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Yan Zheng

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Masked Graph Transformer for Large-Scale Recommendation

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May 07, 2024
Huiyuan Chen, Zhe Xu, Chin-Chia Michael Yeh, Vivian Lai, Yan Zheng, Minghua Xu, Hanghang Tong

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SheetAgent: A Generalist Agent for Spreadsheet Reasoning and Manipulation via Large Language Models

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Mar 06, 2024
Yibin Chen, Yifu Yuan, Zeyu Zhang, Yan Zheng, Jinyi Liu, Fei Ni, Jianye Hao

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Random Projection Layers for Multidimensional Time Series Forecasting

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Feb 29, 2024
Chin-Chia Michael Yeh, Yujie Fan, Xin Dai, Vivian Lai, Prince Osei Aboagye, Junpeng Wang, Huiyuan Chen, Yan Zheng, Zhongfang Zhuang, Liang Wang, Wei Zhang

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Enhancing Robotic Manipulation with AI Feedback from Multimodal Large Language Models

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Feb 22, 2024
Jinyi Liu, Yifu Yuan, Jianye Hao, Fei Ni, Lingzhi Fu, Yibin Chen, Yan Zheng

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Uni-RLHF: Universal Platform and Benchmark Suite for Reinforcement Learning with Diverse Human Feedback

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Feb 04, 2024
Yifu Yuan, Jianye Hao, Yi Ma, Zibin Dong, Hebin Liang, Jinyi Liu, Zhixin Feng, Kai Zhao, Yan Zheng

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DiffuserLite: Towards Real-time Diffusion Planning

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Feb 02, 2024
Zibin Dong, Jianye Hao, Yifu Yuan, Fei Ni, Yitian Wang, Pengyi Li, Yan Zheng

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Bridging Evolutionary Algorithms and Reinforcement Learning: A Comprehensive Survey

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Jan 22, 2024
Pengyi Li, Jianye Hao, Hongyao Tang, Xian Fu, Yan Zheng, Ke Tang

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PUPAE: Intuitive and Actionable Explanations for Time Series Anomalies

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Jan 16, 2024
Audrey Der, Chin-Chia Michael Yeh, Yan Zheng, Junpeng Wang, Zhongfang Zhuang, Liang Wang, Wei Zhang, Eamonn J. Keogh

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Has Your Pretrained Model Improved? A Multi-head Posterior Based Approach

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Jan 15, 2024
Prince Aboagye, Yan Zheng, Junpeng Wang, Uday Singh Saini, Xin Dai, Michael Yeh, Yujie Fan, Zhongfang Zhuang, Shubham Jain, Liang Wang, Wei Zhang

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OVD-Explorer: Optimism Should Not Be the Sole Pursuit of Exploration in Noisy Environments

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Dec 20, 2023
Jinyi Liu, Zhi Wang, Yan Zheng, Jianye Hao, Chenjia Bai, Junjie Ye, Zhen Wang, Haiyin Piao, Yang Sun

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