中南大学 yangliu

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[1]Zidong Wang, Liu Yang*, Tingxuan Chen, Jun Long*. Clustering Matrix Regularization Guided Hierarchical Graph Pooling [J]. Knowledge-based Systems, 2025. (中科院1区TOP期刊, 已录用)
[2]Hongxiao Fei, Jinqi Hu, Liu Yang*, Tingxuan Chen, Huayou Su, Zanqun Liu. Heterogeneous Feature-Aware Graph Neural Network for Tabular Data [C]. The 30th International Conference on Database Systems for Advanced Applications (DASFAA2025), Singapore, May 26-29, 2025. (CCF B类，已录用)
[3]Chen Tingxuan, Liu Yang*, Wang Zidong, Guohui Li, Long Jun*. Enhancing Session-Based Recommendation with Hypergraph Motifs and Contrastive Learning [C]. The 50th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2025), Hyderabad, India, 6-11 April, 2025. (CCF B类，已录用)
[4]Tingxuan Chen, Liu Yang*, Zidong Wang and Jun Long*. A Rule and Query Guided Reinforcement Learning for Extrapolation Reasoning in Temporal Knowledge Graphs [J]. Neural Networks, 2025. (SCI，中科院1区Top期刊, 已录用)
[5]Liu Yang, Qiankun Zheng, Zidong Wang*. CGEDN: Approximation of Graph Edit Distance with Path Generation via Learning Node Matching [C]. The 50th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2025), Hyderabad, India, 6-11 April, 2025. (CCF B类)
[6]Hao Zheng, Zhigang Hu, Boyu Wang, Liu Yang*, Meiguang Zheng, Aikun Xu. ConFREE: Conflict-free Client Update Aggregation for Personalized Federated Learning [C]. The 39th Annual AAAI Conference on Artificial Intelligence (AAAI 2025), February 25-March 4, 2025, Philadelphia, Pennsylvania, USA. (CCF A)
[7]Xiongnan Jin, Zhilin Wang, Jinpeng Chen, Liu Yang, Byungkook Oh, seung-won hwang, Jianqiang Li. HLMEA: Unsupervised Entity Alignment based on Hybrid Language Models[C]. The 39th Annual AAAI Conference on Artificial Intelligence (AAAI 2025), February 25-March 4, 2025, Philadelphia, Pennsylvania, USA. (CCF A)
[8]Chen Tingxuan, Long Jun*, Wang Zidong, Luo Shuai, Huang Jincai, Yang Liu*. THCN: A Hawkes Process Based Temporal Causal Convolutional Network for Extrapolation Reasoning in Temporal Knowledge Graphs [J]. IEEE Transactions on Knowledge & Data Engineering, 2024( 01): 1-14, PrePrints 5555. (CCF A).TKDE
[9]Tingxuan Chen, Jun Long*, Liu Yang*, Zidong Wang, Yongheng Wang, and Xiongnan Jin. HTCCN: Temporal Causal Convolutional Networks with Hawkes Process for Extrapolation Reasoning in Temporal Knowledge Graphs [C]. 2024 The Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2024), Mexico City, Mexico, June 16–21, 2024. (CCF B)
[10]Jun Long, Junkun Hong, Zidong Wang, Tingxuan Chen, Yunfei Chen, Liu Yang*. SPHASE: Multi-Modal and Multi-Branch Surgical Phase Segmentation Framework based on Temporal Convolutional Network [C]. 2023 IEEE BIBM，Istanbul, Turkey, 5-8 December, 2023. (CCF B）
[11]Liu Yang, Zhenjie Wu, Junkun Hong, Jun Long. MCL: A Contrastive Learning Method for Multimodal Data Fusion in Violence Detection[J]. IEEE Signal Processing Letters, 2023, 30: 408-412. (SCI, JCR 2区, IF: 3.201)
[12]Liu Yang, Yu Jiang, Junkun Hong, Zhenjie Wu, Zhan Yang, Jun Long. STACKING-BASED ATTENTION TEMPORAL CONVOLUTIONAL NETWORK FOR ACTION SEGMENTATION [C]. 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2023), Rhodes Island, Greece, 4-10 June, 2023. (CCF B类)
[13]Liu Yang, Kaiting Zhang, Yinan Li, Yunfei Chen, Jun Long, Zhan Yang*. S3ACH: Semi-Supervised Semantic Adaptive Cross-modal Hashing [C]. The 30th International Conference on Neural Information Processing (ICONIP2023), Changsha, China, November 20-23, 2023.
[14]Liu Yang, Jie Zhao, Jun Long, Jincai Huang, Zidong Wang, Tingxuan Chen*. Path-KGE: Preference-aware Knowledge Graph Embedding with Path Semantics for Link Prediction[C]. The 24nd International Conference on Web Information Systems Engineering (WISE 2023), Melbourne, VIC, Australia, October 26–29, 2023.
[15]Tingxuan Chen, Jun Long, Liu Yang*, Guohui Li, Shuai Luo, Meihong Xiao. Joint embedding of local structures and evolutionary patterns for temporal link prediction [C]. The 19th anniversary of the International Conference on Advanced Data Mining and Applications (ADMA 2023), Shenyang, China, 21-23 August, 2023. (CCF C类，Oral报告)
[16]Meihong Xiao, Tingxuan Chen, Zidong Wang, Jun Long, Jincai Huang, Liu Yang*. Parameter-Lite Adapter for Dynamic Entity Alignment[C]. The 20th Pacific Rim International Conference on Artificial Intelligence (PRICAI 2023), Jakarta, Indonesia, November 17-19, 2023.
[17]Hongxiao Fei, Yangying Tan, Wenti Huang, Jun Long, Jincai Huang, Liu Yang*. A Multi-Teacher Knowledge Distillation Framework for Distantly Supervised Relation Extraction with Flexible Temperature [C]. Asia-Pacific Web (APWeb) and Web-Age Information Management (WAIM) Joint International Conference on Web and Big Data (APWEB-WAIM 2023), Wuhan, China, October 6-8, 2023.
[18]Jun Long, Quan Hong*, Liu Yang*. An Encoder-Decoder Method with Position-Aware for Printed Mathematical Expression Recognition. International Conference on Document Analysis and Recognition (ICDAR 2023), San José, California, USA, August 21-26, 2023.
[19]Liu Yang, Xin Yin, Jun Long, Tingxuan Chen, Jie Zhao, Wenti Huang. Spatio-Temporal Aware Knowledge Graph Embedding for Recommender Systems [C]. The 20th IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA 2022), Melbourne, Australia,17-19 December, 2022.
[20]Liu Yang, Guohui Li, Meihong Xiao, Shuai Luo, Yangying Tan, Ziqiang Tang, Shuai Mu. MultiAddIntent: Efficient RDF Data-Oriented Incremental Construction Concept Lattice Algorithm [C]. The 20th IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA 2022), Melbourne, Australia,17-19 December, 2022.

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