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2025年1月21日 (二) 01:38 Iip1314

2025-01-21T01:38:31Z

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 '''<span style="font-family:微软雅黑; font-size:medium">Selected Paper</span>'''
 <p style="text-align:center"><span style="font-family:Times New Roman,Times,serif"><span style="font-size:larger">2025</span></span></p>
 #<span style="font-size:medium;"><span style="font-family:Times New Roman,Times,serif;">Haoyang Chen, Dian Kong, Xiangyuan Li, Chongjun Wang. Multi‑round Q&A Hallucination Analysis of LLMs in Geographical Education [C] In '''''Proceedin'''gs '''of International Conference on Intelligent Computing''''', 2025.&nbsp;</span></span>
 #<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Yiqun Niu, Zhongheng Wu, and Chongjun Wang. Memory-Enhanced Cognitive Planning: A Framework for Improving Long-Term Planning in LLMs[C]. In &nbsp;'''''Proceedings of International Conference on Intelligent Computing''''', 2025.</span></span>
-#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Ming Guo, Feng Chen, Chongjun Wang. Temporal spatial semantic fusion network for audio-visual zero-shot learning [J]. '''''Intelligent Data Analysis''''', 2025.</span></span>
+#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Mingcai Chen, Yuntao Du, Wei Tang, Baoming Zhang, Chongjun Wang: LaplaceConfidence: A graph-based approach for learning with noisy labels[J]. '''''Intelligent Data Analysis'''''. 2025, 29(1): 45-58</span></span>
 #<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Ming Guo, Feng Chen, Chongjun Wang. Unified multi-modal aggregated-masked diffusion network for MRI synthesis with modality missing [C]. In '''''Proceedings of International Conference on Neural Information Processing''''', 2025.</span></span>
 #<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Qiangqiang He, Shuwei Qian, Chongjun Wang. FastVDT: fast transformer with optimized attention masks and positional encoding for visual dialogue [J]. '''''IET Computer Vision''''', 2025, 19(1).</span></span>
 #<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Haoyang Chen, Hengyang Lu, Yi Xin, Dian Kong, Chongjun Wang. Towards emotional insights in art: a knowledge-driven framework integrating artistic emotion knowledge into vision language models [C]. In '''''Proceedings of International Joint Conference on Neural Networks''''', 2025.</span></span>

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	= '''<span style="color:#800000"><span style="font-size:smaller">研究成果</span></span>''' =		= '''<span style="color:#800000"><span style="font-size:smaller">研究成果</span></span>''' =

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 '''<span style="font-family:微软雅黑; font-size:medium">Selected Paper</span>'''
 <p style="text-align:center"><span style="font-family:Times New Roman,Times,serif"><span style="font-size:larger">2025</span></span></p>
-#<span style="font-size: medium; font-family: " times="" new="" roman",="" times,="" serif;"="">Haoyang Chen, Dian Kong, Xiangyuan Li, Chongjun Wang. Multi‑round Q&A Hallucination Analysis of LLMs in Geographical Education [C] In </span>'''''Proceedin'''gs '''of International Conference on Intelligent Computing'''''<span style="font-size: medium; font-family: " times="" new="" roman",="" times,="" serif;"="">, 2025.&nbsp;</span>
+#<span style="font-size:medium;"><span style="font-family:Times New Roman,Times,serif;">Haoyang Chen, Dian Kong, Xiangyuan Li, Chongjun Wang. Multi‑round Q&A Hallucination Analysis of LLMs in Geographical Education [C] In '''''Proceedin'''gs '''of International Conference on Intelligent Computing''''', 2025.&nbsp;</span></span>
 #<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Yiqun Niu, Zhongheng Wu, and Chongjun Wang. Memory-Enhanced Cognitive Planning: A Framework for Improving Long-Term Planning in LLMs[C]. In &nbsp;'''''Proceedings of International Conference on Intelligent Computing''''', 2025.</span></span>
 #<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Ming Guo, Feng Chen, Chongjun Wang. Temporal spatial semantic fusion network for audio-visual zero-shot learning [J]. '''''Intelligent Data Analysis''''', 2025.</span></span>

