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Yi Rong
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2020 – today
- 2026
[j40]Tongqiang Fu, Qiao Hu
, Jiawei Zhao, Guangyu Jiang, Pengtao Wang, Liuhao Shan, Yuanji Yao, Yi Rong:
Optimal placement design of pressure and electric sensors for enhanced underwater source sensing. Adv. Eng. Informatics 72: 104435 (2026)
[j39]Yingchi Mao
, Hongliang Zhou
, Ling Chen
, Rongzhi Qi
, Zhende Sun
, Yi Rong
, Xiaoming He
, Mingkai Chen
, Shahid Mumtaz
, Valerio Frascolla
, Mohsen Guizani
, Joel J. P. C. Rodrigues:
A Survey on Spatio-Temporal Prediction: From Transformers to Foundation Models. ACM Comput. Surv. 58(4): 85:1-85:36 (2026)
[j38]Zhaoyang Sun
, Shengwu Xiong, Yaxiong Chen, Yi Rong:
Exploring a double task learning framework for makeup transfer. Eng. Appl. Artif. Intell. 163: 113142 (2026)
[j37]Chengxin Qin, Fu Sun, Yi Rong, Wanbin Wang, Xingzi Zhang, Yihui Chen, Yi Liu:
Developing a web-based participatory approach to model evaluation for environmental decision-making. Environ. Model. Softw. 196: 106790 (2026)
[j36]Xiongbo Lu
, Yaxiong Chen
, Yi Rong
, Shengwu Xiong
:
ArtGlyphDiffuser: Text-driven artistic glyph generation via Style-to-CLIP Projection and Multi-Level Controlled diffusion. Pattern Recognit. 171: 112172 (2026)
[j35]Zhaoyang Sun
, Shengwu Xiong
, Yi Rong
:
FPMT: Fast and precise high-resolution makeup transfer via Laplacian pyramid. Pattern Recognit. 176: 113221 (2026)
[j34]Yonghong Xiang
, Le Yin
, Yi Rong
, Wenjing Xie
:
A regularized regression approach to robust state estimation of nonlinear systems with state constraints. Signal Process. 244: 110515 (2026)
[c30]Ganxiang Yang
, Wei Qiang
, Yi Rong
, Xuheng Li
, Fanqi Yu
, Jason Nieh
, Ronghui Gu
:
Highly Automated Verification of Security Properties for Unmodified System Software. ASPLOS (2) 2026: 912-928- 2025
[j33]Jia-Qi Rong, Yi Rong, Hua Liu, Xi-Qiao Feng
, Zi-Long Zhao:
Structural topology optimization method with adaptive support design. Adv. Eng. Softw. 201: 103830 (2025)
[j32]Qixiang Zou, Shuaishuai Tai
, Qianguang Yuan, Yating Nie, Heping Gou, Longfei Wang, Chuanxiu Li, Yi Jing, Fangchun Dong, Zhen Yue, Yi Rong
, Xiaodong Fang, Shengwu Xiong:
Large-scale crop dataset and deep learning-based multi-modal fusion framework for more accurate G×E genomic prediction. Comput. Electron. Agric. 230: 109833 (2025)
[j31]Yichen Zhao, Yaxiong Chen, Yi Rong, Shengwu Xiong:
Progressive language-aware encoding and decoding for referring expression comprehension. Sci. China Inf. Sci. 68(10) (2025)
[j30]Haowen Xu
, Yingchi Mao
, Si Chen, Yi Rong
, Tasiu Muazu
, Xiaoming He
:
Adaptive layer-wise personalized federated learning via dual delay update in future communication networks. Comput. Commun. 239: 108195 (2025)
[j29]Shuwen Zhai, Shuaiqing Zhang, Yi Rong, Gan Rong:
