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Mingli Song

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A Comprehensive Survey of Dynamic Graph Neural Networks: Models, Frameworks, Benchmarks, Experiments and Challenges

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May 01, 2024
ZhengZhao Feng, Rui Wang, TianXing Wang, Mingli Song, Sai Wu, Shuibing He

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Simple Graph Condensation

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Mar 22, 2024
Zhenbang Xiao, Yu Wang, Shunyu Liu, Huiqiong Wang, Mingli Song, Tongya Zheng

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On the Concept Trustworthiness in Concept Bottleneck Models

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Mar 21, 2024
Qihan Huang, Jie Song, Jingwen Hu, Haofei Zhang, Yong Wang, Mingli Song

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Training-Free Pretrained Model Merging

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Mar 15, 2024
Zhengqi Xu, Ke Yuan, Huiqiong Wang, Yong Wang, Mingli Song, Jie Song

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Advantage-Aware Policy Optimization for Offline Reinforcement Learning

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Mar 12, 2024
Yunpeng Qing, Shunyu liu, Jingyuan Cong, Kaixuan Chen, Yihe Zhou, Mingli Song

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COLA: Cross-city Mobility Transformer for Human Trajectory Simulation

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Mar 04, 2024
Yu Wang, Tongya Zheng, Yuxuan Liang, Shunyu Liu, Mingli Song

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Improved Regret for Bandit Convex Optimization with Delayed Feedback

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Feb 14, 2024
Yuanyu Wan, Chang Yao, Mingli Song, Lijun Zhang

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Nearly Optimal Regret for Decentralized Online Convex Optimization

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Feb 14, 2024
Yuanyu Wan, Tong Wei, Mingli Song, Lijun Zhang

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Angle Robustness Unmanned Aerial Vehicle Navigation in GNSS-Denied Scenarios

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Feb 04, 2024
Yuxin Wang, Zunlei Feng, Haofei Zhang, Yang Gao, Jie Lei, Li Sun, Mingli Song

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Disentangled Condensation for Large-scale Graphs

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Jan 18, 2024
Zhenbang Xiao, Shunyu Liu, Yu Wang, Tongya Zheng, Mingli Song

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