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DeePKS+ABACUS as a Bridge between Expensive Quantum Mechanical Models and Machine Learning Potentials


Jun 21, 2022
Wenfei Li, Qi Ou, Yixiao Chen, Yu Cao, Renxi Liu, Chunyi Zhang, Daye Zheng, Chun Cai, Xifan Wu, Han Wang, Mohan Chen, Linfeng Zhang


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Learning Optimal Flows for Non-Equilibrium Importance Sampling


Jun 20, 2022
Yu Cao, Eric Vanden-Eijnden


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Interpretable Proof Generation via Iterative Backward Reasoning


May 24, 2022
Hanhao Qu, Yu Cao, Jun Gao, Liang Ding, Ruifeng Xu

* NAACL-HLT 2022 (Long), 14 pages (2 page references + 3 page appendix) 

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Phrase-level Textual Adversarial Attack with Label Preservation


May 24, 2022
Yibin Lei, Yu Cao, Dianqi Li, Tianyi Zhou, Meng Fang, Mykola Pechenizkiy

* NAACL-HLT 2022 Findings (Long), 9 pages + 2 pages references + 8 pages appendix 

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COIN: Communication-Aware In-Memory Acceleration for Graph Convolutional Networks


May 15, 2022
Sumit K. Mandal, Gokul Krishnan, A. Alper Goksoy, Gopikrishnan Ravindran Nair, Yu Cao, Umit Y. Ogras

* Mandal, Sumit K., et al. "COIN: Communication-Aware In-Memory Acceleration for Graph Convolutional Networks." IEEE Journal on Emerging and Selected Topics in Circuits and Systems (2022) 

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A Model-Agnostic Data Manipulation Method for Persona-based Dialogue Generation


Apr 21, 2022
Yu Cao, Wei Bi, Meng Fang, Shuming Shi, Dacheng Tao

* Accepted to ACL 2022 (long paper) 

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Bridging Cross-Lingual Gaps During Leveraging the Multilingual Sequence-to-Sequence Pretraining for Text Generation


Apr 16, 2022
Changtong Zan, Liang Ding, Li Shen, Yu Cao, Weifeng Liu, Dacheng Tao


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Dual-CLVSA: a Novel Deep Learning Approach to Predict Financial Markets with Sentiment Measurements


Jan 27, 2022
Jia Wang, Hongwei Zhu, Jiancheng Shen, Yu Cao, Benyuan Liu

* 8 pages, 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA). IEEE, 2021 

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A Knowledge-Based Decision Support System for In Vitro Fertilization Treatment


Jan 27, 2022
Xizhe Wang, Ning Zhang, Jia Wang, Jing Ni, Xinzi Sun, John Zhang, Zitao Liu, Yu Cao, Benyuan Liu

* 8 pages, 2020 IEEE International Conference on E-health Networking, Application & Services (HEALTHCOM). IEEE, 2021 

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Swin-Pose: Swin Transformer Based Human Pose Estimation


Jan 19, 2022
Zinan Xiong, Chenxi Wang, Ying Li, Yan Luo, Yu Cao


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