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Hao Tian

Sichuan University

Graph Kernels Based on Multi-scale Graph Embeddings



Wei Ye , Hao Tian , Qijun Chen

* 14 pages 

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ERNIE-Search: Bridging Cross-Encoder with Dual-Encoder via Self On-the-fly Distillation for Dense Passage Retrieval



Yuxiang Lu , Yiding Liu , Jiaxiang Liu , Yunsheng Shi , Zhengjie Huang , Shikun Feng Yu Sun , Hao Tian , Hua Wu , Shuaiqiang Wang , Dawei Yin , Haifeng Wang


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Accurate ADMET Prediction with XGBoost



Hao Tian , Rajas Ketkar , Peng Tao


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ERNIE-SPARSE: Learning Hierarchical Efficient Transformer Through Regularized Self-Attention



Yang Liu , Jiaxiang Liu , Li Chen , Yuxiang Lu , Shikun Feng , Zhida Feng , Yu Sun , Hao Tian , Hua Wu , Haifeng Wang


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Indicative Image Retrieval: Turning Blackbox Learning into Grey



Xulu Zhang , Zhenqun Yang , Hao Tian , Qing Li , Xiaoyong Wei


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ERNIE-ViLG: Unified Generative Pre-training for Bidirectional Vision-Language Generation



Han Zhang , Weichong Yin , Yewei Fang , Lanxin Li , Boqiang Duan , Zhihua Wu , Yu Sun , Hao Tian , Hua Wu , Haifeng Wang

* 15 pages, 7 figures 

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ERNIE 3.0 Titan: Exploring Larger-scale Knowledge Enhanced Pre-training for Language Understanding and Generation



Shuohuan Wang , Yu Sun , Yang Xiang , Zhihua Wu , Siyu Ding , Weibao Gong , Shikun Feng , Junyuan Shang , Yanbin Zhao , Chao Pang , Jiaxiang Liu , Xuyi Chen , Yuxiang Lu , Weixin Liu , Xi Wang , Yangfan Bai , Qiuliang Chen , Li Zhao , Shiyong Li , Peng Sun , Dianhai Yu , Yanjun Ma , Hao Tian , Hua Wu , Tian Wu , Wei Zeng , Ge Li , Wen Gao , Haifeng Wang

* arXiv admin note: text overlap with arXiv:2107.02137 

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Do What Nature Did To Us: Evolving Plastic Recurrent Neural Networks For Task Generalization



Fan Wang , Hao Tian , Haoyi Xiong , Hua Wu , Yang Cao , Yu Kang , Haifeng Wang


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Reinforcement Learning with Evolutionary Trajectory Generator: A General Approach for Quadrupedal Locomotion



Haojie Shi , Bo Zhou , Hongsheng Zeng , Fan Wang , Yueqiang Dong , Jiangyong Li , Kang Wang , Hao Tian , Max Q. -H. Meng


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