Papers

2024

	AG-NeRF: Attention-guided Neural Radiance Fields for Multi-height Large-scale Outdoor Scene Rendering Jingfeng Guo, Xiaohan Zhang, Baozhu Zhao, Qi Liu* PRCV, 2024 Pdf ArXiv BibTex Code
	Joint-Scnn: Joint Spiking Convolution Network for Direction of Arrival Estimation Zhixuan Zhang, Qi Liu*, Zhenao Wei IEEE Transactions on Vehicular Technology, 73(11), 2024 Pdf BibTex Code
	Multi-rater Prism: Learning Self-calibrated Medical Image Segmentation from Multiple Raters Junde Wu, Huihui Fang, Jiayuan Zhu, Yu Zhang, Xiang Li, Yuanpei Liu, Huiying Liu, Yueming Jin, Weimin Huang, Qi Liu, Cen Chen, Yanfei Liu, Lixin Duan, Yanwu Xu, Li Xiao, Weihua Yang, Yue Liu Science Bulletin, 69(18), 2024 Pdf BibTex Code
	InstructRL4Pix: Training Diffusion for Image Editing by Reinforcement Learning Tiancheng Li, Jinxiu Liu, Huajun Chen, Qi Liu* CVPR Workshops, 2024 Pdf ArXiv BibTex
	OpenStory: A Large-Scale Open-Domain Dataset for Subject-Driven Visual Storytelling Zilyu Ye, Jinxiu Liu, Jinjin Cao, Zhiyang Chen, Ziwei Xuan, Mingyuan Zhou, Qi Liu, Guo-Jun Qi CVPR Workshops, 2024 Pdf BibTex
	R3CD: Scene Graph to Image Generation with Relation-aware Compositional Contrastive Control Diffusion Jinxiu Liu, Qi Liu* AAAI, 2024 Pdf BibTex Code
	TED-Net: Dispersal Attention for Perceiving Interaction Region in Indirectly-Contact HOI Detection Yuxiao Wang, Qi Liu*, Yu Lei IEEE Transactions on Circuits and Systems for Video Technology, 34(7), 2024 Pdf BibTex Code Data

2023

	SoulChat: Improving LLMs' Empathy, Listening, and Comfort Abilities through Fine-tuning with Multi-turn Empathy Conversations Yirong Chen, Xiaofen Xing, Jingkai Lin, Huimin Zheng, Zhenyu Wang, Qi Liu, Xiangmin Xu ACL Findings, 2023 Pdf ArXiv BibTex Code
	Low-Rank and Row-Sparse Decomposition for Joint DOA Estimation and Distorted Sensor Detection Huiping Huang, Qi Liu*, Hing Cheung So, Abdelhak Zoubir IEEE Transactions on Aerospace and Electronic Systems, 59(4), 2023 Pdf BibTex
	Fast Robust Matrix Completion via Entry-Wise l0-norm Minimization Xiaopeng Li, Zhang-Lei Shi, Qi Liu, Hing Cheung So IEEE Transactions on Cybernetics, 53(11), 2023 Pdf BibTex Code
	Moving Target Detection in Range-ambiguous Clutter Scenario with PA-FDA Dual-mode Radar Zhixin Liu, Shengqi Zhu, Jingwei Xu, Xiongpeng He, Qi Liu Digital Signal Processing, 135, 2023 Pdf BibTex
	High-Resolution and Wide-Swath SAR Imaging with Sub-Band Frequency Diverse Array Mengdi Zhang, Guisheng Liao, Jingwei Xu, Xiongpeng He, Qi Liu*, Lan Lan, Shiyin Li IEEE Transactions on Aerospace and Electronic Systems, 59(1), 2023 Pdf BibTex