Technology-driven support: exploring the impact of artificial intelligence on mental health in higher education. Educ. Inf. Technol. 30(10): 13931-13959 (2025)
[j28]Hongliang Zhou
, Yingchi Mao
, Xiang Li
, Yi Rong
, Ling Chen
, Changkui Yin
:
TKSTAGNet: A Top-K Spatio-Temporal Attention Gating Network for air pollution prediction. Expert Syst. Appl. 260: 125409 (2025)
[j27]Changkui Yin
, Yingchi Mao, Liren Deng, Meng Chen, Yi Rong, Xiaoming He, Xiaofeng Zhou:
STLLM-GAN: Spatio-temporal LLM Generative Adversarial Network for PM2.5 prediction. Expert Syst. Appl. 292: 128250 (2025)
[j26]Yi Rong, Yingchi Mao, Xiaoming He, Mingkai Chen:
Large-Scale Traffic Flow Forecast with Lightweight LLM in Edge Intelligence. IEEE Internet Things Mag. 8(1): 12-18 (2025)
[j25]Yi Rong
, Manping Xu, Roubing Li, Lin Xin, Wenting Bao
:
EduFuncSum: a function-wise progressive transformer for code summarization in undergraduate programming education. J. King Saud Univ. Comput. Inf. Sci. 37(4) (2025)
[j24]Yi Rong
, Tianfeng Du, Roubing Li, Wenting Bao
:
Integrating LLM-based code optimization with human-like exclusionary reasoning for computational education. J. King Saud Univ. Comput. Inf. Sci. 37(5) (2025)
[j23]Yi Rong, Yan Zhou:
Quantifying cross-language code reuse via function-level clone detection. J. King Saud Univ. Comput. Inf. Sci. 37(10) (2025)
[j22]Peng Zhao
, Boyang Wang, Yi Rong, Ye Yuan, Jian Liu, Hong Huo, Zhuyong Liu, Zhaoyu Li
, Tao Fang
:
The roles of feedback loops in the Caenorhabditis elegans rhythmic forward locomotion. PLoS Comput. Biol. 21(6): 1013171 (2025)
[j21]Guangyu Jiang
, Qiao Hu
, Tongqiang Fu, Yi Rong, Shuo Li, Pengtao Wang, Binya Han:
A Novel Perspective for Source Localization in Underwater Active Electrosense Robots Based on Sparse Signal Reconstruction. IEEE Robotics Autom. Lett. 10(6): 6055-6062 (2025)
[j20]Guangyu Jiang
, Qiao Hu
, Renhui Fan
, Tongqiang Fu
, Yi Rong
, Qian Yang
, Pengtao Wang
:
A Novel High-Precision Lightweight Mathematical Model of Underwater Active Electrosense and Its Application on Object Pose and Size Estimation. IEEE Trans. Instrum. Meas. 74: 1-15 (2025)
[j19]Yi Rong
, Yingchi Mao
, Yinqiu Liu
, Ling Chen, Xiaoming He
, Guojian Zou
, Shahid Mumtaz
, Dusit Niyato
:
ICST-DNET: An Interpretable Causal Spatio-Temporal Diffusion Network for Traffic Speed Prediction. IEEE Trans. Intell. Transp. Syst. 26(7): 9781-9798 (2025)
[j18]Yi Rong
, Yingchi Mao
, Huajun Cui, Xiaoming He, Mingkai Chen
:
Edge Computing Enabled Large-Scale Traffic Flow Prediction With GPT in Intelligent Autonomous Transport System for 6G Network. IEEE Trans. Intell. Transp. Syst. 26(10): 17321-17338 (2025)
[j17]Xiang Zeng, Shengwu Xiong
, Jinming Xu
, Guangxing Du
, Yi Rong
:
Uncertainty Co-Estimator for Improving Semi-Supervised Medical Image Segmentation. IEEE Trans. Medical Imaging 44(9): 3870-3881 (2025)
