusion Model

Haoning Yang, Xinyuan Chen, Yaohui Wang, Guo Lu · ACM TOMM, 2026

Generative Communications: Overview, Technologies, and Trends

Wenjun Zhang, Zhiyong Chen, Tong Wu, Guo Lu, Li Song, Feng Yang, Meixia Tao · IEEE Wireless Communications, 2026

DiT-JSCC: Rethinking Deep JSCC With Diffusion Transformers and Semantic Representations

Kailin Tan, Jincheng Dai, Sixian Wang, Guo Lu, Shuo Shao, Kai Niu, Wenjun Zhang, Ping Zhang · IEEE TCCN, 2026

Generative AI Meets 6G and Beyond: Diffusion Models for Semantic Communications

Hai-Long Qin, Jincheng Dai, Guo Lu, Shuo Shao, Sixian Wang, Tongda Xu, Wenjun Zhang, Ping Zhang, Khaled B. Letaief · IEEE COMST, 2026

SMC++: Masked Learning of Unsupervised Video Semantic Compression

Yuan Tian, Xiaoyue Ling, Cong Geng, Qiang Hu, Guo Lu, Guangtao Zhai · IEEE TPAMI, 2026

Generative Video Communications: Concepts, Key Technologies, and Future Research Trends

Wenjun Zhang, Guo Lu, Zhiyong Chen, Geoffrey Ye Li · Engineering, 2026

Large language model for lossless image compression with visual prompts

Junhao Du, Chuqin Zhou, Yunuo Chen, Guo Lu · IEEE T-CSVT, 2026

Conference Papers

Every Packet Counts: Dispersing Information for Loss-Resilient Learned Image Compression

Yuhang Wei, Chuqin Zhou, Yibo Shi, Jing Wang, Guo Lu · ACM MM, 2026

GVC-RT: Towards Real-Time Generative Video Compression at Ultra-Low Bitrates

Tianjian Dang, Sixian Wang, Lei Luo, Guo Lu, Jincheng Dai · ACM MM, 2026

Content-aware mamba for learned image compression

Yunuo Chen, Zezheng Lyu, Bing He, Hongwei Hu, Qi Wang, Yuan Tian, Li Song, Wenjun Zhang, Guo Lu · ICLR, 2026

Adaptive Learned Image Compression with Graph Neural Networks

Yunuo Chen, Bing He, Zezheng Lyu, Hongwei Hu, Qunshan Gu, Yuan Tian, Guo Lu · CVPR, 2026

Unified spatiotemporal token compression for video-llms at ultra-low retention

Junhao Du, Jialong Xue, Anqi Li, Jincheng Dai, Guo Lu · CVPR, 2026

Next-frame decoding for ultra-low-bitrate image compression with video diffusion priors

Yunuo Chen, Chuqin Zhou, Jiangchuan Li, Xiaoyue Ling, Bing He, Jincheng Dai, Li Song, Guo Lu · ECCV, 2026

Towards Trustworthy Multimodal Moderation via Policy-Aligned Reasoning and Hierarchical Labeling

Anqi Li, Wenwei Jin, Jintao Tong, Pengda Qin, Jiawei Li, Guo Lu · KDD, 2026

2025

Journal Articles

Instance-Adaptive Spatial-Temporal Enhancement for Efficient Video Compression

Yan Zhao, Zhengxue Cheng, Jiangchuan Li, Donghui Feng, Qunshan Gu, Qi Wang, Guo Lu, Li Song · IEEE TIP, 2025

R-Bench: Are Your Large Multimodal Model Robust to Real-World Corruptions?

Chunyi Li, Jianbo Zhang, Zicheng Zhang, Haoning Wu, …, Guo Lu, …, Xiao-Ping Zhang, Guangtao Zhai · IEEE JSTSP, 2025

VARFVV: View-Adaptive Real-Time Interactive Free-View Video Streaming With Edge Computing

Qiang Hu, Qihan He, Houqiang Zhong, Guo Lu, Xiaoyun Zhang, Guangtao Zhai, Yanfeng Wang · IEEE JSAC, 2025

Implicit-Explicit Integrated Representations for Multi-View Video Compression

Chen Zhu, Guo Lu, Bing He, Rong Xie, Li Song · IEEE TIP, 2025

MISC: Ultra-Low Bitrate Image Semantic Compression Driven by Large Multimodal Model

