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2024年度发表论文情况
时间:2024-12-30 作者:

[1]Xinyan Liang, Pinhan Fu, Qian Guo, Keyin Zheng, Yuhua Qian. DC-NAS: Divide-and-conquer neural architecture search for multi-modal classification, Proceedings of the AAAI conference on artificial intelligence(AAAI), 2024, 38(12): 13754-13762.

[2]Yayu Zhang, Yuhua Qian, Guoshuai Ma, Keyin Zheng, Guoqing Liu, Qingfu Zhang. Learning Multi-Task Sparse Representation Based on Fisher Information, Proceedings of the AAAI conference on artificial intelligence(AAAI), 2024, 38(15): 16899-16907.

[3]Gaoxia Jian, Jia Zhang, Xuefei Bai, Wenjian Wang, Deyu Meng. Which is more effective in label noise cleaning, correction or filtering? , Proceedings of the AAAI conference on artificial intelligence(AAAI), 2024, 38(11): 12866-12873.

[4]Ruili Pu, Suge Wang, Deyu Li, Jian Liao, Jianxing Zheng. A Joint Framework with Heterogeneous-Relation-Aware Graph and Multi-Channel Label Enhancing Strategy for Event Causality Extraction, Proceedings of the AAAI conference on artificial intelligence(AAAI), 2024: 18879-18887.

[5]Xiaoqi Han, Ru Li, Xiaoli Li, Jiye Liang, Jeff Z Pan. InstructEd: Soft-Instruction Tuning for Model Editing with Hops. Findings of the Association for Computational Linguistics ACL 2024, 14953–14968.

[6]Yue Fan, Hu Zhang, Ru Li, Yujie Wang, Hongye Tan, Jiye Liang, Ru Li. FRVA: Fact-Retrieval and Verification Augmented Entailment Tree Generation for Explainable Question Answering, Findings of the Association for Computational Linguistics ACL 2024, 9111–9128.

[7]Fuyuan Cao, Yunxia Wang, Kui Yu, Jiye Liang. Causal Discovery From Unknown Interventional Datasets Over Overlapping Variable Sets, IEEE Transactions on Knowledge and Data Engineering (TKDE) , 2024.

[8]Fuyuan Cao, Xuechun Jing, Kui Yu, Jiye Liang. FWCEC: An Enhanced Feature Weighting Method via Causal Effect for Clustering, IEEE Transactions on Knowledge and Data Engineering (TKDE), 2024.

[9]Liangliang Wen, Jiye Liang, Kaixuan Yao, Zhiqiang Wang. Black-Box Adversarial Attack on Graph Neural Networks With Node Voting Mechanism, IEEE Transactions on Knowledge and Data Engineering (TKDE), 2024, 36(10): 5025-5038.

[10]Husheng Guo, Yang Zhang, Wenjian Wang. Dynamical Targeted Ensemble Learning for Streaming Data With Concept Drift. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2024, 36(12): 8023-8036.

[11]Fuyuan Cao, Qingqiang Chen, Ying Xing, Jiye Liang. Efficient Classification by Removing Bayesian Confusing Samples. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2024, 36(3): 1084–1098.

[12]Zijin Du, Jianqing Liang, Jiye Liang, Kaixuan Yao, Feilong Cao. Graph Regulation Network for Point Cloud Segmentation. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024, 46(12): 7940-7955.

[13]Pinhan Fu, Xinyan Liang, Yuhua Qian, Qian Guo, Zhifang Wei, Wen Li. CoMO-NAS: Core-structures-guided multi-objective neural architecture search for multi-modal classification. In Proceedings of the 32nd ACM International Conference on Multimedia (ACMM), 2024, 9126-9135.

[14]Liang Du, Yukai Shi, Peng Zhou, Yuhua Qian. Fast and Scalable Incomplete Multi-View Clustering with Duality Optimal Graph Filtering. In Proceedings of the 32nd ACM International Conference on Multimedia (ACMM), 2024 ,8893-8902.

[15]Ting Guo, Da Wang, Jiye Liang, Kaihan Zhang, Jianchao Zeng. SpeAr: A Spectral Approach for Zero-Shot Node Classification. Advances in Neural Information Processing Systems, 2024, 37: 69000-69021.

[16]Lijun Zhang, Lin Li, Wei Wei*, Huizhong Song, Yaodong Yang, Jiye Liang. Scalable Constrained Policy Optimization for Safe Multi-agent Reinforcement Learning. Advances in Neural Information Processing Systems, 2024, 37: 138698-138730.

[17]Yi Ma, Jianye Hao, Chenjun Xiao. Iteratively Refined Behavior Regularization for Offline Reinforcement Learning.  Advances in Neural Information Processing Systems, 2024, 37: 56215-56243.

[18]Hongren Yan, Yuhua Qian, Furong Peng, Jiachen Luo, Zheqing Zhu, Feijiang Li. Neural Collapse To Multiple Centers For Imbalanced Data. Advances in Neural Information Processing Systems, 2024, 37: 65583-65617.

[19]Da Wang, Lin Li, Wei Wei, Qixian Yu, Jianye HAO, Jiye Liang. Improving Generalization in Offline Reinforcement Learning via Adversarial Data Splitting. In Proceedings of the Forty-first International Conference on Machine Learning (ICML), 2024.

[20]Jianqing Liang, Min Chen, Jiye Liang. Graph External Attention Enhanced Transformer. In Proceedings of the Forty-first International Conference on Machine Learning (ICML), 2024, DOI:10.48550/arXiv.2405.21061.

[21]Wei Wei, Da Wang, Lin Li, Jiye Liang. Re-attentive experience replay in off-policy reinforcement learning. International Conference on Machine Learning, 2024, 113(5): 2327-2349.

[22]Guangjun Zhang, Hu Zhang, Yujie Wang, Ru Li, Hongye Tan, Jiye Liang. Hyperspherical Multi-Prototype with Optimal Transport for Event Argument Extraction. Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics ACL, 2024(1): 9271–9284.

[23]Yunxiao Zhao, Zhiqiang Wang, Xiaoli Li, Jiye Liang, Ru Li. AGR: Reinforced Causal Agent-Guided Self-explaining Rationalization. Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics ACL, 2024, 510–518.

[24]Pinhan Fu, Xinyan Liang, Tingjin Luo, Qian Guo, Yayu Zhang, Yuhua Qian. Core-structures-guided multi-modal classification neural architecture search. Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence (IJCAI), 2024, 3980-3988.

[25]Jue Li, Yuhua Qian, Jieting Wang, Saixiong Liu. PHSIC Against Random Consistency and Its Application in Causal Inference. Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence (IJCAI), 2024, 2108-2116.

[26]Zhanwen Cheng, Feijiang Li, Jieting Wang, Yuhua Qian. Deep Embedding Clustering Driven by Sample Stability. Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence (IJCAI), 2024, 3854-3862.

[27]王婕婷, 李飞江, 李珏, 钱宇华, 梁吉业. 缓解随机一致性的基尼指数与决策树方法. 中国科学:信息科学, 2024, 54(01): 159-190.