Lingyun Song

41 papers A* 10A 2B 2Journal 20Unranked 7
YearRankTypeTitle / Venue / Authors
2026 A* conf
KSS-MoE: Knowledge Space Synergy Framework in Mixture of Experts for Continual Visual Instruction Tuning.
AAAI
Lingyun Song, Ziyao Chen, Kang Pan, Xiaolin Han, Xinbiao Gan, Yudai Pan, Xiaofan Sun, Xiaoqi Wang, Xuequn Shang
2025 B conf
AACoT: Chain-of-Thought Fine-Tuning via Associative Memory and Adaptive Error Correction.
ICPADS
Ruiyue Wang, Lingyun Song, Xinbiao Gan, Yudai Pan, Xuequn Shang
2025 J jnl
Cross-modal multi-relational graph reasoning: A novel model for multimodal textbook comprehension.
Inf. Fusion
Lingyun Song, Wenqing Du, Xiaolin Han, Xinbiao Gan, Xiaoqi Wang, Xuequn Shang
2025 A* conf
Debate on Graph: A Flexible and Reliable Reasoning Framework for Large Language Models.
AAAI
Jie Ma, Zhitao Gao, Qi Chai, Wangchun Sun, Pinghui Wang, Hongbin Pei, Jing Tao, Lingyun Song, Jun Liu, Chen Zhang, Lizhen Cui
2025 A* conf
GraphCom: Communication Hierarchy-aware Graph Engine for Distributed Model Training.
WWW
Xinbiao Gan, Tiejun Li, Liang Wu, Qiang Zhang, Lingyun Song, Bo Yang, Jie Liu, Kai Lu
2025 A* conf
Logic-Aware Knowledge Graph Reasoning for Structural Sparsity under Large Language Model Supervision.
WWW
Yudai Pan, Jiajie Hong, Tianzhe Zhao, Lingyun Song, Jun Liu, Xuequn Shang
2025 A* conf
Metapath and Hypergraph Structure-based Multi-Channel Graph Contrastive Learning for Student Performance Prediction.
IJCAI
Lingyun Song, Xiaofan Sun, Xinbiao Gan, Yudai Pan, Xiaolin Han, Jie Ma, Jun Liu, Xuequn Shang
2025 A* conf
Multi-Scale Temporal Neural Network for Stock Trend Prediction Enhanced by Temporal Hyepredge Learning.
IJCAI
Lingyun Song, Haodong Li, Siyu Chen, Xinbiao Gan, Binze Shi, Jie Ma, Yudai Pan, Xiaoqi Wang, Xuequn Shang
2025 — conf
PLMTox: Low-Rank Adaptation on Protein Language Models for Peptide Toxicity Prediction.
BIBM
Xiaoqi Wang, Chen Liu, Wenjie Du, Lingyun Song, Zilin Ren, Xuequn Shang
2025 — conf
RADIO: Effective and Efficient Anomalous Subgraph Discovery in Financial Networks.
DASFAA (2)
Xiaolin Han, Yikun Zhang, Chenhao Ma, Lingyun Song, Xuequn Shang
2025 A* conf
STREAM: Hierarchical Dynamic Traffic Pattern Inference for Sparse Trajectory Recovery.
ICDM
Xiaolin Han, Tianwen Zhang, Yuke Li, Gaukhar Issayeva, Chenhao Ma, Lingyun Song, Xuequn Shang
2025 — conf
TempASD: Temporal Anomalous Subgraph Discovery in Large-Scale Dynamic Financial Networks.
KDD (2)
Xiaolin Han, Yikun Zhang, Chenhao Ma, Lingyun Song, Reynold Cheng, Xuequn Shang
2024 J jnl
A Multi-Group Multi-Stream attribute Attention network for fine-grained zero-shot learning.
Neural Networks
Lingyun Song, Xuequn Shang, Ruizhi Zhou, Jun Liu, Jie Ma, Zhanhuai Li, Mingxuan Sun
2024 — conf
A Robust Dual-debiasing VQA Model based on Counterfactual Causal Effect.
EMNLP (Findings)
Lingyun Song, Chengkun Yang, Xuanyu Li, Xuequn Shang
2024 — conf
Consensus Filter for Distributed Sensor Networks With Unknown Colored Noise.
CMLDS
Lingyun Song, Zhongliang Jing, Peng Dong
2024 J jnl
Debate on Graph: a Flexible and Reliable Reasoning Framework for Large Language Models.
CoRR
Jie Ma, Zhitao Gao, Qi Chai, Wangchun Sun, Pinghui Wang, Hongbin Pei, Jing Tao, Lingyun Song, Jun Liu, Chen Zhang, Lizhen Cui
2024 J jnl
Distributed Consensus Multi-Distribution Filter for Heavy-Tailed Noise.
J. Sens. Actuator Networks
Guan-Nan Chang, Wen-Xing Fu, Tao Cui, Lingyun Song, Peng Dong
2024 J jnl
Enhancing Enterprise Credit Risk Assessment with Cascaded Multi-level Graph Representation Learning.
Neural Networks
Lingyun Song, Haodong Li, Yacong Tan, Zhanhuai Li, Xuequn Shang
2024 J jnl
FMSA-SC: A Fine-Grained Multimodal Sentiment Analysis Dataset Based on Stock Comment Videos.
IEEE Trans. Multim.
