Lili Guo

80 papers A* 7A 3C 2Misc 5Journal 53Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
A comprehensive survey of image clustering based on deep learning.
Pattern Recognit.
Haiwei Hou, Shifei Ding, Chuangui Cao, Xiao Xu, Lili Guo, Xuan Li
2026 A* conf
Contextual Structure-Enhanced Selective Graph Convolutional Network.
WWW
Shifei Ding, Fangchen Li, Lili Guo, Jian Zhang
2026 J jnl
EmoKEG: Knowledge-enhanced heterogeneous graph for emotion recognition in conversation.
Pattern Recognit.
Lili Guo, Yanan Cui, Yikang Song, Haiwei Hou, Shifei Ding
2026 A* conf
Multi-view Hierarchical Graph Contrastive Learning based on Asynchronous Asymmetric Structure.
WWW
Chuangui Cao, Shifei Ding, Jian Zhang, Lili Guo, Xuan Li
2026 J jnl
Semantic Image Clustering With Deep Learning.
IEEE Trans. Cogn. Dev. Syst.
Haiwei Hou, Shifei Ding, Xiao Xu, Lili Guo, Ling Ding, Xindong Wu
2025 A* conf
A Medical Image Classification Network Based on Multi-View Consistent Momentum Contrastive Learning.
IJCAI
Chuangui Cao, Shifei Ding, Lili Guo
2025 J jnl
A novel robust semi-supervised stochastic configuration network for regression tasks with noise.
Inf. Sci.
Shifei Ding, Zi Zhang, Li Xu, Chenglong Zhang, Lili Guo, Xuan Li
2025 J jnl
APIN: Amplitude- and phase-aware interaction network for speech emotion recognition.
Speech Commun.
Lili Guo, Jie Li, Shifei Ding, Jianwu Dang
2025 J jnl
DSTCNet: Deep Spectro-Temporal-Channel Attention Network for Speech Emotion Recognition.
IEEE Trans. Neural Networks Learn. Syst.
Lili Guo, Shifei Ding, Longbiao Wang, Jianwu Dang
2025 J jnl
Enhancing histopathological image classification through multi-view momentum encoding learning.
Appl. Intell.
Chuangui Cao, Shifei Ding, Lili Guo, Xiaohao Xie
2025 J jnl
Fast Density Peaks Clustering Algorithm Based on Approximate k-Nearest Neighbors.
IEEE Trans. Knowl. Data Eng.
Shifei Ding, Chao Li, Xiao Xu, Lili Guo, Ling Ding, Xindong Wu
2025 A* conf
Global Information Compensation Network for Image Denoising.
IJCAI
Shifei Ding, Qidong Wang, Lili Guo
2025 J jnl
Horizontal Federated Density Peaks Clustering.
IEEE Trans. Neural Networks Learn. Syst.
Shifei Ding, Chao Li, Xiao Xu, Lili Guo, Ling Ding, Xindong Wu
2025 J jnl
Multi-Agent policy gradients with dynamic weighted value decomposition.
Pattern Recognit.
Shifei Ding, Xiaomin Dong, Jian Zhang, Lili Guo, Wei Du, Chenglong Zhang
2025 J jnl
Multi-channel set polynomial based label regularized graph neural networks against extreme data scarcity.
Pattern Recognit.
Jingxiao Zhang, Shifei Ding, Jian Zhang, Lili Guo, Ling Ding
2025 A* conf
Multi-modal Anchor Gated Transformer with Knowledge Distillation for Emotion Recognition in Conversation.
IJCAI
Jie Li, Shifei Ding, Lili Guo, Xuan Li
2025 J jnl
Multi-modal Anchor Gated Transformer with Knowledge Distillation for Emotion Recognition in Conversation.
CoRR
Jie Li, Shifei Ding, Lili Guo, Xuan Li
2025 J jnl
Multiagent Reinforcement Learning With Graphical Mutual Information Maximization.
IEEE Trans. Neural Networks Learn. Syst.
Shifei Ding, Wei Du, Ling Ding, Jian Zhang, Lili Guo, Bo An
2025 J jnl
Parameter-Adaptive Border Peeling Clustering Algorithm.
IEEE Trans. Knowl. Data Eng.
Hui Tu, Shifei Ding, Xiao Xu, Lili Guo, Ling Ding, Xindong Wu
2025 J jnl
Robust Density Peaks Clustering for Manifold Data With Multiple Peaks.
IEEE Trans. Pattern Anal. Mach. Intell.
Ling Ding, Chao Li, Shifei Ding, Xiao Xu, Lili Guo, Xindong Wu
2025 J jnl
Semi-supervised classification model with stochastic configuration networks.
Knowl. Inf. Syst.
