Publication RTFormer: Efficient Design for Real-Time Semantic Segmentation with Transformer Jian Wang, Chenhui Gou, Qiman Wu, Haocheng Feng, Junyu Han, Errui Ding, Jingdong Wang Neural Information Processing Systems | October 2022
Publication Overwatch: Learning Patterns in Code Edit Sequences Yuhao Zhang, Yasharth Bajpai, Priyanshu Gupta, Ameya Ketkar, Miltos Allamanis, Titus Barik, Sumit Gulwani, Arjun Radhakrishna, Mohammad Raza, Gustavo Soares, Ashish Tiwari OOPSLA: Proceedings of the ACM on Programming Languages | October 2022 Projet
Publication RaVÆn: unsupervised change detection of extreme events using ML on-board satellites Vít Růžička, Anna Vaughan, Daniele De Martini, James Fulton, Valentina Salvatelli, Chris Bridges, Gonzalo Mateo-Garcia, Valentina Zantedeschi Nature Scientific Reports | October 2022
Publication Tiger: Transferable Interest Graph Embedding for Domain-Level Zero-Shot Recommendation Jianhuan Zhuo, Jianxun Lian, Lanling Xu, Ming Gong (YIMING), Linjun Shou (寿林钧), Xing Xie, Yinliang Yue CIKM 2022 | October 2022
Publication Refined Dimension-Dependent Analysis for Private Convex Learning and Implications for Fine-Tuning Xuechen Li, Daogao Liu, Tatsunori Hashimoto, Huseyin Inan, Janardhan (Jana) Kulkarni, YinTat Lee, Abhradeep Guha Thakurta October 2022
Publication Exponentially Improving the Complexity of Simulating the Weisfeiler-Lehman Test with Graph Neural Networks Anders Aamand, Justin Y Chen, Piotr Indyk, Shyam Narayanan, Ronitt Rubinfeld, Nicholas Schiefer, Sandeep Silwal, Tal Wagner October 2022
Publication Exploring evolution-aware & -free protein language models as protein function predictors Mingyang Hu, Fajie Yuan, Kevin Yang, Fusong Ju, Jin Sun, Hui Wang, Fei Yang, Qiuyang Ding October 2022
Publication Peripheral Vision Transformer Juhong Min, Yucheng Zhao, Chong Luo, Minsu Cho Neural Information Processing Systems | October 2022
Publication RuDi: Explaining Behavior Sequence Models by Automatic Statistics Generation and Rule Distillation Yao Zhang, Yun Xiong, Yiheng Sun, Caihua Shan, Tian Lu, Hui Song, Yangyong Zhu CIKM 2022 | October 2022