Chunyi Li, Guo Lu, Donghui Feng, Haoning Wu, Zicheng Zhang, Xiaohong Liu, Guangtao Zhai, Weisi Lin, Wenjun Zhang · IEEE TIP, 2025

Conference Papers

H3D-DGS: Exploring Heterogeneous 3D Motion Representation for Deformable 3D Gaussian Splatting

Bing He, Yunuo Chen, Guo Lu, Qi Wang, Qunshan Gu, Rong Xie, Li Song, Wenjun Zhang · NeurIPS, 2025

Neural Hamiltonian Deformation Fields for Dynamic Scene Rendering

Hai-Long Qin, Sixian Wang, Guo Lu, Jincheng Dai · SIGGRAPH Asia, 2025

A Multi-Grid Implicit Neural Representation for Multi-View Videos

Qingyue Ling, Zhengxue Cheng, Donghui Feng, Shen Wang, Chen Zhu, Guo Lu, Heming Sun, Jiro Katto, Li Song · PCS, 2025

Towards a New Paradigm of Visual Signal Compression

Chunyi Li, Xiele Wu, Haoning Wu, Donghui Feng, Zicheng Zhang, Guo Lu, Xiongkuo Min, Xiaohong Liu, Guangtao Zhai, Weisi Lin · ACM MM, 2025

Efficient Video Semantic Transmission Needs Generative Latent Priors

Sixian Wang, Jincheng Dai, Haotong Cao, Guo Lu, Kai Niu, Wenjun Xu, Wenjun Zhang, Ping Zhang · WCSP, 2025

Knowledge Distillation for Learned Image Compression

Yunuo Chen, Zezheng Lyu, Bing He, Ning Cao, Gang Chen, Guo Lu, Wenjun Zhang · ICCV, 2025

Image Quality Assessment: From Human to Machine Preference

Chunyi Li, Yuan Tian, Xiaoyue Ling, Zicheng Zhang, …, Guo Lu, Weisi Lin, Guangtao Zhai · CVPR, 2025

Differentiable VMAF: A trainable metric for optimizing video compression codec

Jiangchuan Li, Chuqin Zhou, Yunuo Chen, Guo Lu · ISCAS, 2025

QaVA: Query-Aware Video Analysis Framework Based on Data Access Pattern

Tianxiong Zhong, Zhiwei Zhang, Yihang Fu, Guo Lu, Ye Yuan, Guoren Wang · ICDE, 2025

Linear Attention Modeling for Learned Image Compression

Donghui Feng, Zhengxue Cheng, Shen Wang, Ronghua Wu, Hongwei Hu, Guo Lu, Li Song · CVPR, 2025

L3TC: Leveraging RWKV for Learned Lossless Low-Complexity Text Compression

Junxuan Zhang, Zhengxue Cheng, Yan Zhao, Shihao Wang, Dajiang Zhou, Guo Lu, Li Song · AAAI, 2025

Controllable Distortion-Perception Tradeoff Through Latent Diffusion for Neural Image Compression

Chuqin Zhou, Guo Lu, Jiangchuan Li, Xiangyu Chen, Zhengxue Cheng, Li Song, Wenjun Zhang · AAAI, 2025

2024

Journal Articles

Long-Term and Short-Term Information Propagation and Fusion for Learned Video Compression

Shen Wang, Donghui Feng, Guo Lu, Zhengxue Cheng, Li Song, Wenjun Zhang · IEEE T-BC, 2024

Preprocessing Enhanced Image Compression for Machine Vision

Guo Lu, Xingtong Ge, Tianxiong Zhong, Qiang Hu, Jing Geng · IEEE T-CSVT, 2024

A Character Position-Aware Compression Framework for Screen Text Image

Chen Zhu, Guo Lu, Huanbang Chen, Donghui Feng, Shen Wang, Yan Zhao, Rong Xie, Li Song · IEEE T-CSVT, 2024

A Coding Framework and Benchmark Towards Low-Bitrate Video Understanding

Yuan Tian, Guo Lu, Yichao Yan, Guangtao Zhai, Li Chen, Zhiyong Gao · IEEE TPAMI, 2024

Conference Papers

Coarse-to-fine Transformer For Lossless 3D Medical Image Compression

Xiaoxuan Yang, Guo Lu, Donghui Feng, Zhengxue Cheng, Guosheng Yu, Li Song · VCIP, 2024