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 '''<span style="font-family:微软雅黑; font-size:medium">Selected Paper</span>'''
 <p style="text-align:center"><span style="font-family:Times New Roman,Times,serif"><span style="font-size:larger">2025</span></span></p>
-#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">QIangqiang He, Shuwei Qian, Chongjun Wang.&nbsp;FastVDT: Fast Transformer with Optimized Attention Masks and Positional Encoding for Visual Dialogue[J].&nbsp;'''''IET Computer Vision''''',&nbsp;Accepted</span></span>
+#<span style="font-size: medium; font-family: " times="" new="" roman",="" times,="" serif;"="">Haoyang Chen, Dian Kong, Xiangyuan Li, Chongjun Wang. Multi‑round Q&A Hallucination Analysis of LLMs in Geographical Education [C] In </span>'''''Proceedin'''gs '''of International Conference on Intelligent Computing'''''<span style="font-size: medium; font-family: " times="" new="" roman",="" times,="" serif;"="">, 2025.&nbsp;</span>
-#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Haoyang Chen and etc.&nbsp;Towards Emotional Insights in Art: A Knowledge-Driven Framework Integrating Artistic Emotion Knowledge into Vision Language Models.&nbsp;In&nbsp;'''''Proceedings of IJCNN 2025''''',&nbsp;Accepted</span></span>
+#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Yiqun Niu, Zhongheng Wu, and Chongjun Wang. Memory-Enhanced Cognitive Planning: A Framework for Improving Long-Term Planning in LLMs[C]. In &nbsp;'''''Proceedings of International Conference on Intelligent Computing''''', 2025.</span></span>
-#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Changhong Xia and etc.&nbsp;step-Aware Confidence Estimation in Natural Language Reasoning.&nbsp;In&nbsp;'''''Proceedings of IJCNN 2025''''',&nbsp;Accepted</span></span>
+#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Ming Guo, Feng Chen, Chongjun Wang. Temporal spatial semantic fusion network for audio-visual zero-shot learning [J]. '''''Intelligent Data Analysis''''', 2025.</span></span>
-#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Shuwei Qian and etc.&nbsp;TIMM: A Type-Induced Missing-aware Mixture-of-Experts Model for Imputing Missing Modalities .&nbsp;In&nbsp;'''''Proceedings of IJCNN 2025''''',&nbsp;Accepted</span></span>
+#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Ming Guo, Feng Chen, Chongjun Wang. Unified multi-modal aggregated-masked diffusion network for MRI synthesis with modality missing [C]. In '''''Proceedings of International Conference on Neural Information Processing''''', 2025.</span></span>
-#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Shuangjie Li, etc. Graph Neural Networks with Coarse- and Fine-Grained Division for Mitigating Label Sparsity and Noise Learning Systems. '''''Neural Networks'''''[J],&nbsp;Accepted</span></span>
+#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Shuangjie Li, Baoming Zhang, Jianqing Song, Gaoli Ruan, Chongjun Wang, Junyuan Xie. TGSL: trade-off graph structure learning via multifaceted graph information bottleneck [J]. '''''Neural Networks''''', 2025, 194: 108125.</span></span>
-#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Changfeng Ma,&nbsp;Ran Bi,&nbsp;Jie Guo,&nbsp;Chongjun Wang,&nbsp;Yanwen Guo.&nbsp;Sparse Point Cloud Patches Rendering via Splitting 2D Gaussians.&nbsp;In&nbsp;'''''Proceedings of CVPR&nbsp;2025''''',&nbsp;Accepted</span></span>
+#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Qiangqiang He, Shuwei Qian, Chongjun Wang. FastVDT: fast transformer with optimized attention masks and positional encoding for visual dialogue [J]. '''''IET Computer Vision''''', 2025, 19(1).</span></span>
-#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Jie Zhang, Yirong Yao, &nbsp;Wei He, Yiqun Niu, Chongjun Wang. Regret Optimization Experience Replay in Off-policy Reinforcement Learning.</span></span><span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">&nbsp;In&nbsp;'''''Proceedings of ICASSP 2025''''',&nbsp;Accepted</span></span>
+#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Haoyang Chen, Hengyang Lu, Yi Xin, Dian Kong, Chongjun Wang. Towards emotional insights in art: a knowledge-driven framework integrating artistic emotion knowledge into vision language models [C]. In '''''Proceedings of International Joint Conference on Neural Networks''''', 2025.</span></span>
