Publication Automatic Feasibility Study via Data Quality Analysis for ML: A Case-Study on Label Noise Cedric Renggli, Luka Rimanic, Luka Kolar, Wentao Wu, Ce Zhang IEEE 39th International Conference on Data Engineering (ICDE 2023) | April 2023
Publication Prototypical Fine-tuning: Towards Robust Performance Under Varying Data Sizes Yiqiao Jin, Xiting Wang, Yaru Hao, Yizhou Sun, Xing Xie AAAI Conference on Artificial Intelligence (AAAI) | April 2023
Publication Multi-Grained Topological Pre-Training of Language Models in Sponsored Search Zhoujin Tian, Chaozhuo Li, Zhiqiang Zuo, Haizhen Huang, Xing Xie, Qi Zhang SIGIR 2023 | April 2023
Publication “What It Wants Me To Say”: Bridging the Abstraction Gap Between End-User Programmers and Code-Generating Large Language Models Michael Xieyang Liu, Advait Sarkar, Carina Negreanu, Ben Zorn, Jack Williams, Neil Toronto, Andy Gordon Proceedings of the ACM CHI Conference on Human Factors in Computing Systems | April 2023 Honorable mention Video Project Project
Publication Designerly Understanding: Information Needs for Model Transparency to Support Design Ideation for AI-Powered User Experience Q. Vera Liao, Hariharan Subramonyam, Jennifer Wang, Jennifer Wortman Vaughan 2023 ACM CHI Conference on Human Factors in Computing Systems (CHI 2023) | April 2023 Project
Publication Instruction Tuning with GPT-4 Baolin Peng, Chunyuan Li, Pengcheng He, Michel Galley, Jianfeng Gao MSR-TR-2023-35 | April 2023 Published by Microsoft Project Page: https://instruction-tuning-with-gpt-4.github.io/ Project
Publication Provable Safe Reinforcement Learning with Binary Feedback Andrew Bennett, Dipendra Misra, Nathan Kallus International Conference on Artificial Intelligence and Statistics | April 2023
Publication Tambur: Efficient loss recovery for videoconferencing via streaming codes Michael Rudow, Francis Y. Yan, Abhishek Kumar, Ganesh Ananthanarayanan, Martin Ellis, K.V. Rashmi USENIX Symposium on Networked Systems Design and Implementation (NSDI ’23) | April 2023
Publication Beyond the Overlapping Users: Cross-Domain Recommendation via Adaptive Anchor Link Learning Chaozhuo Li, Yi Zhao, Jiquan Peng, Xiaohan Fang, Xing Xie, Jibing Gong SIGIR 2023 | April 2023
Publication DOTE: Rethinking (Predictive) WAN Traffic Engineering Yarin Perry, Felipe Vieira Frujeri, Chaim Hoch, Srikanth Kandula, Ishai Menache, Michael Schapira, Aviv Tamar NSDI | April 2023 Best Paper Award Project