/papers-and-docs

  • 【PDF】ChatGPT是怎样炼成的

  • PART 01 -人工智能的起源 / PART 02 -ChatGPT是什么？ / PART 03 -神经网络概况

  • PART 04 -潜心发展的GPT系列 / PART 05 -一鸣惊人的ChatGPT / PART 06 -未来趋势：多模态

  • Download full documentation【89 pages】

  • [CIKM 2022] TrajFormer: Efficient Trajectory Classification with Transformers

    Yuxuan Liang, Kun Ouyang, Yiwei Wang, Xu Liu, Hongyang Chen, Junbo Zhang, Yu Zheng, and Roger Zimmermann [Paper]

  • [SIGMOD 2022] Sevi: Speech-to-Visualization through Neural Machine Translation

    Jiawei Tang, Yuyu Luo, Mourad Ouzzani, Guoliang Li, Hongyang Chen [Paper]

  • [Briefings in Bioinformatics, 2022] Deep generative modeling and clustering of single cell Hi-C data

    Qiao Liu, Wanwen Zeng, Wei Zhang, Sicheng Wang, Hongyang Chen, Rui Jiang, Mu Zhou, Shaoting Zhang [Paper]

  • [IEEE Transactions on Knowledge and Data Engineering, 2022] Mixed-Order Relation-Aware Recurrent Neural Networks for Spatio-Temporal Forecasting

    Yuxuan Liang, Kun Ouyang, Yiwei Wang, Zheyi Pan, Yifang Yin, Hongyang Chen, Junbo Zhang, Yu Zheng, David S. Rosenblum, Roger Zimmermann [Paper]

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  • [Scientific reports, 2022] Deep Graph Level Anomaly Detection with Contrastive Learning

    Xuexiong Luo, Jia Wu, Jian Yang, Shan Xue, Hao Peng, Chuan Zhou, Hongyang Chen, Zhao Li, and Quan Z. Sheng [Paper]

  • [AAAI 2023] SSPAttack: A Simple and Sweet Paradigm for Black-box Hard-label Textual Adversarial Attack

    Han Liu, Zhi Xu, Xiaotong Zhang, Xiaoming Xu, Feng Zhang, Fenglong Ma, Hongyang Chen, Hong Yu, Xianchao Zhang

  • [AAAI 2023] Boosting Few-shot Text Classification via Distribution Estimation

    Han Liu, Feng Zhang, Xiaotong Zhang, Siyang Zhao, Fenglong Ma, Xiao-Ming Wu, Hongyang Chen, Hong Yu, Xianchao Zhang

  • [SIGMOD 2023] Efficient Resistance Distance Computation: the Power of Landmark-based Approaches

    Meihao Liao, Ronghua Li, Qiangqiang Dai, Hongyang Chen, Hongchao Qin, Guoren Wang