-#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">QIang Qiang He, Shu Wei Qian, Jie Zhang, Chongjun Wang.&nbsp;Inference Retrieval-Augmented Multi-Modal Chain-of-Thoughts Reasoning for Language Models.</span></span>&nbsp;<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">In&nbsp;'''''Proceedings of ICASSP 2025''''',&nbsp;Accepted</span></span>
+#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Changhong Xia, Zhendong Liu, Feng Chen, Haodi Zhou, Chongjun Wang. Step-aware confidence estimation in natural language reasoning [C]. In '''''Proceedings of International Joint Conference on Neural Networks''''', 2025.</span></span>
-#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Haoyang Chen, Yi Xin, etc.&nbsp;KNOWLEDGE IS POWERFUL: ART KNOWLEDGE-DRIVEN FRAMEWORK FOR PAINTING STYLE CLASSIFICATION INTEGRATING MULTIMODAL KNOWLEDGE.</span></span>&nbsp;<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">In&nbsp;'''''Proceedings of ICASSP 2025''''',&nbsp;Accepted</span></span>
+#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Shuwei Qian, Zhicheng Fan, Qiangqiang He, Chongjun Wang. TIMM: a type-induced missing-aware mixture-of-experts model for imputing missing modalities [C]. In Proceedings of International Joint Conference on '''''Neural Networks''''', 2025.</span></span>
-#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Baoming Zhang, MingCai Chen, Jianqing Song, Shuangjie Li, Jie Zhang, Chongjun Wang. Normalize then Propagate: Efficient Homophilous Regularization for Few-shot Semi-Supervised Node Classification. In&nbsp;'''''Proceedings of AAAI 2025''''',&nbsp;Accepted</span></span>
+#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Shuangjie Li, Baoming Zhang, Jianqing Song, Gaoli Ruan, Chongjun Wang, Junyuan Xie. Graph neural networks with coarse- and fine-grained division for mitigating label noise and sparsity [J]. '''''Neural Networks''''', 2025, 187: 107338.</span></span>
-#<span style="font-size:medium;"><span style="font-family:Times New Roman,Times,serif;">MingCai Chen, Yuntao Du., Wenyu Jiang, Baoming Zhang, Shuai Feng, Yi Xin, Chongjun Wang. Robust Logit Adjustment for Learning with Long-Tailed Noisy Data</span></span><span style="font-size:medium;"><span style="font-family:Times New Roman,Times,serif;">.&nbsp;</span></span><span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">In&nbsp;'''''Proceedings of AAAI 2025''''',&nbsp;Accepted</span></span>
+#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Changfeng Ma, Ran Bi, Jie Guo, Chongjun Wang, Yanwen Guo. Sparse point cloud patches rendering via splitting 2D gaussians [C]. In '''''Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition''''', 2025.</span></span>
-#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Yuntao Du, Siqi Luo, yi Xin, MingCai Chen, Shuai Feng, Mujie Zhang, Chongjun Wang. Multi-source Fully Test-Time Adaptation[J]. '''Neural Networks''', 2025(181): 106661</span></span>
+#<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Jie Zhang, Yirong Yao, Wei He, Yiqun Niu, Chongjun Wang. Regret optimization experience replay in off-policy reinforcement learning [C]. In '''''Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing''''', 2025.</span></span>
 <p style="text-align:center"><span style="font-family:Times New Roman,Times,serif"><span style="font-size:larger">2024</span></span></p>
 #<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Song J., etc. Similarity-Navigated Conformal Prediction for Graph Neural Networks. In&nbsp;'''''Proceedings of NIPS 2024''''',&nbsp;Accepted</span></span>

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 '''<span style="font-family:微软雅黑; font-size:medium">Selected Paper</span>'''
 <p style="text-align:center"><span style="font-family:Times New Roman,Times,serif"><span style="font-size:larger">2025</span></span></p>
 #<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Haoyang Chen and etc.&nbsp;Towards Emotional Insights in Art: A Knowledge-Driven Framework Integrating Artistic Emotion Knowledge into Vision Language Models.&nbsp;In&nbsp;'''''Proceedings of IJCNN 2025''''',&nbsp;Accepted</span></span>
 #<span style="font-family:Times New Roman,Times,serif;"><span style="font-size:medium;">Changhong Xia and etc.&nbsp;step-Aware Confidence Estimation in Natural Language Reasoning.&nbsp;In&nbsp;'''''Proceedings of IJCNN 2025''''',&nbsp;Accepted</span></span>

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