Publication Discrete Compositional Representations as an Abstraction for Goal Conditioned Reinforcement Learning Riashat Islam, Hongyu Zang, Anirudh Goyal, Alex Lamb, Kenji Kawaguchi, Xin Liu, Romain Laroche, Yoshua Bengio, Remi Tachet des Combes October 2022
Publication QuickSkill: Novice Skill Estimation in Online Multiplayer Games Chaoyun Zhang, Kai Wang, Hao Chen, Ge Fan, Yingjie Li, Lifang Wu, Bingchao Zheng Conference on Information and Knowledge Management | October 2022
Publication Machine Learning-based Derivation and External Validation of a Tool to Predict Death and Development of Organ Failure in Hospitalized Patients with COVID-19 Yixi Xu, Anusua Trivedi, Nicholas Becker, Marian Blazes, Juan M. Lavista Ferres, Dr. Aaron Lee, W Liles, Dr. Pavan Bhatraju Scientific Reports | October 2022 Project Project
Publication Reasoning Like Program Executors Xinyu Pi, Qian Liu, Bei Chen, Morteza Ziyadi, Zeqi Lin, Yan Gao, Qiang Fu, Jian-Guang Lou, Weizhu Chen EMNLP2022 | October 2022
Publication ChartStamp: Robust Chart Embedding for Real-World Applications Jiayun Fu, Bin Benjamin Zhu, Haidong Zhang, Yayi Zou, Song Ge, Weiwei Cui, Yun Wang, Dongmei Zhang, Xiaojing Ma, Hai Jin Proceedings of the 30th ACM International Conference on Multimedia (MM '22) | October 2022
Publication Generating Multiple-Length Summaries via Reinforcement Learning for Unsupervised Sentence Summarization Dongmin Hyun, Xiting Wang, Chanyoung Park, Xing Xie, Hwanjo Yu Conference on Empirical Methods in Natural Language Processing (EMNLP Findings) | October 2022
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 Asynchronous Technical Interviews: Reducing the Effect of Supervised Think-Aloud on Communication Ability Manhaz Behroozi, Chris Brown, Chris Parnin ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) | October 2022 Distinguished Paper Award