Publication A large-scale empirical study of commit message generation: models, datasets and evaluation Wei Tao, Yanlin Wang, Ensheng Shi, Lun Du, Shi Han, Hongyu Zhang, Dongmei Zhang, Wenqiang Zhang Empirical Software Engineering | October 2022
Publication Label-aware Multi-level Contrastive Learning for Cross-lingual Spoken Language Understanding Shining Liang, Linjun Shou (寿林钧), Jian Pei, Ming Gong (YIMING), Wanli Zuo, Xianglin Zuo, Daxin Jiang (姜大昕) EMNLP 2022 | October 2022
Publication LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-training Qi Shi, Qian Liu, Bei Chen, Yu Zhang, Ting Liu, Jian-Guang Lou EMNLP 2022 | October 2022
Publication Learning Spatiotemporal Frequency-Transformer for Compressed Video Super-Resolution Zhongwei Qiu, Huan Yang, Jianlong Fu, Dongmei Fu ECCV 2022 | October 2022 Project
Publication Visual Concepts Tokenization Tao Yang, Yuwang Wang, Yan Lu, Nanning Zheng 2022 Neural Information Processing Systems | October 2022
Publication LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking Yupang Huang, Tengchao Lv, Lei Cui, Yutong Lu, Furu Wei ACM Multimedia 2022 | October 2022 Project
Publication AI Illustrator: Translating Raw Descriptions into Images by Prompt-based Cross-Modal Generation Yiyang Ma, Huan Yang, Bei Liu, Jianlong Fu, Jiaying Liu ACM Multimedia 2022 | October 2022 Oral Project
Publication Learning Rate Perturbation: A Generic Plugin of Learning Rate Schedule towards Flatter Local Minima Hengyu Liu, Qiang Fu, Lun Du, Tiancheng Zhang, Ge Yu, Shi Han, Dongmei Zhang ACM International Conference on Information and Knowledge Management (CIKM’22) | October 2022
Publication Unified Detoxifying and Debiasing in Language Generation via Inference-time Adaptive Optimization Zonghan Yang, Xiaoyuan Yi, Peng Liu, Yang Liu, Xing Xie October 2022 Preprint
Publication ANT: Exploiting Adaptive Numerical Data Type for Low-Bit Deep Neural Network Quantization Cong Guo, Chen Zhang, Jingwen Leng, Zihan Liu, Fan Yang, Yunxin Liu, Minyi Guo, Yuhao Zhu MICRO | October 2022 IEEE Micro Top Picks 2023 Honorable Mention
Research
Research