2022

	Sum Rate and Access Delay Optimization of Short-Packet Aloha Xinghua Sun, Wen Zhan, Weihua Liu, Yitong Li, Qi Liu IEEE Open Journal of the Communications Society, 3, 2022 Pdf BibTex
	Deep Residual Spiking Neural Network for Keyword Spotting in Low-Resource Settings Qu Yang, Qi Liu, Haizhou Li INTERSPEECH, 2022 Pdf BibTex
	Knowledge Distillation for In-Memory Keyword Spotting Model Zeyang Song, Qi Liu, Qu Yang, Haizhou Li INTERSPEECH, 2022 Pdf BibTex
	A Neural-Inspired Architecture for EEG-Based Auditory Attention Detection Siqi Cai, Peiwen Li, Enze Su, Qi Liu, Longhan Xie IEEE Transactions on Human-Machine Systems, 52(4), 2022 Pdf BibTex
	A Hybrid Learning Framework for Deep Spiking Neural Networks with One-Spike Temporal Coding Jiadong Wang, Jibin Wu, Malu Zhang, Qi Liu, Haizhou Li IEEE ICASSP, 2022 Pdf BibTex
	Ultra-low Power Always-on Intelligent and Connected SNN-based System for Multimedia IoT-enabled Applications Qi Liu, Zhixuan Zhang IEEE Internet of Things Journal, 9(17), 2022 Pdf BibTex
	Multi-Stage Deep Transfer Learning for EmIoT-enabled Human-Computer Interaction Rui Liu, Qi Liu*, Hongxu Zhu, Hui Cao IEEE Internet of Things Journal, 9(16), 2022 Pdf BibTex
	Efficient Low-Rank Matrix Factorization based on l1,ε-norm for Online Background Subtraction Qi Liu, Xiaopeng Li IEEE Transactions on Circuits and Systems for Video Technology, 32(7), 2022 Pdf BibTex Code
	From Simulated to Visual Data: A Robust Low-Rank Tensor Completion Approach using lp-Regression for Outlier Resistance Qi Liu, Xiaopeng Li, Hui Cao, Yuntao Wu IEEE Transactions on Circuits and Systems for Video Technology, 32(6), 2022 Pdf BibTex Code
	Optimum Codesign for Image Denoising Between Type-2 Fuzzy Identifier and Matrix Completion Denoiser Qi Liu, Xiaopeng Li, Jicheng Yang IEEE Transactions on Fuzzy Systems, 30(1), 2022 Pdf BibTex Code

2021

	HuRAI: A Brain-Inspired Computational Model for Human-Robot Auditory Interface Jibin Wu, Qi Liu, Malu Zhang, Zihan Pan, Haizhou Li, Kay Chen Tan Neurocomputing, 465, 2021 Pdf BibTex
	Two-Dimensional Localization: Low-Rank Matrix Completion With Random Sampling in Massive MIMO System Qi Liu, Xiaopeng Li, Hui Cao IEEE Systems Journal, 15(3), 2021 Pdf BibTex
	Three-Dimensional Speaker Localization: Audio-Refined Visual Scaling Factor Estimation Xinyuan Qian, Qi Liu*, Jiadong Wang, Haizhou Li IEEE Signal Processing Letters, 28, 2021 Pdf BibTex Data
	Spike-Event-Driven Deep Spiking Neural Network With Temporal Encoding Zhixuan Zhang, Qi Liu* IEEE Signal Processing Letters, 28, 2021 Pdf BibTex Code
	Parameter Tuning-Free Missing-Feature Reconstruction for Robust Sound Recognition Qi Liu, Jibin Wu IEEE Journal of Selected Topics in Signal Processing, 15(1), 2021 Pdf BibTex Code

