Chengtao Lv

27 papers A* 3Journal 21Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
G2HFNet: GeoGran-Aware Hierarchical Feature Fusion Network for Salient Object Detection in Optical Remote Sensing Images.
CoRR
Bin Wan, Runmin Cong, Xiaofei Zhou, Hao Fang, Chengtao Lv, Sam Kwong
2026 A* conf
LLMC+: Benchmarking Vision-Language Model Compression with a plug-and-play Toolkit.
AAAI
Chengtao Lv, Bilang Zhang, Yang Yong, Ruihao Gong, Yushi Huang, Shiqiao Gu, Jiajun Wu, Yumeng Shi, Jinyang Guo, Wenya Wang
2026 J jnl
Light Forcing: Accelerating Autoregressive Video Diffusion via Sparse Attention.
CoRR
Chengtao Lv, Yumeng Shi, Yushi Huang, Ruihao Gong, Shen Ren, Wenya Wang
2026 J jnl
RSONet: Region-guided Selective Optimization Network for RGB-T Salient Object Detection.
CoRR
Bin Wan, Runmin Cong, Xiaofei Zhou, Hao Fang, Chengtao Lv, Sam Kwong
2025 J jnl
A survey of low-bit large language models: Basics, systems, and algorithms.
Neural Networks
Ruihao Gong, Yifu Ding, Zining Wang, Chengtao Lv, Xingyu Zheng, Jinyang Du, Yang Yong, Shiqiao Gu, Haotong Qin, Jinyang Guo, Dahua Lin, Michele Magno, Xianglong Liu
2025 J jnl
Causality-Inspired Debiasing Learning for Open World Object Detection.
IEEE Trans. Multim.
Xiaowei Zhao, Yuqing Ma, Chengtao Lv, Jiakai Wang, Xianglong Liu
2025 J jnl
LLMC+: Benchmarking Vision-Language Model Compression with a Plug-and-play Toolkit.
CoRR
Chengtao Lv, Bilang Zhang, Yang Yong, Ruihao Gong, Yushi Huang, Shiqiao Gu, Jiajun Wu, Yumeng Shi, Jinyang Guo, Wenya Wang
2025 J jnl
LinVideo: A Post-Training Framework towards O(n) Attention in Efficient Video Generation.
CoRR
Yushi Huang, Xingtong Ge, Ruihao Gong, Chengtao Lv, Jun Zhang
2025 J jnl
QVGen: Pushing the Limit of Quantized Video Generative Models.
CoRR
Yushi Huang, Ruihao Gong, Jing Liu, Yifu Ding, Chengtao Lv, Haotong Qin, Jun Zhang
2024 J jnl
A Survey of Low-bit Large Language Models: Basics, Systems, and Algorithms.
CoRR
Ruihao Gong, Yifu Ding, Zining Wang, Chengtao Lv, Xingyu Zheng, Jinyang Du, Haotong Qin, Jinyang Guo, Michele Magno, Xianglong Liu
2024 J jnl
A foreground-context dual-guided network for light-field salient object detection.
Signal Process. Image Commun.
Xin Zheng, Boyang Wang, Deyang Liu, Chengtao Lv, Jiebin Yan, Ping An
2024 J jnl
ADNet: Anti-noise dual-branch network for road defect detection.
Eng. Appl. Artif. Intell.
Bin Wan, Xiaofei Zhou, Yaoqi Sun, Tingyu Wang, Chengtao Lv, Shuai Wang, Haibing Yin, Chenggang Yan
2024 J jnl
An empirical study of LLaMA3 quantization: from LLMs to MLLMs.
Vis. Intell.
Wei Huang, Xingyu Zheng, Xudong Ma, Haotong Qin, Chengtao Lv, Hong Chen, Jie Luo, Xiaojuan Qi, Xianglong Liu, Michele Magno
2024 — conf
DB-LLM: Accurate Dual-Binarization for Efficient LLMs.