Shifei Ding, Zi Zhang, Chenglong Zhang, Li Xu, Lili Guo, Xuan Li
2025 J jnl
Triple-view graph clustering network based on high-confidence contrastive learning strategy.
Knowl. Based Syst.
Shifei Ding, Zhe Li, Xiao Xu, Lili Guo, Ling Ding
2025 J jnl
Vertical Federated Density Peaks Clustering Under Nonlinear Mapping.
IEEE Trans. Knowl. Data Eng.
Chao Li, Shifei Ding, Xiao Xu, Lili Guo, Ling Ding, Xindong Wu
2024 J jnl
A Novel Transfer Learning Approach for State-of-Health Prediction of Lithium-Ion Batteries in the Absence of Run-to-Failure Data.
IEEE Trans. Instrum. Meas.
Lei Song, Xuanang Gui, Junrong Du, Zimeng Fan, Mingwei Li, Lili Guo
2024 C conf
A fine-tuning framework for cross-domain RUL prediction based on relevant health indicators.
CSCWD
Junrong Du, Zimeng Fan, Lei Song, Xuanang Gui, Lili Guo, XuZhi Li
2024 J jnl
A novel image denoising algorithm combining attention mechanism and residual UNet network.
Knowl. Inf. Syst.
Shifei Ding, Qidong Wang, Lili Guo, Jian Zhang, Ling Ding
2024 J jnl
Better value estimation in Q-learning-based multi-agent reinforcement learning.
Soft Comput.
Ling Ding, Wei Du, Jian Zhang, Lili Guo, Chenglong Zhang, Di Jin, Shifei Ding
2024 — conf
Deep Friendly Embedding Space for Clustering.
IIP (1)
Haiwei Hou, Shifei Ding, Xiao Xu, Lili Guo
2024 A* conf
Expressive Multi-Agent Communication via Identity-Aware Learning.
AAAI
Wei Du, Shifei Ding, Lili Guo, Jian Zhang, Ling Ding
2024 — conf
Feature Analysis for Incomplete Time Series Classification.
FAIML
Lili Guo, Jianmin Wang, Yu He, Lei Song, Xin Qin, Xu Cheng
2024 J jnl
Graph-Based Semi-Supervised Deep Image Clustering With Adaptive Adjacency Matrix.
IEEE Trans. Neural Networks Learn. Syst.
Shifei Ding, Haiwei Hou, Xiao Xu, Jian Zhang, Lili Guo, Ling Ding
2024 J jnl
Intuitionistic Fuzzy Stochastic Configuration Networks for Solving Binary Classification Problems.
IEEE Trans. Fuzzy Syst.
Lili Guo, Jianglan Zhu, Chenglong Zhang, Shifei Ding
2024 A* conf
Learning Efficient and Robust Multi-Agent Communication via Graph Information Bottleneck.
AAAI
Shifei Ding, Wei Du, Ling Ding, Lili Guo, Jian Zhang
2024 — conf
PatchTCN: Patch-Based Transformer Convolutional Network for Times Series Analysis.
ISCAI
Jian Zhang, Lili Guo, Lei Song, Song Gao, Chuanzhu Hao, XuZhi Li
2024 J jnl
Remaining useful life prediction under variable operating conditions via multisource adversarial domain adaptation networks.
Appl. Soft Comput.
Junrong Du, Lei Song, Xuanang Gui, Jian Zhang, Lili Guo, XuZhi Li
2024 C conf
Robust Classification of Incomplete Time Series with Noisy Labels.
CSCWD
Xin Qin, Pengshuai Yao, Mengna Liu, Xu Cheng, Fan Shi, Lili Guo
2024 J jnl
Robust Multi-Agent Communication With Graph Information Bottleneck Optimization.
IEEE Trans. Pattern Anal. Mach. Intell.
Shifei Ding, Wei Du, Ling Ding, Jian Zhang, Lili Guo, Bo An
2024 J jnl
Speaker-aware cognitive network with cross-modal attention for multimodal emotion recognition in conversation.
Knowl. Based Syst.
Lili Guo, Yikang Song, Shifei Ding
2024 J jnl
Synergistic Deep Graph Clustering Network.
CoRR
Benyu Wu, Shifei Ding, Xiao Xu, Lili Guo, Ling Ding, Xindong Wu
2024 J jnl
Towards Faster Deep Graph Clustering via Efficient Graph Auto-Encoder.
ACM Trans. Knowl. Discov. Data
Shifei Ding, Benyu Wu, Ling Ding, Xiao Xu, Lili Guo, Hongmei Liao, Xindong Wu
2024 J jnl
Wavelet and Adaptive Coordinate Attention Guided Fine-Grained Residual Network for Image Denoising.
