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Diffusion-based Reinforcement Learning via Q-weighted Variational Policy Optimization 预印本
2024
作者:  Ding, Shutong;  Hu, Ke;  Zhang, Zhenhao;  Ren, Kan;  Zhang, Weinan
Adobe PDF(1382Kb)  |  收藏  |  浏览/下载:109/7  |  提交时间:2024/06/17
Automated Contrastive Learning Strategy Search for Time Series 预印本
2024
作者:  Jing, Baoyu;  Wang, Yansen;  Sui, Guoxin;  Hong, Jing;  He, Jingrui
收藏  |  浏览/下载:97/0  |  提交时间:2024/05/15
CASPER: Causality-Aware Spatiotemporal Graph Neural Networks for Spatiotemporal Time Series Imputation 预印本
2024
作者:  Jing, Baoyu;  Zhou, Dawei;  Ren, Kan;  Yang, Carl
收藏  |  浏览/下载:103/0  |  提交时间:2024/05/15
Benchmarking Data Science Agents 预印本
2024
作者:  Zhang, Yuge;  Jiang, Qiyang;  Han, Xingyu;  Chen, Nan;  Yang, Yuqing
收藏  |  浏览/下载:3/0  |  提交时间:2024/11/11
EEGFormer: Towards Transferable and Interpretable Large-Scale EEG Foundation Model 预印本
2024
作者:  Chen, Yuqi;  Ren, Kan;  Song, Kaitao;  Wang, Yansen;  Wang, Yifan
收藏  |  浏览/下载:100/0  |  提交时间:2024/06/03
VisEval: A Benchmark for Data Visualization in the Era of Large Language Models 期刊论文
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2024, 卷号: PP, 期号: 99
作者:  Chen, Nan;  Zhang, Yuge;  Xu, Jiahang;  Ren, Kan;  Yang, Yuqing
Adobe PDF(16656Kb)  |  收藏  |  浏览/下载:45/4  |  提交时间:2024/10/11
Benchmarking Data Science Agents 会议论文
PROCEEDINGS OF THE ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, Bangkok, Thailand, August 11, 2024 - August 16, 2024
作者:  Zhang, Yuge;  Jiang, Qiyang;  Han, Xingyu;  Chen, Nan;  Yang, Yuqing
收藏  |  浏览/下载:53/0  |  提交时间:2024/10/11
MLCopilot: Unleashing the Power of Large Language Models in Solving Machine Learning Tasks 会议论文
EACL 2024 - 18TH CONFERENCE OF THE EUROPEAN CHAPTER OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, PROCEEDINGS OF THE CONFERENCE, St. Julian�s, Malta, March 17, 2024 - March 22, 2024
作者:  Zhang, Lei;  Zhang, Yuge;  Ren, Kan;  Li, Dongsheng;  Yang, Yuqing
收藏  |  浏览/下载:109/0  |  提交时间:2024/04/26
CNN KERNELS CAN BE THE BEST SHAPELETS 会议论文
12TH INTERNATIONAL CONFERENCE ON LEARNING REPRESENTATIONS, ICLR 2024, Hybrid, Vienna, Austria, May 7, 2024 - May 11, 2024
作者:  Qu, Eric;  Wang, Yansen;  Luo, Xufang;  He, Wenqiang;  Ren, Kan
收藏  |  浏览/下载:69/0  |  提交时间:2024/08/23