Lingyun Song, Siyu Chen, Ziyang Meng, Mingxuan Sun, Xuequn Shang
2024 A* conf
Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answering.
NeurIPS
Jie Ma, Min Hu, Pinghui Wang, Wangchun Sun, Lingyun Song, Hongbin Pei, Jun Liu, Youtian Du
2024 J jnl
Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answering.
CoRR
Jie Ma, Min Hu, Pinghui Wang, Wangchun Sun, Lingyun Song, Hongbin Pei, Jun Liu, Youtian Du
2023 J jnl
A deep cross-modal neural cognitive diagnosis framework for modeling student performance.
Expert Syst. Appl.
Lingyun Song, Mengting He, Xuequn Shang, Chen Yang, Jun Liu, Mengzhen Yu, Yu Lu
2023 J jnl
Answering knowledge-based visual questions via the exploration of Question Purpose.
Pattern Recognit.
Lingyun Song, Jianao Li, Jun Liu, Yang Yang, Xuequn Shang, Mingxuan Sun
2023 J jnl
Attribute-Guided Multiple Instance Hashing Network for Cross-Modal Zero-Shot Hashing.
IEEE Trans. Multim.
Lingyun Song, Xuequn Shang, Chen Yang, Mingxuan Sun
2023 J jnl
Meta-HGT: Metapath-aware HyperGraph Transformer for heterogeneous information network embedding.
Neural Networks
Jie Liu, Lingyun Song, Guangtao Wang, Xuequn Shang
2022 J jnl
A deep grouping fusion neural network for multimedia content understanding.
IET Image Process.
Lingyun Song, Mengzhen Yu, Xuequn Shang, Yu Lu, Jun Liu, Ying Zhang, Zhanhuai Li
2022 J jnl
Consensus cubature filtering based on Gaussian process for distributed sensor network with model uncertainty.
Signal Process.
Lingyun Song, Zhongliang Jing, Peng Dong, Ruping Zou, Shichao Chen
2022 A* conf
MMAN: Metapath Based Multi-Level Graph Attention Networks for Heterogeneous Network Embedding (Student Abstract).
AAAI
Jie Liu, Lingyun Song, Li Gao, Xuequn Shang
2022 B conf
Topology Imbalance and Relation Inauthenticity Aware Hierarchical Graph Attention Networks for Fake News Detection.
COLING
Li Gao, Lingyun Song, Jie Liu, Bolin Chen, Xuequn Shang
2021 J jnl
Weakly Supervised Group Mask Network for Object Detection.
Int. J. Comput. Vis.
Lingyun Song, Jun Liu, Mingxuan Sun, Xuequn Shang
2019 A conf
An Interpretable Fast Model for Predicting The Risk of Heart Failure.
SDM
Xianli Zhang, Buyue Qian, Xiaoyu Li, Jishang Wei, Yingqian Zheng, Lingyun Song, Qinghua Zheng
2019 — conf
Classifying Breast Cancer Histopathological Images Using a Robust Artificial Neural Network Architecture.
IWBBIO (1)
Xianli Zhang, Yinbin Zhang, Buyue Qian, Xiaotong Liu, Xiaoyu Li, Xudong Wang, Changchang Yin, Xin Lv, Lingyun Song, Liang Wang
2019 A* conf
Connecting Language to Images: A Progressive Attention-Guided Network for Simultaneous Image Captioning and Language Grounding.
AAAI
Lingyun Song, Jun Liu, Buyue Qian, Yihe Chen
2019 — conf
Exploring Nonnegative and Low-Rank Correlation for Noise-Resistant Spectral Clustering.
APWeb/WAIM (2)
Zheng Wang, Cai Na, Zeyu Ma, Si Chen, Lingyun Song, Yang Yang
2018 J jnl
A Deep Multi-Modal CNN for Multi-Instance Multi-Label Image Classification.
IEEE Trans. Image Process.
Lingyun Song, Jun Liu, Buyue Qian, Mingxuan Sun, Kuan Yang, Meng Sun, Samar Abbas
2017 J jnl
Sparse Relational Topical Coding on multi-modal data.
Pattern Recognit.
Lingyun Song, Jun Liu, Minnan Luo, Buyue Qian, Kuan Yang
2016 J jnl
Size-invariant extended visual cryptography with embedded watermark based on error diffusion.
Multim. Tools Appl.
Bin Yan, Ya-Fei Wang, Lingyun Song, Hong-Mei Yang
2016 J jnl
Sparse Multi-Modal Topical Coding for Image Annotation.
Neurocomputing
Lingyun Song, Minnan Luo, Jun Liu, Lingling Zhang, Buyue Qian, Max Haifei Li, Qinghua Zheng
2015 J jnl
Faceted fusion of RDF data.
Inf. Fusion
Wen-qian Liu, Jun Liu, Meng Wang, Qinghua Zheng, Wei Zhang, Lingyun Song, Siyu Yao
2015 J jnl
Power Spectrum Compliant QIM Watermarking for Autoregressive Host Signals.
J. Inf. Hiding Multim. Signal Process.
Bin Yan, Ya-Fei Wang, Lingyun Song, Hong-Mei Yang
2014 A conf
Faceted Exploring for Domain Knowledge over Linked Open Data.
CIKM
Meng Wang, Jun Liu, Wenqiang Liu, Qinghua Zheng, Wei Zhang, Lingyun Song, Siyu Yao