Deep Neural Networks for Knowledge-Enhanced Molecular Modeling
Published in Neurocomputing, 2024
Siyu Long, Jianyu Wu, Yi Zhou, Fan Sha, Xinyu Dai
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Mol-AE: Auto-Encoder Based Molecular Representation Learning With 3D Cloze Test Objective
Published in ICML, 2024
Junwei Yang, Kangjie Zheng, Siyu Long, Zaiqing Nie, Ming Zhang, Xinyu Dai, Wei-Ying Ma, Hao Zhou
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ESM All-Atom: Multi-scale Protein Language Model for Unified Molecular Modeling
Published in ICML, 2024
Siyu Long∗, Kangjie Zheng∗, Tianyu Lu, Junwei Yang, Xinyu Dai, Ming Zhang, Zaiqing Nie, Wei-Ying Ma, Hao Zhou (* equal contribution)
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Zero-Shot 3D Drug Design by Sketching and Generating
Published in NeurIPS(spotlight), 2022
Siyu Long, Yi Zhou, Xinyu Dai, Hao Zhou
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Learning from Adjective-Noun Pairs: A Knowledge-enhanced Framework for Target-Oriented Multimodal Sentiment Classification
Published in COLING, 2022
Fei Zhao, Zhen Wu, Siyu Long, Xinyu Dai, Shujian Huang and Jiajun CHEN
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Meta-LMTC: Meta-Learning for Large-Scale Multi-Label Text Classification
Published in EMNLP, 2021
Ran Wang, Xi’ao Su, Siyu Long, Xinyu Dai, Shujian Huang, Jiajun Chen
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Synonym Knowledge Enhanced Reader for Chinese Idiom Reading Comprehension
Published in COLING(oral), 2020
Siyu Long∗, Ran Wang∗, Kun Tao, Jiali Zeng, Xin-Yu Dai (* equal contribution)
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BED: Bi-Encoder-Decoder Model for Canonical Relation Extraction
Published in arXiv, 2020
Nantao Zheng, Siyu Long, Xinyu Dai
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