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Junchi Yan

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Machine Learning Insides OptVerse AI Solver: Design Principles and Applications

Jan 17, 2024
Xijun Li, Fangzhou Zhu, Hui-Ling Zhen, Weilin Luo, Meng Lu, Yimin Huang, Zhenan Fan, Zirui Zhou, Yufei Kuang, Zhihai Wang, Zijie Geng, Yang Li, Haoyang Liu, Zhiwu An, Muming Yang, Jianshu Li, Jie Wang, Junchi Yan, Defeng Sun, Tao Zhong, Yong Zhang, Jia Zeng, Mingxuan Yuan, Jianye Hao, Jun Yao, Kun Mao

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A Synchronized Layer-by-layer Growing Approach for Plausible Neuronal Morphology Generation

Jan 17, 2024
Nianzu Yang, Kaipeng Zeng, Haotian Lu, Yexin Wu, Zexin Yuan, Shengdian Jiang, Jiaxiang Wu, Yimin Wang, Junchi Yan

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LaneSegNet: Map Learning with Lane Segment Perception for Autonomous Driving

Dec 26, 2023
Tianyu Li, Peijin Jia, Bangjun Wang, Li Chen, Kun Jiang, Junchi Yan, Hongyang Li

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Machine Learning for the Multi-Dimensional Bin Packing Problem: Literature Review and Empirical Evaluation

Dec 13, 2023
Wenjie Wu, Changjun Fan, Jincai Huang, Zhong Liu, Junchi Yan

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Open-sourced Data Ecosystem in Autonomous Driving: the Present and Future

Dec 06, 2023
Hongyang Li, Yang Li, Huijie Wang, Jia Zeng, Pinlong Cai, Huilin Xu, Dahua Lin, Junchi Yan, Feng Xu, Lu Xiong, Jingdong Wang, Futang Zhu, Kai Yan, Chunjing Xu, Tiancai Wang, Beipeng Mu, Shaoqing Ren, Zhihui Peng, Yu Qiao

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Rethinking Urban Mobility Prediction: A Super-Multivariate Time Series Forecasting Approach

Dec 04, 2023
Jinguo Cheng, Ke Li, Yuxuan Liang, Lijun Sun, Junchi Yan, Yuankai Wu

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Unified Batch Normalization: Identifying and Alleviating the Feature Condensation in Batch Normalization and a Unified Framework

Nov 27, 2023
Shaobo Wang, Xiangdong Zhang, Junchi Yan

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Point2RBox: Combine Knowledge from Synthetic Visual Patterns for End-to-end Oriented Object Detection with Single Point Supervision

Nov 23, 2023
Yu Yi, Xue Yang, Qingyun Li, Feipeng Da, Junchi Yan, Jifeng Dai, Yu Qiao

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PointOBB: Learning Oriented Object Detection via Single Point Supervision

Nov 23, 2023
Junwei Luo, Xue Yang, Yi Yu, Qingyun Li, Junchi Yan, Yansheng Li

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Rethinking and Benchmarking Predict-then-Optimize Paradigm for Combinatorial Optimization Problems

Nov 19, 2023
Haoyu Geng, Hang Ruan, Runzhong Wang, Yang Li, Yang Wang, Lei Chen, Junchi Yan

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