Efficient Bitrate Ladder Construction for Per-Shot Adaptive Encoding

Yan Zhao, ZhengXue Cheng, Guo Lu, Rong Xie, Li Song · VCIP, 2024

AsymLLIC: Asymmetric Lightweight Learned Image Compression

Shen Wang, Zhengxue Cheng, Donghui Feng, Guo Lu, Li Song, Wenjun Zhang · VCIP, 2024

Rate-aware Compression for NeRF-based Volumetric Video

Zhiyu Zhang, Guo Lu, Huanxiong Liang, Zhengxue Cheng, Anni Tang, Li Song · ACM MM, 2024

Free-VSC: Free Semantics from Visual Foundation Models for Unsupervised Video Semantic Compression

Yuan Tian, Guo Lu, Guangtao Zhai · ECCV, 2024

Efficient Dynamic-NeRF Based Volumetric Video Coding with Rate Distortion Optimization

Zhiyu Zhang, Guo Lu, Huanxiong Liang, Anni Tang, Qiang Hu, Li Song · ACM MM, 2024

Task-Aware Encoder Control for Deep Video Compression

Xingtong Ge, Jixiang Luo, Xinjie Zhang, Tongda Xu, Guo Lu, Dailan He, Jing Geng, Yan Wang, Jun Zhang, Hongwei Qin · CVPR, 2024

Neural rate control for learned video compression

Yiwei Zhang, Guo Lu, Yunuo Chen, Shen Wang, Yibo Shi, Jing Wang, Li Song · ICLR, 2024

GaussianImage: 1000 FPS Image Representation and Compression by 2D Gaussian Splatting

Xinjie Zhang, Xingtong Ge, Tongda Xu, Dailan He, Yan Wang, Hongwei Qin, Guo Lu, Jing Geng, Jun Zhang · ECCV, 2024

2023

Journal Articles

TVM: A Tile-based Video Management Framework

Tianxiong Zhong, Zhiwei Zhang, Guo Lu, Ye Yuan, Yu-Ping Wang, Guoren Wang · PVLDB, 2023

CBANet: Toward Complexity and Bitrate Adaptive Deep Image Compression Using a Single Network

Jinyang Guo, Dong Xu, Guo Lu · IEEE TIP, 2023

Conference Papers

High-Fidelity Free-View Talking Head Synthesis for Low-Bandwidth Video Conference

Zhiyu Zhang, Anni Tang, Chen Zhu, Guo Lu, Rong Xie, Li Song · VCIP, 2023

Non-Semantics Suppressed Mask Learning for Unsupervised Video Semantic Compression

Yuan Tian, Guo Lu, Guangtao Zhai, Zhiyong Gao · ICCV, 2023

2022

2021

Journal Articles

An End-to-End Learning Framework for Video Compression

Guo Lu, Xiaoyun Zhang, Wanli Ouyang, Li Chen, Zhiyong Gao, Dong Xu · IEEE TPAMI, 2021

2020

Journal Articles

Learning 3D Human Shape and Pose from Dense Body Parts

Hongwen Zhang, Jie Cao, Guo Lu, Wanli Ouyang, Zhenan Sun · IEEE TPAMI, 2020

Deep Non-Local Kalman Network for Video Compression Artifact Reduction

Guo Lu, Xiaoyun Zhang, Wanli Ouyang, Dong Xu, Li Chen, Zhiyong Gao · IEEE TIP, 2020

Conference Papers

Improving deep video compression by resolution-adaptive flow coding

Zhihao Hu, Zhenghao Chen, Dong Xu, Guo Lu, Wanli Ouyang, Shuhang Gu · ECCV, 2020

Content adaptive and error propagation aware deep video compression

Guo Lu, Chunlei Cai, Xiaoyun Zhang, Li Chen, Wanli Ouyang, Dong Xu, Zhiyong Gao · ECCV, 2020

2019

2018

Journal Articles

Novel Integration of Frame Rate Up Conversion and HEVC Coding Based on Rate-Distortion Optimization

Guo Lu, Xiaoyun Zhang, Li Chen, Zhiyong Gao · IEEE TIP, 2018

Conference Papers

Deep kalman filtering network for video compression artifact reduction

Guo Lu, Wanli Ouyang, Dong Xu, Xiaoyun Zhang, Zhiyong Gao, Ming-Ting Sun · ECCV, 2018