Menglin Kong

26 papers A 2B 2Journal 18Unranked 4
YearRankTypeTitle / Venue / Authors
2025 — conf
A Survey on Vision-Language-Action Models for Autonomous Driving.
ICCVW
Sicong Jiang, Menglin Kong, Yihong Tang, Lijun Sun, Kangan Qian, Ziang Luo, Tianze Zhu, Yunlong Wang, Xin Zhao, Tuopu Wen, Zheng Fu, Yang Zhong, Siwen Jiao, Hao Ye, Zilin Huang, Zihao Sheng, Sikai Chen, Seongjin Choi, Kun Jiang, Diange Yang
2025 J jnl
A Survey on Vision-Language-Action Models for Autonomous Driving.
CoRR
Sicong Jiang, Zilin Huang, Kangan Qian, Ziang Luo, Tianze Zhu, Yang Zhong, Yihong Tang, Menglin Kong, Yunlong Wang, Siwen Jiao, Hao Ye, Zihao Sheng, Xin Zhao, Tuopu Wen, Zheng Fu, Sikai Chen, Kun Jiang, Diange Yang, Seongjin Choi, Lijun Sun
2025 — conf
Dual Prototype Attentive Graph Network for Cross-Market Recommendation.
ICONIP (5)
Li Fan, Menglin Kong, Xiang-Yang Li, Chong Zhang, Chengtao Ji
2025 J jnl
Dual prototype attentive graph network for cross-market recommendation.
CoRR
Li Fan, Menglin Kong, Xiang-Yang Li, Chong Zhang, Chengtao Ji
2025 J jnl
Dynamic Modes as Time Representation for Spatiotemporal Forecasting.
CoRR
Menglin Kong, Vincent Zhihao Zheng, Xudong Wang, Lijun Sun
2025 J jnl
Exploiting Epistemic Uncertainty in Cold-Start Recommendation Systems.
CoRR
Xiang-Yang Li, Li Fan, Chenke Yin, Menglin Kong, Chengtao Ji
2025 J jnl
Frequency-Constrained Learning for Long-Term Forecasting.
CoRR
Menglin Kong, Vincent Zhihao Zheng, Lijun Sun
2025 A conf
Harnessing Light for Cold-Start Recommendations: Leveraging Epistemic Uncertainty to Enhance Performance in User-Item Interactions.
CIKM
Yang Xiang, Li Fan, Chenke Yin, Menglin Kong, Chengtao Ji
2025 J jnl
Large Language Models for Data Synthesis.
CoRR
Yihong Tang, Menglin Kong, Lijun Sun
2025 J jnl
Personalized music recommendation algorithm based on machine learning.
Multim. Syst.
Lanhui Liu, Menglin Kong, Cong Cao, Zhanjie Shu, Kecheng Liu, Xingquan Li, Muzhou Hou
2025 J jnl
SCARNet: using convolution neural network to predict time series with time-varying variance.
Multim. Tools Appl.
Shaojie Zhao, Menglin Kong, Ruichen Li, Alphonse Houssou Hounye, Ri Su, Muzhou Hou, Cong Cao
2024 J jnl
A novel automatic detection and classification algorithm for elderly cognitive impairment using CSVM.
Biomed. Signal Process. Control.
Weiying Zheng, Menglin Kong, Ruichen Li, Li Xiong, Xingquan Li, Muzhou Hou, Cong Cao
2024 J jnl
CFTNet: a robust credit card fraud detection model enhanced by counterfactual data augmentation.
Neural Comput. Appl.
Menglin Kong, Ruichen Li, Jia Wang, Xingquan Li, Shengzhong Jin, Wanying Xie, Muzhou Hou, Cong Cao
2024 — conf
Collaborative Filtering in Latent Space: A Bayesian Approach for Cold-Start Music Recommendation.
PAKDD (5)
Menglin Kong, Li Fan, Shengze Xu, Xingquan Li, Muzhou Hou, Cong Cao
2024 A conf
C²DR: Robust Cross-Domain Recommendation based on Causal Disentanglement.
WSDM
Menglin Kong, Jia Wang, Yushan Pan, Haiyang Zhang, Muzhou Hou
2024 J jnl
DADIN: Domain Adversarial Deep Interest Network for cross domain recommender systems.
Expert Syst. Appl.
Menglin Kong, Muzhou Hou, Shaojie Zhao, Feng Liu, Ri Su, Yinghao Chen
2024 J jnl
PHCDTI: A multichannel parallel high-order feature crossover model for DTIs prediction.
Expert Syst. Appl.
Yuqing Ye, Xiao Zhang, Menglin Kong, Haokun Hu, Zhendong Xu
2023 J jnl
A decoupled generative adversarial network for anterior cruciate ligament tear localization and quantification.
Neural Comput. Appl.
Jiaoju Wang, Jiewen Luo, Alphonse Houssou Hounye, Zheng Wang, Jiehui Liang, Yangbo Cao, Jing Feng, Lingjie Tan, Zhengcheng Wang, Menglin Kong, Muzhou Hou, Jinshen He
2023 J jnl
A novel automatic acne detection and severity quantification scheme using deep learning.
Biomed. Signal Process. Control.
Jiaoju Wang, Chong Wang, Zheng Wang, Alphonse Houssou Hounye, Zhaoying Li, Menglin Kong, Muzhou Hou, Jianglin Zhang, Min Qi
2023 J jnl
DADIN: Domain Adversarial Deep Interest Network for Cross Domain Recommender Systems.
CoRR
Menglin Kong, Muzhou Hou, Shaojie Zhao, Feng Liu, Ri Su, Yinghao Chen
2023 B conf
DEPHN: Different Expression Parallel Heterogeneous Network using virtual gradient optimization for Multi-task Learning.
IJCNN
Menglin Kong, Ri Su, Shaojie Zhao, Muzhou Hou
2023 J jnl
DEPHN: Different Expression Parallel Heterogeneous Network using virtual gradient optimization for Multi-task Learning.
CoRR
Menglin Kong, Ri Su, Shaojie Zhao, Muzhou Hou
2023 B conf
FaFCNN: A General Disease Classification Framework Based on Feature Fusion Neural Networks.
SMC
Menglin Kong, Shaojie Zhao, Juan Cheng, Xingquan Li, Ri Su, Muzhou Hou, Cong Cao
2023 J jnl
FaFCNN: A General Disease Classification Framework Based on Feature Fusion Neural Networks.
CoRR
Menglin Kong, Shaojie Zhao, Juan Cheng, Xingquan Li, Ri Su, Muzhou Hou, Cong Cao
2023 — conf
Landslide Surface Displacement Prediction Based on VSXC-LSTM Algorithm.
ICANN (8)
Menglin Kong, Ruichen Li, Fan Liu, Xingquan Li, Juan Cheng, Muzhou Hou, Cong Cao
2023 J jnl
Landslide Surface Displacement Prediction Based on VSXC-LSTM Algorithm.
CoRR
Menglin Kong, Ruichen Li, Fan Liu, Xingquan Li, Juan Cheng, Muzhou Hou, Cong Cao