Publication Investigations in Audio Captioning: Addressing Vocabulary Imbalance and Evaluating Suitability of Language-Centric Performance Metrics Sandeep Kothinti, Dimitra Emmanouilidou European Signal Processing Conference (EUSIPCO) | May 2023 Project
Publication Sparse Mixture-of-Experts are Domain Generalizable Learners Bo Li*, Yifei Shen*, Jingkang Yang, Yezhen Wang, Jiawei Ren, Tong Che, Jun Zhang, Ziwei Liu International Conference on Learning Representations (Oral) | May 2023 Project: Inductive bias in neural architectures
Publication EVC: Towards Real-Time Neural Image Compression with Mask Decay Guo-Hua Wang, Jiahao Li, Bin Li, Yan Lu International Conference on Learning Representations | May 2023
Publication Exploring the Limits of Differentially Private Deep Learning with Group-wise Clipping Jiyan He, Xuechen Li, Da Yu, Huishuai Zhang, Janardhan (Jana) Kulkarni, Yin Tat Lee, Arturs Backurs, Nenghai Yu, Jiang Bian International Conference on Learning Representations (ICLR) 2023 | May 2023 Project
Publication Denoising Masked Auto-encoders Helps Robust Classification QuanLin Wu, Hang Ye, Yuntian Gu, Huishuai Zhang, Liwei Wang, Di He International Conference on Learning Representations (ICLR) 2023 | May 2023
Publication Generating Test Databases for Database-Backed Applications Cong Yan, Suman Nath, Shan Lu ICSE'23 | May 2023 Project
Publication InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT Yichong Xu, Ruochen Xu, Dan Iter, Yang Liu, Shuohang Wang, Chenguang Zhu, Michael Zeng May 2023
Publication i-Code V2: An Autoregressive Generation Framework over Vision, Language, and Speech Data Ziyi Yang, Mahmoud Khademi, Yichong Xu, Reid Pryzant, Yuwei Fang, Chenguang Zhu, Dongdong Chen, Yao Qian, Mei Gao, Yi-Ling Chen, Robert Gmyr, Naoyuki Kanda, Noel Codella, Bin Xiao, Yu Shi, Lu Yuan, Takuya Yoshioka, Michael Zeng, Xuedong Huang North American Chapter of the Association for Computational Linguistics (NAACL) 2024 | May 2023
Publication A/B Integrations: 7 Lessons Learned from Enabling A/B testing as a Product Feature Aleksander Fabijan, Benjamin Arai, Sebastian Kohlmeier, April Kwong, Andy Drake, Pavel Dmitriev International Conference on Software Engineering | May 2023
Publication Hide and Seek with Spectres: Efficient discovery of speculative information leaks with random testing Oleksii Oleksenko, Marco Guarnieri, Boris Köpf, Mark Silberstein IEEE Symposium on Security and Privacy (S&P) | May 2023 Project Project