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Songning Lai
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2020 – today
- 2025
- [i23]Wenshuo Chen, Haozhe Jia, Songning Lai, Keming Wu, Hongru Xiao, Lijie Hu, Yutao Yue:
Free-T2M: Frequency Enhanced Text-to-Motion Diffusion Model With Consistency Loss. CoRR abs/2501.18232 (2025) - [i22]Haozhe Jia, Wenshuo Chen, Zhihui Huang, Hongru Xiao, Nanqian Jia, Keming Wu, Songning Lai, Yutao Yue:
RMDM: Radio Map Diffusion Model with Physics Informed. CoRR abs/2501.19160 (2025) - 2024
- [j3]Jiakang Li
, Songning Lai, Zhihao Shuai, Yuan Tan, Yifan Jia, Mianyang Yu
A comprehensive review of community detection in graphs. Neurocomputing 600: 128169 (2024) - [c4]Songning Lai, Lijie Hu, Junxiao Wang, Laure Berti-Équille, Di Wang:
Faithful Vision-Language Interpretation via Concept Bottleneck Models. ICLR 2024 - [c3]Songning Lai, Jiakang Li, Guinan Guo, Xifeng Hu, Yulong Li, Yuan Tan, Zichen Song
Shared and Private Information Learning in Multimodal Sentiment Analysis with Deep Modal Alignment and Self-supervised Multi-Task Learning. IJCNN 2024: 1-8 - [c2]Lijie Hu, Songning Lai, Wenshuo Chen, Hongru Xiao, Hongbin Lin, Lu Yu, Jingfeng Zhang, Di Wang:
Towards Multi-dimensional Explanation Alignment for Medical Classification. NeurIPS 2024 - [i21]Songning Lai, Ninghui Feng, Haochen Sui, Ze Ma, Hao Wang, Zichen Song, Hang Zhao, Yutao Yue:
FTS: A Framework to Find a Faithful TimeSieve. CoRR abs/2405.19647 (2024) - [i20]Ninghui Feng, Songning Lai, Fobao Zhou, Zhenxiao Yin, Hang Zhao:
TimeSieve: Extracting Temporal Dynamics through Information Bottlenecks. CoRR abs/2406.05036 (2024) - [i19]Zichen Song, Jiakang Li
CCSRP: Robust Pruning of Spiking Neural Networks through Cooperative Coevolution. CoRR abs/2408.00794 (2024) - [i18]Zichen Song, Jiakang Li
Case-based reasoning approach for diagnostic screening of children with developmental delays. CoRR abs/2408.02073 (2024) - [i17]Haicheng Liao, Yongkang Li, Chengyue Wang, Songning Lai, Zhenning Li, Zilin Bian, Jaeyoung Lee
Real-time Accident Anticipation for Autonomous Driving Through Monocular Depth-Enhanced 3D Modeling. CoRR abs/2409.01256 (2024) - [i16]Bowen Tian, Songning Lai, Lujundong Li, Zhihao Shuai, Runwei Guan, Tian Wu, Yutao Yue:
PEPL: Precision-Enhanced Pseudo-Labeling for Fine-Grained Image Classification in Semi-Supervised Learning. CoRR abs/2409.03192 (2024) - [i15]Songning Lai, Tianlang Xue, Hongru Xiao, Lijie Hu, Jiemin Wu, Ninghui Feng, Runwei Guan, Haicheng Liao, Zhenning Li, Yutao Yue:
DRIVE: Dependable Robust Interpretable Visionary Ensemble Framework in Autonomous Driving. CoRR abs/2409.10330 (2024) - [i14]Songning Lai, Jiayu Yang, Yu Huang, Lijie Hu, Tianlang Xue, Zhangyi Hu, Jiaxu Li, Haicheng Liao, Yutao Yue:
CAT: Concept-level backdoor ATtacks for Concept Bottleneck Models. CoRR abs/2410.04823 (2024) - [i13]Bowen Tian, Songning Lai, Yutao Yue:
Wolf2Pack: The AutoFusion Framework for Dynamic Parameter Fusion. CoRR abs/2410.05746 (2024) - [i12]Kejia Fan, Jiaxu Li, Songning Lai, Linpu Lv, Anfeng Liu, Jianheng Tang, Houbing Herbert Song, Huiping Zhuang:
TS-ACL: A Time Series Analytic Continual Learning Framework for Privacy-Preserving and Class-Incremental Pattern Recognition. CoRR abs/2410.15954 (2024) - [i11]Jiemin Wu, Songning Lai, Ruiqiang Xiao, Tianlang Xue, Jiayu Yang, Yutao Yue:
Maintaining Informative Coherence: Migrating Hallucinations in Large Language Models via Absorbing Markov Chains. CoRR abs/2410.20340 (2024) - [i10]Lijie Hu, Songning Lai, Wenshuo Chen, Hongru Xiao, Hongbin Lin, Lu Yu, Jingfeng Zhang, Di Wang:
Towards Multi-dimensional Explanation Alignment for Medical Classification. CoRR abs/2410.21494 (2024) - [i9]Ruiqiang Xiao, Songning Lai, Yijun Yang, Jiemin Wu, Yutao Yue, Lei Zhu:
DRIVE: Dual-Robustness via Information Variability and Entropic Consistency in Source-Free Unsupervised Domain Adaptation. CoRR abs/2411.15976 (2024) - [i8]Bowen Tian, Songning Lai, Jiemin Wu, Zhihao Shuai, Shiming Ge, Yutao Yue:
Beyond Task Vectors: Selective Task Arithmetic Based on Importance Metrics. CoRR abs/2411.16139 (2024) - [i7]Songning Lai, Yu Huang, Jiayu Yang, Gaoxiang Huang, Wenshuo Chen, Yutao Yue:
Guarding the Gate: ConceptGuard Battles Concept-Level Backdoors in Concept Bottleneck Models. CoRR abs/2411.16512 (2024) - [i6]Songning Lai, Mingqian Liao, Zhangyi Hu, Jiayu Yang, Wenshuo Chen, Yutao Yue:
Learning New Concepts, Remembering the Old: A Novel Continual Learning. CoRR abs/2411.17471 (2024) - [i5]Jiaxu Li, Songning Lai, Rui Li, Di Fang, Kejia Fan, Jianheng Tang, Yuhan Zhao, Rongchang Zhao, Dongzhan Zhou, Yutao Yue, Huiping Zhuang:
SegACIL: Solving the Stability-Plasticity Dilemma in Class-Incremental Semantic Segmentation. CoRR abs/2412.10834 (2024) - 2023
- [j2]Songning Lai
Multimodal sentiment analysis: A survey. Displays 80: 102563 (2023) - [j1]Haoxuan Xu, Songning Lai, Xianyang Li, Yang Yang:
Cross-domain car detection model with integrated convolutional block attention mechanism. Image Vis. Comput. 140: 104834 (2023) - [i4]Songning Lai, Haoxuan Xu, Xifeng Hu, Zhaoxia Ren, Zhi Liu:
Multimodal Sentiment Analysis: A Survey. CoRR abs/2305.07611 (2023) - [i3]Songning Lai, Xifeng Hu, Yulong Li, Zhaoxia Ren, Zhi Liu, Danmin Miao:
Shared and Private Information Learning in Multimodal Sentiment Analysis with Deep Modal Alignment and Self-supervised Multi-Task Learning. CoRR abs/2305.08473 (2023) - [i2]Haoxuan Xu, Songning Lai, Yang Yang:
Cross-Domain Car Detection Model with Integrated Convolutional Block Attention Mechanism. CoRR abs/2305.20055 (2023) - [i1]Songning Lai, Jiakang Li
A Comprehensive Review of Community Detection in Graphs. CoRR abs/2309.11798 (2023) - 2022
- [c1]Songning Lai, Xifeng Hu, Jing Han, Chun Wang, Subhas Mukhopadhyay
Predicting Lysine Phosphoglycerylation Sites using Bidirectional Encoder Representations with Transformers & Protein Feature Extraction and Selection. CISP-BMEI 2022: 1-6
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