ACL (Findings)
Hong Chen, Chengtao Lv, Liang Ding, Haotong Qin, Xiabin Zhou, Yifu Ding, Xuebo Liu, Min Zhang, Jinyang Guo, Xianglong Liu, Dacheng Tao
2024 J jnl
DB-LLM: Accurate Dual-Binarization for Efficient LLMs.
CoRR
Hong Chen, Chengtao Lv, Liang Ding, Haotong Qin, Xiabin Zhou, Yifu Ding, Xuebo Liu, Min Zhang, Jinyang Guo, Xianglong Liu, Dacheng Tao
2024 J jnl
How Good Are Low-bit Quantized LLaMA3 Models? An Empirical Study.
CoRR
Wei Huang, Xudong Ma, Haotong Qin, Xingyu Zheng, Chengtao Lv, Hong Chen, Jie Luo, Xiaojuan Qi, Xianglong Liu, Michele Magno
2024 — conf
LLMC: Benchmarking Large Language Model Quantization with a Versatile Compression Toolkit.
EMNLP (Industry Track)
Ruihao Gong, Yang Yong, Shiqiao Gu, Yushi Huang, Chengtao Lv, Yunchen Zhang, Dacheng Tao, Xianglong Liu
2024 J jnl
Lightweight Cross-Modal Information Mutual Reinforcement Network for RGB-T Salient Object Detection.
Entropy
Chengtao Lv, Bin Wan, Xiaofei Zhou, Yaoqi Sun, Jiyong Zhang, Chenggang Yan
2024 J jnl
MFFNet: Multi-Modal Feature Fusion Network for V-D-T Salient Object Detection.
IEEE Trans. Multim.
Bin Wan, Xiaofei Zhou, Yaoqi Sun, Tingyu Wang, Chengtao Lv, Shuai Wang, Haibing Yin, Chenggang Yan
2024 A* conf
PTQ4SAM: Post-Training Quantization for Segment Anything.
CVPR
Chengtao Lv, Hong Chen, Jinyang Guo, Yifu Ding, Xianglong Liu
2024 J jnl
PTQ4SAM: Post-Training Quantization for Segment Anything.
CoRR
Chengtao Lv, Hong Chen, Jinyang Guo, Yifu Ding, Xianglong Liu
2024 A* conf
QVD: Post-training Quantization for Video Diffusion Models.
ACM Multimedia
Shilong Tian, Hong Chen, Chengtao Lv, Yu Liu, Jinyang Guo, Xianglong Liu, Shengxi Li, Hao Yang, Tao Xie
2024 J jnl
QVD: Post-training Quantization for Video Diffusion Models.
CoRR
Shilong Tian, Hong Chen, Chengtao Lv, Yu Liu, Jinyang Guo, Xianglong Liu, Shengxi Li, Hao Yang, Tao Xie
2024 J jnl
TMNet: Triple-modal interaction encoder and multi-scale fusion decoder network for V-D-T salient object detection.
Pattern Recognit.
Bin Wan, Chengtao Lv, Xiaofei Zhou, Yaoqi Sun, Zunjie Zhu, Hongkui Wang, Chenggang Yan
2024 J jnl
Transformer-Based Cross-Modal Integration Network for RGB-T Salient Object Detection.
IEEE Trans. Consumer Electron.
Chengtao Lv, Xiaofei Zhou, Bin Wan, Shuai Wang, Yaoqi Sun, Jiyong Zhang, Chenggang Yan
2023 — conf
CDMNet: Contrastive Distribution Mapped Network for Infrared Small Target Detection.
UAVM
Chengtao Lv, Jinyang Guo, Jiaqi Yu, Ruiyan Zhang, Xianglong Liu
2023 J jnl
SRI-Net: Similarity retrieval-based inference network for light field salient object detection.
J. Vis. Commun. Image Represent.
Chengtao Lv, Xiaofei Zhou, Bin Zhu, Deyang Liu, Bolun Zheng, Jiyong Zhang, Chenggang Yan