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2020 – today
- 2024
[j3]Tong Xie
, Yuwei Wan, Haoran Wang, Ina Østrøm, Shaozhou Wang, Mingrui He, Rong Deng, Xinyuan Wu, Clara Grazian, Chunyu Kit, Bram Hoex:
Opinion Mining by Convolutional Neural Networks for Maximizing Discoverability of Nanomaterials. J. Chem. Inf. Model. 64(7): 2746-2759 (2024)- [j2]Tong Xie, Yuwei Wan, Yufei Zhou, Wei Huang, Yixuan Liu, Qingyuan Linghu, Shaozhou Wang, Chunyu Kit, Clara Grazian, Wenjie Zhang, Bram Hoex:
Creation of a structured solar cell material dataset and performance prediction using large language models. Patterns 5(5): 100955 (2024) - [j1]Tong Xie, Haoyu Li, Andrew Bai, Cho-Jui Hsieh:
Data Attribution for Diffusion Models: Timestep-induced Bias in Influence Estimation. Trans. Mach. Learn. Res. 2024 (2024) - [c3]Tong Xie, Yixuan Hu, Renjie Wei, Meng Li, Yuan Wang, Runsheng Wang, Ru Huang:
ASCEND: Accurate yet Efficient End-to-End Stochastic Computing Acceleration of Vision Transformer. DATE 2024: 1-6 - [c2]Boyuan Zhang, Shuyuan Zhu, Tong Xie, Xibang Yang, Yahui Liu, Bing Zeng:
Filamentary Convolution for Spoken Language Identification: A Brain-Inspired Approach. ICASSP 2024: 9926-9930 - [i8]Tong Xie, Haoyu Li, Andrew Bai, Cho-Jui Hsieh:
Data Attribution for Diffusion Models: Timestep-induced Bias in Influence Estimation. CoRR abs/2401.09031 (2024) - [i7]Tong Xie, Yixuan Hu, Renjie Wei, Meng Li, Yuan Wang, Runsheng Wang, Ru Huang:
ASCEND: Accurate yet Efficient End-to-End Stochastic Computing Acceleration of Vision Transformer. CoRR abs/2402.12820 (2024) - [i6]Yanpeng Ye, Jie Ren, Shaozhou Wang, Yuwei Wan, Imran Razzak, Tong Xie, Wenjie Zhang:
Construction of Functional Materials Knowledge Graph in Multidisciplinary Materials Science via Large Language Model. CoRR abs/2404.03080 (2024) - [i5]Yuwei Wan, Aswathy Ajith, Yixuan Liu, Ke Lu, Clara Grazian, Bram Hoex, Wenjie Zhang, Chunyu Kit, Tong Xie, Ian T. Foster:
SciQAG: A Framework for Auto-Generated Scientific Question Answering Dataset with Fine-grained Evaluation. CoRR abs/2405.09939 (2024) - [i4]Di Zhang, Jianbo Wu, Jingdi Lei, Tong Che, Jiatong Li, Tong Xie, Xiaoshui Huang, Shufei Zhang, Marco Pavone, Yuqiang Li, Wanli Ouyang, Dongzhan Zhou:
LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning. CoRR abs/2410.02884 (2024) - 2023
- [i3]Tong Xie, Yuwei Wan, Wei Huang, Yufei Zhou, Yixuan Liu, Qingyuan Linghu, Shaozhou Wang, Chunyu Kit, Clara Grazian, Wenjie Zhang, Bram Hoex:
Large Language Models as Master Key: Unlocking the Secrets of Materials Science with GPT. CoRR abs/2304.02213 (2023) - [i2]Tong Xie, Yuwei Wan, Wei Huang, Zhenyu Yin, Yixuan Liu, Shaozhou Wang, Qingyuan Linghu, Chunyu Kit, Clara Grazian, Wenjie Zhang, Imran Razzak, Bram Hoex:
DARWIN Series: Domain Specific Large Language Models for Natural Science. CoRR abs/2308.13565 (2023) - 2022
- [c1]Tong Xie, Zizhuo Wang:
Personalized Assortment Optimization Under Consumer Choice Models with Local Network Effects. WINE 2022: 374 - [i1]Tong Xie, Yuwei Wan, Weijian Li, Qingyuan Linghu, Shaozhou Wang, Yalun Cai, Han Liu, Chunyu Kit, Clara Grazian, Bram Hoex:
Interdisciplinary Discovery of Nanomaterials Based on Convolutional Neural Networks. CoRR abs/2212.02805 (2022)
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