IEEE Trans. Circuits Syst. Video Technol.
Shifei Ding, Qidong Wang, Lili Guo, Xuan Li, Ling Ding, Xindong Wu
2023 J jnl
A Sampling-Based Density Peaks Clustering Algorithm for Large-Scale Data.
Pattern Recognit.
Shifei Ding, Chao Li, Xiao Xu, Ling Ding, Jian Zhang, Lili Guo, Tianhao Shi
2023 J jnl
A novel capsule network based on deep routing and residual learning.
Soft Comput.
Jian Zhang, Qinghai Xu, Lili Guo, Ling Ding, Shifei Ding
2023 J jnl
FEMRNet: Feature-enhanced multi-scale residual network for image denoising.
Appl. Intell.
Xiao Xu, Qidong Wang, Lili Guo, Jian Zhang, Shifei Ding
2023 J jnl
Graph clustering network with structure embedding enhanced.
Pattern Recognit.
Shifei Ding, Benyu Wu, Xiao Xu, Lili Guo, Ling Ding
2023 J jnl
Incremental Multilayer Broad Learning System With Stochastic Configuration Algorithm for Regression.
IEEE Trans. Cogn. Dev. Syst.
Shifei Ding, Chenglong Zhang, Jian Zhang, Lili Guo, Ling Ding
2023 J jnl
Maximum density minimum redundancy based hypergraph regularized support vector regression.
Int. J. Mach. Learn. Cybern.
Shifei Ding, Yuting Sun, Jian Zhang, Lili Guo, Xiao Xu, Zichen Zhang
2023 J jnl
Multi-agent dueling Q-learning with mean field and value decomposition.
Pattern Recognit.
Shifei Ding, Wei Du, Ling Ding, Lili Guo, Jian Zhang, Bo An
2023 Misc conf
SFEMGN: Image Denoising with Shallow Feature Enhancement Network and Multi-Scale ConvGRU.
ICASSP
Qidong Wang, Lili Guo, Shifei Ding, Jian Zhang, Xiao Xu
2023 J jnl
Widely-activated network merging perceptual loss via discrete wavelet transform for image super-resolution.
Int. J. Mach. Learn. Cybern.
Lili Guo, Yanru Wang, Fanchao Wang, Ling Ding, Shifei Ding
2022 J jnl
A Gaussian RBM with binary auxiliary units.
Int. J. Mach. Learn. Cybern.
Jian Zhang, Shifei Ding, Tongfeng Sun, Lili Guo
2022 J jnl
An optimized twin support vector regression algorithm enhanced by ensemble empirical mode decomposition and gated recurrent unit.
Inf. Sci.
Shifei Ding, Zichen Zhang, Lili Guo, Yuting Sun
2022 J jnl
Broad learning system based ensemble deep model.
Soft Comput.
Chenglong Zhang, Shifei Ding, Lili Guo, Jian Zhang
2022 J jnl
Consistent Anomaly Detection and Localization of Multivariate Time Series via Cross-Correlation Graph-Based Encoder-Decoder GAN.
IEEE Trans. Instrum. Meas.
Haoran Liang, Lei Song, Junrong Du, XuZhi Li, Lili Guo
2022 J jnl
Context- and Knowledge-Aware Graph Convolutional Network for Multimodal Emotion Recognition.
IEEE Multim.
Yahui Fu, Shogo Okada, Longbiao Wang, Lili Guo, Yaodong Song, Jiaxing Liu, Jianwu Dang
2022 J jnl
Emotion Recognition With Multimodal Transformer Fusion Framework Based on Acoustic and Lexical Information.
IEEE Multim.
Lili Guo, Longbiao Wang, Jianwu Dang, Yahui Fu, Jiaxing Liu, Shifei Ding
2022 J jnl
Hypergraph regularized semi-supervised support vector machine.
Inf. Sci.
Yuting Sun, Shifei Ding, Lili Guo, Zichen Zhang
2022 J jnl
Learning affective representations based on magnitude and dynamic relative phase information for speech emotion recognition.
Speech Commun.
Lili Guo, Longbiao Wang, Jianwu Dang, Eng Siong Chng, Seiichi Nakagawa
2022 J jnl
Low-degree term first in ResNet, its variants and the whole neural network family.
Neural Networks
Tongfeng Sun, Shifei Ding, Lili Guo
2022 J jnl
Mechanism Analysis and Self-Adaptive RBFNN Based Hybrid Soft Sensor Model in Energy Production Process: A Case Study.
Sensors
Junrong Du, Jian Zhang, Laishun Yang, XuZhi Li, Lili Guo, Lei Song
2022 J jnl
Value function factorization with dynamic weighting for deep multi-agent reinforcement learning.