[j16]Xiongbo Lu, Feng Liu, Yi Rong, Yaxiong Chen, Shengwu Xiong:
MakeupDiffuse: a double image-controlled diffusion model for exquisite makeup transfer. Vis. Comput. 41(1): 173-189 (2025)
[c29]Chenghu Du
, Junyin Wang, Yi Rong, Feng Yu
, Shengwu Xiong:
GarFast: Realistic and Fast Garment Transfer with a Simplified Parser-Free Approach. AAAI 2025: 2771-2779
[c28]Zhaoyang Sun, Fei Du, Weihua Chen, Fan Wang, Yaxiong Chen, Yi Rong, Shengwu Xiong:
RealisID: Scale-Robust and Fine-Controllable Identity Customization via Local and Global Complementation. AAAI 2025: 7158-7166
[c27]Haowen Xu, Yingchi Mao, Haotian Zheng, Xiaoming He, Yi Rong, Mingkai Chen, Saba Al-Rubaye:
Energy-Efficient Personalized Federated Learning for Establishing Green Iot. ICC 2025: 5175-5180
[c26]Xuan Ling, Yingchi Mao, Yu Tang, Benteng Zhang, Yi Rong, Xiaoming He:
LLM-Driven Cloud-Edge Collaboration for Resilient Multi-UAV Task Planning. ICPADS 2025: 1-8
[c25]Chenghu Du, Junyin Wang, Kai Liu, Shengwu Xiong, Yi Rong:
Mask Does Not Matter: A Unified Latent Diffusion-Enhanced Framework for Mask-Free Virtual Try-On. IJCAI 2025: 936-944
[c24]Ruilin Yao
, Yi Rong
, Tianyu Zou
, Bo Zhang
, Jian Li
, Shengwu Xiong
, Shili Xiong
:
MAP: Parameter-Efficient Tuning for Referring Expression Comprehension via Multi-Modal Adaptive Positional Encoding. ACM Multimedia 2025: 2264-2273
[c23]Zhanpeng Liu, Yi Rong, Chenyang Li, Wende Tan, Yuan Li, Xinhui Han, Songtao Yang, Chao Zhang:
CCTAG: Configurable and Combinable Tagged Architecture. NDSS 2025
[c22]Danhuai Zhao, Chen Tian, Zhenyu Ju, Yi Rong, Xiaoming He, Wanting Yang:
A Blockchain-Enabled AIoT Framework for Secure Metaverse in Wireless Communication Networks. TrustCom 2025: 1291-1297
[i15]Tianyu Zou, Shengwu Xiong, Ruilin Yao, Jirui Huang, Yi Rong, Yaxiong Chen, Shili Xiong, Cong Wang:
Aligning MLLM Benchmark With Human Preferences via Structural Equation Modeling. CoRR abs/2506.21572 (2025)
[i14]Tianyu Zou, Shengwu Xiong, Ruilin Yao, Yi Rong:
Balancing Conservatism and Aggressiveness: Prototype-Affinity Hybrid Network for Few-Shot Segmentation. CoRR abs/2507.19140 (2025)
[i13]Wenhao Wang, Yi Rong, Yanyan Li, Long Jiao, Jiawei Yuan:
LLM-Driven Corrective Robot Operation Code Generation with Static Text-Based Simulation. CoRR abs/2512.02002 (2025)- 2024
[j15]Zhaoyang Sun
, Shengwu Xiong, Yaxiong Chen
, Yi Rong
:
A Fine Rendering High-Resolution Makeup Transfer network via inversion-editing strategy. Eng. Appl. Artif. Intell. 138: 109346 (2024)
[j14]Changkui Yin, Yingchi Mao, Meng Chen, Yi Rong, Yinqiu Liu, Xiaoming He:
Green Computation Offloading With DRL in Multi-Access Edge Computing. Trans. Emerg. Telecommun. Technol. 35(11) (2024)
[j13]Ruilin Yao
, Yi Rong
, Qiangqiang Huang, Shengwu Xiong
:
CTOD: Cross-Attentive Task-Alignment for One-Stage Object Detection. IEEE Trans. Circuits Syst. Video Technol. 34(11): 11507-11520 (2024)
