Song, Lingyun

7 publications

AAAI 2025 Debate on Graph: A Flexible and Reliable Reasoning Framework for Large Language Models Jie Ma, Zhitao Gao, Qi Chai, Wangchun Sun, Pinghui Wang, Hongbin Pei, Jing Tao, Lingyun Song, Jun Liu, Chen Zhang, Lizhen Cui

NeurIPS 2025 Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge Graphs Jie Ma, Ning Qu, Zhitao Gao, Xing Rui, Jun Liu, Hongbin Pei, Jiang Xie, Lingyun Song, Pinghui Wang, Jing Tao, Su Zhou

IJCAI 2025 Metapath and Hypergraph Structure-Based Multi-Channel Graph Contrastive Learning for Student Performance Prediction Lingyun Song, Xiaofan Sun, Xinbiao Gan, Yudai Pan, Xiaolin Han, Jie Ma, Jun Liu, Xuequn Shang

IJCAI 2025 Multi-Scale Temporal Neural Network for Stock Trend Prediction Enhanced by Temporal Hyepredge Learning Lingyun Song, Haodong Li, Siyu Chen, Xinbiao Gan, Binze Shi, Jie Ma, Yudai Pan, Xiaoqi Wang, Xuequn Shang

NeurIPS 2024 Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answering Jie Ma, Min Hu, Pinghui Wang, Wangchun Sun, Lingyun Song, Hongbin Pei, Jun Liu, Youtian Du

AAAI 2022 MMAN: Metapath Based Multi-Level Graph Attention Networks for Heterogeneous Network Embedding (Student Abstract) Jie Liu, Lingyun Song, Li Gao, Xuequn Shang

AAAI 2019 Connecting Language to Images: A Progressive Attention-Guided Network for Simultaneous Image Captioning and Language Grounding Lingyun Song, Jun Liu, Buyue Qian, Yihe Chen