Title
A Survey on Point-of-Interest Recommendation: Models, Architectures, and Security Qianru Zhang Peng Yang Junliang Yu Haixin Wang Xingwei He Siu-Ming Yiu Hongzhi Yin 57 2 0 03 Oct 2024
TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding Hanshi Sun Zhuoming Chen Xinyu Yang Yuandong Tian Beidi Chen 65 55 0 18 Apr 2024
SRNDiff: Short-term Rainfall Nowcasting with Condition Diffusion Model Xudong Ling Chaorong Li Fengqing Qin Peng Yang Yuanyuan Huang DiffM AI4Cl 62 5 0 21 Feb 2024
Temporal Data Meets LLM -- Explainable Financial Time Series Forecasting Xinli Yu Zheng Chen Yuan Ling Shujing Dong Zongying Liu Yanbin Lu AIFin AI4TS 142 70 0 19 Jun 2023
Automated Spatio-Temporal Graph Contrastive Learning Qianru Zhang Chao Huang Lianghao Xia Zheng Wang Zhonghang Li Siu-keung Yiu AI4TS 21 43 0 06 May 2023
Predicting Human Mobility via Self-supervised Disentanglement Learning Qiang Gao Jinyung Hong Xovee Xu Ping Kuang Fan Zhou Goce Trajcevski 41 12 0 17 Nov 2022
Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics Jiawei Jiang Dayan Pan Houxing Ren Xiaohan Jiang Chao Li Jingyuan Wang AI4TS 43 66 0 17 Nov 2022
Pangu-Weather: A 3D High-Resolution Model for Fast and Accurate Global Weather Forecast Kaifeng Bi Lingxi Xie Hengheng Zhang Xin Chen Xiaotao Gu Qi Tian AI4Cl 43 157 0 03 Nov 2022
PromptCast: A New Prompt-based Learning Paradigm for Time Series Forecasting Hao Xue Flora D.Salim AI4TS 66 144 0 20 Sep 2022
Learning Trajectory-Aware Transformer for Video Super-Resolution Chengxu Liu Huan Yang Jianlong Fu Xueming Qian ViT 50 83 0 08 Apr 2022
ST-MoE: Designing Stable and Transferable Sparse Expert Models Barret Zoph Irwan Bello Sameer Kumar Nan Du Yanping Huang J. Dean Noam M. Shazeer W. Fedus MoE 107 191 0 17 Feb 2022
Multi-Graph Fusion Networks for Urban Region Embedding Shangbin Wu Xu Yan Xiaoliang Fan Shirui Pan Shichao Zhu Chuanpan Zheng Ming Cheng Cheng-i Wang 16 45 0 24 Jan 2022
Spatial-Temporal Sequential Hypergraph Network for Crime Prediction with Dynamic Multiplex Relation Learning Lianghao Xia Chao Huang Yong-mei Xu Peng Dai Liefeng Bo Xiyue Zhang Tianyi Chen AI4TS 39 66 0 07 Jan 2022
Learning to Prompt for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VPVLM CLIP VLM 420 2,340 0 02 Sep 2021
When Do Contrastive Learning Signals Help Spatio-Temporal Graph Forecasting? Xu Liu Yuxuan Liang Chao Huang Yu Zheng Bryan Hooi Roger Zimmermann AI4TS 32 60 0 26 Aug 2021
Z-GCNETs: Time Zigzags at Graph Convolutional Networks for Time Series Forecasting Yuzhou Chen I. Segovia-Dominguez Yulia R. Gel AI4TS 38 138 0 10 May 2021
AST-GCN: Attribute-Augmented Spatiotemporal Graph Convolutional Network for Traffic Forecasting Jiawei Zhu Chao Tao Hanhan Deng Ling Zhao Qiongjie Wang Tao Lin Haifeng Li GNN AI4TS 36 124 0 22 Nov 2020
Geography-Aware Self-Supervised Learning Kumar Ayush Burak Uzkent Chenlin Meng Kumar Tanmay Marshall Burke David B. Lobell Stefano Ermon SSL 51 231 0 19 Nov 2020
Simple and Deep Graph Convolutional Networks Ming Chen Zhewei Wei Zengfeng Huang Bolin Ding Yaliang Li GNN 72 1,466 0 04 Jul 2020
Self-supervised Learning: Generative or Contrastive Xiao Liu Fanjin Zhang Zhenyu Hou Zhaoyu Wang Li Mian Jing Zhang Jie Tang SSL 83 1,604 0 15 Jun 2020
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations Zhenzhong Lan Mingda Chen Sebastian Goodman Kevin Gimpel Piyush Sharma Radu Soricut SSL AIMat 232 6,420 0 26 Sep 2019
KG-BERT: BERT for Knowledge Graph Completion Liang Yao Chengsheng Mao Yuan Luo SLR 42 582 0 07 Sep 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 336 24,160 0 26 Jul 2019
Deep Learning for Spatio-Temporal Data Mining: A Survey Senzhang Wang Jiannong Cao Philip S. Yu AI4TS 31 559 0 11 Jun 2019
Unsupervised Embedding Learning via Invariant and Spreading Instance Feature Mang Ye Xu-Yao Zhang PongChi Yuen Shih-Fu Chang SSL 48 580 0 06 Apr 2019
Invariant Information Clustering for Unsupervised Image Classification and Segmentation Xu Ji João F. Henriques Andrea Vedaldi SSL VLM 48 844 0 17 Jul 2018
Sequence-to-Sequence Models Can Directly Translate Foreign Speech Ron J. Weiss J. Chorowski Navdeep Jaitly Yonghui Wu Zhiwen Chen 64 341 0 24 Mar 2017
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 313 27,205 0 01 Sep 2014