[j12]Yichen Zhao
, Yaxiong Chen
, Yi Rong
, Shengwu Xiong
, Xiaoqiang Lu
:
Global-Group Attention Network With Focal Attention Loss for Aerial Scene Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024)
[c21]Chenghu Du
, Junyin Wang, Yi Rong, Shuqing Liu, Kai Liu, Shengwu Xiong:
CycleVTON: A Cycle Mapping Framework for Parser-Free Virtual Try-On. AAAI 2024: 1618-1625
[c20]Yi Rong, Haoran Zhou, Lixin Yuan, Cheng Mei, Jiahao Wang, Tong Lu:
CRA-PCN: Point Cloud Completion with Intra- and Inter-level Cross-Resolution Transformers. AAAI 2024: 4676-4685
[c19]Zhaoyang Sun, Shengwu Xiong, Yaxiong Chen, Yi Rong:
Content-Style Decoupling for Unsupervised Makeup Transfer without Generating Pseudo Ground Truth. CVPR 2024: 7601-7610
[c18]Yi Rong, Haoran Zhou, Kang Xia, Cheng Mei
, Jiahao Wang, Tong Lu:
RepKPU: Point Cloud Upsampling with Kernel Point Representation and Deformation. CVPR 2024: 21050-21060
[c17]Yingchi Mao, Yi Rong, Jiajun Wang, Zibo Wang, Xiaoming He, Jie Wu:
Edge-Cloud Enabled Smart Sensing Applications with Personalized Federated Learning in IoT. GLOBECOM 2024: 241-246
[c16]Ruilin Yao
, Shengwu Xiong
, Yi Rong
:
Context-Aware Gridding Non-local Block for Improving Object Detection in UAV Images. ICMLC 2024: 257-263
[c15]Zhenbang Wang
, Pengfei Duan
, Yi Rong
:
SRCPT: Spatial Reconstruction Contrastive Pretext Task for Improving Few-Shot Image Classification. ICMLC 2024: 424-432
[c14]Nianru Gong
, Pengfei Duan
, Yi Rong
:
Learning Task-Specific Embeddings for Few-Shot Classification via Local Weight Adaptation. ICMLC 2024: 485-491
[c13]Yongbing Li
, Pengfei Duan
, Yi Rong
, Yiwen Yang
, Aoxing Wang
:
Continual Few-Shot Relation Learning Via Dynamic Margin Loss and Space Recall. ICMLC 2024: 492-497
[c12]Ruilin Yao
, Shengwu Xiong
, Yichen Zhao
, Yi Rong
:
Visual Grounding with Multi-modal Conditional Adaptation. ACM Multimedia 2024: 3877-3886
[c11]Zhaoyang Sun, Shengwu Xiong, Yaxiong Chen, Fei Du, Weihua Chen, Fan Wang, Yi Rong:
SHMT: Self-supervised Hierarchical Makeup Transfer via Latent Diffusion Models. NeurIPS 2024
[c10]Jialai Wang, Chao Zhang, Longfei Chen, Yi Rong, Yuxiao Wu, Hao Wang, Wende Tan, Qi Li, Zongpeng Li:
Improving ML-based Binary Function Similarity Detection by Assessing and Deprioritizing Control Flow Graph Features. USENIX Security Symposium 2024
[i12]Yi Rong, Haoran Zhou, Lixin Yuan, Cheng Mei, Jiahao Wang, Tong Lu:
CRA-PCN: Point Cloud Completion with Intra- and Inter-level Cross-Resolution Transformers. CoRR abs/2401.01552 (2024)
[i11]Yi Rong, Yingchi Mao, Yinqiu Liu, Ling Chen, Xiaoming He, Dusit Niyato:
ICST-DNET: An Interpretable Causal Spatio-Temporal Diffusion Network for Traffic Speed Prediction. CoRR abs/2404.13853 (2024)
[i10]Zhaoyang Sun, Shengwu Xiong, Yaxiong Chen, Yi Rong:
Content-Style Decoupling for Unsupervised Makeup Transfer without Generating Pseudo Ground Truth. CoRR abs/2405.17240 (2024)
[i9]Ruilin Yao, Shengwu Xiong, Yichen Zhao, Yi Rong:
Visual Grounding with Multi-modal Conditional Adaptation. CoRR abs/2409.04999 (2024)
[i8]Zhaoyang Sun, Shengwu Xiong, Yaxiong Chen, Fei Du, Weihua Chen, Fan Wang, Yi Rong:
SHMT: Self-supervised Hierarchical Makeup Transfer via Latent Diffusion Models. CoRR abs/2412.11058 (2024)
[i7]Zhaoyang Sun, Fei Du, Weihua Chen, Fan Wang, Yaxiong Chen, Yi Rong, Shengwu Xiong:
RealisID: Scale-Robust and Fine-Controllable Identity Customization via Local and Global Complementation. CoRR abs/2412.16832 (2024)- 2023
[j11]Yin Ye
, Qiangqiang Huang, Yi Rong, Xiaohan Yu
, Weiji Liang, Yaxiong Chen, Shengwu Xiong
:
Field detection of small pests through stochastic gradient descent with genetic algorithm. Comput. Electron. Agric. 206: 107694 (2023)
[j10]Yuanqing Mei, Yi Rong, Shiran Liu, Zhaoqiang Guo, Yibiao Yang, Hongmin Lu, Yutian Tang
, Yuming Zhou:
Deriving Thresholds of Object-Oriented Metrics to Predict Defect-Proneness of Classes: A Large-Scale Meta-Analysis. Int. J. Softw. Eng. Knowl. Eng. 33(5): 651-695 (2023)
[j9]Xiongbo Lu
, Yi Rong
, Yaxiong Chen, Shengwu Xiong
:
Information bottleneck disentanglement based sparse representation for fair classification. Pattern Recognit. Lett. 174: 85-91 (2023)
[j8]Bo Zhang
, Yaxiong Chen
, Yi Rong, Shengwu Xiong
, Xiaoqiang Lu
:
MATNet: A Combining Multi-Attention and Transformer Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023)
[c9]Yi Rong, Xiongbo Lu, Zhaoyang Sun, Yaxiong Chen, Shengwu Xiong:
ESPT: A Self-Supervised Episodic Spatial Pretext Task for Improving Few-Shot Learning. AAAI 2023: 9596-9605
[c8]Jialai Wang, Wenjie Qu, Yi Rong, Han Qiu, Qi Li, Zongpeng Li, Chao Zhang:
MPass: Bypassing Learning-based Static Malware Detectors. DAC 2023: 1-6
[i6]Yi Rong, Xiongbo Lu, Zhaoyang Sun, Yaxiong Chen, Shengwu Xiong:
ESPT: A Self-Supervised Episodic Spatial Pretext Task for Improving Few-Shot Learning. CoRR abs/2304.13287 (2023)- 2022
[j7]Reza Rawassizadeh
, Yi Rong
:
ODSearch: Fast and Resource Efficient On-device Natural Language Search for Fitness Trackers' Data. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6(4): 178:1-178:25 (2022)
[c7]Jialai Wang, Han Qiu, Yi Rong, Hengkai Ye, Qi Li
, Zongpeng Li, Chao Zhang:
BET: black-box efficient testing for convolutional neural networks. ISSTA 2022: 164-175
[i5]Yi Rong, Reza Rawassizadeh:
ODSearch: A Fast and Resource Efficient On-device Information Retrieval for Mobile and Wearable Devices. CoRR abs/2201.13202 (2022)- 2021
[c6]Shiqing Fan, Yi Rong, Chen Meng, Zongyan Cao, Siyu Wang, Zhen Zheng, Chuan Wu
, Guoping Long, Jun Yang, Lixue Xia, Lansong Diao, Xiaoyong Liu, Wei Lin:
DAPPLE: a pipelined data parallel approach for training large models. PPoPP 2021: 431-445- 2020