2020

	Transform Domain: Design of Closed-Form Joint 2-D DOA Estimation Based on QR Decomposition Hui Cao, Qi Liu*, Yuntao Wu Circuits, Systems, and Signal Processing, 39(10), 2020 Pdf BibTex
	Target Localization With Jammer Removal Using Frequency Diverse Array Qi Liu, Jingwei Xu, Zhi Ding, Hing Cheung So IEEE Transactions on Vehicular Technology, 69(10), 2020 Pdf BibTex
	DOA Estimation by Two-Dimensional Interpolation in the Presence of Mutual Coupling Qi Liu, Hui Cao, Yuntao Wu, Changhai Huang IEEE SAM, 2020 Pdf BibTex
	Gridless One-Bit Direction-of-Arrival Estimation Via Atomic Norm Denoising Zhenyu Wei, Wei Wang, Fuwang Dong, Qi Liu IEEE Communications Letters, 24(10), 2020 Pdf BibTex Code
	Rank-One Matrix Approximation With lp-Norm for Image Inpainting Xiao Peng Li, Qi Liu*, Hing Cheung So IEEE Signal Processing Letters, 27, 2020 Pdf BibTex Code
	Fast Rank-Revealing QR Factorization for Two-Dimensional Frequency Estimation Hui Cao, Qi Liu* IEEE Communications Letters, 24(6), 2020 Pdf BibTex Code

2019

	Accurate DOA Estimation Based on Real-Valued Singular Value Decomposition Hui Cao, Qi Liu IEEE ICSIDP, 2019 Pdf ArXiv BibTex Code
	An Efficient Super-Resolution DOA Estimator Based on Grid Learning Zhenyu Wei, Xin Li, Ben Wang, Wei Wang, Qi Liu Radioengineering, 28(4), 2019 Pdf BibTex
	Multidimensional Single-Tone Frequency Estimation Based on QR Decomposition Hui Cao, Longting Huang, Yuntao Wu, Qi Liu IEEE Access, 7, 2019 Pdf BibTex Code
	Smoothed Sparse Recovery via Locally Competitive Algorithm and Forward Euler Discretization Method Qi Liu, Yuantao Gu, Hing Cheung So Signal Processing, 157, 2019 Pdf BibTex
	DOA Estimation in Impulsive Noise via Low-Rank Matrix Approximation and Weakly Convex Optimization Qi Liu, Yuantao Gu, Hing Cheung So IEEE Transactions on Aerospace and Electronic Systems, 55(6), 2019 Pdf BibTex

2018

	Robust Sparse Recovery via Weakly Convex Optimization in Impulsive Noise Qi Liu, Chengzhu Yang, Yuantao Gu, Hing Cheung So Signal Processing, 152, 2018 Pdf BibTex
	Direction of Arrival Estimation via Reweighted l1 Norm Penalty Algorithm for Monostatic MIMO Radar Qi Liu, Xianpeng Wang Multidimensional Systems and Signal Processing, 29(2), 2018 Pdf BibTex

2017

Off-grid DOA Estimation with Nonconvex Regularization via Joint Sparse Representation

Qi Liu, Hing Cheung So, Yuantao Gu

Signal Processing, 140, 2017

Pdf BibTex

2016

Sparsity-Aware DOA Estimation Scheme for Noncircular Source in MIMO Radar

Xianpeng Wang, Wei Wang, Xin Li, Qi Liu, Jing Liu

Sensors, 16(4), 2016

Pdf BibTex

2015

	基于方向位门限的FMCW MIMO雷达波束形成成像算法王伟，梁栋，刘琦，杜东贞，段海涛系统工程与电子技术 2015 Pdf
	Real-Valued Reweighted l1 Norm Minimization Method Based on Data Reconstruction in MIMO Radar Qi Liu, Wei Wang, Dong Liang, Xianpeng Wang IEICE Transactions on Communications, E98-B(11), 2015 Pdf BibTex
	Design and Implementation of a FPGA and DSP Based MIMO Radar Imaging System Wei Wang, Dong Liang, Jing Liu, Qi Liu, Ben Wang Radioengineering, 24(2), 2015 Pdf BibTex
	Tensor-based Real-valued Subspace Approach for Angle Estimation in Bistatic MIMO Radar with Unknown Mutual Coupling Xianpeng Wang, Wei Wang, Jing Liu, Qi Liu, Ben Wang Signal Processing, 116, 2015 Pdf BibTex

2014

Compressed Sensing-Based Angle Estimation for Noncircular Sources in MIMO Radar

Guang Chen, Qi Liu

IEEE IMCCC, 2014

Pdf BibTex