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• Easy Begun Is Half Done: Spatial-Temporal Graph Modeling with ST-Curriculum Dropout

  Hongjun Wang, Jiyuan Chen, Tong Pan, Zipei Fan, Xuan Song, Renhe Jiang, Lingyu Zhang, Yi Xie, Zhongyi Wang, Boyuan Zhang

  4668-4675

  2023-06-26

• Back to the Future – Temporal Adaptation of Text Representations

  Johannes Bjerva, Wouter Kouw, Isabelle Augenstein

  7440-7447

  2020-04-03

• Towards a Rigorous Evaluation of Time-Series Anomaly Detection

  Siwon Kim, Kukjin Choi, Hyun-Soo Choi, Byunghan Lee, Sungroh Yoon

  7194-7201

  2022-06-28

• Time Series Supplier Allocation via Deep Black-Litterman Model

  Xinke Jiang, Wentao Zhang, Yuchen Fang, Xiaowei Gao, Hao Chen, Haoyu Zhang, Dingyi Zhuang, Jiayuan Luo

  11870-11878

  2025-04-11

• Uncovering Hidden Degeneration: A Physics-Guided Bidirectional Inference Framework for Industrial Time Series Prediction

  Xingwang Li, Fei Teng, Xin Wu, Qiang Duan

  23204-23211

  2026-03-14

• Echoless Label-Based Pre-computation for Memory-Efficient Heterogeneous Graph Learning

  Jun Hu, Shangheng Chen, Yufei He, Yuan Li, Bryan Hooi, Bingsheng He

  14865-14873

  2026-03-14

• Towards Semantics-Enhanced Pre-Training: Can Lexicon Definitions Help Learning Sentence Meanings?

  Xuancheng Ren, Xu Sun, Houfeng Wang, Qun Liu

  13736-13744

  2021-05-18

• Safe Planner: Empowering Safety Awareness in Large Pre-Trained Models for Robot Task Planning

  Siyuan Li, Feifan Liu, Lingfei Cui, Jiani Lu, Qinqin Xiao, Xirui Yang, Peng Liu, Kewu Sun, Zhe Ma, Xun Wang

  14619-14627

  2025-04-11

• Bridging the Gap between Pre-Training and Fine-Tuning for End-to-End Speech Translation

  Chengyi Wang, Yu Wu, Shujie Liu, Zhenglu Yang, Ming Zhou

  9161-9168

  2020-04-03

• JAKET: Joint Pre-training of Knowledge Graph and Language Understanding

  Donghan Yu, Chenguang Zhu, Yiming Yang, Michael Zeng

  11630-11638

  2022-06-28

• Cross-Lingual Natural Language Generation via Pre-Training

  Zewen Chi, Li Dong, Furu Wei, Wenhui Wang, Xian-Ling Mao, Heyan Huang

  7570-7577

  2020-04-03

• No-Regret Strategy Solving in Imperfect-Information Games via Pre-Trained Embedding

  Yanchang Fu, Shengda Liu, Pei Xu, Kaiqi Huang

  16906-16913

  2026-03-14

• Solving Large-Scale Pursuit-Evasion Games Using Pre-trained Strategies

  Shuxin Li, Xinrun Wang, Youzhi Zhang, Wanqi Xue, Jakub Černý, Bo An

  11586-11594

  2023-06-26

• Graphix-T5: Mixing Pre-trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing

  Jinyang Li, Binyuan Hui, Reynold Cheng, Bowen Qin, Chenhao Ma, Nan Huo, Fei Huang, Wenyu Du, Luo Si, Yongbin Li

  13076-13084

  2023-06-26

• Auto-PRE: An Automatic and Cost-Efficient Peer-Review Framework for Language Generation Evaluation

  Junjie Chen, Weihang Su, Zhumin Chu, Haitao Li, Yujia Zhou, Dingbo Yuan, Xudong Wang, Jun Zhou, Yiqun Liu, Min Zhang, Shaoping Ma, Qingyao Ai

  30235-30242

  2026-03-14

• Observe Before Play: Multi-Armed Bandit with Pre-Observations

  Jinhang Zuo, Xiaoxi Zhang, Carlee Joe-Wong

  7023-7030

  2020-04-03

• Video-Text Pre-training with Learned Regions for Retrieval

  Rui Yan, Mike Zheng Shou, Yixiao Ge, Jinpeng Wang, Xudong Lin, Guanyu Cai, Jinhui Tang

  3100-3108

  2023-06-26

• HGLTR: Hierarchical Knowledge Injection for Calibrating Pre-trained Models in Long-Tail Recognition

  Jinpeng Zheng, Shao-Yuan Li, Gan Xu, Wenhai Wan, Zijian Tao, Songcan Chen, Kangkan Wang

  28821-28829

  2026-03-14

• A Denoising Pre-training Framework for Accelerating Novel Material Discovery

  Shuaike Shen, Ke Liu, Muzhi Zhu, Hao Chen

  28368-28376

  2025-04-11

• Contrastive Pre-training with Adversarial Perturbations for Check-In Sequence Representation Learning

  Letian Gong, Youfang Lin, Shengnan Guo, Yan Lin, Tianyi Wang, Erwen Zheng, Zeyu Zhou, Huaiyu Wan

  4276-4283

  2023-06-26

• SiamTrans: Zero-Shot Multi-Frame Image Restoration with Pre-trained Siamese Transformers

  Lin Liu, Shanxin Yuan, Jianzhuang Liu, Xin Guo, Youliang Yan, Qi Tian

  1747-1755

  2022-06-28

• VQAttack: Transferable Adversarial Attacks on Visual Question Answering via Pre-trained Models

  Ziyi Yin, Muchao Ye, Tianrong Zhang, Jiaqi Wang, Han Liu, Jinghui Chen, Ting Wang, Fenglong Ma

  6755-6763

  2024-03-24

• Adversarial Data Augmentation for Task-Specific Knowledge Distillation of Pre-trained Transformers

  Minjia Zhang, Niranjan Uma Naresh, Yuxiong He

  11685-11693

  2022-06-28

• The Devil Is in the Frequency: Geminated Gestalt Autoencoder for Self-Supervised Visual Pre-training

  Hao Liu, Xinghua Jiang, Xin Li, Antai Guo, Yiqing Hu, Deqiang Jiang, Bo Ren

  1649-1656

  2023-06-26

• Learning to Unlearn: Instance-Wise Unlearning for Pre-trained Classifiers

  Sungmin Cha, Sungjun Cho, Dasol Hwang, Honglak Lee, Taesup Moon, Moontae Lee

  11186-11194

  2024-03-24