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ALR-HT: A fast and efficient Lasso regression without hyperparameter tuning Journal article
Wang, Yuhang, Zou, Bin, Xu, Jie, Xu, Chen, Tang, Yuan Yan. ALR-HT: A fast and efficient Lasso regression without hyperparameter tuning[J]. Neural Networks, 2025, 181.
Authors:  Wang, Yuhang;  Zou, Bin;  Xu, Jie;  Xu, Chen;  Tang, Yuan Yan
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:6.0/7.9 | Submit date：2025/01/22
Additive Models  Generalization Bound  Hyperparameter Tuning  Lasso Regression  Markov Resampling  Ridge Regression  
Depicting Beyond Scores: Advancing Image Quality Assessment Through Multi-modal Language Models Conference paper
You, Zhiyuan, Li, Zheyuan, Gu, Jinjin, Yin, Zhenfei, Xue, Tianfan, Dong, Chao. Depicting Beyond Scores: Advancing Image Quality Assessment Through Multi-modal Language Models[C]:Springer Science and Business Media Deutschland GmbH, 2025, 259-276.
Authors:  You, Zhiyuan;  Li, Zheyuan;  Gu, Jinjin;  Yin, Zhenfei;  Xue, Tianfan; et al.
Favorite | TC[WOS]:0 TC[Scopus]:1 | Submit date：2025/01/22
Image Quality Assessment  Multi-modal Language Models  
PeerSynergy: An Innovative Application Applying Large Language Model to Peer Instruction Conference paper
Sam Ka Lok, Un-San Ieong, Miguel Gomes da Costa Junior. PeerSynergy: An Innovative Application Applying Large Language Model to Peer Instruction[C]:IEEE, 2024.
Authors:  Sam Ka Lok;  Un-San Ieong;  Miguel Gomes da Costa Junior
Favorite |  | Submit date：2025/01/10
Generative Artificial Intelligence  Large Language Models  Active Learning  Peer Instruction Methodology  
Functional Limitations and Depressive Symptoms Among Older Adults in Korea: Gender Differences in the Moderating Roles of Relationship Satisfaction With Family, Friends, and Neighbors Journal article
Choi, Ji Young, Sung, Pildoo. Functional Limitations and Depressive Symptoms Among Older Adults in Korea: Gender Differences in the Moderating Roles of Relationship Satisfaction With Family, Friends, and Neighbors[J]. Journal of Aging and Health, 2024.
Authors:  Choi, Ji Young;  Sung, Pildoo
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:2.2/2.8 | Submit date：2024/12/26
Depressive Symptoms  Fixed-effects Models  Functional Limitations  Korean Retirement And Income Study  Relationship Satisfaction  South Korea  
GPT-4 enhanced multimodal grounding for autonomous driving: Leveraging cross-modal attention with large language models Journal article
Liao, Haicheng, Shen, Huanming, Li, Zhenning, Wang, Chengyue, Li, Guofa, Bie, Yiming, Xu, Chengzhong. GPT-4 enhanced multimodal grounding for autonomous driving: Leveraging cross-modal attention with large language models[J]. Communications in Transportation Research, 2024, 4, 100116.
Authors:  Liao, Haicheng;  Shen, Huanming;  Li, Zhenning;  Wang, Chengyue;  Li, Guofa; et al.
Favorite | TC[WOS]:15 TC[Scopus]:20  IF:12.5/12.5 | Submit date：2024/03/05
Autonomous Driving  Visual Grounding  Cross-modal Attention  Large Language Models  Human-machine Interaction  
When, Where, and What? A Benchmark for Accident Anticipation and Localization with Large Language Models Conference paper
Liao, Haicheng, Li, Yongkang, Wang, Chengyue, Guan, Yanchen, Tam, Kahou, Tian, Chunlin, Li, Li, Xu, Chengzhong, Li, Zhenning. When, Where, and What? A Benchmark for Accident Anticipation and Localization with Large Language Models[C]:Association for Computing Machinery, Inc, 2024, 8-17.