Inf. Sci.
Wei Du, Shifei Ding, Lili Guo, Jian Zhang, Chenglong Zhang, Ling Ding
2021 — conf
A Sentiment Similarity-Oriented Attention Model with Multi-task Learning for Text-Based Emotion Recognition.
MMM (1)
Yahui Fu, Lili Guo, Longbiao Wang, Zhilei Liu, Jiaxing Liu, Jianwu Dang
2021 A conf
CONSK-GCN: Conversational Semantic- and Knowledge-Oriented Graph Convolutional Network for Multimodal Emotion Recognition.
ICME
Yahui Fu, Shogo Okada, Longbiao Wang, Lili Guo, Yaodong Song, Jiaxing Liu, Jianwu Dang
2021 Misc conf
Multimodal Emotion Recognition with Capsule Graph Convolutional Based Representation Fusion.
ICASSP
Jiaxing Liu, Sen Chen, Longbiao Wang, Zhilei Liu, Yahui Fu, Lili Guo, Jianwu Dang
2021 Misc conf
Representation Learning with Spectro-Temporal-Channel Attention for Speech Emotion Recognition.
ICASSP
Lili Guo, Longbiao Wang, Chenglin Xu, Jianwu Dang, Eng Siong Chng, Haizhou Li
2021 J jnl
Robust unsupervised anomaly detection via multi-time scale DCGANs with forgetting mechanism for industrial multivariate time series.
Neurocomputing
Haoran Liang, Lei Song, Jianxing Wang, Lili Guo, XuZhi Li, Ji Liang
2020 J jnl
An improvement growing neural gas method for online anomaly detection of aerospace payloads.
Soft Comput.
Lei Song, Taisheng Zheng, Jianxing Wang, Lili Guo
2020 — conf
Anomaly Detection of Aerospace Facilities Using Ganomaly.
ICMSSP
Junrong Du, Lili Guo, Lei Song, Haoran Liang, Tianyuan Chen
2020 — conf
Speaker-Aware Speech Emotion Recognition by Fusing Amplitude and Phase Information.
MMM (1)
Lili Guo, Longbiao Wang, Jianwu Dang, Zhilei Liu, Haotian Guan
2020 Misc conf
Speech Emotion Recognition with Local-Global Aware Deep Representation Learning.
ICASSP
Jiaxing Liu, Zhilei Liu, Longbiao Wang, Lili Guo, Jianwu Dang
2020 A conf
Temporal Attention Convolutional Network for Speech Emotion Recognition with Latent Representation.
INTERSPEECH
Jiaxing Liu, Zhilei Liu, Longbiao Wang, Yuan Gao, Lili Guo, Jianwu Dang
2019 J jnl
Exploration of Complementary Features for Speech Emotion Recognition Based on Kernel Extreme Learning Machine.
IEEE Access
Lili Guo, Longbiao Wang, Jianwu Dang, Zhilei Liu, Haotian Guan
2019 — conf
Online Anomaly Detection of Streaming Data for Space Payloads Based on Improved GNG Algorithm.
ICMSSP
Taisheng Zheng, Lei Song, Haoran Liang, Bingjun Guo, Lili Guo
2019 — conf
Time-Frequency Deep Representation Learning for Speech Emotion Recognition Integrating Self-attention.
ICONIP (4)
Jiaxing Liu, Zhilei Liu, Longbiao Wang, Lili Guo, Jianwu Dang
2018 Misc conf
A Feature Fusion Method Based on Extreme Learning Machine for Speech Emotion Recognition.
ICASSP
Lili Guo, Longbiao Wang, Jianwu Dang, Linjuan Zhang, Haotian Guan
2018 — conf
Convolutional Neural Network with Spectrogram and Perceptual Features for Speech Emotion Recognition.
ICONIP (4)
Linjuan Zhang, Longbiao Wang, Jianwu Dang, Lili Guo, Haotian Guan
2018 — conf
Gender-Aware CNN-BLSTM for Speech Emotion Recognition.
ICANN (1)
Linjuan Zhang, Longbiao Wang, Jianwu Dang, Lili Guo, Qiang Yu
2018 A conf
Speech Emotion Recognition by Combining Amplitude and Phase Information Using Convolutional Neural Network.
INTERSPEECH
Lili Guo, Longbiao Wang, Jianwu Dang, Linjuan Zhang, Haotian Guan, Xiangang Li
2017 J jnl
Extreme learning machine with kernel model based on deep learning.
Neural Comput. Appl.
Shifei Ding, Lili Guo, Yanlu Hou
2015 J jnl
深度学习研究进展 (Research Progress on Deep Learning).
计算机科学
Lili Guo, Shifei Ding