[j6]Wen Chen, Yimin Li, Nimu Yuan, Jinyi Qi
, Brandon A. Dyer, Levent Sensoy, Stanley H. Benedict, Lu Shang, Shyam Rao, Yi Rong:
Clinical Enhancement in AI-Based Post-processed Fast-Scan Low-Dose CBCT for Head and Neck Adaptive Radiotherapy. Frontiers Artif. Intell. 3: 614384 (2020)
[j5]Yi Rong, Shengwu Xiong
, Yongsheng Gao
:
Double Graph Regularized Double Dictionary Learning for Image Classification. IEEE Trans. Image Process. 29: 7707-7721 (2020)
[i4]Shiqing Fan, Yi Rong
, Chen Meng, Zongyan Cao, Siyu Wang, Zhen Zheng, Chuan Wu, Guoping Long, Jun Yang, Lixue Xia, Lansong Diao, Xiaoyong Liu, Wei Lin:
DAPPLE: A Pipelined Data Parallel Approach for Training Large Models. CoRR abs/2007.01045 (2020)
[i3]Siyu Wang, Yi Rong
, Shiqing Fan, Zhen Zheng, Lansong Diao, Guoping Long, Jun Yang, Xiaoyong Liu, Wei Lin:
Auto-MAP: A DQN Framework for Exploring Distributed Execution Plans for DNN Workloads. CoRR abs/2007.04069 (2020)
2010 – 2019
- 2019
[j4]Yangjing Gan, Yi Rong, Fei Huang, Lun Hu, Xiaohan Yu, Pengfei Duan, Shengwu Xiong
, Haiping Liu, Jing Peng, Xiaohui Yuan:
Automatic hierarchy classification in venation networks using directional morphological filtering for hierarchical structure traits extraction. Comput. Biol. Chem. 80: 187-194 (2019)
[j3]Wei Zhu, Mingjiang Shang, Yi Rong, Jie Feng:
基于HEVC压缩域的镜头边界检测方法 (Shot Boundary Detection Method Based on HEVC Compressed Domain). 计算机科学 46(2): 271-278 (2019)
[i2]Meng Huang, Yi Rong, Yang Wang, Zhiqiang Xu:
Almost Everywhere Generalized Phase Retrieval. CoRR abs/1909.08874 (2019)- 2018
[c5]Jishan Guo, Yi Rong, Yongsheng Gao
, Ying Liu, Shengwu Xiong
:
A Novel Multi-scale Invariant Descriptor Based on Contour and Texture for Shape Recognition. ACCV (4) 2018: 551-564
[c4]Ying Liu, Yi Rong, Yongsheng Gao
, Jishan Guo, Shengwu Xiong
:
Multi-Scale Piecewise Line Integral Strategy for Structure Integral Transform. ICIP 2018: 1373-1377- 2017
[j2]Yi Rong, Shengwu Xiong
, Yongsheng Gao
:
Low-rank double dictionary learning from corrupted data for robust image classification. Pattern Recognit. 72: 419-432 (2017)
[c3]Yi Rong, Shengwu Xiong
, Yongsheng Gao
:
Robust Image Classification via Low-Rank Double Dictionary Learning. MMM (1) 2017: 316-328
[i1]Yi Rong, Yang Wang, Zhiqiang Xu:
Almost Everywhere Matrix Recovery. CoRR abs/1707.09112 (2017)- 2016
[c2]Yi Rong, Shengwu Xiong
, Yongsheng Gao
:
Discriminative dictionary pair learning from partially labeled data. ICIP 2016: 719-723
2000 – 2009
- 2006
[j1]Jin Lei Cui, Hui Qiang Zhang, Bing Wang, Yi Rong, Xi Lin Wang:
Flow visualization and laser measurement on particle modulation to gas-phase turbulence. J. Vis. 9(3): 339-345 (2006)
1990 – 1999
- 1991
[c1]Christos Faloutsos, Yi Rong:
DOT: A Spatial Access Method Using Fractals. ICDE 1991: 152-159
Coauthor Index

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