Authors:  Liao, Haicheng;  Li, Yongkang;  Wang, Chengyue;  Guan, Yanchen;  Tam, Kahou; et al.
Favorite | TC[Scopus]:0 | Submit date：2024/12/05
Autonomous Driving  Dynamic Object Attention  Human-ai Interaction  Large Language Models  Traffic Accident Anticipation  
An Integrated Fusion Framework for Ensemble Learning Leveraging Gradient Boosting and Fuzzy Rule-Based Models Journal article
Li, Jinbo, Liu, Peng, Chen, Long, Pedrycz, Witold, Ding, Weiping. An Integrated Fusion Framework for Ensemble Learning Leveraging Gradient Boosting and Fuzzy Rule-Based Models[J]. IEEE Transactions on Artificial Intelligence, 2024, 5(11), 5771-5785.
Authors:  Li, Jinbo;  Liu, Peng;  Chen, Long;  Pedrycz, Witold;  Ding, Weiping
Favorite | TC[Scopus]:3 | Submit date：2024/08/05
Adaptation Models  Data Models  Complexity Theory  Boosting  Analytical Models  Optimization  Heuristic Algorithms  Ensemble Learning  Fuzzy Rules-based Model  Incremental Models  Interpretability  
STGlow: A Flow-Based Generative Framework With Dual-Graphormer for Pedestrian Trajectory Prediction Journal article
Rongqin Liang, Yuanman Li, Jiantao Zhou, Xia Li. STGlow: A Flow-Based Generative Framework With Dual-Graphormer for Pedestrian Trajectory Prediction[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(11), 16504-16517.
Authors:  Rongqin Liang;  Yuanman Li;  Jiantao Zhou;  Xia Li
Favorite | TC[WOS]:8 TC[Scopus]:12  IF:10.2/10.4 | Submit date：2023/08/28
Trajectory  Pedestrians  Behavioral Sciences  Task Analysis  Transformers  Data Models  Predictive Models  Attention Mechanism  Deep Neural Network  Generative Flow  Graph Learning  Trajectory Prediction  
Reason-and-Execute Prompting: Enhancing Multi-Modal Large Language Models for Solving Geometry Questions Conference paper
Duan, Xiuliang, Tan, Dating, Fang, Liangda, Zhou, Yuyu, He, Chaobo, Chen, Ziliang, Wu, Lusheng, Chen, Guanliang, Gong, Zhiguo, Luo, Weiqi, Guan, Quanlong. Reason-and-Execute Prompting: Enhancing Multi-Modal Large Language Models for Solving Geometry Questions[C], New York, NY, USA:Association for Computing Machinery, Inc, 2024, 6959-6968.
Authors:  Duan, Xiuliang;  Tan, Dating;  Fang, Liangda;  Zhou, Yuyu;  He, Chaobo; et al.
Favorite | TC[Scopus]:1 | Submit date：2024/12/05
Geometry Questions  Multi-modal Large Language Models  Prompting Method  
Robotic Sensor Network: Achieving Mutual Communication Control Assistance with Fast Cross-Layer Optimization Journal article
Ji, Zhiyou, Wan, Yujie, Li, Guoliang, Wang, Shuai, Ye, Kejiang, Ng, Derrick Wing Kwan, Xu, Chengzhong. Robotic Sensor Network: Achieving Mutual Communication Control Assistance with Fast Cross-Layer Optimization[J]. IEEE Wireless Communications Letters, 2024.
Authors:  Ji, Zhiyou;  Wan, Yujie;  Li, Guoliang;  Wang, Shuai;  Ye, Kejiang; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.6/4.9 | Submit date：2024/12/05
Robot Communication  Motion Control  Robot Sensing Systems  Robots  Collision Avoidance  Optimization  Trajectory  Vectors  Cross Layer Design  Signal To Noise Ratio  Real-time Systems  Predictive Models